================ Training Loss (Thu Jan  2 00:10:10 2020) ================
./checkpoints/face/latest_net_G.pth not exists yet!
./checkpoints/face/latest_net_D.pth not exists yet!
(epoch: 1, iters: 300, time: 0.253) G_GAN: 0.148 G_GAN_Feat: 15.084 G_VGG: 8.104 F_Flow: 45.081 F_Warp: 1.688 W: 4.959 D_real: 0.252 D_fake: 3.100 
(epoch: 1, iters: 600, time: 0.070) G_GAN: 0.759 G_GAN_Feat: 5.645 G_VGG: 7.950 F_Flow: 45.680 F_Warp: 1.661 W: 4.909 D_real: 0.758 D_fake: 2.656 
(epoch: 1, iters: 900, time: 0.069) G_GAN: 0.437 G_GAN_Feat: 8.044 G_VGG: 8.171 F_Flow: 44.568 F_Warp: 1.504 W: 4.829 D_real: 0.434 D_fake: 2.257 
(epoch: 1, iters: 1200, time: 0.070) G_GAN: 0.855 G_GAN_Feat: 6.791 G_VGG: 7.900 F_Flow: 46.157 F_Warp: 1.579 W: 4.730 D_real: 0.824 D_fake: 1.145 
(epoch: 1, iters: 1500, time: 0.069) G_GAN: 0.782 G_GAN_Feat: 9.811 G_VGG: 7.901 F_Flow: 44.069 F_Warp: 1.664 W: 4.693 D_real: 0.716 D_fake: 1.282 
(epoch: 1, iters: 1800, time: 0.070) G_GAN: 0.957 G_GAN_Feat: 11.087 G_VGG: 7.962 F_Flow: 40.678 F_Warp: 1.664 W: 4.594 D_real: 0.859 D_fake: 1.054 
(epoch: 1, iters: 2100, time: 0.070) G_GAN: 0.809 G_GAN_Feat: 10.870 G_VGG: 7.606 F_Flow: 43.149 F_Warp: 1.586 W: 4.557 D_real: 0.783 D_fake: 1.190 
(epoch: 1, iters: 2400, time: 0.070) G_GAN: 1.016 G_GAN_Feat: 11.874 G_VGG: 7.584 F_Flow: 41.894 F_Warp: 1.677 W: 4.457 D_real: 0.867 D_fake: 1.045 
(epoch: 1, iters: 2700, time: 0.069) G_GAN: 0.561 G_GAN_Feat: 8.546 G_VGG: 7.501 F_Flow: 42.005 F_Warp: 1.574 W: 4.282 D_real: 0.522 D_fake: 1.715 
(epoch: 1, iters: 3000, time: 0.070) G_GAN: 2.272 G_GAN_Feat: 6.977 G_VGG: 7.092 F_Flow: 43.048 F_Warp: 1.608 W: 4.279 D_real: 2.229 D_fake: 0.775 
saving the latest model (epoch 1, total_steps 3000)
(epoch: 1, iters: 3300, time: 0.070) G_GAN: 1.917 G_GAN_Feat: 9.984 G_VGG: 7.168 F_Flow: 46.556 F_Warp: 1.625 W: 4.224 D_real: 1.864 D_fake: 0.473 
(epoch: 1, iters: 3600, time: 0.069) G_GAN: 1.999 G_GAN_Feat: 8.052 G_VGG: 7.076 F_Flow: 41.236 F_Warp: 1.550 W: 4.061 D_real: 1.931 D_fake: 0.156 
(epoch: 1, iters: 3900, time: 0.069) G_GAN: 1.111 G_GAN_Feat: 10.748 G_VGG: 6.984 F_Flow: 43.574 F_Warp: 1.658 W: 4.026 D_real: 0.845 D_fake: 0.983 
(epoch: 1, iters: 4200, time: 0.069) G_GAN: 1.015 G_GAN_Feat: 10.917 G_VGG: 7.146 F_Flow: 45.211 F_Warp: 1.532 W: 3.851 D_real: 0.731 D_fake: 1.090 
(epoch: 1, iters: 4500, time: 0.068) G_GAN: 2.380 G_GAN_Feat: 7.302 G_VGG: 6.915 F_Flow: 41.945 F_Warp: 1.546 W: 3.955 D_real: 2.293 D_fake: 0.233 
(epoch: 1, iters: 4800, time: 0.067) G_GAN: 0.567 G_GAN_Feat: 13.774 G_VGG: 6.880 F_Flow: 43.491 F_Warp: 1.535 W: 3.789 D_real: 0.388 D_fake: 1.428 
(epoch: 1, iters: 5100, time: 0.068) G_GAN: 1.683 G_GAN_Feat: 10.935 G_VGG: 6.916 F_Flow: 45.036 F_Warp: 1.560 W: 3.662 D_real: 1.436 D_fake: 0.411 
(epoch: 1, iters: 5400, time: 0.068) G_GAN: 0.381 G_GAN_Feat: 10.771 G_VGG: 7.095 F_Flow: 47.677 F_Warp: 1.722 W: 3.645 D_real: 0.269 D_fake: 1.870 
(epoch: 1, iters: 5700, time: 0.069) G_GAN: 0.559 G_GAN_Feat: 14.314 G_VGG: 6.565 F_Flow: 41.303 F_Warp: 1.510 W: 3.379 D_real: 0.239 D_fake: 1.867 
(epoch: 1, iters: 6000, time: 0.069) G_GAN: 2.402 G_GAN_Feat: 7.598 G_VGG: 6.722 F_Flow: 38.710 F_Warp: 1.642 W: 3.496 D_real: 2.358 D_fake: 0.025 
saving the latest model (epoch 1, total_steps 6000)
(epoch: 1, iters: 6300, time: 0.069) G_GAN: 1.000 G_GAN_Feat: 12.236 G_VGG: 6.111 F_Flow: 45.458 F_Warp: 1.385 W: 3.298 D_real: 0.515 D_fake: 1.170 
(epoch: 1, iters: 6600, time: 0.069) G_GAN: 2.311 G_GAN_Feat: 12.237 G_VGG: 6.823 F_Flow: 45.357 F_Warp: 1.533 W: 3.418 D_real: 2.069 D_fake: 0.071 
(epoch: 1, iters: 6900, time: 0.071) G_GAN: 1.031 G_GAN_Feat: 14.371 G_VGG: 6.704 F_Flow: 49.588 F_Warp: 1.607 W: 3.452 D_real: 0.350 D_fake: 1.099 
(epoch: 1, iters: 7200, time: 0.070) G_GAN: 0.102 G_GAN_Feat: 12.162 G_VGG: 6.611 F_Flow: 39.769 F_Warp: 1.382 W: 3.356 D_real: 0.089 D_fake: 2.505 
(epoch: 1, iters: 7500, time: 0.070) G_GAN: 1.910 G_GAN_Feat: 11.945 G_VGG: 6.751 F_Flow: 48.563 F_Warp: 1.505 W: 3.349 D_real: 1.459 D_fake: 0.274 
(epoch: 1, iters: 7800, time: 0.069) G_GAN: 1.343 G_GAN_Feat: 12.316 G_VGG: 6.826 F_Flow: 42.999 F_Warp: 1.615 W: 3.389 D_real: 0.605 D_fake: 0.811 
(epoch: 1, iters: 8100, time: 0.068) G_GAN: 2.384 G_GAN_Feat: 9.841 G_VGG: 6.919 F_Flow: 39.727 F_Warp: 1.537 W: 3.307 D_real: 1.968 D_fake: 0.084 
(epoch: 1, iters: 8400, time: 0.069) G_GAN: 0.442 G_GAN_Feat: 12.200 G_VGG: 6.964 F_Flow: 42.948 F_Warp: 1.598 W: 3.954 D_real: 0.142 D_fake: 1.678 
(epoch: 1, iters: 8700, time: 0.069) G_GAN: 1.824 G_GAN_Feat: 11.926 G_VGG: 6.886 F_Flow: 45.826 F_Warp: 1.653 W: 3.497 D_real: 1.389 D_fake: 0.175 
(epoch: 1, iters: 9000, time: 0.069) G_GAN: 0.766 G_GAN_Feat: 11.950 G_VGG: 7.008 F_Flow: 42.057 F_Warp: 1.727 W: 3.408 D_real: 0.248 D_fake: 1.488 
saving the latest model (epoch 1, total_steps 9000)
(epoch: 1, iters: 9300, time: 0.069) G_GAN: 1.935 G_GAN_Feat: 11.787 G_VGG: 7.018 F_Flow: 44.364 F_Warp: 1.663 W: 3.380 D_real: 1.613 D_fake: 0.091 
(epoch: 1, iters: 9600, time: 0.070) G_GAN: 0.477 G_GAN_Feat: 14.552 G_VGG: 7.088 F_Flow: 40.184 F_Warp: 1.797 W: 3.547 D_real: 0.081 D_fake: 2.163 
(epoch: 1, iters: 9900, time: 0.069) G_GAN: 1.427 G_GAN_Feat: 13.636 G_VGG: 6.903 F_Flow: 44.041 F_Warp: 1.703 W: 3.433 D_real: 0.639 D_fake: 1.165 
End of epoch 1 / 100 	 Time Taken: 771 sec
(epoch: 2, iters: 240, time: 0.137) G_GAN: 2.153 G_GAN_Feat: 11.112 G_VGG: 7.185 F_Flow: 42.446 F_Warp: 1.570 W: 3.352 D_real: 1.831 D_fake: 0.056 
(epoch: 2, iters: 540, time: 0.081) G_GAN: 0.910 G_GAN_Feat: 14.189 G_VGG: 6.925 F_Flow: 49.825 F_Warp: 1.604 W: 3.429 D_real: 0.176 D_fake: 1.720 
(epoch: 2, iters: 840, time: 0.080) G_GAN: 1.632 G_GAN_Feat: 12.356 G_VGG: 6.900 F_Flow: 48.060 F_Warp: 1.607 W: 3.422 D_real: 1.289 D_fake: 0.328 
(epoch: 2, iters: 1140, time: 0.081) G_GAN: 0.243 G_GAN_Feat: 13.652 G_VGG: 6.615 F_Flow: 35.784 F_Warp: 1.431 W: 3.316 D_real: 0.077 D_fake: 2.185 
(epoch: 2, iters: 1440, time: 0.077) G_GAN: 0.619 G_GAN_Feat: 13.563 G_VGG: 6.570 F_Flow: 38.380 F_Warp: 1.401 W: 3.117 D_real: 0.198 D_fake: 1.819 
(epoch: 2, iters: 1740, time: 0.078) G_GAN: 2.089 G_GAN_Feat: 11.574 G_VGG: 6.892 F_Flow: 40.685 F_Warp: 1.516 W: 3.369 D_real: 1.781 D_fake: 0.101 
(epoch: 2, iters: 2040, time: 0.077) G_GAN: 0.943 G_GAN_Feat: 13.498 G_VGG: 6.890 F_Flow: 43.950 F_Warp: 1.523 W: 3.298 D_real: 0.331 D_fake: 1.399 
saving the latest model (epoch 2, total_steps 12000)
(epoch: 2, iters: 2340, time: 0.074) G_GAN: 1.790 G_GAN_Feat: 12.340 G_VGG: 6.755 F_Flow: 39.475 F_Warp: 1.627 W: 3.589 D_real: 1.395 D_fake: 0.143 
(epoch: 2, iters: 2640, time: 0.074) G_GAN: 0.763 G_GAN_Feat: 13.940 G_VGG: 7.008 F_Flow: 44.654 F_Warp: 1.731 W: 3.623 D_real: 0.193 D_fake: 1.639 
(epoch: 2, iters: 2940, time: 0.068) G_GAN: 1.442 G_GAN_Feat: 12.297 G_VGG: 6.785 F_Flow: 43.434 F_Warp: 1.603 W: 3.393 D_real: 0.994 D_fake: 0.581 
(epoch: 2, iters: 3240, time: 0.068) G_GAN: 2.117 G_GAN_Feat: 11.333 G_VGG: 6.686 F_Flow: 39.830 F_Warp: 1.439 W: 3.350 D_real: 1.673 D_fake: 0.054 
(epoch: 2, iters: 3540, time: 0.069) G_GAN: 0.782 G_GAN_Feat: 13.260 G_VGG: 6.699 F_Flow: 42.151 F_Warp: 1.746 W: 3.628 D_real: 0.329 D_fake: 1.556 
(epoch: 2, iters: 3840, time: 0.070) G_GAN: 1.570 G_GAN_Feat: 11.760 G_VGG: 6.729 F_Flow: 39.851 F_Warp: 1.445 W: 3.251 D_real: 1.129 D_fake: 0.411 
(epoch: 2, iters: 4140, time: 0.066) G_GAN: 0.191 G_GAN_Feat: 12.092 G_VGG: 6.936 F_Flow: 40.816 F_Warp: 1.490 W: 3.487 D_real: 0.068 D_fake: 2.136 
(epoch: 2, iters: 4440, time: 0.068) G_GAN: 2.019 G_GAN_Feat: 11.207 G_VGG: 6.850 F_Flow: 46.579 F_Warp: 1.556 W: 3.286 D_real: 1.669 D_fake: 0.104 
(epoch: 2, iters: 4740, time: 0.065) G_GAN: 1.443 G_GAN_Feat: 12.058 G_VGG: 6.708 F_Flow: 40.026 F_Warp: 1.515 W: 3.416 D_real: 0.813 D_fake: 0.493 
(epoch: 2, iters: 5040, time: 0.067) G_GAN: 0.450 G_GAN_Feat: 11.356 G_VGG: 6.379 F_Flow: 36.482 F_Warp: 1.356 W: 3.157 D_real: 0.217 D_fake: 1.637 
saving the latest model (epoch 2, total_steps 15000)
(epoch: 2, iters: 5340, time: 0.067) G_GAN: 1.777 G_GAN_Feat: 10.728 G_VGG: 6.784 F_Flow: 37.024 F_Warp: 1.500 W: 3.298 D_real: 1.334 D_fake: 0.251 
(epoch: 2, iters: 5640, time: 0.066) G_GAN: 0.353 G_GAN_Feat: 12.441 G_VGG: 6.622 F_Flow: 39.215 F_Warp: 1.361 W: 3.156 D_real: 0.160 D_fake: 1.891 
(epoch: 2, iters: 5940, time: 0.067) G_GAN: 1.819 G_GAN_Feat: 10.650 G_VGG: 6.673 F_Flow: 40.194 F_Warp: 1.641 W: 3.590 D_real: 1.367 D_fake: 0.246 
(epoch: 2, iters: 6240, time: 0.066) G_GAN: 0.547 G_GAN_Feat: 12.343 G_VGG: 6.346 F_Flow: 39.975 F_Warp: 1.406 W: 3.326 D_real: 0.193 D_fake: 1.823 
(epoch: 2, iters: 6540, time: 0.066) G_GAN: 2.176 G_GAN_Feat: 10.333 G_VGG: 6.603 F_Flow: 38.940 F_Warp: 1.557 W: 3.196 D_real: 1.650 D_fake: 0.072 
(epoch: 2, iters: 6840, time: 0.067) G_GAN: 1.385 G_GAN_Feat: 11.870 G_VGG: 6.507 F_Flow: 39.174 F_Warp: 1.443 W: 3.265 D_real: 0.659 D_fake: 0.850 
(epoch: 2, iters: 7140, time: 0.065) G_GAN: 2.305 G_GAN_Feat: 10.453 G_VGG: 6.514 F_Flow: 42.473 F_Warp: 1.504 W: 3.375 D_real: 1.901 D_fake: 0.062 
(epoch: 2, iters: 7440, time: 0.065) G_GAN: 0.923 G_GAN_Feat: 13.000 G_VGG: 6.470 F_Flow: 41.439 F_Warp: 1.493 W: 3.305 D_real: 0.266 D_fake: 1.550 
(epoch: 2, iters: 7740, time: 0.066) G_GAN: 1.778 G_GAN_Feat: 11.058 G_VGG: 6.419 F_Flow: 37.177 F_Warp: 1.473 W: 3.240 D_real: 1.129 D_fake: 0.315 
(epoch: 2, iters: 8040, time: 0.065) G_GAN: 0.510 G_GAN_Feat: 11.200 G_VGG: 6.043 F_Flow: 38.655 F_Warp: 1.369 W: 3.026 D_real: 0.258 D_fake: 1.566 
saving the latest model (epoch 2, total_steps 18000)
(epoch: 2, iters: 8340, time: 0.066) G_GAN: 1.498 G_GAN_Feat: 10.897 G_VGG: 6.619 F_Flow: 36.522 F_Warp: 1.434 W: 3.218 D_real: 0.855 D_fake: 0.557 
(epoch: 2, iters: 8640, time: 0.066) G_GAN: 2.149 G_GAN_Feat: 10.731 G_VGG: 6.780 F_Flow: 39.941 F_Warp: 1.626 W: 3.493 D_real: 1.720 D_fake: 0.054 
(epoch: 2, iters: 8940, time: 0.066) G_GAN: 1.275 G_GAN_Feat: 11.066 G_VGG: 6.270 F_Flow: 36.554 F_Warp: 1.474 W: 3.288 D_real: 0.661 D_fake: 0.937 
(epoch: 2, iters: 9240, time: 0.066) G_GAN: 1.967 G_GAN_Feat: 10.139 G_VGG: 6.448 F_Flow: 42.258 F_Warp: 1.460 W: 3.170 D_real: 1.610 D_fake: 0.134 
(epoch: 2, iters: 9540, time: 0.067) G_GAN: 1.222 G_GAN_Feat: 11.364 G_VGG: 6.429 F_Flow: 40.445 F_Warp: 1.445 W: 3.233 D_real: 0.577 D_fake: 0.934 
(epoch: 2, iters: 9840, time: 0.066) G_GAN: 1.943 G_GAN_Feat: 10.699 G_VGG: 6.429 F_Flow: 38.452 F_Warp: 1.465 W: 3.244 D_real: 1.381 D_fake: 0.188 
End of epoch 2 / 100 	 Time Taken: 718 sec
(epoch: 3, iters: 180, time: 0.128) G_GAN: 1.194 G_GAN_Feat: 12.249 G_VGG: 6.436 F_Flow: 39.014 F_Warp: 1.564 W: 3.402 D_real: 0.573 D_fake: 1.126 
(epoch: 3, iters: 480, time: 0.079) G_GAN: 1.906 G_GAN_Feat: 10.251 G_VGG: 6.545 F_Flow: 35.967 F_Warp: 1.400 W: 3.253 D_real: 1.419 D_fake: 0.216 
(epoch: 3, iters: 780, time: 0.079) G_GAN: 0.452 G_GAN_Feat: 11.920 G_VGG: 6.625 F_Flow: 39.884 F_Warp: 1.570 W: 3.267 D_real: 0.126 D_fake: 1.871 
(epoch: 3, iters: 1080, time: 0.078) G_GAN: 1.598 G_GAN_Feat: 9.429 G_VGG: 6.138 F_Flow: 38.352 F_Warp: 1.206 W: 2.878 D_real: 1.186 D_fake: 0.465 
saving the latest model (epoch 3, total_steps 21000)
(epoch: 3, iters: 1380, time: 0.076) G_GAN: 1.215 G_GAN_Feat: 10.861 G_VGG: 6.370 F_Flow: 39.962 F_Warp: 1.411 W: 3.157 D_real: 0.717 D_fake: 0.952 
(epoch: 3, iters: 1680, time: 0.072) G_GAN: 0.448 G_GAN_Feat: 11.001 G_VGG: 6.422 F_Flow: 39.748 F_Warp: 1.531 W: 3.200 D_real: 0.170 D_fake: 1.920 
(epoch: 3, iters: 1980, time: 0.073) G_GAN: 1.846 G_GAN_Feat: 10.514 G_VGG: 6.394 F_Flow: 39.447 F_Warp: 1.452 W: 3.109 D_real: 1.314 D_fake: 0.225 
(epoch: 3, iters: 2280, time: 0.075) G_GAN: 1.398 G_GAN_Feat: 11.444 G_VGG: 6.107 F_Flow: 38.293 F_Warp: 1.385 W: 3.166 D_real: 0.612 D_fake: 1.036 
(epoch: 3, iters: 2580, time: 0.075) G_GAN: 1.487 G_GAN_Feat: 10.647 G_VGG: 6.462 F_Flow: 35.251 F_Warp: 1.552 W: 3.166 D_real: 0.904 D_fake: 0.638 
(epoch: 3, iters: 2880, time: 0.068) G_GAN: 1.613 G_GAN_Feat: 10.213 G_VGG: 6.398 F_Flow: 37.856 F_Warp: 1.423 W: 3.134 D_real: 1.033 D_fake: 0.523 
(epoch: 3, iters: 3180, time: 0.068) G_GAN: 0.502 G_GAN_Feat: 11.919 G_VGG: 6.443 F_Flow: 40.583 F_Warp: 1.572 W: 3.350 D_real: 0.169 D_fake: 1.874 
(epoch: 3, iters: 3480, time: 0.068) G_GAN: 1.533 G_GAN_Feat: 11.047 G_VGG: 6.370 F_Flow: 39.371 F_Warp: 1.431 W: 3.127 D_real: 0.869 D_fake: 0.713 
(epoch: 3, iters: 3780, time: 0.069) G_GAN: 1.905 G_GAN_Feat: 10.454 G_VGG: 6.384 F_Flow: 36.549 F_Warp: 1.522 W: 3.230 D_real: 1.315 D_fake: 0.156 
(epoch: 3, iters: 4080, time: 0.066) G_GAN: 0.550 G_GAN_Feat: 11.464 G_VGG: 6.351 F_Flow: 38.825 F_Warp: 1.575 W: 3.288 D_real: 0.237 D_fake: 1.565 
saving the latest model (epoch 3, total_steps 24000)
(epoch: 3, iters: 4380, time: 0.065) G_GAN: 1.859 G_GAN_Feat: 9.491 G_VGG: 6.225 F_Flow: 34.272 F_Warp: 1.305 W: 3.019 D_real: 1.448 D_fake: 0.203 
(epoch: 3, iters: 4680, time: 0.066) G_GAN: 0.739 G_GAN_Feat: 10.667 G_VGG: 6.475 F_Flow: 36.625 F_Warp: 1.447 W: 3.125 D_real: 0.324 D_fake: 1.617 
(epoch: 3, iters: 4980, time: 0.066) G_GAN: 1.894 G_GAN_Feat: 9.791 G_VGG: 6.196 F_Flow: 38.576 F_Warp: 1.428 W: 3.150 D_real: 1.432 D_fake: 0.253 
(epoch: 3, iters: 5280, time: 0.066) G_GAN: 1.071 G_GAN_Feat: 10.317 G_VGG: 6.257 F_Flow: 36.652 F_Warp: 1.439 W: 3.176 D_real: 0.634 D_fake: 1.111 
(epoch: 3, iters: 5580, time: 0.066) G_GAN: 1.746 G_GAN_Feat: 9.700 G_VGG: 6.321 F_Flow: 37.426 F_Warp: 1.463 W: 3.078 D_real: 1.332 D_fake: 0.314 
(epoch: 3, iters: 5880, time: 0.067) G_GAN: 0.872 G_GAN_Feat: 11.431 G_VGG: 6.493 F_Flow: 41.188 F_Warp: 1.651 W: 3.296 D_real: 0.364 D_fake: 1.342 
(epoch: 3, iters: 6180, time: 0.067) G_GAN: 1.245 G_GAN_Feat: 11.277 G_VGG: 6.377 F_Flow: 39.019 F_Warp: 1.460 W: 3.144 D_real: 0.655 D_fake: 0.988 
(epoch: 3, iters: 6480, time: 0.067) G_GAN: 1.691 G_GAN_Feat: 11.224 G_VGG: 6.601 F_Flow: 37.540 F_Warp: 1.642 W: 3.382 D_real: 0.999 D_fake: 0.661 
(epoch: 3, iters: 6780, time: 0.067) G_GAN: 1.811 G_GAN_Feat: 10.333 G_VGG: 6.387 F_Flow: 39.884 F_Warp: 1.487 W: 3.300 D_real: 1.214 D_fake: 0.370 
(epoch: 3, iters: 7080, time: 0.067) G_GAN: 2.147 G_GAN_Feat: 8.778 G_VGG: 6.296 F_Flow: 37.983 F_Warp: 1.343 W: 2.991 D_real: 1.847 D_fake: 0.056 
saving the latest model (epoch 3, total_steps 27000)
(epoch: 3, iters: 7380, time: 0.067) G_GAN: 0.608 G_GAN_Feat: 11.084 G_VGG: 6.467 F_Flow: 37.785 F_Warp: 1.567 W: 3.179 D_real: 0.219 D_fake: 1.865 
(epoch: 3, iters: 7680, time: 0.066) G_GAN: 1.643 G_GAN_Feat: 9.429 G_VGG: 6.502 F_Flow: 36.993 F_Warp: 1.475 W: 3.157 D_real: 1.244 D_fake: 0.390 
(epoch: 3, iters: 7980, time: 0.065) G_GAN: 1.510 G_GAN_Feat: 10.053 G_VGG: 6.284 F_Flow: 34.733 F_Warp: 1.360 W: 2.979 D_real: 1.034 D_fake: 0.653 
(epoch: 3, iters: 8280, time: 0.065) G_GAN: 1.523 G_GAN_Feat: 10.341 G_VGG: 6.151 F_Flow: 32.824 F_Warp: 1.326 W: 3.014 D_real: 1.030 D_fake: 0.550 
(epoch: 3, iters: 8580, time: 0.066) G_GAN: 0.572 G_GAN_Feat: 10.337 G_VGG: 6.143 F_Flow: 36.431 F_Warp: 1.342 W: 3.004 D_real: 0.204 D_fake: 1.797 
(epoch: 3, iters: 8880, time: 0.069) G_GAN: 1.726 G_GAN_Feat: 10.335 G_VGG: 6.310 F_Flow: 34.864 F_Warp: 1.531 W: 3.078 D_real: 1.211 D_fake: 0.384 
(epoch: 3, iters: 9180, time: 0.066) G_GAN: 1.770 G_GAN_Feat: 9.624 G_VGG: 6.295 F_Flow: 31.883 F_Warp: 1.425 W: 2.927 D_real: 1.278 D_fake: 0.330 
(epoch: 3, iters: 9480, time: 0.066) G_GAN: 0.611 G_GAN_Feat: 10.075 G_VGG: 6.391 F_Flow: 34.582 F_Warp: 1.402 W: 3.051 D_real: 0.316 D_fake: 1.564 
(epoch: 3, iters: 9780, time: 0.067) G_GAN: 0.954 G_GAN_Feat: 10.645 G_VGG: 6.333 F_Flow: 33.018 F_Warp: 1.413 W: 3.081 D_real: 0.538 D_fake: 1.265 
End of epoch 3 / 100 	 Time Taken: 712 sec
(epoch: 4, iters: 120, time: 0.123) G_GAN: 1.977 G_GAN_Feat: 8.555 G_VGG: 5.648 F_Flow: 29.897 F_Warp: 1.151 W: 2.785 D_real: 1.730 D_fake: 0.140 
saving the latest model (epoch 4, total_steps 30000)
(epoch: 4, iters: 420, time: 0.077) G_GAN: 1.159 G_GAN_Feat: 10.527 G_VGG: 6.099 F_Flow: 34.409 F_Warp: 1.360 W: 2.971 D_real: 0.568 D_fake: 1.058 
(epoch: 4, iters: 720, time: 0.079) G_GAN: 1.920 G_GAN_Feat: 8.977 G_VGG: 6.181 F_Flow: 33.449 F_Warp: 1.368 W: 2.998 D_real: 1.548 D_fake: 0.169 
(epoch: 4, iters: 1020, time: 0.078) G_GAN: 0.931 G_GAN_Feat: 10.521 G_VGG: 6.162 F_Flow: 34.900 F_Warp: 1.483 W: 3.061 D_real: 0.523 D_fake: 1.215 
(epoch: 4, iters: 1320, time: 0.076) G_GAN: 1.725 G_GAN_Feat: 9.258 G_VGG: 6.208 F_Flow: 39.039 F_Warp: 1.401 W: 3.050 D_real: 1.358 D_fake: 0.338 
(epoch: 4, iters: 1620, time: 0.075) G_GAN: 0.684 G_GAN_Feat: 10.282 G_VGG: 6.351 F_Flow: 34.600 F_Warp: 1.482 W: 3.134 D_real: 0.379 D_fake: 1.373 
(epoch: 4, iters: 1920, time: 0.074) G_GAN: 2.125 G_GAN_Feat: 9.307 G_VGG: 6.339 F_Flow: 39.790 F_Warp: 1.512 W: 3.189 D_real: 1.774 D_fake: 0.084 
(epoch: 4, iters: 2220, time: 0.072) G_GAN: 1.384 G_GAN_Feat: 10.837 G_VGG: 6.137 F_Flow: 34.492 F_Warp: 1.423 W: 3.088 D_real: 0.741 D_fake: 0.708 
(epoch: 4, iters: 2520, time: 0.072) G_GAN: 1.206 G_GAN_Feat: 10.610 G_VGG: 6.062 F_Flow: 30.946 F_Warp: 1.258 W: 2.860 D_real: 0.843 D_fake: 0.621 
(epoch: 4, iters: 2820, time: 0.068) G_GAN: 0.413 G_GAN_Feat: 10.854 G_VGG: 6.279 F_Flow: 36.053 F_Warp: 1.630 W: 3.310 D_real: 0.213 D_fake: 1.803 
(epoch: 4, iters: 3120, time: 0.067) G_GAN: 1.693 G_GAN_Feat: 10.070 G_VGG: 6.460 F_Flow: 35.934 F_Warp: 1.410 W: 2.955 D_real: 1.271 D_fake: 0.367 
saving the latest model (epoch 4, total_steps 33000)
(epoch: 4, iters: 3420, time: 0.067) G_GAN: 1.281 G_GAN_Feat: 10.475 G_VGG: 6.022 F_Flow: 33.274 F_Warp: 1.264 W: 2.872 D_real: 0.589 D_fake: 0.868 
(epoch: 4, iters: 3720, time: 0.068) G_GAN: 2.084 G_GAN_Feat: 8.116 G_VGG: 6.358 F_Flow: 34.352 F_Warp: 1.431 W: 3.128 D_real: 1.938 D_fake: 0.082 
(epoch: 4, iters: 4020, time: 0.066) G_GAN: 2.289 G_GAN_Feat: 7.960 G_VGG: 6.045 F_Flow: 33.857 F_Warp: 1.250 W: 2.878 D_real: 2.161 D_fake: 0.056 
(epoch: 4, iters: 4320, time: 0.066) G_GAN: 1.343 G_GAN_Feat: 10.411 G_VGG: 5.984 F_Flow: 33.710 F_Warp: 1.330 W: 2.885 D_real: 0.901 D_fake: 0.736 
(epoch: 4, iters: 4620, time: 0.066) G_GAN: 0.564 G_GAN_Feat: 10.314 G_VGG: 6.031 F_Flow: 34.268 F_Warp: 1.267 W: 2.858 D_real: 0.195 D_fake: 1.728 
(epoch: 4, iters: 4920, time: 0.065) G_GAN: 1.298 G_GAN_Feat: 9.825 G_VGG: 5.829 F_Flow: 34.193 F_Warp: 1.214 W: 2.887 D_real: 0.783 D_fake: 0.974 
(epoch: 4, iters: 5220, time: 0.065) G_GAN: 1.928 G_GAN_Feat: 10.025 G_VGG: 6.183 F_Flow: 36.544 F_Warp: 1.269 W: 2.842 D_real: 1.531 D_fake: 0.166 
(epoch: 4, iters: 5520, time: 0.066) G_GAN: 1.217 G_GAN_Feat: 10.527 G_VGG: 6.272 F_Flow: 33.097 F_Warp: 1.393 W: 2.995 D_real: 0.642 D_fake: 0.988 
(epoch: 4, iters: 5820, time: 0.067) G_GAN: 2.099 G_GAN_Feat: 9.625 G_VGG: 6.416 F_Flow: 36.573 F_Warp: 1.428 W: 3.071 D_real: 1.701 D_fake: 0.187 
(epoch: 4, iters: 6120, time: 0.066) G_GAN: 1.271 G_GAN_Feat: 10.387 G_VGG: 6.171 F_Flow: 32.752 F_Warp: 1.411 W: 3.028 D_real: 0.701 D_fake: 0.965 
saving the latest model (epoch 4, total_steps 36000)
(epoch: 4, iters: 6420, time: 0.066) G_GAN: 2.294 G_GAN_Feat: 8.614 G_VGG: 6.052 F_Flow: 34.013 F_Warp: 1.412 W: 3.015 D_real: 1.969 D_fake: 0.067 
(epoch: 4, iters: 6720, time: 0.065) G_GAN: 1.095 G_GAN_Feat: 10.190 G_VGG: 6.229 F_Flow: 39.421 F_Warp: 1.495 W: 3.123 D_real: 0.577 D_fake: 1.082 
(epoch: 4, iters: 7020, time: 0.066) G_GAN: 2.356 G_GAN_Feat: 10.790 G_VGG: 6.416 F_Flow: 33.954 F_Warp: 1.521 W: 3.108 D_real: 1.841 D_fake: 0.079 
(epoch: 4, iters: 7320, time: 0.066) G_GAN: 1.323 G_GAN_Feat: 10.758 G_VGG: 6.217 F_Flow: 28.672 F_Warp: 1.502 W: 2.969 D_real: 0.823 D_fake: 0.815 
(epoch: 4, iters: 7620, time: 0.066) G_GAN: 2.200 G_GAN_Feat: 9.334 G_VGG: 6.158 F_Flow: 35.807 F_Warp: 1.342 W: 3.030 D_real: 1.888 D_fake: 0.054 
(epoch: 4, iters: 7920, time: 0.066) G_GAN: 0.904 G_GAN_Feat: 10.807 G_VGG: 5.856 F_Flow: 34.300 F_Warp: 1.531 W: 3.162 D_real: 0.382 D_fake: 1.233 
(epoch: 4, iters: 8220, time: 0.066) G_GAN: 2.161 G_GAN_Feat: 9.215 G_VGG: 6.692 F_Flow: 32.752 F_Warp: 1.467 W: 3.067 D_real: 1.903 D_fake: 0.055 
(epoch: 4, iters: 8520, time: 0.065) G_GAN: 1.316 G_GAN_Feat: 11.061 G_VGG: 6.470 F_Flow: 37.842 F_Warp: 1.548 W: 3.244 D_real: 0.524 D_fake: 1.129 
(epoch: 4, iters: 8820, time: 0.065) G_GAN: 1.821 G_GAN_Feat: 8.425 G_VGG: 6.001 F_Flow: 35.126 F_Warp: 1.317 W: 2.958 D_real: 1.603 D_fake: 0.208 
(epoch: 4, iters: 9120, time: 0.064) G_GAN: 0.903 G_GAN_Feat: 10.778 G_VGG: 6.241 F_Flow: 31.005 F_Warp: 1.335 W: 2.995 D_real: 0.395 D_fake: 1.241 
saving the latest model (epoch 4, total_steps 39000)
(epoch: 4, iters: 9420, time: 0.065) G_GAN: 1.883 G_GAN_Feat: 10.599 G_VGG: 6.036 F_Flow: 33.083 F_Warp: 1.238 W: 2.877 D_real: 1.486 D_fake: 0.252 
(epoch: 4, iters: 9720, time: 0.065) G_GAN: 0.277 G_GAN_Feat: 9.610 G_VGG: 6.128 F_Flow: 31.706 F_Warp: 1.257 W: 2.718 D_real: 0.123 D_fake: 1.793 
End of epoch 4 / 100 	 Time Taken: 708 sec
(epoch: 5, iters: 60, time: 0.117) G_GAN: 1.759 G_GAN_Feat: 10.725 G_VGG: 6.441 F_Flow: 35.220 F_Warp: 1.476 W: 3.030 D_real: 1.091 D_fake: 0.515 
(epoch: 5, iters: 360, time: 0.081) G_GAN: 2.187 G_GAN_Feat: 10.247 G_VGG: 6.314 F_Flow: 34.806 F_Warp: 1.402 W: 2.981 D_real: 1.641 D_fake: 0.098 
(epoch: 5, iters: 660, time: 0.078) G_GAN: 0.957 G_GAN_Feat: 10.102 G_VGG: 5.966 F_Flow: 31.315 F_Warp: 1.276 W: 2.822 D_real: 0.424 D_fake: 1.108 
(epoch: 5, iters: 960, time: 0.077) G_GAN: 2.216 G_GAN_Feat: 9.331 G_VGG: 6.259 F_Flow: 33.300 F_Warp: 1.357 W: 3.026 D_real: 1.852 D_fake: 0.196 
(epoch: 5, iters: 1260, time: 0.078) G_GAN: 0.655 G_GAN_Feat: 9.732 G_VGG: 5.993 F_Flow: 31.703 F_Warp: 1.340 W: 2.903 D_real: 0.333 D_fake: 1.446 
(epoch: 5, iters: 1560, time: 0.073) G_GAN: 2.523 G_GAN_Feat: 10.094 G_VGG: 6.353 F_Flow: 35.754 F_Warp: 1.466 W: 3.120 D_real: 2.085 D_fake: 0.028 
(epoch: 5, iters: 1860, time: 0.074) G_GAN: 1.267 G_GAN_Feat: 10.142 G_VGG: 6.102 F_Flow: 30.968 F_Warp: 1.360 W: 3.009 D_real: 0.795 D_fake: 0.670 
(epoch: 5, iters: 2160, time: 0.073) G_GAN: 0.934 G_GAN_Feat: 10.767 G_VGG: 6.074 F_Flow: 32.503 F_Warp: 1.393 W: 3.028 D_real: 0.327 D_fake: 1.169 
saving the latest model (epoch 5, total_steps 42000)
(epoch: 5, iters: 2460, time: 0.073) G_GAN: 2.052 G_GAN_Feat: 8.570 G_VGG: 6.096 F_Flow: 28.612 F_Warp: 1.319 W: 2.813 D_real: 1.774 D_fake: 0.138 
(epoch: 5, iters: 2760, time: 0.070) G_GAN: 0.676 G_GAN_Feat: 11.188 G_VGG: 6.108 F_Flow: 32.875 F_Warp: 1.398 W: 3.080 D_real: 0.266 D_fake: 1.539 
(epoch: 5, iters: 3060, time: 0.068) G_GAN: 2.420 G_GAN_Feat: 8.949 G_VGG: 5.958 F_Flow: 35.247 F_Warp: 1.229 W: 2.801 D_real: 2.125 D_fake: 0.022 
(epoch: 5, iters: 3360, time: 0.068) G_GAN: 1.245 G_GAN_Feat: 10.298 G_VGG: 6.127 F_Flow: 31.962 F_Warp: 1.325 W: 2.853 D_real: 0.756 D_fake: 0.949 
(epoch: 5, iters: 3660, time: 0.069) G_GAN: 1.242 G_GAN_Feat: 10.043 G_VGG: 6.098 F_Flow: 34.519 F_Warp: 1.190 W: 2.798 D_real: 0.624 D_fake: 0.746 
(epoch: 5, iters: 3960, time: 0.068) G_GAN: 2.771 G_GAN_Feat: 10.344 G_VGG: 6.257 F_Flow: 32.373 F_Warp: 1.271 W: 2.855 D_real: 2.446 D_fake: 0.012 
(epoch: 5, iters: 4260, time: 0.068) G_GAN: 0.937 G_GAN_Feat: 10.312 G_VGG: 5.997 F_Flow: 35.103 F_Warp: 1.385 W: 3.074 D_real: 0.574 D_fake: 1.124 
(epoch: 5, iters: 4560, time: 0.067) G_GAN: 0.218 G_GAN_Feat: 11.226 G_VGG: 6.242 F_Flow: 30.574 F_Warp: 1.390 W: 3.046 D_real: 0.010 D_fake: 2.575 
(epoch: 5, iters: 4860, time: 0.066) G_GAN: 2.097 G_GAN_Feat: 11.352 G_VGG: 6.094 F_Flow: 35.684 F_Warp: 1.347 W: 3.038 D_real: 1.437 D_fake: 0.202 
(epoch: 5, iters: 5160, time: 0.067) G_GAN: 1.776 G_GAN_Feat: 10.609 G_VGG: 6.138 F_Flow: 30.688 F_Warp: 1.253 W: 2.813 D_real: 1.141 D_fake: 0.319 
saving the latest model (epoch 5, total_steps 45000)
(epoch: 5, iters: 5460, time: 0.067) G_GAN: 0.293 G_GAN_Feat: 10.560 G_VGG: 6.004 F_Flow: 32.412 F_Warp: 1.355 W: 2.886 D_real: 0.056 D_fake: 1.790 
(epoch: 5, iters: 5760, time: 0.067) G_GAN: 1.716 G_GAN_Feat: 11.293 G_VGG: 6.225 F_Flow: 34.179 F_Warp: 1.442 W: 3.033 D_real: 1.094 D_fake: 0.493 
(epoch: 5, iters: 6060, time: 0.067) G_GAN: 0.623 G_GAN_Feat: 10.445 G_VGG: 5.716 F_Flow: 32.341 F_Warp: 1.183 W: 2.719 D_real: 0.282 D_fake: 1.444 
(epoch: 5, iters: 6360, time: 0.066) G_GAN: 2.557 G_GAN_Feat: 11.164 G_VGG: 6.410 F_Flow: 35.878 F_Warp: 1.435 W: 3.085 D_real: 1.910 D_fake: 0.055 
(epoch: 5, iters: 6660, time: 0.067) G_GAN: 0.970 G_GAN_Feat: 10.722 G_VGG: 6.132 F_Flow: 30.382 F_Warp: 1.367 W: 2.994 D_real: 0.435 D_fake: 1.207 
(epoch: 5, iters: 6960, time: 0.067) G_GAN: 2.401 G_GAN_Feat: 9.519 G_VGG: 6.080 F_Flow: 33.898 F_Warp: 1.232 W: 2.723 D_real: 2.128 D_fake: 0.048 
(epoch: 5, iters: 7260, time: 0.067) G_GAN: 0.732 G_GAN_Feat: 9.184 G_VGG: 6.095 F_Flow: 31.821 F_Warp: 1.315 W: 2.957 D_real: 0.373 D_fake: 1.401 
(epoch: 5, iters: 7560, time: 0.067) G_GAN: 2.135 G_GAN_Feat: 10.352 G_VGG: 6.290 F_Flow: 31.209 F_Warp: 1.493 W: 3.036 D_real: 1.603 D_fake: 0.080 
(epoch: 5, iters: 7860, time: 0.065) G_GAN: 0.727 G_GAN_Feat: 10.197 G_VGG: 6.147 F_Flow: 32.777 F_Warp: 1.337 W: 2.924 D_real: 0.213 D_fake: 1.531 
(epoch: 5, iters: 8160, time: 0.068) G_GAN: 1.754 G_GAN_Feat: 10.685 G_VGG: 6.378 F_Flow: 33.864 F_Warp: 1.462 W: 3.012 D_real: 1.263 D_fake: 0.372 
saving the latest model (epoch 5, total_steps 48000)
(epoch: 5, iters: 8460, time: 0.068) G_GAN: 0.823 G_GAN_Feat: 10.398 G_VGG: 5.958 F_Flow: 33.965 F_Warp: 1.274 W: 2.874 D_real: 0.226 D_fake: 1.416 
(epoch: 5, iters: 8760, time: 0.066) G_GAN: 1.554 G_GAN_Feat: 10.976 G_VGG: 6.041 F_Flow: 28.969 F_Warp: 1.369 W: 3.032 D_real: 0.830 D_fake: 0.633 
(epoch: 5, iters: 9060, time: 0.066) G_GAN: 0.808 G_GAN_Feat: 11.073 G_VGG: 6.014 F_Flow: 31.343 F_Warp: 1.268 W: 2.806 D_real: 0.270 D_fake: 1.235 
(epoch: 5, iters: 9360, time: 0.066) G_GAN: 2.301 G_GAN_Feat: 8.697 G_VGG: 5.925 F_Flow: 36.604 F_Warp: 1.276 W: 2.719 D_real: 2.078 D_fake: 0.057 
(epoch: 5, iters: 9660, time: 0.065) G_GAN: 0.696 G_GAN_Feat: 10.711 G_VGG: 6.083 F_Flow: 32.656 F_Warp: 1.245 W: 2.833 D_real: 0.291 D_fake: 1.622 
(epoch: 5, iters: 9960, time: 0.067) G_GAN: 2.295 G_GAN_Feat: 10.621 G_VGG: 5.960 F_Flow: 30.132 F_Warp: 1.165 W: 2.627 D_real: 1.862 D_fake: 0.043 
End of epoch 5 / 100 	 Time Taken: 714 sec
saving the model at the end of epoch 5, iters 49800
(epoch: 6, iters: 300, time: 0.088) G_GAN: 1.297 G_GAN_Feat: 9.599 G_VGG: 6.021 F_Flow: 32.055 F_Warp: 1.264 W: 2.802 D_real: 0.781 D_fake: 0.907 
(epoch: 6, iters: 600, time: 0.079) G_GAN: 2.245 G_GAN_Feat: 8.997 G_VGG: 5.951 F_Flow: 29.639 F_Warp: 1.285 W: 2.761 D_real: 1.809 D_fake: 0.164 
(epoch: 6, iters: 900, time: 0.079) G_GAN: 1.017 G_GAN_Feat: 11.353 G_VGG: 5.994 F_Flow: 30.887 F_Warp: 1.264 W: 2.920 D_real: 0.226 D_fake: 1.490 
(epoch: 6, iters: 1200, time: 0.080) G_GAN: 2.136 G_GAN_Feat: 9.549 G_VGG: 6.005 F_Flow: 32.191 F_Warp: 1.184 W: 2.819 D_real: 1.743 D_fake: 0.122 
saving the latest model (epoch 6, total_steps 51000)
(epoch: 6, iters: 1500, time: 0.074) G_GAN: 0.793 G_GAN_Feat: 10.181 G_VGG: 5.793 F_Flow: 30.529 F_Warp: 1.169 W: 2.729 D_real: 0.384 D_fake: 1.344 
(epoch: 6, iters: 1800, time: 0.074) G_GAN: 1.181 G_GAN_Feat: 10.865 G_VGG: 6.032 F_Flow: 35.139 F_Warp: 1.282 W: 2.813 D_real: 0.410 D_fake: 0.940 
(epoch: 6, iters: 2100, time: 0.073) G_GAN: 2.381 G_GAN_Feat: 9.143 G_VGG: 5.891 F_Flow: 28.549 F_Warp: 1.227 W: 2.698 D_real: 2.014 D_fake: 0.135 
(epoch: 6, iters: 2400, time: 0.074) G_GAN: 1.505 G_GAN_Feat: 10.980 G_VGG: 6.226 F_Flow: 31.515 F_Warp: 1.330 W: 2.915 D_real: 0.729 D_fake: 0.803 
(epoch: 6, iters: 2700, time: 0.069) G_GAN: 2.134 G_GAN_Feat: 11.548 G_VGG: 6.084 F_Flow: 33.698 F_Warp: 1.311 W: 2.793 D_real: 1.509 D_fake: 0.131 
(epoch: 6, iters: 3000, time: 0.069) G_GAN: 0.790 G_GAN_Feat: 9.396 G_VGG: 6.043 F_Flow: 26.258 F_Warp: 1.353 W: 2.873 D_real: 0.530 D_fake: 1.342 
(epoch: 6, iters: 3300, time: 0.069) G_GAN: 1.905 G_GAN_Feat: 11.289 G_VGG: 6.304 F_Flow: 31.676 F_Warp: 1.384 W: 2.958 D_real: 1.048 D_fake: 0.414 
(epoch: 6, iters: 3600, time: 0.070) G_GAN: 1.236 G_GAN_Feat: 11.466 G_VGG: 5.950 F_Flow: 26.958 F_Warp: 1.199 W: 2.667 D_real: 0.279 D_fake: 1.226 
(epoch: 6, iters: 3900, time: 0.069) G_GAN: 2.485 G_GAN_Feat: 10.412 G_VGG: 6.130 F_Flow: 32.912 F_Warp: 1.379 W: 3.013 D_real: 1.977 D_fake: 0.130 
(epoch: 6, iters: 4200, time: 0.067) G_GAN: 0.441 G_GAN_Feat: 11.346 G_VGG: 5.908 F_Flow: 32.481 F_Warp: 1.305 W: 2.939 D_real: 0.021 D_fake: 2.346 
saving the latest model (epoch 6, total_steps 54000)
(epoch: 6, iters: 4500, time: 0.067) G_GAN: 1.513 G_GAN_Feat: 10.728 G_VGG: 6.376 F_Flow: 32.959 F_Warp: 1.497 W: 3.110 D_real: 0.972 D_fake: 0.727 
(epoch: 6, iters: 4800, time: 0.066) G_GAN: 1.424 G_GAN_Feat: 9.491 G_VGG: 5.741 F_Flow: 30.527 F_Warp: 1.154 W: 2.716 D_real: 1.043 D_fake: 0.383 
(epoch: 6, iters: 5100, time: 0.065) G_GAN: 0.388 G_GAN_Feat: 10.259 G_VGG: 6.190 F_Flow: 29.449 F_Warp: 1.297 W: 2.829 D_real: 0.205 D_fake: 1.867 
(epoch: 6, iters: 5400, time: 0.066) G_GAN: 2.313 G_GAN_Feat: 11.466 G_VGG: 6.214 F_Flow: 35.680 F_Warp: 1.425 W: 3.113 D_real: 1.715 D_fake: 0.097 
(epoch: 6, iters: 5700, time: 0.067) G_GAN: 0.291 G_GAN_Feat: 10.505 G_VGG: 6.256 F_Flow: 35.037 F_Warp: 1.426 W: 3.098 D_real: 0.052 D_fake: 1.718 
(epoch: 6, iters: 6000, time: 0.066) G_GAN: 1.214 G_GAN_Feat: 10.218 G_VGG: 5.792 F_Flow: 30.151 F_Warp: 1.249 W: 2.758 D_real: 0.677 D_fake: 0.626 
(epoch: 6, iters: 6300, time: 0.066) G_GAN: 1.872 G_GAN_Feat: 10.993 G_VGG: 5.921 F_Flow: 29.694 F_Warp: 1.284 W: 2.834 D_real: 1.204 D_fake: 0.430 
(epoch: 6, iters: 6600, time: 0.067) G_GAN: 0.443 G_GAN_Feat: 9.615 G_VGG: 6.344 F_Flow: 28.080 F_Warp: 1.519 W: 3.143 D_real: 0.260 D_fake: 1.939 
(epoch: 6, iters: 6900, time: 0.068) G_GAN: 2.002 G_GAN_Feat: 10.296 G_VGG: 6.091 F_Flow: 29.596 F_Warp: 1.260 W: 2.786 D_real: 1.494 D_fake: 0.403 
(epoch: 6, iters: 7200, time: 0.067) G_GAN: 0.321 G_GAN_Feat: 10.093 G_VGG: 5.999 F_Flow: 30.095 F_Warp: 1.284 W: 2.879 D_real: 0.020 D_fake: 2.047 
saving the latest model (epoch 6, total_steps 57000)
(epoch: 6, iters: 7500, time: 0.067) G_GAN: 2.459 G_GAN_Feat: 11.363 G_VGG: 6.321 F_Flow: 31.969 F_Warp: 1.409 W: 2.975 D_real: 2.030 D_fake: 0.047 
(epoch: 6, iters: 7800, time: 0.067) G_GAN: 1.037 G_GAN_Feat: 10.894 G_VGG: 6.104 F_Flow: 29.376 F_Warp: 1.232 W: 2.752 D_real: 0.407 D_fake: 1.075 
(epoch: 6, iters: 8100, time: 0.067) G_GAN: 2.241 G_GAN_Feat: 10.597 G_VGG: 5.927 F_Flow: 33.402 F_Warp: 1.215 W: 2.738 D_real: 1.776 D_fake: 0.127 
(epoch: 6, iters: 8400, time: 0.064) G_GAN: 0.499 G_GAN_Feat: 10.980 G_VGG: 6.083 F_Flow: 30.762 F_Warp: 1.392 W: 3.032 D_real: 0.054 D_fake: 1.796 
(epoch: 6, iters: 8700, time: 0.066) G_GAN: 2.098 G_GAN_Feat: 12.169 G_VGG: 6.297 F_Flow: 32.290 F_Warp: 1.651 W: 3.261 D_real: 1.461 D_fake: 0.220 
(epoch: 6, iters: 9000, time: 0.066) G_GAN: 0.559 G_GAN_Feat: 10.521 G_VGG: 6.201 F_Flow: 28.461 F_Warp: 1.388 W: 2.889 D_real: 0.245 D_fake: 1.589 
(epoch: 6, iters: 9300, time: 0.065) G_GAN: 1.542 G_GAN_Feat: 11.950 G_VGG: 5.944 F_Flow: 33.501 F_Warp: 1.207 W: 2.791 D_real: 0.335 D_fake: 1.101 
(epoch: 6, iters: 9600, time: 0.066) G_GAN: 0.243 G_GAN_Feat: 9.137 G_VGG: 5.934 F_Flow: 32.352 F_Warp: 1.291 W: 2.776 D_real: 0.112 D_fake: 2.189 
(epoch: 6, iters: 9900, time: 0.065) G_GAN: 2.234 G_GAN_Feat: 11.610 G_VGG: 6.076 F_Flow: 32.739 F_Warp: 1.311 W: 2.850 D_real: 1.434 D_fake: 0.216 
End of epoch 6 / 100 	 Time Taken: 715 sec
(epoch: 7, iters: 240, time: 0.128) G_GAN: 0.859 G_GAN_Feat: 10.161 G_VGG: 5.924 F_Flow: 32.917 F_Warp: 1.253 W: 2.876 D_real: 0.459 D_fake: 1.383 
saving the latest model (epoch 7, total_steps 60000)
(epoch: 7, iters: 540, time: 0.078) G_GAN: 2.110 G_GAN_Feat: 11.304 G_VGG: 6.023 F_Flow: 30.948 F_Warp: 1.274 W: 2.774 D_real: 1.427 D_fake: 0.295 
(epoch: 7, iters: 840, time: 0.081) G_GAN: 0.858 G_GAN_Feat: 9.201 G_VGG: 5.797 F_Flow: 33.879 F_Warp: 1.218 W: 2.739 D_real: 0.675 D_fake: 1.175 
(epoch: 7, iters: 1140, time: 0.079) G_GAN: 1.490 G_GAN_Feat: 10.363 G_VGG: 5.979 F_Flow: 30.672 F_Warp: 1.234 W: 2.784 D_real: 0.720 D_fake: 0.504 
(epoch: 7, iters: 1440, time: 0.077) G_GAN: 0.336 G_GAN_Feat: 9.419 G_VGG: 5.930 F_Flow: 29.280 F_Warp: 1.193 W: 2.749 D_real: 0.111 D_fake: 1.949 
(epoch: 7, iters: 1740, time: 0.074) G_GAN: 2.532 G_GAN_Feat: 8.573 G_VGG: 6.144 F_Flow: 30.879 F_Warp: 1.440 W: 3.147 D_real: 2.306 D_fake: 0.063 
(epoch: 7, iters: 2040, time: 0.074) G_GAN: 1.500 G_GAN_Feat: 11.253 G_VGG: 5.892 F_Flow: 30.898 F_Warp: 1.318 W: 2.903 D_real: 0.761 D_fake: 0.980 
(epoch: 7, iters: 2340, time: 0.073) G_GAN: 2.189 G_GAN_Feat: 10.055 G_VGG: 5.842 F_Flow: 29.836 F_Warp: 1.275 W: 2.822 D_real: 1.609 D_fake: 0.168 
(epoch: 7, iters: 2640, time: 0.070) G_GAN: 0.627 G_GAN_Feat: 9.579 G_VGG: 5.916 F_Flow: 31.191 F_Warp: 1.215 W: 2.759 D_real: 0.239 D_fake: 1.656 
(epoch: 7, iters: 2940, time: 0.067) G_GAN: 1.924 G_GAN_Feat: 9.768 G_VGG: 5.730 F_Flow: 28.811 F_Warp: 1.109 W: 2.693 D_real: 1.180 D_fake: 0.524 
(epoch: 7, iters: 3240, time: 0.068) G_GAN: 0.238 G_GAN_Feat: 11.241 G_VGG: 6.188 F_Flow: 33.412 F_Warp: 1.407 W: 2.958 D_real: 0.037 D_fake: 1.778 
saving the latest model (epoch 7, total_steps 63000)
(epoch: 7, iters: 3540, time: 0.066) G_GAN: 1.885 G_GAN_Feat: 8.462 G_VGG: 5.678 F_Flow: 27.310 F_Warp: 1.107 W: 2.657 D_real: 1.552 D_fake: 0.376 
(epoch: 7, iters: 3840, time: 0.068) G_GAN: 1.462 G_GAN_Feat: 10.833 G_VGG: 6.094 F_Flow: 28.416 F_Warp: 1.353 W: 2.865 D_real: 0.786 D_fake: 0.569 
(epoch: 7, iters: 4140, time: 0.066) G_GAN: 1.375 G_GAN_Feat: 11.335 G_VGG: 6.317 F_Flow: 29.916 F_Warp: 1.504 W: 3.042 D_real: 0.639 D_fake: 0.768 
(epoch: 7, iters: 4440, time: 0.065) G_GAN: 2.478 G_GAN_Feat: 9.846 G_VGG: 6.208 F_Flow: 36.569 F_Warp: 1.410 W: 3.056 D_real: 2.129 D_fake: 0.178 
(epoch: 7, iters: 4740, time: 0.066) G_GAN: 0.284 G_GAN_Feat: 10.055 G_VGG: 5.843 F_Flow: 30.628 F_Warp: 1.247 W: 2.756 D_real: 0.053 D_fake: 1.823 
(epoch: 7, iters: 5040, time: 0.066) G_GAN: 1.814 G_GAN_Feat: 10.387 G_VGG: 5.714 F_Flow: 30.809 F_Warp: 1.276 W: 2.790 D_real: 0.998 D_fake: 0.168 
(epoch: 7, iters: 5340, time: 0.066) G_GAN: 0.673 G_GAN_Feat: 9.424 G_VGG: 6.003 F_Flow: 30.023 F_Warp: 1.325 W: 2.783 D_real: 0.504 D_fake: 1.362 
(epoch: 7, iters: 5640, time: 0.065) G_GAN: 0.880 G_GAN_Feat: 10.274 G_VGG: 6.076 F_Flow: 33.422 F_Warp: 1.211 W: 2.817 D_real: 0.549 D_fake: 1.236 
(epoch: 7, iters: 5940, time: 0.065) G_GAN: 2.207 G_GAN_Feat: 10.186 G_VGG: 5.751 F_Flow: 33.269 F_Warp: 1.255 W: 2.831 D_real: 1.650 D_fake: 0.090 
(epoch: 7, iters: 6240, time: 0.065) G_GAN: 1.209 G_GAN_Feat: 10.138 G_VGG: 5.937 F_Flow: 30.462 F_Warp: 1.250 W: 2.782 D_real: 0.694 D_fake: 0.506 
saving the latest model (epoch 7, total_steps 66000)
(epoch: 7, iters: 6540, time: 0.066) G_GAN: 0.694 G_GAN_Feat: 12.139 G_VGG: 5.842 F_Flow: 31.433 F_Warp: 1.367 W: 2.800 D_real: 0.032 D_fake: 1.670 
(epoch: 7, iters: 6840, time: 0.066) G_GAN: 2.207 G_GAN_Feat: 12.155 G_VGG: 6.011 F_Flow: 32.158 F_Warp: 1.327 W: 2.685 D_real: 1.420 D_fake: 0.258 
(epoch: 7, iters: 7140, time: 0.065) G_GAN: 0.805 G_GAN_Feat: 10.687 G_VGG: 6.112 F_Flow: 29.719 F_Warp: 1.256 W: 2.684 D_real: 0.232 D_fake: 1.266 
(epoch: 7, iters: 7440, time: 0.066) G_GAN: 2.569 G_GAN_Feat: 11.180 G_VGG: 5.840 F_Flow: 29.683 F_Warp: 1.191 W: 2.750 D_real: 2.003 D_fake: 0.053 
(epoch: 7, iters: 7740, time: 0.066) G_GAN: 0.532 G_GAN_Feat: 10.584 G_VGG: 5.899 F_Flow: 29.133 F_Warp: 1.282 W: 2.875 D_real: 0.064 D_fake: 2.475 
(epoch: 7, iters: 8040, time: 0.066) G_GAN: 2.002 G_GAN_Feat: 11.930 G_VGG: 5.669 F_Flow: 29.664 F_Warp: 1.215 W: 2.825 D_real: 0.854 D_fake: 0.423 
(epoch: 7, iters: 8340, time: 0.066) G_GAN: 1.947 G_GAN_Feat: 10.813 G_VGG: 5.946 F_Flow: 33.828 F_Warp: 1.368 W: 2.897 D_real: 1.148 D_fake: 0.291 
(epoch: 7, iters: 8640, time: 0.066) G_GAN: 0.327 G_GAN_Feat: 10.337 G_VGG: 6.102 F_Flow: 31.367 F_Warp: 1.381 W: 2.927 D_real: 0.058 D_fake: 2.124 
(epoch: 7, iters: 8940, time: 0.066) G_GAN: 1.927 G_GAN_Feat: 10.378 G_VGG: 5.797 F_Flow: 31.288 F_Warp: 1.183 W: 2.692 D_real: 1.360 D_fake: 0.339 
(epoch: 7, iters: 9240, time: 0.067) G_GAN: 0.575 G_GAN_Feat: 11.020 G_VGG: 6.163 F_Flow: 32.512 F_Warp: 1.468 W: 3.094 D_real: 0.134 D_fake: 1.375 
saving the latest model (epoch 7, total_steps 69000)
(epoch: 7, iters: 9540, time: 0.066) G_GAN: 1.345 G_GAN_Feat: 9.569 G_VGG: 5.822 F_Flow: 32.691 F_Warp: 1.324 W: 2.887 D_real: 0.819 D_fake: 0.675 
(epoch: 7, iters: 9840, time: 0.066) G_GAN: 1.510 G_GAN_Feat: 9.883 G_VGG: 6.175 F_Flow: 35.832 F_Warp: 1.343 W: 2.959 D_real: 1.099 D_fake: 0.722 
End of epoch 7 / 100 	 Time Taken: 713 sec
(epoch: 8, iters: 180, time: 0.122) G_GAN: 0.305 G_GAN_Feat: 10.240 G_VGG: 5.797 F_Flow: 32.230 F_Warp: 1.207 W: 2.629 D_real: 0.021 D_fake: 2.029 
(epoch: 8, iters: 480, time: 0.079) G_GAN: 2.414 G_GAN_Feat: 10.937 G_VGG: 5.922 F_Flow: 31.918 F_Warp: 1.283 W: 2.777 D_real: 1.768 D_fake: 0.057 
(epoch: 8, iters: 780, time: 0.078) G_GAN: 0.407 G_GAN_Feat: 10.333 G_VGG: 5.935 F_Flow: 30.026 F_Warp: 1.280 W: 2.786 D_real: 0.045 D_fake: 1.616 
(epoch: 8, iters: 1080, time: 0.077) G_GAN: 1.683 G_GAN_Feat: 11.178 G_VGG: 5.779 F_Flow: 29.223 F_Warp: 1.138 W: 2.622 D_real: 0.738 D_fake: 0.724 
(epoch: 8, iters: 1380, time: 0.075) G_GAN: 2.450 G_GAN_Feat: 13.139 G_VGG: 6.098 F_Flow: 29.305 F_Warp: 1.422 W: 3.009 D_real: 1.387 D_fake: 0.140 
(epoch: 8, iters: 1680, time: 0.074) G_GAN: 2.006 G_GAN_Feat: 11.123 G_VGG: 6.145 F_Flow: 30.011 F_Warp: 1.337 W: 2.858 D_real: 1.116 D_fake: 0.283 
(epoch: 8, iters: 1980, time: 0.074) G_GAN: 0.701 G_GAN_Feat: 10.572 G_VGG: 5.801 F_Flow: 30.394 F_Warp: 1.289 W: 2.933 D_real: 0.251 D_fake: 1.377 
(epoch: 8, iters: 2280, time: 0.075) G_GAN: 2.303 G_GAN_Feat: 11.334 G_VGG: 5.966 F_Flow: 30.535 F_Warp: 1.283 W: 2.862 D_real: 1.617 D_fake: 0.172 
saving the latest model (epoch 8, total_steps 72000)
(epoch: 8, iters: 2580, time: 0.073) G_GAN: 1.668 G_GAN_Feat: 10.996 G_VGG: 6.118 F_Flow: 29.263 F_Warp: 1.313 W: 2.781 D_real: 0.862 D_fake: 0.479 
(epoch: 8, iters: 2880, time: 0.068) G_GAN: 0.521 G_GAN_Feat: 10.773 G_VGG: 5.976 F_Flow: 31.817 F_Warp: 1.295 W: 2.899 D_real: 0.107 D_fake: 1.393 
(epoch: 8, iters: 3180, time: 0.069) G_GAN: 2.273 G_GAN_Feat: 8.911 G_VGG: 6.063 F_Flow: 28.779 F_Warp: 1.262 W: 2.720 D_real: 1.942 D_fake: 0.089 
(epoch: 8, iters: 3480, time: 0.068) G_GAN: 0.922 G_GAN_Feat: 11.889 G_VGG: 6.229 F_Flow: 30.460 F_Warp: 1.364 W: 2.854 D_real: 0.172 D_fake: 1.418 
(epoch: 8, iters: 3780, time: 0.068) G_GAN: 2.323 G_GAN_Feat: 11.386 G_VGG: 5.885 F_Flow: 33.766 F_Warp: 1.206 W: 2.788 D_real: 1.441 D_fake: 0.302 
(epoch: 8, iters: 4080, time: 0.068) G_GAN: 2.212 G_GAN_Feat: 11.453 G_VGG: 5.716 F_Flow: 29.222 F_Warp: 1.195 W: 2.773 D_real: 1.522 D_fake: 0.208 
(epoch: 8, iters: 4380, time: 0.068) G_GAN: 0.883 G_GAN_Feat: 10.032 G_VGG: 5.978 F_Flow: 29.421 F_Warp: 1.274 W: 2.923 D_real: 0.451 D_fake: 1.347 
(epoch: 8, iters: 4680, time: 0.067) G_GAN: 1.244 G_GAN_Feat: 10.630 G_VGG: 5.967 F_Flow: 35.626 F_Warp: 1.315 W: 2.923 D_real: 0.592 D_fake: 0.893 
(epoch: 8, iters: 4980, time: 0.068) G_GAN: 1.644 G_GAN_Feat: 11.841 G_VGG: 5.951 F_Flow: 31.643 F_Warp: 1.361 W: 2.965 D_real: 0.512 D_fake: 0.633 
(epoch: 8, iters: 5280, time: 0.066) G_GAN: 2.588 G_GAN_Feat: 10.866 G_VGG: 6.279 F_Flow: 31.210 F_Warp: 1.401 W: 2.983 D_real: 2.106 D_fake: 0.046 
saving the latest model (epoch 8, total_steps 75000)
(epoch: 8, iters: 5580, time: 0.067) G_GAN: 0.805 G_GAN_Feat: 9.913 G_VGG: 5.752 F_Flow: 30.795 F_Warp: 1.244 W: 2.818 D_real: 0.621 D_fake: 1.210 
(epoch: 8, iters: 5880, time: 0.067) G_GAN: 0.893 G_GAN_Feat: 11.370 G_VGG: 5.848 F_Flow: 32.843 F_Warp: 1.283 W: 2.812 D_real: 0.188 D_fake: 1.719 
(epoch: 8, iters: 6180, time: 0.067) G_GAN: 2.362 G_GAN_Feat: 10.157 G_VGG: 5.870 F_Flow: 27.754 F_Warp: 1.356 W: 2.891 D_real: 1.875 D_fake: 0.076 
(epoch: 8, iters: 6480, time: 0.065) G_GAN: 0.632 G_GAN_Feat: 10.320 G_VGG: 5.747 F_Flow: 30.335 F_Warp: 1.353 W: 2.894 D_real: 0.237 D_fake: 1.431 
(epoch: 8, iters: 6780, time: 0.065) G_GAN: 1.791 G_GAN_Feat: 12.053 G_VGG: 6.011 F_Flow: 27.871 F_Warp: 1.315 W: 2.883 D_real: 0.539 D_fake: 0.931 
(epoch: 8, iters: 7080, time: 0.066) G_GAN: 2.316 G_GAN_Feat: 10.898 G_VGG: 6.228 F_Flow: 30.075 F_Warp: 1.362 W: 2.813 D_real: 1.687 D_fake: 0.146 
(epoch: 8, iters: 7380, time: 0.067) G_GAN: 0.751 G_GAN_Feat: 10.533 G_VGG: 6.021 F_Flow: 29.268 F_Warp: 1.326 W: 2.848 D_real: 0.300 D_fake: 1.670 
(epoch: 8, iters: 7680, time: 0.066) G_GAN: 2.053 G_GAN_Feat: 10.853 G_VGG: 5.986 F_Flow: 32.164 F_Warp: 1.273 W: 2.699 D_real: 1.367 D_fake: 0.225 
(epoch: 8, iters: 7980, time: 0.066) G_GAN: 0.573 G_GAN_Feat: 10.881 G_VGG: 6.150 F_Flow: 26.120 F_Warp: 1.326 W: 2.744 D_real: 0.150 D_fake: 1.481 
(epoch: 8, iters: 8280, time: 0.066) G_GAN: 2.551 G_GAN_Feat: 10.652 G_VGG: 6.036 F_Flow: 32.987 F_Warp: 1.246 W: 2.852 D_real: 2.139 D_fake: 0.031 
saving the latest model (epoch 8, total_steps 78000)
(epoch: 8, iters: 8580, time: 0.066) G_GAN: 0.700 G_GAN_Feat: 10.096 G_VGG: 5.596 F_Flow: 30.004 F_Warp: 1.111 W: 2.523 D_real: 0.200 D_fake: 1.530 
(epoch: 8, iters: 8880, time: 0.065) G_GAN: 0.834 G_GAN_Feat: 11.612 G_VGG: 5.763 F_Flow: 29.495 F_Warp: 1.146 W: 2.722 D_real: 0.183 D_fake: 1.471 
(epoch: 8, iters: 9180, time: 0.064) G_GAN: 2.296 G_GAN_Feat: 9.948 G_VGG: 6.098 F_Flow: 28.642 F_Warp: 1.372 W: 2.867 D_real: 1.850 D_fake: 0.102 
(epoch: 8, iters: 9480, time: 0.066) G_GAN: 0.753 G_GAN_Feat: 11.047 G_VGG: 5.819 F_Flow: 34.821 F_Warp: 1.309 W: 2.819 D_real: 0.220 D_fake: 1.167 
(epoch: 8, iters: 9780, time: 0.066) G_GAN: 2.583 G_GAN_Feat: 10.321 G_VGG: 5.812 F_Flow: 30.221 F_Warp: 1.227 W: 2.790 D_real: 2.159 D_fake: 0.025 
End of epoch 8 / 100 	 Time Taken: 715 sec
(epoch: 9, iters: 120, time: 0.119) G_GAN: 0.846 G_GAN_Feat: 10.074 G_VGG: 5.694 F_Flow: 30.364 F_Warp: 1.189 W: 2.724 D_real: 0.271 D_fake: 1.414 
(epoch: 9, iters: 420, time: 0.078) G_GAN: 2.276 G_GAN_Feat: 11.467 G_VGG: 6.205 F_Flow: 29.659 F_Warp: 1.351 W: 2.939 D_real: 1.555 D_fake: 0.172 
(epoch: 9, iters: 720, time: 0.077) G_GAN: 1.537 G_GAN_Feat: 10.863 G_VGG: 5.844 F_Flow: 29.610 F_Warp: 1.258 W: 2.809 D_real: 0.725 D_fake: 0.739 
(epoch: 9, iters: 1020, time: 0.077) G_GAN: 0.630 G_GAN_Feat: 10.089 G_VGG: 5.971 F_Flow: 28.421 F_Warp: 1.284 W: 2.788 D_real: 0.208 D_fake: 1.782 
(epoch: 9, iters: 1320, time: 0.076) G_GAN: 2.035 G_GAN_Feat: 10.646 G_VGG: 5.825 F_Flow: 31.713 F_Warp: 1.220 W: 2.724 D_real: 1.422 D_fake: 0.315 
saving the latest model (epoch 9, total_steps 81000)
(epoch: 9, iters: 1620, time: 0.078) G_GAN: 0.508 G_GAN_Feat: 10.738 G_VGG: 5.865 F_Flow: 27.497 F_Warp: 1.466 W: 3.077 D_real: 0.082 D_fake: 1.681 
(epoch: 9, iters: 1920, time: 0.077) G_GAN: 2.393 G_GAN_Feat: 11.110 G_VGG: 5.765 F_Flow: 30.240 F_Warp: 1.233 W: 2.771 D_real: 1.737 D_fake: 0.115 
(epoch: 9, iters: 2220, time: 0.077) G_GAN: 0.798 G_GAN_Feat: 10.670 G_VGG: 5.894 F_Flow: 32.657 F_Warp: 1.283 W: 2.801 D_real: 0.217 D_fake: 1.198 
(epoch: 9, iters: 2520, time: 0.078) G_GAN: 2.054 G_GAN_Feat: 9.478 G_VGG: 5.946 F_Flow: 29.438 F_Warp: 1.386 W: 2.916 D_real: 1.523 D_fake: 0.227 
(epoch: 9, iters: 2820, time: 0.073) G_GAN: 0.540 G_GAN_Feat: 10.767 G_VGG: 6.132 F_Flow: 31.792 F_Warp: 1.415 W: 2.913 D_real: 0.145 D_fake: 1.757 
(epoch: 9, iters: 3120, time: 0.071) G_GAN: 2.175 G_GAN_Feat: 11.469 G_VGG: 6.012 F_Flow: 31.377 F_Warp: 1.324 W: 2.871 D_real: 1.367 D_fake: 0.202 
(epoch: 9, iters: 3420, time: 0.071) G_GAN: 1.677 G_GAN_Feat: 12.348 G_VGG: 6.123 F_Flow: 28.131 F_Warp: 1.347 W: 2.897 D_real: 0.381 D_fake: 0.886 
(epoch: 9, iters: 3720, time: 0.071) G_GAN: 2.319 G_GAN_Feat: 8.938 G_VGG: 5.893 F_Flow: 30.474 F_Warp: 1.334 W: 2.796 D_real: 1.891 D_fake: 0.112 
(epoch: 9, iters: 4020, time: 0.070) G_GAN: 1.104 G_GAN_Feat: 9.809 G_VGG: 5.863 F_Flow: 29.912 F_Warp: 1.233 W: 2.743 D_real: 0.639 D_fake: 1.065 
(epoch: 9, iters: 4320, time: 0.070) G_GAN: 1.156 G_GAN_Feat: 10.794 G_VGG: 6.007 F_Flow: 30.701 F_Warp: 1.293 W: 2.914 D_real: 0.456 D_fake: 0.835 
saving the latest model (epoch 9, total_steps 84000)
(epoch: 9, iters: 4620, time: 0.070) G_GAN: 2.239 G_GAN_Feat: 9.563 G_VGG: 5.765 F_Flow: 30.504 F_Warp: 1.158 W: 2.670 D_real: 1.799 D_fake: 0.141 
(epoch: 9, iters: 4920, time: 0.070) G_GAN: 1.061 G_GAN_Feat: 12.320 G_VGG: 5.675 F_Flow: 28.866 F_Warp: 1.165 W: 2.635 D_real: 0.228 D_fake: 1.401 
(epoch: 9, iters: 5220, time: 0.070) G_GAN: 1.541 G_GAN_Feat: 11.270 G_VGG: 5.991 F_Flow: 37.048 F_Warp: 1.466 W: 3.015 D_real: 0.624 D_fake: 0.483 
(epoch: 9, iters: 5520, time: 0.070) G_GAN: 0.921 G_GAN_Feat: 12.229 G_VGG: 5.774 F_Flow: 27.130 F_Warp: 1.173 W: 2.621 D_real: 0.155 D_fake: 1.197 
(epoch: 9, iters: 5820, time: 0.070) G_GAN: 2.352 G_GAN_Feat: 10.028 G_VGG: 5.772 F_Flow: 31.070 F_Warp: 1.216 W: 2.668 D_real: 1.803 D_fake: 0.224 
(epoch: 9, iters: 6120, time: 0.071) G_GAN: 1.735 G_GAN_Feat: 11.902 G_VGG: 5.847 F_Flow: 33.230 F_Warp: 1.342 W: 2.819 D_real: 0.501 D_fake: 0.739 
(epoch: 9, iters: 6420, time: 0.072) G_GAN: 1.508 G_GAN_Feat: 10.605 G_VGG: 5.910 F_Flow: 30.002 F_Warp: 1.400 W: 3.092 D_real: 0.748 D_fake: 0.601 
(epoch: 9, iters: 6720, time: 0.070) G_GAN: 0.613 G_GAN_Feat: 11.641 G_VGG: 6.045 F_Flow: 36.867 F_Warp: 1.352 W: 2.951 D_real: 0.050 D_fake: 1.916 
(epoch: 9, iters: 7020, time: 0.070) G_GAN: 2.202 G_GAN_Feat: 10.986 G_VGG: 5.955 F_Flow: 28.919 F_Warp: 1.262 W: 2.827 D_real: 1.442 D_fake: 0.123 
(epoch: 9, iters: 7320, time: 0.070) G_GAN: 1.125 G_GAN_Feat: 10.393 G_VGG: 5.662 F_Flow: 27.190 F_Warp: 1.308 W: 2.761 D_real: 0.397 D_fake: 1.166 
saving the latest model (epoch 9, total_steps 87000)
(epoch: 9, iters: 7620, time: 0.070) G_GAN: 1.900 G_GAN_Feat: 10.180 G_VGG: 5.716 F_Flow: 27.889 F_Warp: 1.166 W: 2.729 D_real: 1.357 D_fake: 0.340 
(epoch: 9, iters: 7920, time: 0.070) G_GAN: 2.225 G_GAN_Feat: 11.643 G_VGG: 5.964 F_Flow: 30.578 F_Warp: 1.278 W: 2.759 D_real: 1.039 D_fake: 0.230 
(epoch: 9, iters: 8220, time: 0.070) G_GAN: 0.638 G_GAN_Feat: 10.011 G_VGG: 5.737 F_Flow: 28.722 F_Warp: 1.272 W: 2.786 D_real: 0.295 D_fake: 1.337 
(epoch: 9, iters: 8520, time: 0.068) G_GAN: 1.050 G_GAN_Feat: 10.949 G_VGG: 5.900 F_Flow: 30.569 F_Warp: 1.336 W: 2.863 D_real: 0.325 D_fake: 0.850 
(epoch: 9, iters: 8820, time: 0.068) G_GAN: 2.416 G_GAN_Feat: 11.662 G_VGG: 5.910 F_Flow: 33.863 F_Warp: 1.244 W: 2.794 D_real: 1.638 D_fake: 0.296 
(epoch: 9, iters: 9120, time: 0.067) G_GAN: 1.299 G_GAN_Feat: 10.426 G_VGG: 5.833 F_Flow: 29.926 F_Warp: 1.186 W: 2.711 D_real: 0.678 D_fake: 0.873 
(epoch: 9, iters: 9420, time: 0.070) G_GAN: 0.452 G_GAN_Feat: 10.367 G_VGG: 6.043 F_Flow: 29.277 F_Warp: 1.386 W: 2.864 D_real: 0.079 D_fake: 1.821 
(epoch: 9, iters: 9720, time: 0.071) G_GAN: 2.563 G_GAN_Feat: 10.263 G_VGG: 5.733 F_Flow: 31.224 F_Warp: 1.242 W: 2.738 D_real: 1.965 D_fake: 0.088 
End of epoch 9 / 100 	 Time Taken: 746 sec
(epoch: 10, iters: 60, time: 0.119) G_GAN: 1.456 G_GAN_Feat: 11.256 G_VGG: 5.869 F_Flow: 31.914 F_Warp: 1.310 W: 2.724 D_real: 0.552 D_fake: 0.928 
(epoch: 10, iters: 360, time: 0.085) G_GAN: 1.185 G_GAN_Feat: 10.980 G_VGG: 6.241 F_Flow: 29.744 F_Warp: 1.432 W: 2.951 D_real: 0.439 D_fake: 1.149 
saving the latest model (epoch 10, total_steps 90000)
(epoch: 10, iters: 660, time: 0.083) G_GAN: 2.555 G_GAN_Feat: 10.993 G_VGG: 5.781 F_Flow: 29.934 F_Warp: 1.249 W: 2.824 D_real: 1.870 D_fake: 0.078 
(epoch: 10, iters: 960, time: 0.081) G_GAN: 0.688 G_GAN_Feat: 10.336 G_VGG: 5.742 F_Flow: 27.522 F_Warp: 1.269 W: 2.696 D_real: 0.151 D_fake: 1.179 
(epoch: 10, iters: 1260, time: 0.080) G_GAN: 2.013 G_GAN_Feat: 11.407 G_VGG: 5.902 F_Flow: 34.212 F_Warp: 1.303 W: 2.899 D_real: 1.372 D_fake: 0.371 
(epoch: 10, iters: 1560, time: 0.077) G_GAN: 1.356 G_GAN_Feat: 11.672 G_VGG: 5.729 F_Flow: 27.448 F_Warp: 1.202 W: 2.650 D_real: 0.392 D_fake: 1.367 
(epoch: 10, iters: 1860, time: 0.078) G_GAN: 2.521 G_GAN_Feat: 9.953 G_VGG: 5.609 F_Flow: 30.284 F_Warp: 1.154 W: 2.752 D_real: 1.917 D_fake: 0.041 
(epoch: 10, iters: 2160, time: 0.077) G_GAN: 0.766 G_GAN_Feat: 10.122 G_VGG: 5.683 F_Flow: 29.816 F_Warp: 1.162 W: 2.683 D_real: 0.412 D_fake: 1.515 
(epoch: 10, iters: 2460, time: 0.077) G_GAN: 1.644 G_GAN_Feat: 12.064 G_VGG: 5.852 F_Flow: 31.491 F_Warp: 1.206 W: 2.794 D_real: 0.472 D_fake: 1.167 
(epoch: 10, iters: 2760, time: 0.074) G_GAN: 2.622 G_GAN_Feat: 11.047 G_VGG: 6.184 F_Flow: 31.559 F_Warp: 1.332 W: 3.063 D_real: 1.797 D_fake: 0.137 
(epoch: 10, iters: 3060, time: 0.072) G_GAN: 0.973 G_GAN_Feat: 10.807 G_VGG: 5.998 F_Flow: 30.374 F_Warp: 1.325 W: 2.823 D_real: 0.245 D_fake: 0.894 
(epoch: 10, iters: 3360, time: 0.071) G_GAN: 0.798 G_GAN_Feat: 10.564 G_VGG: 6.097 F_Flow: 31.766 F_Warp: 1.323 W: 2.857 D_real: 0.235 D_fake: 1.632 
saving the latest model (epoch 10, total_steps 93000)
(epoch: 10, iters: 3660, time: 0.070) G_GAN: 2.282 G_GAN_Feat: 10.995 G_VGG: 6.013 F_Flow: 31.123 F_Warp: 1.357 W: 2.883 D_real: 1.513 D_fake: 0.283 
(epoch: 10, iters: 3960, time: 0.070) G_GAN: 0.423 G_GAN_Feat: 10.554 G_VGG: 5.942 F_Flow: 37.104 F_Warp: 1.414 W: 3.060 D_real: 0.159 D_fake: 1.815 
(epoch: 10, iters: 4260, time: 0.070) G_GAN: 2.010 G_GAN_Feat: 10.837 G_VGG: 5.759 F_Flow: 28.703 F_Warp: 1.139 W: 2.676 D_real: 1.352 D_fake: 0.271 
(epoch: 10, iters: 4560, time: 0.071) G_GAN: 1.034 G_GAN_Feat: 10.874 G_VGG: 5.871 F_Flow: 30.079 F_Warp: 1.265 W: 2.753 D_real: 0.372 D_fake: 1.326 
(epoch: 10, iters: 4860, time: 0.069) G_GAN: 1.495 G_GAN_Feat: 10.563 G_VGG: 5.844 F_Flow: 30.508 F_Warp: 1.199 W: 2.725 D_real: 0.586 D_fake: 0.771 
(epoch: 10, iters: 5160, time: 0.069) G_GAN: 2.544 G_GAN_Feat: 10.582 G_VGG: 5.776 F_Flow: 28.900 F_Warp: 1.207 W: 2.619 D_real: 2.038 D_fake: 0.120 
(epoch: 10, iters: 5460, time: 0.069) G_GAN: 0.637 G_GAN_Feat: 10.695 G_VGG: 5.890 F_Flow: 31.282 F_Warp: 1.263 W: 2.775 D_real: 0.070 D_fake: 1.838 
(epoch: 10, iters: 5760, time: 0.070) G_GAN: 1.999 G_GAN_Feat: 10.501 G_VGG: 5.884 F_Flow: 30.288 F_Warp: 1.341 W: 2.838 D_real: 1.261 D_fake: 0.342 
(epoch: 10, iters: 6060, time: 0.068) G_GAN: 2.008 G_GAN_Feat: 11.731 G_VGG: 5.843 F_Flow: 34.418 F_Warp: 1.225 W: 2.762 D_real: 0.799 D_fake: 0.636 
(epoch: 10, iters: 6360, time: 0.069) G_GAN: 0.981 G_GAN_Feat: 11.952 G_VGG: 6.101 F_Flow: 30.514 F_Warp: 1.388 W: 2.985 D_real: 0.165 D_fake: 1.716 
saving the latest model (epoch 10, total_steps 96000)
(epoch: 10, iters: 6660, time: 0.070) G_GAN: 2.201 G_GAN_Feat: 10.746 G_VGG: 5.743 F_Flow: 32.160 F_Warp: 1.168 W: 2.716 D_real: 1.640 D_fake: 0.256 
(epoch: 10, iters: 6960, time: 0.070) G_GAN: 0.581 G_GAN_Feat: 10.154 G_VGG: 5.717 F_Flow: 27.499 F_Warp: 1.223 W: 2.700 D_real: 0.105 D_fake: 1.463 
(epoch: 10, iters: 7260, time: 0.069) G_GAN: 2.181 G_GAN_Feat: 10.058 G_VGG: 5.742 F_Flow: 26.678 F_Warp: 1.195 W: 2.667 D_real: 1.588 D_fake: 0.161 
(epoch: 10, iters: 7560, time: 0.070) G_GAN: 1.767 G_GAN_Feat: 11.008 G_VGG: 5.946 F_Flow: 32.729 F_Warp: 1.451 W: 3.060 D_real: 0.946 D_fake: 0.577 
(epoch: 10, iters: 7860, time: 0.069) G_GAN: 2.534 G_GAN_Feat: 10.924 G_VGG: 6.218 F_Flow: 31.947 F_Warp: 1.383 W: 2.944 D_real: 1.788 D_fake: 0.065 
(epoch: 10, iters: 8160, time: 0.069) G_GAN: 0.816 G_GAN_Feat: 10.567 G_VGG: 5.701 F_Flow: 34.655 F_Warp: 1.255 W: 2.656 D_real: 0.211 D_fake: 1.235 
(epoch: 10, iters: 8460, time: 0.068) G_GAN: 2.515 G_GAN_Feat: 11.626 G_VGG: 5.932 F_Flow: 30.147 F_Warp: 1.356 W: 2.861 D_real: 1.869 D_fake: 0.057 
(epoch: 10, iters: 8760, time: 0.069) G_GAN: 0.610 G_GAN_Feat: 10.547 G_VGG: 5.734 F_Flow: 29.586 F_Warp: 1.264 W: 2.816 D_real: 0.150 D_fake: 1.598 
(epoch: 10, iters: 9060, time: 0.069) G_GAN: 1.921 G_GAN_Feat: 10.963 G_VGG: 5.849 F_Flow: 28.880 F_Warp: 1.216 W: 2.723 D_real: 1.259 D_fake: 0.283 
(epoch: 10, iters: 9360, time: 0.069) G_GAN: 1.108 G_GAN_Feat: 11.541 G_VGG: 5.844 F_Flow: 29.346 F_Warp: 1.297 W: 2.953 D_real: 0.213 D_fake: 1.348 
saving the latest model (epoch 10, total_steps 99000)
(epoch: 10, iters: 9660, time: 0.069) G_GAN: 2.366 G_GAN_Feat: 11.902 G_VGG: 5.841 F_Flow: 28.151 F_Warp: 1.217 W: 2.643 D_real: 1.362 D_fake: 0.139 
(epoch: 10, iters: 9960, time: 0.068) G_GAN: 1.285 G_GAN_Feat: 10.758 G_VGG: 5.734 F_Flow: 29.159 F_Warp: 1.222 W: 2.720 D_real: 0.504 D_fake: 1.066 
End of epoch 10 / 100 	 Time Taken: 752 sec
saving the model at the end of epoch 10, iters 99600
(epoch: 11, iters: 300, time: 0.090) G_GAN: 1.518 G_GAN_Feat: 10.539 G_VGG: 5.819 F_Flow: 28.804 F_Warp: 1.237 W: 2.737 D_real: 0.952 D_fake: 0.624 
(epoch: 11, iters: 600, time: 0.081) G_GAN: 1.359 G_GAN_Feat: 10.905 G_VGG: 6.168 F_Flow: 30.160 F_Warp: 1.474 W: 2.969 D_real: 0.642 D_fake: 0.902 
(epoch: 11, iters: 900, time: 0.079) G_GAN: 2.429 G_GAN_Feat: 10.291 G_VGG: 5.901 F_Flow: 31.054 F_Warp: 1.275 W: 2.878 D_real: 1.821 D_fake: 0.209 
(epoch: 11, iters: 1200, time: 0.081) G_GAN: 1.749 G_GAN_Feat: 10.616 G_VGG: 5.781 F_Flow: 28.082 F_Warp: 1.162 W: 2.670 D_real: 0.863 D_fake: 0.444 
(epoch: 11, iters: 1500, time: 0.081) G_GAN: 0.356 G_GAN_Feat: 9.165 G_VGG: 5.800 F_Flow: 29.633 F_Warp: 1.261 W: 2.810 D_real: 0.108 D_fake: 1.780 
(epoch: 11, iters: 1800, time: 0.075) G_GAN: 2.044 G_GAN_Feat: 11.205 G_VGG: 6.017 F_Flow: 28.214 F_Warp: 1.354 W: 2.924 D_real: 1.214 D_fake: 0.380 
(epoch: 11, iters: 2100, time: 0.076) G_GAN: 0.375 G_GAN_Feat: 11.088 G_VGG: 5.933 F_Flow: 26.230 F_Warp: 1.273 W: 2.722 D_real: 0.046 D_fake: 1.981 
(epoch: 11, iters: 2400, time: 0.075) G_GAN: 1.928 G_GAN_Feat: 10.082 G_VGG: 5.796 F_Flow: 31.402 F_Warp: 1.268 W: 2.759 D_real: 1.272 D_fake: 0.280 
saving the latest model (epoch 11, total_steps 102000)
(epoch: 11, iters: 2700, time: 0.073) G_GAN: 0.762 G_GAN_Feat: 10.416 G_VGG: 6.028 F_Flow: 33.203 F_Warp: 1.308 W: 2.829 D_real: 0.192 D_fake: 1.287 
(epoch: 11, iters: 3000, time: 0.072) G_GAN: 1.977 G_GAN_Feat: 9.572 G_VGG: 5.696 F_Flow: 27.846 F_Warp: 1.241 W: 2.730 D_real: 1.353 D_fake: 0.206 
(epoch: 11, iters: 3300, time: 0.071) G_GAN: 0.468 G_GAN_Feat: 10.296 G_VGG: 5.702 F_Flow: 34.582 F_Warp: 1.261 W: 2.911 D_real: 0.111 D_fake: 1.456 
(epoch: 11, iters: 3600, time: 0.072) G_GAN: 1.972 G_GAN_Feat: 10.344 G_VGG: 5.744 F_Flow: 31.912 F_Warp: 1.333 W: 2.820 D_real: 1.259 D_fake: 0.261 
(epoch: 11, iters: 3900, time: 0.070) G_GAN: 1.704 G_GAN_Feat: 10.770 G_VGG: 5.722 F_Flow: 30.062 F_Warp: 1.151 W: 2.609 D_real: 0.789 D_fake: 0.788 
(epoch: 11, iters: 4200, time: 0.069) G_GAN: 1.159 G_GAN_Feat: 10.730 G_VGG: 5.778 F_Flow: 30.962 F_Warp: 1.255 W: 2.774 D_real: 0.464 D_fake: 1.114 
(epoch: 11, iters: 4500, time: 0.070) G_GAN: 2.597 G_GAN_Feat: 9.654 G_VGG: 5.665 F_Flow: 28.318 F_Warp: 1.217 W: 2.731 D_real: 2.275 D_fake: 0.056 
(epoch: 11, iters: 4800, time: 0.070) G_GAN: 1.462 G_GAN_Feat: 11.032 G_VGG: 5.747 F_Flow: 25.422 F_Warp: 1.294 W: 2.748 D_real: 0.703 D_fake: 1.042 
(epoch: 11, iters: 5100, time: 0.069) G_GAN: 2.008 G_GAN_Feat: 9.802 G_VGG: 5.801 F_Flow: 28.667 F_Warp: 1.393 W: 3.038 D_real: 1.577 D_fake: 0.220 
(epoch: 11, iters: 5400, time: 0.069) G_GAN: 0.832 G_GAN_Feat: 10.464 G_VGG: 5.562 F_Flow: 27.411 F_Warp: 1.200 W: 2.751 D_real: 0.214 D_fake: 1.630 
saving the latest model (epoch 11, total_steps 105000)
(epoch: 11, iters: 5700, time: 0.069) G_GAN: 1.603 G_GAN_Feat: 11.407 G_VGG: 5.460 F_Flow: 26.384 F_Warp: 1.221 W: 2.697 D_real: 0.850 D_fake: 0.795 
(epoch: 11, iters: 6000, time: 0.070) G_GAN: 1.501 G_GAN_Feat: 10.790 G_VGG: 5.850 F_Flow: 27.418 F_Warp: 1.356 W: 2.946 D_real: 0.793 D_fake: 0.609 
(epoch: 11, iters: 6300, time: 0.069) G_GAN: 2.486 G_GAN_Feat: 10.257 G_VGG: 5.934 F_Flow: 28.695 F_Warp: 1.198 W: 2.621 D_real: 2.048 D_fake: 0.025 
(epoch: 11, iters: 6600, time: 0.069) G_GAN: 0.906 G_GAN_Feat: 10.266 G_VGG: 5.770 F_Flow: 29.692 F_Warp: 1.212 W: 2.741 D_real: 0.231 D_fake: 1.358 
(epoch: 11, iters: 6900, time: 0.071) G_GAN: 1.744 G_GAN_Feat: 10.322 G_VGG: 5.761 F_Flow: 25.672 F_Warp: 1.194 W: 2.765 D_real: 1.092 D_fake: 0.401 
(epoch: 11, iters: 7200, time: 0.071) G_GAN: 0.446 G_GAN_Feat: 10.364 G_VGG: 6.010 F_Flow: 27.323 F_Warp: 1.316 W: 2.766 D_real: 0.130 D_fake: 1.844 
(epoch: 11, iters: 7500, time: 0.068) G_GAN: 1.998 G_GAN_Feat: 10.600 G_VGG: 5.649 F_Flow: 28.559 F_Warp: 1.257 W: 2.677 D_real: 1.169 D_fake: 0.355 
(epoch: 11, iters: 7800, time: 0.070) G_GAN: 0.777 G_GAN_Feat: 10.995 G_VGG: 5.718 F_Flow: 28.016 F_Warp: 1.308 W: 2.789 D_real: 0.099 D_fake: 1.554 
(epoch: 11, iters: 8100, time: 0.069) G_GAN: 2.524 G_GAN_Feat: 10.394 G_VGG: 5.935 F_Flow: 29.576 F_Warp: 1.292 W: 2.749 D_real: 1.703 D_fake: 0.100 
(epoch: 11, iters: 8400, time: 0.068) G_GAN: 0.912 G_GAN_Feat: 10.005 G_VGG: 5.603 F_Flow: 29.352 F_Warp: 1.183 W: 2.626 D_real: 0.368 D_fake: 0.971 
saving the latest model (epoch 11, total_steps 108000)
(epoch: 11, iters: 8700, time: 0.069) G_GAN: 1.364 G_GAN_Feat: 9.921 G_VGG: 5.763 F_Flow: 28.690 F_Warp: 1.290 W: 2.848 D_real: 0.628 D_fake: 0.859 
(epoch: 11, iters: 9000, time: 0.067) G_GAN: 2.428 G_GAN_Feat: 9.524 G_VGG: 5.618 F_Flow: 30.089 F_Warp: 1.207 W: 2.641 D_real: 2.002 D_fake: 0.093 
(epoch: 11, iters: 9300, time: 0.068) G_GAN: 1.039 G_GAN_Feat: 10.158 G_VGG: 5.704 F_Flow: 28.113 F_Warp: 1.347 W: 2.799 D_real: 0.493 D_fake: 1.006 
(epoch: 11, iters: 9600, time: 0.067) G_GAN: 2.275 G_GAN_Feat: 10.974 G_VGG: 5.853 F_Flow: 29.430 F_Warp: 1.313 W: 2.843 D_real: 1.471 D_fake: 0.084 
(epoch: 11, iters: 9900, time: 0.069) G_GAN: 0.527 G_GAN_Feat: 10.423 G_VGG: 5.853 F_Flow: 25.978 F_Warp: 1.231 W: 2.719 D_real: 0.091 D_fake: 1.545 
End of epoch 11 / 100 	 Time Taken: 748 sec
(epoch: 12, iters: 240, time: 0.126) G_GAN: 2.404 G_GAN_Feat: 10.201 G_VGG: 5.675 F_Flow: 29.038 F_Warp: 1.268 W: 2.815 D_real: 1.873 D_fake: 0.085 
(epoch: 12, iters: 540, time: 0.082) G_GAN: 0.789 G_GAN_Feat: 10.926 G_VGG: 5.774 F_Flow: 28.766 F_Warp: 1.276 W: 2.765 D_real: 0.136 D_fake: 1.706 
(epoch: 12, iters: 840, time: 0.085) G_GAN: 1.892 G_GAN_Feat: 10.219 G_VGG: 5.856 F_Flow: 27.369 F_Warp: 1.282 W: 2.755 D_real: 1.290 D_fake: 0.258 
(epoch: 12, iters: 1140, time: 0.081) G_GAN: 0.432 G_GAN_Feat: 9.690 G_VGG: 5.779 F_Flow: 26.867 F_Warp: 1.210 W: 2.790 D_real: 0.092 D_fake: 1.721 
(epoch: 12, iters: 1440, time: 0.080) G_GAN: 1.927 G_GAN_Feat: 11.113 G_VGG: 5.877 F_Flow: 26.780 F_Warp: 1.279 W: 2.776 D_real: 1.144 D_fake: 0.458 
saving the latest model (epoch 12, total_steps 111000)
(epoch: 12, iters: 1740, time: 0.078) G_GAN: 1.490 G_GAN_Feat: 10.483 G_VGG: 5.912 F_Flow: 29.048 F_Warp: 1.232 W: 2.746 D_real: 0.651 D_fake: 0.748 
(epoch: 12, iters: 2040, time: 0.078) G_GAN: 1.000 G_GAN_Feat: 11.145 G_VGG: 6.037 F_Flow: 33.219 F_Warp: 1.351 W: 2.840 D_real: 0.241 D_fake: 1.840 
(epoch: 12, iters: 2340, time: 0.077) G_GAN: 1.991 G_GAN_Feat: 9.826 G_VGG: 5.572 F_Flow: 31.491 F_Warp: 1.177 W: 2.682 D_real: 1.447 D_fake: 0.259 
(epoch: 12, iters: 2640, time: 0.075) G_GAN: 0.173 G_GAN_Feat: 9.791 G_VGG: 5.796 F_Flow: 29.787 F_Warp: 1.326 W: 2.720 D_real: 0.029 D_fake: 2.058 
(epoch: 12, iters: 2940, time: 0.072) G_GAN: 2.010 G_GAN_Feat: 10.299 G_VGG: 5.843 F_Flow: 27.709 F_Warp: 1.260 W: 2.722 D_real: 1.183 D_fake: 0.264 
(epoch: 12, iters: 3240, time: 0.070) G_GAN: 1.004 G_GAN_Feat: 10.690 G_VGG: 5.783 F_Flow: 30.740 F_Warp: 1.332 W: 2.872 D_real: 0.316 D_fake: 1.138 
(epoch: 12, iters: 3540, time: 0.072) G_GAN: 2.226 G_GAN_Feat: 11.098 G_VGG: 5.516 F_Flow: 28.372 F_Warp: 1.232 W: 2.686 D_real: 1.517 D_fake: 0.204 
(epoch: 12, iters: 3840, time: 0.071) G_GAN: 1.293 G_GAN_Feat: 9.882 G_VGG: 5.530 F_Flow: 26.109 F_Warp: 1.135 W: 2.538 D_real: 0.668 D_fake: 0.774 
(epoch: 12, iters: 4140, time: 0.071) G_GAN: 1.076 G_GAN_Feat: 11.349 G_VGG: 5.731 F_Flow: 27.666 F_Warp: 1.258 W: 2.779 D_real: 0.154 D_fake: 1.501 
(epoch: 12, iters: 4440, time: 0.071) G_GAN: 2.262 G_GAN_Feat: 10.375 G_VGG: 5.710 F_Flow: 28.665 F_Warp: 1.211 W: 2.685 D_real: 1.734 D_fake: 0.127 
saving the latest model (epoch 12, total_steps 114000)
(epoch: 12, iters: 4740, time: 0.070) G_GAN: 0.520 G_GAN_Feat: 9.966 G_VGG: 5.640 F_Flow: 29.627 F_Warp: 1.168 W: 2.705 D_real: 0.166 D_fake: 1.823 
(epoch: 12, iters: 5040, time: 0.070) G_GAN: 1.574 G_GAN_Feat: 10.932 G_VGG: 5.891 F_Flow: 30.553 F_Warp: 1.294 W: 2.727 D_real: 0.402 D_fake: 1.026 
(epoch: 12, iters: 5340, time: 0.068) G_GAN: 1.417 G_GAN_Feat: 10.225 G_VGG: 5.881 F_Flow: 28.237 F_Warp: 1.351 W: 2.964 D_real: 0.818 D_fake: 0.747 
(epoch: 12, iters: 5640, time: 0.070) G_GAN: 1.972 G_GAN_Feat: 10.509 G_VGG: 5.918 F_Flow: 28.985 F_Warp: 1.255 W: 2.823 D_real: 1.325 D_fake: 0.221 
(epoch: 12, iters: 5940, time: 0.069) G_GAN: 1.106 G_GAN_Feat: 9.647 G_VGG: 5.487 F_Flow: 25.878 F_Warp: 1.096 W: 2.540 D_real: 0.591 D_fake: 1.002 
(epoch: 12, iters: 6240, time: 0.070) G_GAN: 1.096 G_GAN_Feat: 11.677 G_VGG: 5.618 F_Flow: 26.716 F_Warp: 1.246 W: 2.766 D_real: 0.219 D_fake: 1.548 
(epoch: 12, iters: 6540, time: 0.071) G_GAN: 2.438 G_GAN_Feat: 10.493 G_VGG: 5.810 F_Flow: 28.003 F_Warp: 1.276 W: 2.801 D_real: 1.877 D_fake: 0.097 
(epoch: 12, iters: 6840, time: 0.069) G_GAN: 0.654 G_GAN_Feat: 10.065 G_VGG: 5.696 F_Flow: 29.064 F_Warp: 1.189 W: 2.724 D_real: 0.208 D_fake: 1.320 
(epoch: 12, iters: 7140, time: 0.072) G_GAN: 2.468 G_GAN_Feat: 10.564 G_VGG: 5.623 F_Flow: 30.042 F_Warp: 1.153 W: 2.641 D_real: 2.013 D_fake: 0.052 
(epoch: 12, iters: 7440, time: 0.070) G_GAN: 0.674 G_GAN_Feat: 10.255 G_VGG: 5.571 F_Flow: 29.839 F_Warp: 1.142 W: 2.605 D_real: 0.202 D_fake: 1.596 
saving the latest model (epoch 12, total_steps 117000)
(epoch: 12, iters: 7740, time: 0.071) G_GAN: 1.660 G_GAN_Feat: 11.146 G_VGG: 6.022 F_Flow: 28.943 F_Warp: 1.379 W: 2.952 D_real: 0.624 D_fake: 0.733 
(epoch: 12, iters: 8040, time: 0.069) G_GAN: 2.121 G_GAN_Feat: 11.315 G_VGG: 6.020 F_Flow: 32.119 F_Warp: 1.417 W: 3.076 D_real: 1.166 D_fake: 0.355 
(epoch: 12, iters: 8340, time: 0.070) G_GAN: 0.161 G_GAN_Feat: 9.386 G_VGG: 5.561 F_Flow: 29.018 F_Warp: 1.186 W: 2.676 D_real: 0.007 D_fake: 2.435 
(epoch: 12, iters: 8640, time: 0.069) G_GAN: 1.533 G_GAN_Feat: 10.756 G_VGG: 5.495 F_Flow: 26.721 F_Warp: 1.141 W: 2.593 D_real: 0.687 D_fake: 0.817 
(epoch: 12, iters: 8940, time: 0.070) G_GAN: 2.286 G_GAN_Feat: 10.143 G_VGG: 6.114 F_Flow: 29.775 F_Warp: 1.361 W: 2.899 D_real: 1.636 D_fake: 0.173 
(epoch: 12, iters: 9240, time: 0.070) G_GAN: 0.622 G_GAN_Feat: 10.542 G_VGG: 5.694 F_Flow: 29.199 F_Warp: 1.241 W: 2.745 D_real: 0.145 D_fake: 1.880 
(epoch: 12, iters: 9540, time: 0.069) G_GAN: 1.755 G_GAN_Feat: 11.213 G_VGG: 5.810 F_Flow: 26.572 F_Warp: 1.367 W: 2.956 D_real: 0.771 D_fake: 0.529 
(epoch: 12, iters: 9840, time: 0.068) G_GAN: 0.627 G_GAN_Feat: 10.505 G_VGG: 5.783 F_Flow: 30.777 F_Warp: 1.322 W: 2.749 D_real: 0.172 D_fake: 1.223 
End of epoch 12 / 100 	 Time Taken: 756 sec
(epoch: 13, iters: 180, time: 0.122) G_GAN: 2.284 G_GAN_Feat: 10.614 G_VGG: 5.509 F_Flow: 27.978 F_Warp: 1.174 W: 2.540 D_real: 1.746 D_fake: 0.170 
(epoch: 13, iters: 480, time: 0.083) G_GAN: 0.790 G_GAN_Feat: 10.635 G_VGG: 5.727 F_Flow: 29.479 F_Warp: 1.363 W: 2.810 D_real: 0.217 D_fake: 1.529 
saving the latest model (epoch 13, total_steps 120000)
(epoch: 13, iters: 780, time: 0.086) G_GAN: 1.750 G_GAN_Feat: 10.163 G_VGG: 5.615 F_Flow: 32.784 F_Warp: 1.252 W: 2.652 D_real: 1.046 D_fake: 0.412 
(epoch: 13, iters: 1080, time: 0.083) G_GAN: 1.076 G_GAN_Feat: 10.404 G_VGG: 5.680 F_Flow: 28.703 F_Warp: 1.229 W: 2.750 D_real: 0.457 D_fake: 1.035 
(epoch: 13, iters: 1380, time: 0.081) G_GAN: 1.627 G_GAN_Feat: 9.957 G_VGG: 5.682 F_Flow: 28.847 F_Warp: 1.118 W: 2.658 D_real: 0.960 D_fake: 0.644 
(epoch: 13, iters: 1680, time: 0.075) G_GAN: 1.042 G_GAN_Feat: 10.592 G_VGG: 5.535 F_Flow: 26.941 F_Warp: 1.118 W: 2.649 D_real: 0.268 D_fake: 1.385 
(epoch: 13, iters: 1980, time: 0.077) G_GAN: 2.048 G_GAN_Feat: 11.274 G_VGG: 5.946 F_Flow: 30.702 F_Warp: 1.353 W: 2.804 D_real: 0.954 D_fake: 0.439 
(epoch: 13, iters: 2280, time: 0.075) G_GAN: 2.339 G_GAN_Feat: 10.808 G_VGG: 5.858 F_Flow: 29.706 F_Warp: 1.386 W: 2.973 D_real: 1.553 D_fake: 0.249 
(epoch: 13, iters: 2580, time: 0.077) G_GAN: 0.493 G_GAN_Feat: 10.217 G_VGG: 5.658 F_Flow: 27.822 F_Warp: 1.261 W: 2.775 D_real: 0.107 D_fake: 1.675 
(epoch: 13, iters: 2880, time: 0.070) G_GAN: 1.678 G_GAN_Feat: 10.686 G_VGG: 5.695 F_Flow: 26.062 F_Warp: 1.307 W: 2.781 D_real: 0.927 D_fake: 0.496 
(epoch: 13, iters: 3180, time: 0.072) G_GAN: 0.345 G_GAN_Feat: 10.754 G_VGG: 5.788 F_Flow: 29.993 F_Warp: 1.305 W: 2.766 D_real: 0.024 D_fake: 2.119 
(epoch: 13, iters: 3480, time: 0.071) G_GAN: 1.549 G_GAN_Feat: 10.469 G_VGG: 6.091 F_Flow: 29.444 F_Warp: 1.451 W: 3.055 D_real: 0.840 D_fake: 0.657 
saving the latest model (epoch 13, total_steps 123000)
(epoch: 13, iters: 3780, time: 0.072) G_GAN: 1.648 G_GAN_Feat: 11.349 G_VGG: 5.812 F_Flow: 28.725 F_Warp: 1.425 W: 2.952 D_real: 0.522 D_fake: 0.828 
(epoch: 13, iters: 4080, time: 0.069) G_GAN: 2.562 G_GAN_Feat: 9.544 G_VGG: 5.780 F_Flow: 31.825 F_Warp: 1.246 W: 2.762 D_real: 2.139 D_fake: 0.058 
(epoch: 13, iters: 4380, time: 0.068) G_GAN: 0.814 G_GAN_Feat: 9.621 G_VGG: 5.776 F_Flow: 29.212 F_Warp: 1.149 W: 2.623 D_real: 0.302 D_fake: 1.456 
(epoch: 13, iters: 4680, time: 0.068) G_GAN: 1.321 G_GAN_Feat: 10.497 G_VGG: 5.582 F_Flow: 28.603 F_Warp: 1.203 W: 2.766 D_real: 0.538 D_fake: 0.892 
(epoch: 13, iters: 4980, time: 0.069) G_GAN: 0.914 G_GAN_Feat: 10.684 G_VGG: 5.568 F_Flow: 28.478 F_Warp: 1.204 W: 2.621 D_real: 0.314 D_fake: 1.247 
(epoch: 13, iters: 5280, time: 0.069) G_GAN: 2.238 G_GAN_Feat: 10.175 G_VGG: 5.669 F_Flow: 28.483 F_Warp: 1.271 W: 2.748 D_real: 1.763 D_fake: 0.149 
(epoch: 13, iters: 5580, time: 0.070) G_GAN: 0.945 G_GAN_Feat: 11.401 G_VGG: 6.179 F_Flow: 29.768 F_Warp: 1.443 W: 2.958 D_real: 0.172 D_fake: 1.595 
(epoch: 13, iters: 5880, time: 0.069) G_GAN: 2.239 G_GAN_Feat: 10.043 G_VGG: 5.895 F_Flow: 27.800 F_Warp: 1.319 W: 2.864 D_real: 1.797 D_fake: 0.091 
(epoch: 13, iters: 6180, time: 0.070) G_GAN: 1.197 G_GAN_Feat: 9.948 G_VGG: 5.704 F_Flow: 32.904 F_Warp: 1.218 W: 2.685 D_real: 0.604 D_fake: 1.005 
(epoch: 13, iters: 6480, time: 0.070) G_GAN: 1.880 G_GAN_Feat: 10.075 G_VGG: 5.454 F_Flow: 28.237 F_Warp: 1.134 W: 2.610 D_real: 1.177 D_fake: 0.455 
saving the latest model (epoch 13, total_steps 126000)
(epoch: 13, iters: 6780, time: 0.070) G_GAN: 0.655 G_GAN_Feat: 10.157 G_VGG: 5.645 F_Flow: 28.936 F_Warp: 1.241 W: 2.779 D_real: 0.197 D_fake: 1.684 
(epoch: 13, iters: 7080, time: 0.070) G_GAN: 2.016 G_GAN_Feat: 10.389 G_VGG: 5.767 F_Flow: 30.262 F_Warp: 1.207 W: 2.723 D_real: 1.409 D_fake: 0.262 
(epoch: 13, iters: 7380, time: 0.071) G_GAN: 0.724 G_GAN_Feat: 10.305 G_VGG: 5.600 F_Flow: 29.723 F_Warp: 1.199 W: 2.734 D_real: 0.158 D_fake: 1.599 
(epoch: 13, iters: 7680, time: 0.071) G_GAN: 2.405 G_GAN_Feat: 10.604 G_VGG: 5.558 F_Flow: 29.834 F_Warp: 1.187 W: 2.586 D_real: 1.785 D_fake: 0.049 
(epoch: 13, iters: 7980, time: 0.069) G_GAN: 1.438 G_GAN_Feat: 10.486 G_VGG: 5.659 F_Flow: 29.835 F_Warp: 1.222 W: 2.782 D_real: 0.695 D_fake: 0.623 
(epoch: 13, iters: 8280, time: 0.069) G_GAN: 0.397 G_GAN_Feat: 9.304 G_VGG: 5.405 F_Flow: 29.436 F_Warp: 1.105 W: 2.629 D_real: 0.170 D_fake: 1.803 
(epoch: 13, iters: 8580, time: 0.069) G_GAN: 2.196 G_GAN_Feat: 10.439 G_VGG: 5.598 F_Flow: 27.316 F_Warp: 1.102 W: 2.487 D_real: 1.376 D_fake: 0.319 
(epoch: 13, iters: 8880, time: 0.069) G_GAN: 1.000 G_GAN_Feat: 10.437 G_VGG: 5.652 F_Flow: 28.625 F_Warp: 1.187 W: 2.711 D_real: 0.331 D_fake: 1.118 
(epoch: 13, iters: 9180, time: 0.069) G_GAN: 2.255 G_GAN_Feat: 10.098 G_VGG: 5.548 F_Flow: 28.236 F_Warp: 1.096 W: 2.561 D_real: 1.585 D_fake: 0.221 
(epoch: 13, iters: 9480, time: 0.070) G_GAN: 1.272 G_GAN_Feat: 10.567 G_VGG: 6.091 F_Flow: 34.282 F_Warp: 1.411 W: 2.946 D_real: 0.311 D_fake: 1.075 
saving the latest model (epoch 13, total_steps 129000)
(epoch: 13, iters: 9780, time: 0.070) G_GAN: 2.343 G_GAN_Feat: 10.793 G_VGG: 6.171 F_Flow: 29.738 F_Warp: 1.489 W: 3.071 D_real: 1.716 D_fake: 0.090 
End of epoch 13 / 100 	 Time Taken: 759 sec
(epoch: 14, iters: 120, time: 0.121) G_GAN: 1.107 G_GAN_Feat: 10.079 G_VGG: 5.546 F_Flow: 29.899 F_Warp: 1.165 W: 2.619 D_real: 0.431 D_fake: 1.220 
(epoch: 14, iters: 420, time: 0.083) G_GAN: 2.389 G_GAN_Feat: 10.160 G_VGG: 5.528 F_Flow: 27.192 F_Warp: 1.239 W: 2.700 D_real: 1.860 D_fake: 0.082 
(epoch: 14, iters: 720, time: 0.083) G_GAN: 0.796 G_GAN_Feat: 10.232 G_VGG: 5.623 F_Flow: 30.279 F_Warp: 1.254 W: 2.640 D_real: 0.261 D_fake: 1.430 
(epoch: 14, iters: 1020, time: 0.082) G_GAN: 2.058 G_GAN_Feat: 10.542 G_VGG: 5.982 F_Flow: 29.365 F_Warp: 1.362 W: 2.817 D_real: 1.417 D_fake: 0.323 
(epoch: 14, iters: 1320, time: 0.083) G_GAN: 0.465 G_GAN_Feat: 10.609 G_VGG: 5.855 F_Flow: 33.761 F_Warp: 1.303 W: 2.817 D_real: 0.132 D_fake: 1.911 
(epoch: 14, iters: 1620, time: 0.079) G_GAN: 2.002 G_GAN_Feat: 10.532 G_VGG: 5.900 F_Flow: 29.918 F_Warp: 1.321 W: 2.858 D_real: 1.301 D_fake: 0.341 
(epoch: 14, iters: 1920, time: 0.076) G_GAN: 1.292 G_GAN_Feat: 10.045 G_VGG: 5.879 F_Flow: 30.107 F_Warp: 1.289 W: 2.834 D_real: 0.717 D_fake: 0.680 
(epoch: 14, iters: 2220, time: 0.077) G_GAN: 2.214 G_GAN_Feat: 10.146 G_VGG: 5.638 F_Flow: 31.607 F_Warp: 1.104 W: 2.535 D_real: 1.617 D_fake: 0.156 
(epoch: 14, iters: 2520, time: 0.077) G_GAN: 0.886 G_GAN_Feat: 10.687 G_VGG: 5.809 F_Flow: 27.407 F_Warp: 1.402 W: 2.813 D_real: 0.191 D_fake: 1.439 
saving the latest model (epoch 14, total_steps 132000)
(epoch: 14, iters: 2820, time: 0.073) G_GAN: 1.481 G_GAN_Feat: 10.873 G_VGG: 6.044 F_Flow: 27.916 F_Warp: 1.342 W: 2.890 D_real: 0.654 D_fake: 0.968 
(epoch: 14, iters: 3120, time: 0.071) G_GAN: 1.464 G_GAN_Feat: 10.736 G_VGG: 5.868 F_Flow: 27.268 F_Warp: 1.317 W: 2.690 D_real: 0.605 D_fake: 0.850 
(epoch: 14, iters: 3420, time: 0.071) G_GAN: 1.769 G_GAN_Feat: 10.261 G_VGG: 5.738 F_Flow: 29.496 F_Warp: 1.157 W: 2.639 D_real: 0.954 D_fake: 0.461 
(epoch: 14, iters: 3720, time: 0.072) G_GAN: 0.425 G_GAN_Feat: 10.434 G_VGG: 5.846 F_Flow: 28.853 F_Warp: 1.366 W: 2.901 D_real: 0.061 D_fake: 1.991 
(epoch: 14, iters: 4020, time: 0.069) G_GAN: 2.095 G_GAN_Feat: 10.378 G_VGG: 5.756 F_Flow: 26.315 F_Warp: 1.317 W: 2.888 D_real: 1.511 D_fake: 0.266 
(epoch: 14, iters: 4320, time: 0.070) G_GAN: 0.448 G_GAN_Feat: 10.107 G_VGG: 5.843 F_Flow: 35.113 F_Warp: 1.328 W: 2.796 D_real: 0.162 D_fake: 1.566 
(epoch: 14, iters: 4620, time: 0.071) G_GAN: 2.303 G_GAN_Feat: 9.809 G_VGG: 5.705 F_Flow: 31.334 F_Warp: 1.295 W: 2.740 D_real: 1.713 D_fake: 0.137 
(epoch: 14, iters: 4920, time: 0.070) G_GAN: 0.822 G_GAN_Feat: 11.050 G_VGG: 6.118 F_Flow: 33.676 F_Warp: 1.432 W: 2.875 D_real: 0.245 D_fake: 1.382 
(epoch: 14, iters: 5220, time: 0.070) G_GAN: 1.708 G_GAN_Feat: 10.318 G_VGG: 5.759 F_Flow: 26.906 F_Warp: 1.269 W: 2.687 D_real: 0.843 D_fake: 0.679 
(epoch: 14, iters: 5520, time: 0.070) G_GAN: 1.802 G_GAN_Feat: 10.199 G_VGG: 5.728 F_Flow: 29.261 F_Warp: 1.237 W: 2.768 D_real: 1.072 D_fake: 0.437 
saving the latest model (epoch 14, total_steps 135000)
(epoch: 14, iters: 5820, time: 0.066) G_GAN: 0.815 G_GAN_Feat: 10.113 G_VGG: 5.464 F_Flow: 27.804 F_Warp: 1.117 W: 2.666 D_real: 0.099 D_fake: 1.609 
(epoch: 14, iters: 6120, time: 0.066) G_GAN: 1.942 G_GAN_Feat: 10.317 G_VGG: 5.516 F_Flow: 29.873 F_Warp: 1.145 W: 2.637 D_real: 1.168 D_fake: 0.424 
(epoch: 14, iters: 6420, time: 0.066) G_GAN: 1.594 G_GAN_Feat: 9.817 G_VGG: 5.738 F_Flow: 27.061 F_Warp: 1.247 W: 2.655 D_real: 0.975 D_fake: 0.563 
(epoch: 14, iters: 6720, time: 0.065) G_GAN: 0.548 G_GAN_Feat: 9.521 G_VGG: 5.584 F_Flow: 29.258 F_Warp: 1.153 W: 2.688 D_real: 0.109 D_fake: 1.915 
(epoch: 14, iters: 7020, time: 0.065) G_GAN: 1.992 G_GAN_Feat: 10.369 G_VGG: 5.535 F_Flow: 29.631 F_Warp: 1.165 W: 2.622 D_real: 1.233 D_fake: 0.331 
(epoch: 14, iters: 7320, time: 0.067) G_GAN: 1.190 G_GAN_Feat: 10.771 G_VGG: 5.942 F_Flow: 30.660 F_Warp: 1.408 W: 2.797 D_real: 0.399 D_fake: 1.113 
(epoch: 14, iters: 7620, time: 0.065) G_GAN: 2.222 G_GAN_Feat: 9.542 G_VGG: 5.510 F_Flow: 29.302 F_Warp: 1.204 W: 2.590 D_real: 1.612 D_fake: 0.142 
(epoch: 14, iters: 7920, time: 0.066) G_GAN: 0.558 G_GAN_Feat: 10.468 G_VGG: 5.807 F_Flow: 30.993 F_Warp: 1.236 W: 2.735 D_real: 0.115 D_fake: 1.790 
(epoch: 14, iters: 8220, time: 0.066) G_GAN: 1.715 G_GAN_Feat: 9.767 G_VGG: 5.580 F_Flow: 28.463 F_Warp: 1.131 W: 2.598 D_real: 1.049 D_fake: 0.546 
(epoch: 14, iters: 8520, time: 0.065) G_GAN: 1.130 G_GAN_Feat: 9.541 G_VGG: 5.584 F_Flow: 26.932 F_Warp: 1.269 W: 2.760 D_real: 0.526 D_fake: 1.061 
saving the latest model (epoch 14, total_steps 138000)
(epoch: 14, iters: 8820, time: 0.066) G_GAN: 1.566 G_GAN_Feat: 9.927 G_VGG: 5.945 F_Flow: 29.368 F_Warp: 1.243 W: 2.744 D_real: 0.925 D_fake: 0.726 
(epoch: 14, iters: 9120, time: 0.066) G_GAN: 1.709 G_GAN_Feat: 10.697 G_VGG: 5.668 F_Flow: 30.205 F_Warp: 1.259 W: 2.766 D_real: 0.774 D_fake: 0.679 
(epoch: 14, iters: 9420, time: 0.066) G_GAN: 0.929 G_GAN_Feat: 10.207 G_VGG: 5.382 F_Flow: 26.233 F_Warp: 1.166 W: 2.620 D_real: 0.383 D_fake: 1.246 
(epoch: 14, iters: 9720, time: 0.065) G_GAN: 2.531 G_GAN_Feat: 10.015 G_VGG: 5.789 F_Flow: 29.228 F_Warp: 1.232 W: 2.746 D_real: 1.855 D_fake: 0.123 
End of epoch 14 / 100 	 Time Taken: 744 sec
(epoch: 15, iters: 60, time: 0.117) G_GAN: 1.068 G_GAN_Feat: 10.211 G_VGG: 6.008 F_Flow: 30.258 F_Warp: 1.345 W: 2.838 D_real: 0.325 D_fake: 1.238 
(epoch: 15, iters: 360, time: 0.082) G_GAN: 2.454 G_GAN_Feat: 10.403 G_VGG: 5.715 F_Flow: 25.736 F_Warp: 1.285 W: 2.760 D_real: 1.775 D_fake: 0.115 
(epoch: 15, iters: 660, time: 0.075) G_GAN: 1.019 G_GAN_Feat: 10.614 G_VGG: 5.589 F_Flow: 25.352 F_Warp: 1.280 W: 2.854 D_real: 0.341 D_fake: 1.415 
(epoch: 15, iters: 960, time: 0.078) G_GAN: 2.164 G_GAN_Feat: 9.653 G_VGG: 5.732 F_Flow: 33.946 F_Warp: 1.248 W: 2.770 D_real: 1.562 D_fake: 0.191 
(epoch: 15, iters: 1260, time: 0.077) G_GAN: 0.533 G_GAN_Feat: 9.821 G_VGG: 5.649 F_Flow: 29.480 F_Warp: 1.238 W: 2.760 D_real: 0.184 D_fake: 1.590 
(epoch: 15, iters: 1560, time: 0.072) G_GAN: 1.823 G_GAN_Feat: 10.808 G_VGG: 5.752 F_Flow: 28.673 F_Warp: 1.258 W: 2.652 D_real: 0.894 D_fake: 0.698 
saving the latest model (epoch 15, total_steps 141000)
(epoch: 15, iters: 1860, time: 0.071) G_GAN: 1.755 G_GAN_Feat: 10.265 G_VGG: 5.777 F_Flow: 29.459 F_Warp: 1.315 W: 2.826 D_real: 1.135 D_fake: 0.416 
(epoch: 15, iters: 2160, time: 0.072) G_GAN: 0.547 G_GAN_Feat: 9.467 G_VGG: 5.644 F_Flow: 30.185 F_Warp: 1.227 W: 2.763 D_real: 0.111 D_fake: 1.776 
(epoch: 15, iters: 2460, time: 0.071) G_GAN: 1.991 G_GAN_Feat: 9.633 G_VGG: 5.648 F_Flow: 28.584 F_Warp: 1.204 W: 2.616 D_real: 1.299 D_fake: 0.245 
(epoch: 15, iters: 2760, time: 0.069) G_GAN: 0.685 G_GAN_Feat: 10.086 G_VGG: 5.545 F_Flow: 28.407 F_Warp: 1.184 W: 2.648 D_real: 0.194 D_fake: 1.377 
(epoch: 15, iters: 3060, time: 0.068) G_GAN: 1.928 G_GAN_Feat: 10.059 G_VGG: 5.808 F_Flow: 31.745 F_Warp: 1.388 W: 2.822 D_real: 1.327 D_fake: 0.282 
(epoch: 15, iters: 3360, time: 0.067) G_GAN: 1.350 G_GAN_Feat: 10.753 G_VGG: 5.689 F_Flow: 30.544 F_Warp: 1.266 W: 2.687 D_real: 0.520 D_fake: 1.025 
(epoch: 15, iters: 3660, time: 0.068) G_GAN: 2.361 G_GAN_Feat: 11.023 G_VGG: 5.779 F_Flow: 30.484 F_Warp: 1.397 W: 2.895 D_real: 1.463 D_fake: 0.129 
(epoch: 15, iters: 3960, time: 0.067) G_GAN: 0.522 G_GAN_Feat: 9.929 G_VGG: 5.594 F_Flow: 27.205 F_Warp: 1.138 W: 2.576 D_real: 0.155 D_fake: 1.951 
(epoch: 15, iters: 4260, time: 0.066) G_GAN: 1.839 G_GAN_Feat: 10.417 G_VGG: 5.862 F_Flow: 26.528 F_Warp: 1.328 W: 2.840 D_real: 1.024 D_fake: 0.528 
(epoch: 15, iters: 4560, time: 0.068) G_GAN: 0.818 G_GAN_Feat: 10.496 G_VGG: 5.682 F_Flow: 34.018 F_Warp: 1.155 W: 2.751 D_real: 0.259 D_fake: 1.205 
saving the latest model (epoch 15, total_steps 144000)
(epoch: 15, iters: 4860, time: 0.067) G_GAN: 2.155 G_GAN_Feat: 9.295 G_VGG: 5.533 F_Flow: 28.439 F_Warp: 1.203 W: 2.715 D_real: 1.686 D_fake: 0.219 
(epoch: 15, iters: 5160, time: 0.066) G_GAN: 1.601 G_GAN_Feat: 10.523 G_VGG: 5.858 F_Flow: 30.785 F_Warp: 1.319 W: 2.837 D_real: 0.980 D_fake: 0.685 
(epoch: 15, iters: 5460, time: 0.066) G_GAN: 1.219 G_GAN_Feat: 9.871 G_VGG: 5.659 F_Flow: 27.495 F_Warp: 1.263 W: 2.766 D_real: 0.635 D_fake: 1.087 
(epoch: 15, iters: 5760, time: 0.067) G_GAN: 2.328 G_GAN_Feat: 9.628 G_VGG: 5.616 F_Flow: 28.478 F_Warp: 1.122 W: 2.587 D_real: 1.935 D_fake: 0.058 
(epoch: 15, iters: 6060, time: 0.067) G_GAN: 1.464 G_GAN_Feat: 9.886 G_VGG: 5.607 F_Flow: 28.612 F_Warp: 1.151 W: 2.611 D_real: 0.887 D_fake: 0.735 
(epoch: 15, iters: 6360, time: 0.067) G_GAN: 1.344 G_GAN_Feat: 10.137 G_VGG: 5.534 F_Flow: 29.651 F_Warp: 1.123 W: 2.494 D_real: 0.629 D_fake: 0.931 
(epoch: 15, iters: 6660, time: 0.066) G_GAN: 1.472 G_GAN_Feat: 9.787 G_VGG: 5.425 F_Flow: 27.593 F_Warp: 1.127 W: 2.618 D_real: 0.920 D_fake: 0.626 
(epoch: 15, iters: 6960, time: 0.066) G_GAN: 0.256 G_GAN_Feat: 9.613 G_VGG: 5.627 F_Flow: 27.254 F_Warp: 1.286 W: 2.906 D_real: 0.081 D_fake: 2.193 
(epoch: 15, iters: 7260, time: 0.066) G_GAN: 1.919 G_GAN_Feat: 9.742 G_VGG: 5.513 F_Flow: 26.048 F_Warp: 1.218 W: 2.843 D_real: 1.317 D_fake: 0.326 
(epoch: 15, iters: 7560, time: 0.066) G_GAN: 0.276 G_GAN_Feat: 10.031 G_VGG: 5.408 F_Flow: 29.007 F_Warp: 1.248 W: 2.734 D_real: 0.073 D_fake: 1.991 
saving the latest model (epoch 15, total_steps 147000)
(epoch: 15, iters: 7860, time: 0.067) G_GAN: 2.039 G_GAN_Feat: 9.483 G_VGG: 5.581 F_Flow: 26.098 F_Warp: 1.197 W: 2.658 D_real: 1.458 D_fake: 0.212 
(epoch: 15, iters: 8160, time: 0.066) G_GAN: 0.665 G_GAN_Feat: 9.996 G_VGG: 5.684 F_Flow: 32.631 F_Warp: 1.289 W: 2.719 D_real: 0.202 D_fake: 1.487 
(epoch: 15, iters: 8460, time: 0.066) G_GAN: 2.357 G_GAN_Feat: 10.371 G_VGG: 5.712 F_Flow: 27.412 F_Warp: 1.254 W: 2.766 D_real: 1.672 D_fake: 0.108 
(epoch: 15, iters: 8760, time: 0.065) G_GAN: 0.786 G_GAN_Feat: 9.746 G_VGG: 5.885 F_Flow: 31.839 F_Warp: 1.293 W: 2.759 D_real: 0.331 D_fake: 1.319 
(epoch: 15, iters: 9060, time: 0.067) G_GAN: 2.288 G_GAN_Feat: 9.954 G_VGG: 5.599 F_Flow: 30.369 F_Warp: 1.270 W: 2.742 D_real: 1.628 D_fake: 0.073 
(epoch: 15, iters: 9360, time: 0.067) G_GAN: 0.494 G_GAN_Feat: 10.380 G_VGG: 5.773 F_Flow: 32.203 F_Warp: 1.306 W: 2.860 D_real: 0.133 D_fake: 1.654 
(epoch: 15, iters: 9660, time: 0.066) G_GAN: 1.657 G_GAN_Feat: 10.092 G_VGG: 5.765 F_Flow: 27.178 F_Warp: 1.214 W: 2.705 D_real: 1.139 D_fake: 0.534 
(epoch: 15, iters: 9960, time: 0.065) G_GAN: 1.718 G_GAN_Feat: 10.638 G_VGG: 5.689 F_Flow: 28.966 F_Warp: 1.167 W: 2.649 D_real: 0.867 D_fake: 0.545 
End of epoch 15 / 100 	 Time Taken: 725 sec
saving the model at the end of epoch 15, iters 149400
(epoch: 16, iters: 300, time: 0.088) G_GAN: 1.834 G_GAN_Feat: 9.912 G_VGG: 5.699 F_Flow: 29.142 F_Warp: 1.167 W: 2.630 D_real: 1.277 D_fake: 0.338 
(epoch: 16, iters: 600, time: 0.079) G_GAN: 0.549 G_GAN_Feat: 9.588 G_VGG: 5.635 F_Flow: 26.875 F_Warp: 1.217 W: 2.652 D_real: 0.161 D_fake: 1.712 
saving the latest model (epoch 16, total_steps 150000)
(epoch: 16, iters: 900, time: 0.080) G_GAN: 2.302 G_GAN_Feat: 9.065 G_VGG: 5.416 F_Flow: 27.917 F_Warp: 1.118 W: 2.538 D_real: 1.928 D_fake: 0.075 
(epoch: 16, iters: 1200, time: 0.081) G_GAN: 0.988 G_GAN_Feat: 9.727 G_VGG: 5.552 F_Flow: 28.100 F_Warp: 1.095 W: 2.549 D_real: 0.405 D_fake: 1.058 
(epoch: 16, iters: 1500, time: 0.073) G_GAN: 1.778 G_GAN_Feat: 10.099 G_VGG: 5.743 F_Flow: 32.426 F_Warp: 1.246 W: 2.713 D_real: 0.984 D_fake: 0.580 
(epoch: 16, iters: 1800, time: 0.073) G_GAN: 0.903 G_GAN_Feat: 10.341 G_VGG: 5.475 F_Flow: 26.721 F_Warp: 1.164 W: 2.718 D_real: 0.271 D_fake: 1.582 
(epoch: 16, iters: 2100, time: 0.073) G_GAN: 2.008 G_GAN_Feat: 9.698 G_VGG: 5.598 F_Flow: 25.942 F_Warp: 1.234 W: 2.643 D_real: 1.554 D_fake: 0.201 
(epoch: 16, iters: 2400, time: 0.072) G_GAN: 2.063 G_GAN_Feat: 10.256 G_VGG: 5.461 F_Flow: 26.156 F_Warp: 1.151 W: 2.644 D_real: 1.281 D_fake: 0.308 
(epoch: 16, iters: 2700, time: 0.070) G_GAN: 0.713 G_GAN_Feat: 10.128 G_VGG: 5.642 F_Flow: 30.862 F_Warp: 1.213 W: 2.718 D_real: 0.203 D_fake: 1.498 
(epoch: 16, iters: 3000, time: 0.067) G_GAN: 1.888 G_GAN_Feat: 9.749 G_VGG: 5.637 F_Flow: 28.689 F_Warp: 1.189 W: 2.614 D_real: 1.184 D_fake: 0.246 
(epoch: 16, iters: 3300, time: 0.067) G_GAN: 0.284 G_GAN_Feat: 9.070 G_VGG: 5.602 F_Flow: 28.209 F_Warp: 1.220 W: 2.618 D_real: 0.101 D_fake: 1.961 
(epoch: 16, iters: 3600, time: 0.067) G_GAN: 2.263 G_GAN_Feat: 9.435 G_VGG: 5.590 F_Flow: 27.727 F_Warp: 1.222 W: 2.703 D_real: 1.808 D_fake: 0.128 
saving the latest model (epoch 16, total_steps 153000)
(epoch: 16, iters: 3900, time: 0.066) G_GAN: 0.873 G_GAN_Feat: 9.976 G_VGG: 5.474 F_Flow: 28.276 F_Warp: 1.092 W: 2.562 D_real: 0.146 D_fake: 1.752 
(epoch: 16, iters: 4200, time: 0.067) G_GAN: 1.673 G_GAN_Feat: 9.948 G_VGG: 5.589 F_Flow: 30.246 F_Warp: 1.209 W: 2.704 D_real: 0.976 D_fake: 0.544 
(epoch: 16, iters: 4500, time: 0.066) G_GAN: 1.062 G_GAN_Feat: 10.609 G_VGG: 5.668 F_Flow: 29.435 F_Warp: 1.219 W: 2.676 D_real: 0.412 D_fake: 1.098 
(epoch: 16, iters: 4800, time: 0.065) G_GAN: 2.353 G_GAN_Feat: 10.864 G_VGG: 5.632 F_Flow: 27.628 F_Warp: 1.227 W: 2.676 D_real: 1.488 D_fake: 0.158 
(epoch: 16, iters: 5100, time: 0.066) G_GAN: 1.117 G_GAN_Feat: 9.794 G_VGG: 5.417 F_Flow: 24.335 F_Warp: 1.188 W: 2.595 D_real: 0.476 D_fake: 1.009 
(epoch: 16, iters: 5400, time: 0.065) G_GAN: 2.160 G_GAN_Feat: 9.693 G_VGG: 5.421 F_Flow: 27.730 F_Warp: 1.120 W: 2.537 D_real: 1.512 D_fake: 0.193 
(epoch: 16, iters: 5700, time: 0.068) G_GAN: 0.780 G_GAN_Feat: 10.534 G_VGG: 5.697 F_Flow: 30.780 F_Warp: 1.291 W: 2.773 D_real: 0.236 D_fake: 1.386 
(epoch: 16, iters: 6000, time: 0.066) G_GAN: 2.214 G_GAN_Feat: 9.808 G_VGG: 5.614 F_Flow: 30.914 F_Warp: 1.184 W: 2.679 D_real: 1.732 D_fake: 0.170 
(epoch: 16, iters: 6300, time: 0.066) G_GAN: 0.754 G_GAN_Feat: 9.148 G_VGG: 5.399 F_Flow: 26.916 F_Warp: 1.196 W: 2.493 D_real: 0.360 D_fake: 1.395 
(epoch: 16, iters: 6600, time: 0.066) G_GAN: 1.539 G_GAN_Feat: 10.654 G_VGG: 5.524 F_Flow: 27.487 F_Warp: 1.209 W: 2.707 D_real: 0.556 D_fake: 0.974 
saving the latest model (epoch 16, total_steps 156000)
(epoch: 16, iters: 6900, time: 0.068) G_GAN: 1.936 G_GAN_Feat: 10.445 G_VGG: 5.943 F_Flow: 32.709 F_Warp: 1.358 W: 2.810 D_real: 1.140 D_fake: 0.310 
(epoch: 16, iters: 7200, time: 0.067) G_GAN: 0.394 G_GAN_Feat: 10.001 G_VGG: 5.948 F_Flow: 28.275 F_Warp: 1.322 W: 2.903 D_real: 0.095 D_fake: 1.762 
(epoch: 16, iters: 7500, time: 0.065) G_GAN: 1.902 G_GAN_Feat: 10.032 G_VGG: 5.630 F_Flow: 30.392 F_Warp: 1.235 W: 2.631 D_real: 1.199 D_fake: 0.303 
(epoch: 16, iters: 7800, time: 0.066) G_GAN: 1.465 G_GAN_Feat: 9.851 G_VGG: 5.533 F_Flow: 29.744 F_Warp: 1.247 W: 2.633 D_real: 0.808 D_fake: 0.740 
(epoch: 16, iters: 8100, time: 0.067) G_GAN: 2.365 G_GAN_Feat: 9.992 G_VGG: 5.505 F_Flow: 29.569 F_Warp: 1.135 W: 2.634 D_real: 1.846 D_fake: 0.126 
(epoch: 16, iters: 8400, time: 0.064) G_GAN: 0.962 G_GAN_Feat: 10.495 G_VGG: 5.609 F_Flow: 28.237 F_Warp: 1.289 W: 2.770 D_real: 0.160 D_fake: 1.423 
(epoch: 16, iters: 8700, time: 0.065) G_GAN: 2.318 G_GAN_Feat: 10.039 G_VGG: 5.740 F_Flow: 31.383 F_Warp: 1.303 W: 2.960 D_real: 1.808 D_fake: 0.088 
(epoch: 16, iters: 9000, time: 0.066) G_GAN: 1.147 G_GAN_Feat: 9.507 G_VGG: 5.343 F_Flow: 30.162 F_Warp: 1.067 W: 2.499 D_real: 0.485 D_fake: 1.192 
(epoch: 16, iters: 9300, time: 0.065) G_GAN: 2.354 G_GAN_Feat: 9.244 G_VGG: 5.623 F_Flow: 31.703 F_Warp: 1.359 W: 2.789 D_real: 1.859 D_fake: 0.111 
(epoch: 16, iters: 9600, time: 0.065) G_GAN: 1.064 G_GAN_Feat: 9.420 G_VGG: 5.559 F_Flow: 29.353 F_Warp: 1.238 W: 2.602 D_real: 0.443 D_fake: 1.099 
saving the latest model (epoch 16, total_steps 159000)
(epoch: 16, iters: 9900, time: 0.065) G_GAN: 2.087 G_GAN_Feat: 10.408 G_VGG: 5.884 F_Flow: 25.548 F_Warp: 1.240 W: 2.712 D_real: 1.363 D_fake: 0.312 
End of epoch 16 / 100 	 Time Taken: 729 sec
(epoch: 17, iters: 240, time: 0.125) G_GAN: 0.606 G_GAN_Feat: 10.318 G_VGG: 5.631 F_Flow: 27.630 F_Warp: 1.272 W: 2.693 D_real: 0.142 D_fake: 1.858 
(epoch: 17, iters: 540, time: 0.080) G_GAN: 2.042 G_GAN_Feat: 9.892 G_VGG: 5.740 F_Flow: 27.651 F_Warp: 1.349 W: 2.768 D_real: 1.452 D_fake: 0.190 
(epoch: 17, iters: 840, time: 0.079) G_GAN: 0.786 G_GAN_Feat: 9.884 G_VGG: 5.572 F_Flow: 26.736 F_Warp: 1.189 W: 2.600 D_real: 0.204 D_fake: 1.469 
(epoch: 17, iters: 1140, time: 0.078) G_GAN: 1.832 G_GAN_Feat: 9.833 G_VGG: 5.470 F_Flow: 27.455 F_Warp: 1.251 W: 2.692 D_real: 1.187 D_fake: 0.335 
(epoch: 17, iters: 1440, time: 0.074) G_GAN: 0.616 G_GAN_Feat: 9.911 G_VGG: 5.614 F_Flow: 25.917 F_Warp: 1.203 W: 2.580 D_real: 0.102 D_fake: 1.839 
(epoch: 17, iters: 1740, time: 0.073) G_GAN: 1.965 G_GAN_Feat: 9.768 G_VGG: 5.767 F_Flow: 31.564 F_Warp: 1.383 W: 2.964 D_real: 1.514 D_fake: 0.241 
(epoch: 17, iters: 2040, time: 0.073) G_GAN: 0.705 G_GAN_Feat: 9.991 G_VGG: 5.450 F_Flow: 32.648 F_Warp: 1.156 W: 2.675 D_real: 0.225 D_fake: 1.454 
(epoch: 17, iters: 2340, time: 0.072) G_GAN: 1.789 G_GAN_Feat: 10.355 G_VGG: 5.743 F_Flow: 30.643 F_Warp: 1.250 W: 2.765 D_real: 0.852 D_fake: 0.672 
(epoch: 17, iters: 2640, time: 0.070) G_GAN: 1.390 G_GAN_Feat: 9.923 G_VGG: 5.531 F_Flow: 27.056 F_Warp: 1.115 W: 2.609 D_real: 0.518 D_fake: 0.947 
saving the latest model (epoch 17, total_steps 162000)
(epoch: 17, iters: 2940, time: 0.068) G_GAN: 2.056 G_GAN_Feat: 11.227 G_VGG: 5.630 F_Flow: 27.014 F_Warp: 1.360 W: 2.826 D_real: 0.885 D_fake: 0.553 
(epoch: 17, iters: 3240, time: 0.067) G_GAN: 0.556 G_GAN_Feat: 9.411 G_VGG: 5.303 F_Flow: 27.329 F_Warp: 1.134 W: 2.632 D_real: 0.217 D_fake: 1.683 
(epoch: 17, iters: 3540, time: 0.067) G_GAN: 2.330 G_GAN_Feat: 9.283 G_VGG: 5.317 F_Flow: 26.557 F_Warp: 1.238 W: 2.872 D_real: 1.971 D_fake: 0.048 
(epoch: 17, iters: 3840, time: 0.068) G_GAN: 0.599 G_GAN_Feat: 9.736 G_VGG: 5.572 F_Flow: 27.288 F_Warp: 1.218 W: 2.752 D_real: 0.167 D_fake: 1.789 
(epoch: 17, iters: 4140, time: 0.066) G_GAN: 2.035 G_GAN_Feat: 11.057 G_VGG: 5.716 F_Flow: 26.153 F_Warp: 1.246 W: 2.639 D_real: 1.049 D_fake: 0.412 
(epoch: 17, iters: 4440, time: 0.065) G_GAN: 0.685 G_GAN_Feat: 10.355 G_VGG: 5.539 F_Flow: 27.724 F_Warp: 1.185 W: 2.647 D_real: 0.096 D_fake: 1.823 
(epoch: 17, iters: 4740, time: 0.066) G_GAN: 2.151 G_GAN_Feat: 9.746 G_VGG: 5.679 F_Flow: 29.790 F_Warp: 1.267 W: 2.704 D_real: 1.748 D_fake: 0.102 
(epoch: 17, iters: 5040, time: 0.067) G_GAN: 1.727 G_GAN_Feat: 9.788 G_VGG: 5.568 F_Flow: 30.038 F_Warp: 1.211 W: 2.742 D_real: 1.036 D_fake: 0.582 
(epoch: 17, iters: 5340, time: 0.066) G_GAN: 1.359 G_GAN_Feat: 10.720 G_VGG: 5.853 F_Flow: 26.641 F_Warp: 1.288 W: 2.833 D_real: 0.617 D_fake: 1.109 
(epoch: 17, iters: 5640, time: 0.066) G_GAN: 1.743 G_GAN_Feat: 10.430 G_VGG: 5.777 F_Flow: 29.027 F_Warp: 1.311 W: 2.868 D_real: 0.716 D_fake: 0.734 
saving the latest model (epoch 17, total_steps 165000)
(epoch: 17, iters: 5940, time: 0.066) G_GAN: 2.614 G_GAN_Feat: 9.328 G_VGG: 5.621 F_Flow: 31.588 F_Warp: 1.242 W: 2.704 D_real: 2.053 D_fake: 0.052 
(epoch: 17, iters: 6240, time: 0.066) G_GAN: 0.548 G_GAN_Feat: 9.962 G_VGG: 5.587 F_Flow: 29.386 F_Warp: 1.253 W: 2.749 D_real: 0.155 D_fake: 1.753 
(epoch: 17, iters: 6540, time: 0.065) G_GAN: 1.455 G_GAN_Feat: 9.708 G_VGG: 5.495 F_Flow: 28.707 F_Warp: 1.285 W: 2.879 D_real: 0.728 D_fake: 0.646 
(epoch: 17, iters: 6840, time: 0.068) G_GAN: 0.334 G_GAN_Feat: 9.413 G_VGG: 5.812 F_Flow: 27.520 F_Warp: 1.271 W: 2.741 D_real: 0.098 D_fake: 1.891 
(epoch: 17, iters: 7140, time: 0.066) G_GAN: 1.812 G_GAN_Feat: 10.461 G_VGG: 5.725 F_Flow: 32.916 F_Warp: 1.372 W: 2.825 D_real: 1.109 D_fake: 0.375 
(epoch: 17, iters: 7440, time: 0.066) G_GAN: 1.470 G_GAN_Feat: 9.923 G_VGG: 5.370 F_Flow: 27.348 F_Warp: 1.228 W: 2.643 D_real: 0.785 D_fake: 0.819 
(epoch: 17, iters: 7740, time: 0.067) G_GAN: 1.171 G_GAN_Feat: 9.814 G_VGG: 5.532 F_Flow: 26.514 F_Warp: 1.242 W: 2.744 D_real: 0.465 D_fake: 1.266 
(epoch: 17, iters: 8040, time: 0.067) G_GAN: 2.309 G_GAN_Feat: 10.034 G_VGG: 5.351 F_Flow: 31.016 F_Warp: 1.059 W: 2.431 D_real: 1.566 D_fake: 0.188 
(epoch: 17, iters: 8340, time: 0.066) G_GAN: 0.776 G_GAN_Feat: 10.413 G_VGG: 5.669 F_Flow: 26.086 F_Warp: 1.331 W: 2.914 D_real: 0.210 D_fake: 1.560 
(epoch: 17, iters: 8640, time: 0.065) G_GAN: 1.977 G_GAN_Feat: 10.541 G_VGG: 5.649 F_Flow: 30.396 F_Warp: 1.175 W: 2.692 D_real: 0.963 D_fake: 0.476 
saving the latest model (epoch 17, total_steps 168000)
(epoch: 17, iters: 8940, time: 0.065) G_GAN: 0.518 G_GAN_Feat: 9.457 G_VGG: 5.789 F_Flow: 27.315 F_Warp: 1.284 W: 2.781 D_real: 0.155 D_fake: 1.523 
(epoch: 17, iters: 9240, time: 0.066) G_GAN: 2.102 G_GAN_Feat: 9.379 G_VGG: 5.582 F_Flow: 29.328 F_Warp: 1.138 W: 2.669 D_real: 1.435 D_fake: 0.236 
(epoch: 17, iters: 9540, time: 0.067) G_GAN: 1.557 G_GAN_Feat: 10.042 G_VGG: 5.500 F_Flow: 27.271 F_Warp: 1.229 W: 2.748 D_real: 0.761 D_fake: 0.987 
(epoch: 17, iters: 9840, time: 0.066) G_GAN: 1.909 G_GAN_Feat: 10.977 G_VGG: 5.770 F_Flow: 28.457 F_Warp: 1.316 W: 2.794 D_real: 0.987 D_fake: 0.610 
End of epoch 17 / 100 	 Time Taken: 731 sec
(epoch: 18, iters: 180, time: 0.122) G_GAN: 0.837 G_GAN_Feat: 10.285 G_VGG: 5.765 F_Flow: 30.433 F_Warp: 1.304 W: 2.739 D_real: 0.227 D_fake: 1.269 
(epoch: 18, iters: 480, time: 0.079) G_GAN: 2.097 G_GAN_Feat: 9.871 G_VGG: 5.296 F_Flow: 27.723 F_Warp: 1.168 W: 2.632 D_real: 1.450 D_fake: 0.206 
(epoch: 18, iters: 780, time: 0.081) G_GAN: 0.861 G_GAN_Feat: 9.647 G_VGG: 5.567 F_Flow: 26.450 F_Warp: 1.119 W: 2.537 D_real: 0.319 D_fake: 1.277 
(epoch: 18, iters: 1080, time: 0.079) G_GAN: 2.010 G_GAN_Feat: 10.552 G_VGG: 5.613 F_Flow: 29.422 F_Warp: 1.262 W: 2.887 D_real: 1.041 D_fake: 0.458 
(epoch: 18, iters: 1380, time: 0.077) G_GAN: 2.043 G_GAN_Feat: 9.698 G_VGG: 5.556 F_Flow: 25.784 F_Warp: 1.226 W: 2.616 D_real: 1.280 D_fake: 0.382 
(epoch: 18, iters: 1680, time: 0.074) G_GAN: 0.034 G_GAN_Feat: 9.631 G_VGG: 5.718 F_Flow: 27.433 F_Warp: 1.317 W: 2.817 D_real: 0.006 D_fake: 2.820 
saving the latest model (epoch 18, total_steps 171000)
(epoch: 18, iters: 1980, time: 0.074) G_GAN: 1.587 G_GAN_Feat: 9.699 G_VGG: 5.682 F_Flow: 25.319 F_Warp: 1.303 W: 2.834 D_real: 0.983 D_fake: 0.781 
(epoch: 18, iters: 2280, time: 0.072) G_GAN: 1.974 G_GAN_Feat: 9.226 G_VGG: 5.313 F_Flow: 26.094 F_Warp: 1.103 W: 2.497 D_real: 1.382 D_fake: 0.256 
(epoch: 18, iters: 2580, time: 0.074) G_GAN: 0.565 G_GAN_Feat: 9.718 G_VGG: 5.513 F_Flow: 29.147 F_Warp: 1.187 W: 2.663 D_real: 0.215 D_fake: 1.630 
(epoch: 18, iters: 2880, time: 0.068) G_GAN: 2.114 G_GAN_Feat: 9.650 G_VGG: 5.521 F_Flow: 26.956 F_Warp: 1.101 W: 2.531 D_real: 1.490 D_fake: 0.149 
(epoch: 18, iters: 3180, time: 0.067) G_GAN: 0.622 G_GAN_Feat: 9.411 G_VGG: 5.414 F_Flow: 28.905 F_Warp: 1.222 W: 2.691 D_real: 0.327 D_fake: 1.504 
(epoch: 18, iters: 3480, time: 0.067) G_GAN: 2.143 G_GAN_Feat: 10.189 G_VGG: 5.757 F_Flow: 24.041 F_Warp: 1.262 W: 2.765 D_real: 1.464 D_fake: 0.191 
(epoch: 18, iters: 3780, time: 0.068) G_GAN: 0.777 G_GAN_Feat: 10.137 G_VGG: 5.566 F_Flow: 26.883 F_Warp: 1.198 W: 2.708 D_real: 0.308 D_fake: 1.335 
(epoch: 18, iters: 4080, time: 0.068) G_GAN: 2.398 G_GAN_Feat: 9.944 G_VGG: 5.433 F_Flow: 25.049 F_Warp: 1.179 W: 2.619 D_real: 1.676 D_fake: 0.138 
(epoch: 18, iters: 4380, time: 0.066) G_GAN: 0.689 G_GAN_Feat: 9.652 G_VGG: 5.670 F_Flow: 29.169 F_Warp: 1.378 W: 2.883 D_real: 0.282 D_fake: 1.518 
(epoch: 18, iters: 4680, time: 0.067) G_GAN: 2.110 G_GAN_Feat: 9.742 G_VGG: 5.638 F_Flow: 29.015 F_Warp: 1.258 W: 2.813 D_real: 1.570 D_fake: 0.140 
saving the latest model (epoch 18, total_steps 174000)
(epoch: 18, iters: 4980, time: 0.067) G_GAN: 1.500 G_GAN_Feat: 10.081 G_VGG: 5.542 F_Flow: 32.975 F_Warp: 1.227 W: 2.629 D_real: 0.806 D_fake: 0.788 
(epoch: 18, iters: 5280, time: 0.067) G_GAN: 1.913 G_GAN_Feat: 10.611 G_VGG: 5.525 F_Flow: 25.870 F_Warp: 1.158 W: 2.615 D_real: 0.738 D_fake: 0.740 
(epoch: 18, iters: 5580, time: 0.066) G_GAN: 2.577 G_GAN_Feat: 9.243 G_VGG: 5.748 F_Flow: 26.291 F_Warp: 1.351 W: 2.902 D_real: 2.011 D_fake: 0.034 
(epoch: 18, iters: 5880, time: 0.066) G_GAN: 0.796 G_GAN_Feat: 9.761 G_VGG: 5.498 F_Flow: 26.522 F_Warp: 1.207 W: 2.670 D_real: 0.195 D_fake: 1.283 
(epoch: 18, iters: 6180, time: 0.065) G_GAN: 1.799 G_GAN_Feat: 10.921 G_VGG: 5.773 F_Flow: 29.102 F_Warp: 1.287 W: 2.748 D_real: 0.738 D_fake: 0.678 
(epoch: 18, iters: 6480, time: 0.066) G_GAN: 1.635 G_GAN_Feat: 10.838 G_VGG: 5.753 F_Flow: 30.969 F_Warp: 1.299 W: 2.722 D_real: 0.581 D_fake: 1.064 
(epoch: 18, iters: 6780, time: 0.066) G_GAN: 2.408 G_GAN_Feat: 9.673 G_VGG: 5.827 F_Flow: 28.020 F_Warp: 1.530 W: 3.054 D_real: 1.894 D_fake: 0.066 
(epoch: 18, iters: 7080, time: 0.066) G_GAN: 0.855 G_GAN_Feat: 9.910 G_VGG: 5.426 F_Flow: 26.421 F_Warp: 1.195 W: 2.674 D_real: 0.233 D_fake: 0.932 
(epoch: 18, iters: 7380, time: 0.065) G_GAN: 2.555 G_GAN_Feat: 9.756 G_VGG: 5.569 F_Flow: 27.648 F_Warp: 1.297 W: 2.620 D_real: 1.950 D_fake: 0.082 
(epoch: 18, iters: 7680, time: 0.066) G_GAN: 0.595 G_GAN_Feat: 9.484 G_VGG: 5.238 F_Flow: 25.104 F_Warp: 1.110 W: 2.519 D_real: 0.243 D_fake: 1.442 
saving the latest model (epoch 18, total_steps 177000)
(epoch: 18, iters: 7980, time: 0.067) G_GAN: 2.076 G_GAN_Feat: 9.790 G_VGG: 5.445 F_Flow: 26.226 F_Warp: 1.137 W: 2.622 D_real: 1.437 D_fake: 0.194 
(epoch: 18, iters: 8280, time: 0.066) G_GAN: 1.220 G_GAN_Feat: 10.141 G_VGG: 5.703 F_Flow: 30.050 F_Warp: 1.354 W: 2.763 D_real: 0.459 D_fake: 1.056 
(epoch: 18, iters: 8580, time: 0.066) G_GAN: 2.312 G_GAN_Feat: 10.351 G_VGG: 5.654 F_Flow: 27.958 F_Warp: 1.175 W: 2.652 D_real: 1.724 D_fake: 0.114 
(epoch: 18, iters: 8880, time: 0.066) G_GAN: 0.692 G_GAN_Feat: 10.053 G_VGG: 5.554 F_Flow: 28.603 F_Warp: 1.177 W: 2.661 D_real: 0.138 D_fake: 1.307 
(epoch: 18, iters: 9180, time: 0.066) G_GAN: 1.818 G_GAN_Feat: 9.668 G_VGG: 5.501 F_Flow: 26.498 F_Warp: 1.239 W: 2.697 D_real: 1.152 D_fake: 0.508 
(epoch: 18, iters: 9480, time: 0.066) G_GAN: 0.476 G_GAN_Feat: 9.580 G_VGG: 5.360 F_Flow: 27.732 F_Warp: 1.129 W: 2.550 D_real: 0.170 D_fake: 1.599 
(epoch: 18, iters: 9780, time: 0.068) G_GAN: 2.021 G_GAN_Feat: 10.164 G_VGG: 5.545 F_Flow: 27.469 F_Warp: 1.295 W: 2.771 D_real: 1.370 D_fake: 0.292 
End of epoch 18 / 100 	 Time Taken: 737 sec
(epoch: 19, iters: 120, time: 0.120) G_GAN: 0.759 G_GAN_Feat: 9.425 G_VGG: 5.720 F_Flow: 28.286 F_Warp: 1.336 W: 2.856 D_real: 0.277 D_fake: 1.456 
(epoch: 19, iters: 420, time: 0.077) G_GAN: 2.226 G_GAN_Feat: 9.659 G_VGG: 5.828 F_Flow: 28.677 F_Warp: 1.254 W: 2.740 D_real: 1.623 D_fake: 0.143 
(epoch: 19, iters: 720, time: 0.078) G_GAN: 1.111 G_GAN_Feat: 10.382 G_VGG: 5.396 F_Flow: 26.886 F_Warp: 1.130 W: 2.522 D_real: 0.288 D_fake: 1.313 
saving the latest model (epoch 19, total_steps 180000)
(epoch: 19, iters: 1020, time: 0.082) G_GAN: 1.066 G_GAN_Feat: 10.086 G_VGG: 5.600 F_Flow: 24.960 F_Warp: 1.213 W: 2.642 D_real: 0.396 D_fake: 1.174 
(epoch: 19, iters: 1320, time: 0.077) G_GAN: 2.437 G_GAN_Feat: 9.307 G_VGG: 5.733 F_Flow: 30.295 F_Warp: 1.270 W: 2.784 D_real: 1.958 D_fake: 0.038 
(epoch: 19, iters: 1620, time: 0.075) G_GAN: 0.835 G_GAN_Feat: 9.823 G_VGG: 5.407 F_Flow: 29.800 F_Warp: 1.080 W: 2.503 D_real: 0.234 D_fake: 1.491 
(epoch: 19, iters: 1920, time: 0.073) G_GAN: 1.991 G_GAN_Feat: 9.957 G_VGG: 5.481 F_Flow: 27.628 F_Warp: 1.162 W: 2.632 D_real: 1.178 D_fake: 0.568 
(epoch: 19, iters: 2220, time: 0.072) G_GAN: 0.376 G_GAN_Feat: 9.664 G_VGG: 5.669 F_Flow: 29.382 F_Warp: 1.236 W: 2.698 D_real: 0.045 D_fake: 2.105 
(epoch: 19, iters: 2520, time: 0.071) G_GAN: 2.156 G_GAN_Feat: 9.675 G_VGG: 5.526 F_Flow: 27.769 F_Warp: 1.120 W: 2.516 D_real: 1.354 D_fake: 0.231 
(epoch: 19, iters: 2820, time: 0.069) G_GAN: 0.476 G_GAN_Feat: 9.847 G_VGG: 5.566 F_Flow: 34.214 F_Warp: 1.271 W: 2.750 D_real: 0.036 D_fake: 1.953 
(epoch: 19, iters: 3120, time: 0.067) G_GAN: 2.410 G_GAN_Feat: 10.850 G_VGG: 5.616 F_Flow: 28.578 F_Warp: 1.173 W: 2.585 D_real: 1.251 D_fake: 0.148 
(epoch: 19, iters: 3420, time: 0.067) G_GAN: 0.838 G_GAN_Feat: 9.623 G_VGG: 5.707 F_Flow: 29.155 F_Warp: 1.324 W: 2.725 D_real: 0.289 D_fake: 1.547 
(epoch: 19, iters: 3720, time: 0.068) G_GAN: 2.406 G_GAN_Feat: 10.156 G_VGG: 5.622 F_Flow: 29.753 F_Warp: 1.127 W: 2.519 D_real: 1.789 D_fake: 0.133 
saving the latest model (epoch 19, total_steps 183000)
(epoch: 19, iters: 4020, time: 0.068) G_GAN: 0.736 G_GAN_Feat: 9.595 G_VGG: 5.822 F_Flow: 28.235 F_Warp: 1.297 W: 2.735 D_real: 0.242 D_fake: 1.263 
(epoch: 19, iters: 4320, time: 0.067) G_GAN: 1.179 G_GAN_Feat: 10.038 G_VGG: 6.025 F_Flow: 28.654 F_Warp: 1.499 W: 2.998 D_real: 0.535 D_fake: 0.899 
(epoch: 19, iters: 4620, time: 0.068) G_GAN: 0.458 G_GAN_Feat: 10.209 G_VGG: 5.791 F_Flow: 31.970 F_Warp: 1.415 W: 3.073 D_real: 0.063 D_fake: 1.811 
(epoch: 19, iters: 4920, time: 0.066) G_GAN: 2.004 G_GAN_Feat: 9.811 G_VGG: 5.193 F_Flow: 25.437 F_Warp: 1.077 W: 2.436 D_real: 0.977 D_fake: 0.217 
(epoch: 19, iters: 5220, time: 0.066) G_GAN: 0.381 G_GAN_Feat: 9.454 G_VGG: 5.456 F_Flow: 26.663 F_Warp: 1.123 W: 2.565 D_real: 0.104 D_fake: 2.069 
(epoch: 19, iters: 5520, time: 0.068) G_GAN: 1.822 G_GAN_Feat: 9.116 G_VGG: 5.472 F_Flow: 26.842 F_Warp: 1.183 W: 2.530 D_real: 1.241 D_fake: 0.383 
(epoch: 19, iters: 5820, time: 0.068) G_GAN: 2.205 G_GAN_Feat: 10.758 G_VGG: 5.756 F_Flow: 29.841 F_Warp: 1.511 W: 2.858 D_real: 1.173 D_fake: 0.394 
(epoch: 19, iters: 6120, time: 0.066) G_GAN: 0.787 G_GAN_Feat: 9.610 G_VGG: 5.603 F_Flow: 28.710 F_Warp: 1.246 W: 2.729 D_real: 0.255 D_fake: 1.218 
(epoch: 19, iters: 6420, time: 0.067) G_GAN: 2.382 G_GAN_Feat: 8.938 G_VGG: 5.532 F_Flow: 30.039 F_Warp: 1.179 W: 2.643 D_real: 1.935 D_fake: 0.039 
(epoch: 19, iters: 6720, time: 0.066) G_GAN: 0.585 G_GAN_Feat: 9.539 G_VGG: 5.575 F_Flow: 27.955 F_Warp: 1.230 W: 2.627 D_real: 0.127 D_fake: 1.381 
saving the latest model (epoch 19, total_steps 186000)
(epoch: 19, iters: 7020, time: 0.066) G_GAN: 2.343 G_GAN_Feat: 10.547 G_VGG: 5.481 F_Flow: 26.056 F_Warp: 1.170 W: 2.567 D_real: 1.544 D_fake: 0.208 
(epoch: 19, iters: 7320, time: 0.067) G_GAN: 0.647 G_GAN_Feat: 9.101 G_VGG: 5.381 F_Flow: 33.048 F_Warp: 1.212 W: 2.593 D_real: 0.218 D_fake: 1.315 
(epoch: 19, iters: 7620, time: 0.067) G_GAN: 1.209 G_GAN_Feat: 10.206 G_VGG: 5.914 F_Flow: 28.620 F_Warp: 1.494 W: 3.016 D_real: 0.349 D_fake: 1.091 
(epoch: 19, iters: 7920, time: 0.066) G_GAN: 2.264 G_GAN_Feat: 8.819 G_VGG: 5.556 F_Flow: 27.844 F_Warp: 1.268 W: 2.704 D_real: 1.734 D_fake: 0.148 
(epoch: 19, iters: 8220, time: 0.067) G_GAN: 0.536 G_GAN_Feat: 9.269 G_VGG: 5.604 F_Flow: 28.298 F_Warp: 1.212 W: 2.630 D_real: 0.243 D_fake: 1.955 
(epoch: 19, iters: 8520, time: 0.065) G_GAN: 2.285 G_GAN_Feat: 9.679 G_VGG: 5.656 F_Flow: 27.276 F_Warp: 1.249 W: 2.605 D_real: 1.548 D_fake: 0.207 
(epoch: 19, iters: 8820, time: 0.066) G_GAN: 0.789 G_GAN_Feat: 10.246 G_VGG: 5.605 F_Flow: 26.554 F_Warp: 1.208 W: 2.675 D_real: 0.139 D_fake: 1.504 
(epoch: 19, iters: 9120, time: 0.066) G_GAN: 1.541 G_GAN_Feat: 9.243 G_VGG: 5.571 F_Flow: 29.055 F_Warp: 1.237 W: 2.805 D_real: 0.926 D_fake: 0.502 
(epoch: 19, iters: 9420, time: 0.066) G_GAN: 1.917 G_GAN_Feat: 9.979 G_VGG: 5.379 F_Flow: 28.124 F_Warp: 1.158 W: 2.652 D_real: 1.106 D_fake: 0.411 
(epoch: 19, iters: 9720, time: 0.066) G_GAN: 0.391 G_GAN_Feat: 9.126 G_VGG: 5.816 F_Flow: 32.296 F_Warp: 1.304 W: 2.833 D_real: 0.112 D_fake: 1.940 
saving the latest model (epoch 19, total_steps 189000)
End of epoch 19 / 100 	 Time Taken: 741 sec
(epoch: 20, iters: 60, time: 0.118) G_GAN: 1.955 G_GAN_Feat: 9.516 G_VGG: 5.599 F_Flow: 28.098 F_Warp: 1.226 W: 2.742 D_real: 1.291 D_fake: 0.257 
(epoch: 20, iters: 360, time: 0.079) G_GAN: 1.743 G_GAN_Feat: 9.934 G_VGG: 5.431 F_Flow: 29.311 F_Warp: 1.240 W: 2.663 D_real: 0.865 D_fake: 0.551 
(epoch: 20, iters: 660, time: 0.079) G_GAN: 1.314 G_GAN_Feat: 9.367 G_VGG: 5.403 F_Flow: 24.989 F_Warp: 1.105 W: 2.480 D_real: 0.735 D_fake: 0.899 
(epoch: 20, iters: 960, time: 0.081) G_GAN: 1.870 G_GAN_Feat: 9.967 G_VGG: 5.506 F_Flow: 28.116 F_Warp: 1.169 W: 2.627 D_real: 1.001 D_fake: 0.401 
(epoch: 20, iters: 1260, time: 0.077) G_GAN: 0.131 G_GAN_Feat: 8.478 G_VGG: 5.355 F_Flow: 26.586 F_Warp: 1.141 W: 2.690 D_real: 0.051 D_fake: 2.338 
(epoch: 20, iters: 1560, time: 0.074) G_GAN: 2.150 G_GAN_Feat: 9.078 G_VGG: 5.289 F_Flow: 27.208 F_Warp: 1.103 W: 2.523 D_real: 1.528 D_fake: 0.184 
(epoch: 20, iters: 1860, time: 0.073) G_GAN: 0.664 G_GAN_Feat: 9.814 G_VGG: 5.338 F_Flow: 25.637 F_Warp: 1.109 W: 2.477 D_real: 0.157 D_fake: 1.245 
(epoch: 20, iters: 2160, time: 0.073) G_GAN: 2.596 G_GAN_Feat: 8.900 G_VGG: 5.403 F_Flow: 28.584 F_Warp: 1.161 W: 2.617 D_real: 2.061 D_fake: 0.057 
(epoch: 20, iters: 2460, time: 0.073) G_GAN: 0.715 G_GAN_Feat: 9.694 G_VGG: 5.344 F_Flow: 27.283 F_Warp: 1.116 W: 2.503 D_real: 0.193 D_fake: 1.157 
(epoch: 20, iters: 2760, time: 0.069) G_GAN: 2.077 G_GAN_Feat: 9.904 G_VGG: 5.753 F_Flow: 32.391 F_Warp: 1.369 W: 2.845 D_real: 1.310 D_fake: 0.267 
saving the latest model (epoch 20, total_steps 192000)
(epoch: 20, iters: 3060, time: 0.067) G_GAN: 0.902 G_GAN_Feat: 9.060 G_VGG: 5.172 F_Flow: 28.356 F_Warp: 1.069 W: 2.515 D_real: 0.335 D_fake: 1.128 
(epoch: 20, iters: 3360, time: 0.067) G_GAN: 2.095 G_GAN_Feat: 9.295 G_VGG: 5.324 F_Flow: 24.802 F_Warp: 1.117 W: 2.547 D_real: 1.650 D_fake: 0.193 
(epoch: 20, iters: 3660, time: 0.066) G_GAN: 0.912 G_GAN_Feat: 9.748 G_VGG: 5.157 F_Flow: 28.611 F_Warp: 1.088 W: 2.464 D_real: 0.256 D_fake: 1.388 
(epoch: 20, iters: 3960, time: 0.067) G_GAN: 2.285 G_GAN_Feat: 9.985 G_VGG: 5.554 F_Flow: 27.404 F_Warp: 1.302 W: 2.820 D_real: 1.452 D_fake: 0.188 
(epoch: 20, iters: 4260, time: 0.067) G_GAN: 0.476 G_GAN_Feat: 9.530 G_VGG: 5.671 F_Flow: 27.075 F_Warp: 1.211 W: 2.732 D_real: 0.109 D_fake: 1.539 
(epoch: 20, iters: 4560, time: 0.066) G_GAN: 2.135 G_GAN_Feat: 10.054 G_VGG: 5.757 F_Flow: 29.785 F_Warp: 1.228 W: 2.662 D_real: 1.403 D_fake: 0.182 
(epoch: 20, iters: 4860, time: 0.066) G_GAN: 1.713 G_GAN_Feat: 10.566 G_VGG: 5.580 F_Flow: 30.574 F_Warp: 1.149 W: 2.590 D_real: 0.466 D_fake: 0.993 
(epoch: 20, iters: 5160, time: 0.066) G_GAN: 2.437 G_GAN_Feat: 9.320 G_VGG: 5.728 F_Flow: 27.878 F_Warp: 1.227 W: 2.668 D_real: 1.863 D_fake: 0.087 
(epoch: 20, iters: 5460, time: 0.067) G_GAN: 0.907 G_GAN_Feat: 9.921 G_VGG: 5.568 F_Flow: 29.895 F_Warp: 1.196 W: 2.661 D_real: 0.322 D_fake: 1.116 
(epoch: 20, iters: 5760, time: 0.067) G_GAN: 2.419 G_GAN_Feat: 9.350 G_VGG: 5.175 F_Flow: 26.333 F_Warp: 1.130 W: 2.484 D_real: 1.673 D_fake: 0.147 
saving the latest model (epoch 20, total_steps 195000)
(epoch: 20, iters: 6060, time: 0.067) G_GAN: 1.216 G_GAN_Feat: 9.384 G_VGG: 5.360 F_Flow: 26.703 F_Warp: 1.122 W: 2.470 D_real: 0.519 D_fake: 0.983 
(epoch: 20, iters: 6360, time: 0.065) G_GAN: 2.276 G_GAN_Feat: 10.015 G_VGG: 5.644 F_Flow: 28.069 F_Warp: 1.262 W: 2.767 D_real: 1.433 D_fake: 0.181 
(epoch: 20, iters: 6660, time: 0.067) G_GAN: 1.073 G_GAN_Feat: 9.304 G_VGG: 5.226 F_Flow: 27.143 F_Warp: 1.175 W: 2.648 D_real: 0.472 D_fake: 1.228 
(epoch: 20, iters: 6960, time: 0.067) G_GAN: 2.474 G_GAN_Feat: 8.987 G_VGG: 5.643 F_Flow: 29.280 F_Warp: 1.271 W: 2.703 D_real: 2.101 D_fake: 0.065 
(epoch: 20, iters: 7260, time: 0.066) G_GAN: 1.180 G_GAN_Feat: 10.303 G_VGG: 5.349 F_Flow: 25.723 F_Warp: 1.220 W: 2.604 D_real: 0.201 D_fake: 1.532 
(epoch: 20, iters: 7560, time: 0.066) G_GAN: 2.408 G_GAN_Feat: 9.813 G_VGG: 5.211 F_Flow: 30.129 F_Warp: 1.091 W: 2.489 D_real: 1.622 D_fake: 0.206 
(epoch: 20, iters: 7860, time: 0.065) G_GAN: 0.518 G_GAN_Feat: 9.926 G_VGG: 5.562 F_Flow: 27.071 F_Warp: 1.272 W: 2.775 D_real: 0.053 D_fake: 1.745 
(epoch: 20, iters: 8160, time: 0.065) G_GAN: 2.208 G_GAN_Feat: 9.418 G_VGG: 5.642 F_Flow: 27.687 F_Warp: 1.188 W: 2.652 D_real: 1.641 D_fake: 0.212 
(epoch: 20, iters: 8460, time: 0.066) G_GAN: 0.597 G_GAN_Feat: 10.302 G_VGG: 5.698 F_Flow: 29.031 F_Warp: 1.295 W: 2.789 D_real: 0.124 D_fake: 1.516 
(epoch: 20, iters: 8760, time: 0.065) G_GAN: 2.358 G_GAN_Feat: 9.880 G_VGG: 5.544 F_Flow: 28.324 F_Warp: 1.358 W: 2.897 D_real: 1.477 D_fake: 0.190 
saving the latest model (epoch 20, total_steps 198000)
(epoch: 20, iters: 9060, time: 0.065) G_GAN: 0.604 G_GAN_Feat: 8.987 G_VGG: 5.459 F_Flow: 29.652 F_Warp: 1.149 W: 2.679 D_real: 0.298 D_fake: 1.584 
(epoch: 20, iters: 9360, time: 0.066) G_GAN: 2.205 G_GAN_Feat: 10.252 G_VGG: 5.440 F_Flow: 26.555 F_Warp: 1.381 W: 2.950 D_real: 1.453 D_fake: 0.235 
(epoch: 20, iters: 9660, time: 0.066) G_GAN: 0.187 G_GAN_Feat: 7.716 G_VGG: 5.331 F_Flow: 28.711 F_Warp: 1.110 W: 2.610 D_real: 0.113 D_fake: 2.333 
(epoch: 20, iters: 9960, time: 0.066) G_GAN: 1.603 G_GAN_Feat: 9.696 G_VGG: 5.559 F_Flow: 25.264 F_Warp: 1.256 W: 2.772 D_real: 0.907 D_fake: 0.669 
End of epoch 20 / 100 	 Time Taken: 740 sec
saving the model at the end of epoch 20, iters 199200
(epoch: 21, iters: 300, time: 0.086) G_GAN: 2.170 G_GAN_Feat: 10.074 G_VGG: 5.347 F_Flow: 27.564 F_Warp: 1.172 W: 2.625 D_real: 1.243 D_fake: 0.380 
(epoch: 21, iters: 600, time: 0.077) G_GAN: 0.970 G_GAN_Feat: 9.417 G_VGG: 5.324 F_Flow: 29.355 F_Warp: 1.095 W: 2.579 D_real: 0.420 D_fake: 1.054 
(epoch: 21, iters: 900, time: 0.078) G_GAN: 2.504 G_GAN_Feat: 10.441 G_VGG: 5.697 F_Flow: 29.272 F_Warp: 1.373 W: 2.857 D_real: 1.516 D_fake: 0.144 
(epoch: 21, iters: 1200, time: 0.077) G_GAN: 0.465 G_GAN_Feat: 8.927 G_VGG: 5.479 F_Flow: 24.541 F_Warp: 1.125 W: 2.574 D_real: 0.121 D_fake: 1.659 
(epoch: 21, iters: 1500, time: 0.074) G_GAN: 2.324 G_GAN_Feat: 9.766 G_VGG: 5.545 F_Flow: 25.856 F_Warp: 1.285 W: 2.797 D_real: 1.701 D_fake: 0.168 
(epoch: 21, iters: 1800, time: 0.073) G_GAN: 1.556 G_GAN_Feat: 10.320 G_VGG: 5.437 F_Flow: 27.736 F_Warp: 1.081 W: 2.540 D_real: 0.497 D_fake: 0.853 
saving the latest model (epoch 21, total_steps 201000)
(epoch: 21, iters: 2100, time: 0.071) G_GAN: 2.229 G_GAN_Feat: 10.606 G_VGG: 5.183 F_Flow: 28.362 F_Warp: 1.098 W: 2.497 D_real: 0.997 D_fake: 0.271 
(epoch: 21, iters: 2400, time: 0.073) G_GAN: 1.157 G_GAN_Feat: 11.472 G_VGG: 5.786 F_Flow: 32.017 F_Warp: 1.416 W: 2.919 D_real: 0.168 D_fake: 1.474 
(epoch: 21, iters: 2700, time: 0.071) G_GAN: 2.253 G_GAN_Feat: 9.746 G_VGG: 5.492 F_Flow: 27.888 F_Warp: 1.226 W: 2.600 D_real: 1.540 D_fake: 0.153 
(epoch: 21, iters: 3000, time: 0.067) G_GAN: 1.114 G_GAN_Feat: 9.672 G_VGG: 5.670 F_Flow: 25.769 F_Warp: 1.182 W: 2.642 D_real: 0.256 D_fake: 1.184 
(epoch: 21, iters: 3300, time: 0.068) G_GAN: 2.303 G_GAN_Feat: 10.272 G_VGG: 5.555 F_Flow: 26.228 F_Warp: 1.234 W: 2.715 D_real: 1.191 D_fake: 0.390 
(epoch: 21, iters: 3600, time: 0.068) G_GAN: 2.385 G_GAN_Feat: 9.258 G_VGG: 5.472 F_Flow: 25.444 F_Warp: 1.227 W: 2.773 D_real: 1.658 D_fake: 0.112 
(epoch: 21, iters: 3900, time: 0.066) G_GAN: 1.047 G_GAN_Feat: 10.082 G_VGG: 5.522 F_Flow: 26.075 F_Warp: 1.169 W: 2.648 D_real: 0.287 D_fake: 1.343 
(epoch: 21, iters: 4200, time: 0.066) G_GAN: 2.478 G_GAN_Feat: 9.081 G_VGG: 5.290 F_Flow: 24.067 F_Warp: 1.142 W: 2.536 D_real: 1.982 D_fake: 0.065 
(epoch: 21, iters: 4500, time: 0.065) G_GAN: 0.907 G_GAN_Feat: 9.064 G_VGG: 5.449 F_Flow: 26.875 F_Warp: 1.152 W: 2.583 D_real: 0.265 D_fake: 1.312 
(epoch: 21, iters: 4800, time: 0.066) G_GAN: 2.114 G_GAN_Feat: 10.228 G_VGG: 5.450 F_Flow: 28.285 F_Warp: 1.213 W: 2.738 D_real: 1.121 D_fake: 0.321 
saving the latest model (epoch 21, total_steps 204000)
(epoch: 21, iters: 5100, time: 0.066) G_GAN: 0.676 G_GAN_Feat: 10.055 G_VGG: 5.485 F_Flow: 27.656 F_Warp: 1.117 W: 2.550 D_real: 0.131 D_fake: 1.640 
(epoch: 21, iters: 5400, time: 0.065) G_GAN: 1.819 G_GAN_Feat: 9.531 G_VGG: 5.462 F_Flow: 25.717 F_Warp: 1.196 W: 2.714 D_real: 1.006 D_fake: 0.308 
(epoch: 21, iters: 5700, time: 0.066) G_GAN: 0.427 G_GAN_Feat: 9.170 G_VGG: 5.502 F_Flow: 30.383 F_Warp: 1.215 W: 2.754 D_real: 0.099 D_fake: 1.790 
(epoch: 21, iters: 6000, time: 0.066) G_GAN: 2.367 G_GAN_Feat: 9.272 G_VGG: 5.630 F_Flow: 29.030 F_Warp: 1.233 W: 2.735 D_real: 1.800 D_fake: 0.127 
(epoch: 21, iters: 6300, time: 0.067) G_GAN: 1.094 G_GAN_Feat: 10.939 G_VGG: 5.353 F_Flow: 23.128 F_Warp: 1.205 W: 2.689 D_real: 0.176 D_fake: 1.573 
(epoch: 21, iters: 6600, time: 0.065) G_GAN: 2.263 G_GAN_Feat: 9.548 G_VGG: 5.313 F_Flow: 28.848 F_Warp: 1.214 W: 2.588 D_real: 1.694 D_fake: 0.091 
(epoch: 21, iters: 6900, time: 0.065) G_GAN: 1.440 G_GAN_Feat: 10.685 G_VGG: 5.393 F_Flow: 28.782 F_Warp: 1.124 W: 2.560 D_real: 0.274 D_fake: 1.075 
(epoch: 21, iters: 7200, time: 0.066) G_GAN: 2.013 G_GAN_Feat: 10.098 G_VGG: 5.680 F_Flow: 32.793 F_Warp: 1.297 W: 2.719 D_real: 1.248 D_fake: 0.359 
(epoch: 21, iters: 7500, time: 0.065) G_GAN: 0.603 G_GAN_Feat: 9.376 G_VGG: 5.665 F_Flow: 32.664 F_Warp: 1.349 W: 2.765 D_real: 0.133 D_fake: 1.631 
(epoch: 21, iters: 7800, time: 0.068) G_GAN: 2.325 G_GAN_Feat: 9.771 G_VGG: 5.324 F_Flow: 27.255 F_Warp: 1.058 W: 2.411 D_real: 1.561 D_fake: 0.177 
saving the latest model (epoch 21, total_steps 207000)
(epoch: 21, iters: 8100, time: 0.065) G_GAN: 0.733 G_GAN_Feat: 10.232 G_VGG: 5.631 F_Flow: 28.052 F_Warp: 1.295 W: 2.783 D_real: 0.134 D_fake: 1.296 
(epoch: 21, iters: 8400, time: 0.066) G_GAN: 2.256 G_GAN_Feat: 9.656 G_VGG: 5.719 F_Flow: 29.986 F_Warp: 1.407 W: 2.932 D_real: 1.768 D_fake: 0.155 
(epoch: 21, iters: 8700, time: 0.066) G_GAN: 1.136 G_GAN_Feat: 10.555 G_VGG: 5.652 F_Flow: 26.828 F_Warp: 1.256 W: 2.626 D_real: 0.222 D_fake: 0.830 
(epoch: 21, iters: 9000, time: 0.065) G_GAN: 1.663 G_GAN_Feat: 9.795 G_VGG: 5.612 F_Flow: 30.161 F_Warp: 1.208 W: 2.665 D_real: 0.946 D_fake: 0.438 
(epoch: 21, iters: 9300, time: 0.065) G_GAN: 1.105 G_GAN_Feat: 8.957 G_VGG: 5.372 F_Flow: 25.563 F_Warp: 1.065 W: 2.464 D_real: 0.568 D_fake: 0.986 
(epoch: 21, iters: 9600, time: 0.066) G_GAN: 2.438 G_GAN_Feat: 8.697 G_VGG: 5.684 F_Flow: 34.072 F_Warp: 1.308 W: 2.727 D_real: 1.886 D_fake: 0.099 
(epoch: 21, iters: 9900, time: 0.065) G_GAN: 0.568 G_GAN_Feat: 9.921 G_VGG: 5.435 F_Flow: 29.174 F_Warp: 1.158 W: 2.591 D_real: 0.089 D_fake: 1.963 
End of epoch 21 / 100 	 Time Taken: 740 sec
(epoch: 22, iters: 240, time: 0.126) G_GAN: 2.191 G_GAN_Feat: 9.957 G_VGG: 5.317 F_Flow: 26.245 F_Warp: 1.107 W: 2.561 D_real: 1.164 D_fake: 0.325 
(epoch: 22, iters: 540, time: 0.077) G_GAN: 0.654 G_GAN_Feat: 9.467 G_VGG: 5.675 F_Flow: 29.270 F_Warp: 1.340 W: 2.833 D_real: 0.241 D_fake: 1.473 
(epoch: 22, iters: 840, time: 0.077) G_GAN: 2.324 G_GAN_Feat: 10.173 G_VGG: 5.637 F_Flow: 26.859 F_Warp: 1.241 W: 2.740 D_real: 1.333 D_fake: 0.209 
saving the latest model (epoch 22, total_steps 210000)
(epoch: 22, iters: 1140, time: 0.078) G_GAN: 0.945 G_GAN_Feat: 9.987 G_VGG: 5.522 F_Flow: 31.457 F_Warp: 1.267 W: 2.699 D_real: 0.188 D_fake: 1.418 
(epoch: 22, iters: 1440, time: 0.076) G_GAN: 2.181 G_GAN_Feat: 10.563 G_VGG: 5.391 F_Flow: 26.378 F_Warp: 1.229 W: 2.640 D_real: 0.894 D_fake: 0.394 
(epoch: 22, iters: 1740, time: 0.073) G_GAN: 2.360 G_GAN_Feat: 9.394 G_VGG: 5.346 F_Flow: 27.660 F_Warp: 1.168 W: 2.664 D_real: 1.512 D_fake: 0.199 
(epoch: 22, iters: 2040, time: 0.072) G_GAN: 0.948 G_GAN_Feat: 9.769 G_VGG: 5.501 F_Flow: 30.140 F_Warp: 1.234 W: 2.625 D_real: 0.153 D_fake: 1.085 
(epoch: 22, iters: 2340, time: 0.071) G_GAN: 1.032 G_GAN_Feat: 9.292 G_VGG: 5.404 F_Flow: 29.053 F_Warp: 1.143 W: 2.635 D_real: 0.472 D_fake: 1.225 
(epoch: 22, iters: 2640, time: 0.072) G_GAN: 2.739 G_GAN_Feat: 9.995 G_VGG: 5.623 F_Flow: 25.867 F_Warp: 1.224 W: 2.740 D_real: 2.176 D_fake: 0.067 
(epoch: 22, iters: 2940, time: 0.068) G_GAN: 1.071 G_GAN_Feat: 10.109 G_VGG: 5.584 F_Flow: 28.820 F_Warp: 1.265 W: 2.715 D_real: 0.227 D_fake: 1.600 
(epoch: 22, iters: 3240, time: 0.068) G_GAN: 2.141 G_GAN_Feat: 9.807 G_VGG: 5.720 F_Flow: 29.232 F_Warp: 1.150 W: 2.626 D_real: 1.269 D_fake: 0.274 
(epoch: 22, iters: 3540, time: 0.068) G_GAN: 0.559 G_GAN_Feat: 9.213 G_VGG: 5.661 F_Flow: 28.802 F_Warp: 1.284 W: 2.719 D_real: 0.263 D_fake: 1.645 
(epoch: 22, iters: 3840, time: 0.068) G_GAN: 2.680 G_GAN_Feat: 9.586 G_VGG: 5.525 F_Flow: 24.817 F_Warp: 1.173 W: 2.688 D_real: 2.129 D_fake: 0.051 
saving the latest model (epoch 22, total_steps 213000)
(epoch: 22, iters: 4140, time: 0.067) G_GAN: 0.851 G_GAN_Feat: 10.273 G_VGG: 5.549 F_Flow: 25.346 F_Warp: 1.111 W: 2.421 D_real: 0.076 D_fake: 1.692 
(epoch: 22, iters: 4440, time: 0.066) G_GAN: 2.446 G_GAN_Feat: 9.979 G_VGG: 5.455 F_Flow: 27.338 F_Warp: 1.179 W: 2.630 D_real: 1.539 D_fake: 0.209 
(epoch: 22, iters: 4740, time: 0.067) G_GAN: 1.241 G_GAN_Feat: 10.201 G_VGG: 5.607 F_Flow: 33.098 F_Warp: 1.339 W: 2.838 D_real: 0.565 D_fake: 1.040 
(epoch: 22, iters: 5040, time: 0.067) G_GAN: 2.535 G_GAN_Feat: 9.450 G_VGG: 5.408 F_Flow: 28.395 F_Warp: 1.177 W: 2.535 D_real: 1.844 D_fake: 0.047 
(epoch: 22, iters: 5340, time: 0.068) G_GAN: 0.521 G_GAN_Feat: 8.310 G_VGG: 5.517 F_Flow: 29.345 F_Warp: 1.328 W: 2.719 D_real: 0.278 D_fake: 1.619 
(epoch: 22, iters: 5640, time: 0.067) G_GAN: 1.513 G_GAN_Feat: 9.314 G_VGG: 5.557 F_Flow: 28.176 F_Warp: 1.209 W: 2.613 D_real: 0.940 D_fake: 0.627 
(epoch: 22, iters: 5940, time: 0.066) G_GAN: 2.253 G_GAN_Feat: 10.690 G_VGG: 5.563 F_Flow: 27.237 F_Warp: 1.199 W: 2.717 D_real: 1.176 D_fake: 0.263 
(epoch: 22, iters: 6240, time: 0.067) G_GAN: 0.654 G_GAN_Feat: 8.817 G_VGG: 5.296 F_Flow: 25.159 F_Warp: 1.097 W: 2.550 D_real: 0.317 D_fake: 1.504 
(epoch: 22, iters: 6540, time: 0.067) G_GAN: 1.335 G_GAN_Feat: 9.803 G_VGG: 5.269 F_Flow: 26.566 F_Warp: 1.125 W: 2.550 D_real: 0.510 D_fake: 0.978 
(epoch: 22, iters: 6840, time: 0.066) G_GAN: 2.694 G_GAN_Feat: 10.325 G_VGG: 5.748 F_Flow: 28.866 F_Warp: 1.451 W: 2.835 D_real: 1.949 D_fake: 0.038 
saving the latest model (epoch 22, total_steps 216000)
(epoch: 22, iters: 7140, time: 0.066) G_GAN: 0.971 G_GAN_Feat: 10.183 G_VGG: 5.462 F_Flow: 26.286 F_Warp: 1.255 W: 2.758 D_real: 0.088 D_fake: 1.536 
(epoch: 22, iters: 7440, time: 0.066) G_GAN: 2.300 G_GAN_Feat: 9.860 G_VGG: 5.674 F_Flow: 26.191 F_Warp: 1.222 W: 2.751 D_real: 1.551 D_fake: 0.124 
(epoch: 22, iters: 7740, time: 0.066) G_GAN: 1.816 G_GAN_Feat: 9.882 G_VGG: 5.635 F_Flow: 27.612 F_Warp: 1.211 W: 2.678 D_real: 0.785 D_fake: 0.765 
(epoch: 22, iters: 8040, time: 0.068) G_GAN: 2.442 G_GAN_Feat: 10.039 G_VGG: 5.406 F_Flow: 26.634 F_Warp: 1.156 W: 2.674 D_real: 1.389 D_fake: 0.279 
(epoch: 22, iters: 8340, time: 0.065) G_GAN: 0.756 G_GAN_Feat: 10.214 G_VGG: 5.461 F_Flow: 30.246 F_Warp: 1.310 W: 2.813 D_real: 0.114 D_fake: 1.806 
(epoch: 22, iters: 8640, time: 0.068) G_GAN: 2.049 G_GAN_Feat: 9.682 G_VGG: 5.431 F_Flow: 30.828 F_Warp: 1.111 W: 2.512 D_real: 1.360 D_fake: 0.213 
(epoch: 22, iters: 8940, time: 0.066) G_GAN: 0.860 G_GAN_Feat: 10.611 G_VGG: 5.684 F_Flow: 28.508 F_Warp: 1.348 W: 2.785 D_real: 0.041 D_fake: 1.751 
(epoch: 22, iters: 9240, time: 0.066) G_GAN: 2.030 G_GAN_Feat: 9.783 G_VGG: 5.948 F_Flow: 27.284 F_Warp: 1.386 W: 2.892 D_real: 1.224 D_fake: 0.249 
(epoch: 22, iters: 9540, time: 0.065) G_GAN: 1.596 G_GAN_Feat: 10.220 G_VGG: 5.460 F_Flow: 26.675 F_Warp: 1.182 W: 2.617 D_real: 0.700 D_fake: 0.951 
(epoch: 22, iters: 9840, time: 0.065) G_GAN: 2.758 G_GAN_Feat: 9.540 G_VGG: 5.666 F_Flow: 27.735 F_Warp: 1.296 W: 2.718 D_real: 2.245 D_fake: 0.017 
saving the latest model (epoch 22, total_steps 219000)
End of epoch 22 / 100 	 Time Taken: 751 sec
(epoch: 23, iters: 180, time: 0.128) G_GAN: 0.672 G_GAN_Feat: 9.440 G_VGG: 5.120 F_Flow: 25.745 F_Warp: 1.007 W: 2.378 D_real: 0.107 D_fake: 1.323 
(epoch: 23, iters: 480, time: 0.080) G_GAN: 2.075 G_GAN_Feat: 8.794 G_VGG: 5.506 F_Flow: 24.970 F_Warp: 1.316 W: 2.772 D_real: 1.594 D_fake: 0.206 
(epoch: 23, iters: 780, time: 0.081) G_GAN: 1.819 G_GAN_Feat: 9.779 G_VGG: 5.689 F_Flow: 27.993 F_Warp: 1.196 W: 2.662 D_real: 0.953 D_fake: 0.374 
(epoch: 23, iters: 1080, time: 0.086) G_GAN: 0.434 G_GAN_Feat: 9.667 G_VGG: 5.464 F_Flow: 25.819 F_Warp: 1.198 W: 2.637 D_real: 0.053 D_fake: 1.792 
(epoch: 23, iters: 1380, time: 0.080) G_GAN: 2.372 G_GAN_Feat: 9.328 G_VGG: 5.616 F_Flow: 27.741 F_Warp: 1.267 W: 2.710 D_real: 1.899 D_fake: 0.069 
(epoch: 23, iters: 1680, time: 0.076) G_GAN: 1.357 G_GAN_Feat: 10.290 G_VGG: 5.360 F_Flow: 26.870 F_Warp: 1.082 W: 2.541 D_real: 0.250 D_fake: 1.076 
(epoch: 23, iters: 1980, time: 0.078) G_GAN: 2.153 G_GAN_Feat: 9.874 G_VGG: 5.613 F_Flow: 29.385 F_Warp: 1.299 W: 2.783 D_real: 1.241 D_fake: 0.236 
(epoch: 23, iters: 2280, time: 0.077) G_GAN: 0.426 G_GAN_Feat: 8.393 G_VGG: 5.351 F_Flow: 27.667 F_Warp: 1.186 W: 2.596 D_real: 0.215 D_fake: 1.772 
(epoch: 23, iters: 2580, time: 0.077) G_GAN: 1.323 G_GAN_Feat: 9.683 G_VGG: 5.642 F_Flow: 23.700 F_Warp: 1.393 W: 2.854 D_real: 0.583 D_fake: 0.916 
(epoch: 23, iters: 2880, time: 0.072) G_GAN: 2.235 G_GAN_Feat: 9.662 G_VGG: 5.470 F_Flow: 30.173 F_Warp: 1.200 W: 2.671 D_real: 1.321 D_fake: 0.208 
saving the latest model (epoch 23, total_steps 222000)
(epoch: 23, iters: 3180, time: 0.073) G_GAN: 1.055 G_GAN_Feat: 9.369 G_VGG: 5.297 F_Flow: 28.738 F_Warp: 1.154 W: 2.577 D_real: 0.416 D_fake: 1.179 
(epoch: 23, iters: 3480, time: 0.072) G_GAN: 0.864 G_GAN_Feat: 10.089 G_VGG: 5.148 F_Flow: 28.055 F_Warp: 1.077 W: 2.503 D_real: 0.235 D_fake: 1.488 
(epoch: 23, iters: 3780, time: 0.072) G_GAN: 2.433 G_GAN_Feat: 9.644 G_VGG: 5.289 F_Flow: 26.062 F_Warp: 1.134 W: 2.565 D_real: 1.783 D_fake: 0.080 
(epoch: 23, iters: 4080, time: 0.070) G_GAN: 0.652 G_GAN_Feat: 9.124 G_VGG: 5.339 F_Flow: 29.510 F_Warp: 1.116 W: 2.573 D_real: 0.159 D_fake: 1.554 
(epoch: 23, iters: 4380, time: 0.070) G_GAN: 2.224 G_GAN_Feat: 9.753 G_VGG: 5.471 F_Flow: 30.316 F_Warp: 1.185 W: 2.563 D_real: 1.224 D_fake: 0.243 
(epoch: 23, iters: 4680, time: 0.070) G_GAN: 1.014 G_GAN_Feat: 10.006 G_VGG: 5.615 F_Flow: 28.628 F_Warp: 1.328 W: 2.766 D_real: 0.300 D_fake: 0.983 
(epoch: 23, iters: 4980, time: 0.071) G_GAN: 2.454 G_GAN_Feat: 9.500 G_VGG: 5.326 F_Flow: 27.712 F_Warp: 1.155 W: 2.639 D_real: 1.641 D_fake: 0.072 
(epoch: 23, iters: 5280, time: 0.071) G_GAN: 0.890 G_GAN_Feat: 10.126 G_VGG: 5.658 F_Flow: 27.215 F_Warp: 1.259 W: 2.677 D_real: 0.275 D_fake: 1.471 
(epoch: 23, iters: 5580, time: 0.071) G_GAN: 2.451 G_GAN_Feat: 9.834 G_VGG: 5.426 F_Flow: 29.446 F_Warp: 1.236 W: 2.785 D_real: 1.702 D_fake: 0.135 
(epoch: 23, iters: 5880, time: 0.072) G_GAN: 0.714 G_GAN_Feat: 9.700 G_VGG: 5.483 F_Flow: 30.254 F_Warp: 1.262 W: 2.761 D_real: 0.183 D_fake: 1.264 
saving the latest model (epoch 23, total_steps 225000)
(epoch: 23, iters: 6180, time: 0.070) G_GAN: 1.566 G_GAN_Feat: 10.533 G_VGG: 5.679 F_Flow: 27.351 F_Warp: 1.374 W: 2.909 D_real: 0.555 D_fake: 0.972 
(epoch: 23, iters: 6480, time: 0.072) G_GAN: 2.672 G_GAN_Feat: 9.922 G_VGG: 5.398 F_Flow: 24.248 F_Warp: 1.185 W: 2.579 D_real: 1.684 D_fake: 0.071 
(epoch: 23, iters: 6780, time: 0.070) G_GAN: 0.917 G_GAN_Feat: 9.515 G_VGG: 5.372 F_Flow: 25.596 F_Warp: 1.264 W: 2.706 D_real: 0.369 D_fake: 1.401 
(epoch: 23, iters: 7080, time: 0.071) G_GAN: 1.315 G_GAN_Feat: 9.794 G_VGG: 5.307 F_Flow: 27.542 F_Warp: 1.117 W: 2.568 D_real: 0.511 D_fake: 0.655 
(epoch: 23, iters: 7380, time: 0.070) G_GAN: 2.628 G_GAN_Feat: 9.512 G_VGG: 5.355 F_Flow: 26.370 F_Warp: 1.169 W: 2.609 D_real: 1.958 D_fake: 0.119 
(epoch: 23, iters: 7680, time: 0.069) G_GAN: 0.821 G_GAN_Feat: 10.187 G_VGG: 5.368 F_Flow: 26.294 F_Warp: 1.079 W: 2.428 D_real: 0.135 D_fake: 1.325 
(epoch: 23, iters: 7980, time: 0.070) G_GAN: 1.979 G_GAN_Feat: 10.074 G_VGG: 5.457 F_Flow: 28.048 F_Warp: 1.229 W: 2.651 D_real: 1.081 D_fake: 0.368 
(epoch: 23, iters: 8280, time: 0.070) G_GAN: 0.529 G_GAN_Feat: 9.881 G_VGG: 5.620 F_Flow: 29.708 F_Warp: 1.371 W: 2.908 D_real: 0.156 D_fake: 1.804 
(epoch: 23, iters: 8580, time: 0.069) G_GAN: 2.080 G_GAN_Feat: 8.686 G_VGG: 5.670 F_Flow: 30.352 F_Warp: 1.205 W: 2.675 D_real: 1.658 D_fake: 0.188 
(epoch: 23, iters: 8880, time: 0.068) G_GAN: 1.068 G_GAN_Feat: 9.954 G_VGG: 5.254 F_Flow: 25.942 F_Warp: 1.187 W: 2.539 D_real: 0.324 D_fake: 0.878 
saving the latest model (epoch 23, total_steps 228000)
(epoch: 23, iters: 9180, time: 0.070) G_GAN: 2.175 G_GAN_Feat: 10.396 G_VGG: 5.555 F_Flow: 26.158 F_Warp: 1.243 W: 2.720 D_real: 1.110 D_fake: 0.289 
(epoch: 23, iters: 9480, time: 0.069) G_GAN: 0.727 G_GAN_Feat: 9.939 G_VGG: 5.689 F_Flow: 26.173 F_Warp: 1.305 W: 2.802 D_real: 0.178 D_fake: 1.093 
(epoch: 23, iters: 9780, time: 0.070) G_GAN: 2.564 G_GAN_Feat: 10.091 G_VGG: 5.436 F_Flow: 26.739 F_Warp: 1.108 W: 2.533 D_real: 1.491 D_fake: 0.185 
End of epoch 23 / 100 	 Time Taken: 792 sec
(epoch: 24, iters: 120, time: 0.123) G_GAN: 0.884 G_GAN_Feat: 9.724 G_VGG: 5.582 F_Flow: 26.721 F_Warp: 1.293 W: 2.731 D_real: 0.350 D_fake: 1.032 
(epoch: 24, iters: 420, time: 0.084) G_GAN: 1.974 G_GAN_Feat: 9.237 G_VGG: 5.434 F_Flow: 25.944 F_Warp: 1.276 W: 2.581 D_real: 1.477 D_fake: 0.267 
(epoch: 24, iters: 720, time: 0.080) G_GAN: 0.770 G_GAN_Feat: 9.493 G_VGG: 5.191 F_Flow: 26.368 F_Warp: 1.095 W: 2.393 D_real: 0.191 D_fake: 1.506 
(epoch: 24, iters: 1020, time: 0.081) G_GAN: 2.505 G_GAN_Feat: 9.806 G_VGG: 5.414 F_Flow: 26.789 F_Warp: 1.145 W: 2.566 D_real: 1.667 D_fake: 0.117 
(epoch: 24, iters: 1320, time: 0.081) G_GAN: 0.791 G_GAN_Feat: 10.483 G_VGG: 5.832 F_Flow: 28.275 F_Warp: 1.303 W: 2.705 D_real: 0.162 D_fake: 1.377 
(epoch: 24, iters: 1620, time: 0.078) G_GAN: 1.968 G_GAN_Feat: 10.148 G_VGG: 5.394 F_Flow: 24.489 F_Warp: 1.146 W: 2.580 D_real: 0.903 D_fake: 0.499 
(epoch: 24, iters: 1920, time: 0.077) G_GAN: 1.791 G_GAN_Feat: 9.707 G_VGG: 5.559 F_Flow: 26.485 F_Warp: 1.210 W: 2.622 D_real: 1.072 D_fake: 0.474 
saving the latest model (epoch 24, total_steps 231000)
(epoch: 24, iters: 2220, time: 0.077) G_GAN: 0.822 G_GAN_Feat: 9.656 G_VGG: 5.543 F_Flow: 25.749 F_Warp: 1.220 W: 2.578 D_real: 0.133 D_fake: 1.311 
(epoch: 24, iters: 2520, time: 0.077) G_GAN: 2.188 G_GAN_Feat: 11.541 G_VGG: 5.492 F_Flow: 29.291 F_Warp: 1.170 W: 2.619 D_real: 0.790 D_fake: 0.266 
(epoch: 24, iters: 2820, time: 0.072) G_GAN: 1.009 G_GAN_Feat: 9.478 G_VGG: 5.379 F_Flow: 25.643 F_Warp: 1.107 W: 2.575 D_real: 0.425 D_fake: 1.005 
(epoch: 24, iters: 3120, time: 0.072) G_GAN: 2.331 G_GAN_Feat: 10.468 G_VGG: 5.643 F_Flow: 30.074 F_Warp: 1.262 W: 2.625 D_real: 1.731 D_fake: 0.161 
(epoch: 24, iters: 3420, time: 0.072) G_GAN: 0.673 G_GAN_Feat: 9.661 G_VGG: 5.210 F_Flow: 28.871 F_Warp: 1.127 W: 2.550 D_real: 0.205 D_fake: 1.592 
(epoch: 24, iters: 3720, time: 0.074) G_GAN: 2.091 G_GAN_Feat: 10.131 G_VGG: 5.671 F_Flow: 27.873 F_Warp: 1.289 W: 2.633 D_real: 1.287 D_fake: 0.282 
(epoch: 24, iters: 4020, time: 0.070) G_GAN: 1.259 G_GAN_Feat: 9.832 G_VGG: 5.292 F_Flow: 26.888 F_Warp: 1.233 W: 2.571 D_real: 0.431 D_fake: 0.809 
(epoch: 24, iters: 4320, time: 0.070) G_GAN: 1.737 G_GAN_Feat: 11.153 G_VGG: 5.807 F_Flow: 28.875 F_Warp: 1.449 W: 2.965 D_real: 0.424 D_fake: 0.953 
(epoch: 24, iters: 4620, time: 0.069) G_GAN: 1.706 G_GAN_Feat: 10.064 G_VGG: 5.622 F_Flow: 28.816 F_Warp: 1.237 W: 2.651 D_real: 0.968 D_fake: 0.824 
(epoch: 24, iters: 4920, time: 0.070) G_GAN: 2.868 G_GAN_Feat: 8.975 G_VGG: 5.228 F_Flow: 25.081 F_Warp: 1.133 W: 2.628 D_real: 2.243 D_fake: 0.065 
saving the latest model (epoch 24, total_steps 234000)
(epoch: 24, iters: 5220, time: 0.070) G_GAN: 0.469 G_GAN_Feat: 10.043 G_VGG: 5.735 F_Flow: 29.588 F_Warp: 1.276 W: 2.823 D_real: 0.088 D_fake: 1.520 
(epoch: 24, iters: 5520, time: 0.070) G_GAN: 2.255 G_GAN_Feat: 8.139 G_VGG: 5.440 F_Flow: 27.177 F_Warp: 1.239 W: 2.657 D_real: 1.821 D_fake: 0.184 
(epoch: 24, iters: 5820, time: 0.070) G_GAN: 1.580 G_GAN_Feat: 10.143 G_VGG: 5.231 F_Flow: 27.287 F_Warp: 1.145 W: 2.504 D_real: 0.649 D_fake: 1.201 
(epoch: 24, iters: 6120, time: 0.070) G_GAN: 2.166 G_GAN_Feat: 8.986 G_VGG: 5.618 F_Flow: 24.969 F_Warp: 1.284 W: 2.544 D_real: 1.509 D_fake: 0.220 
(epoch: 24, iters: 6420, time: 0.071) G_GAN: 0.616 G_GAN_Feat: 9.649 G_VGG: 5.552 F_Flow: 30.030 F_Warp: 1.284 W: 2.675 D_real: 0.184 D_fake: 1.523 
(epoch: 24, iters: 6720, time: 0.071) G_GAN: 1.979 G_GAN_Feat: 9.545 G_VGG: 5.538 F_Flow: 27.103 F_Warp: 1.184 W: 2.630 D_real: 1.161 D_fake: 0.332 
(epoch: 24, iters: 7020, time: 0.070) G_GAN: 1.896 G_GAN_Feat: 11.034 G_VGG: 5.768 F_Flow: 29.252 F_Warp: 1.346 W: 2.858 D_real: 0.530 D_fake: 0.763 
(epoch: 24, iters: 7320, time: 0.069) G_GAN: 0.591 G_GAN_Feat: 10.075 G_VGG: 5.248 F_Flow: 29.564 F_Warp: 1.118 W: 2.554 D_real: 0.066 D_fake: 0.974 
(epoch: 24, iters: 7620, time: 0.071) G_GAN: 2.784 G_GAN_Feat: 8.860 G_VGG: 5.106 F_Flow: 26.704 F_Warp: 1.033 W: 2.422 D_real: 2.295 D_fake: 0.023 
(epoch: 24, iters: 7920, time: 0.068) G_GAN: 1.423 G_GAN_Feat: 9.571 G_VGG: 5.347 F_Flow: 27.910 F_Warp: 1.276 W: 2.633 D_real: 0.780 D_fake: 0.754 
saving the latest model (epoch 24, total_steps 237000)
(epoch: 24, iters: 8220, time: 0.070) G_GAN: 1.224 G_GAN_Feat: 9.924 G_VGG: 5.258 F_Flow: 26.820 F_Warp: 1.115 W: 2.486 D_real: 0.361 D_fake: 1.051 
(epoch: 24, iters: 8520, time: 0.069) G_GAN: 2.511 G_GAN_Feat: 10.115 G_VGG: 5.409 F_Flow: 27.114 F_Warp: 1.214 W: 2.725 D_real: 1.767 D_fake: 0.104 
(epoch: 24, iters: 8820, time: 0.069) G_GAN: 0.674 G_GAN_Feat: 9.739 G_VGG: 5.463 F_Flow: 30.547 F_Warp: 1.212 W: 2.729 D_real: 0.187 D_fake: 1.611 
(epoch: 24, iters: 9120, time: 0.071) G_GAN: 1.682 G_GAN_Feat: 9.531 G_VGG: 5.441 F_Flow: 28.027 F_Warp: 1.223 W: 2.710 D_real: 0.778 D_fake: 0.453 
(epoch: 24, iters: 9420, time: 0.070) G_GAN: 2.571 G_GAN_Feat: 9.759 G_VGG: 5.522 F_Flow: 26.509 F_Warp: 1.267 W: 2.796 D_real: 1.966 D_fake: 0.024 
(epoch: 24, iters: 9720, time: 0.069) G_GAN: 0.904 G_GAN_Feat: 10.512 G_VGG: 5.412 F_Flow: 29.748 F_Warp: 1.272 W: 2.700 D_real: 0.145 D_fake: 1.411 
End of epoch 24 / 100 	 Time Taken: 792 sec
(epoch: 25, iters: 60, time: 0.120) G_GAN: 2.432 G_GAN_Feat: 10.399 G_VGG: 5.380 F_Flow: 26.391 F_Warp: 1.084 W: 2.499 D_real: 1.517 D_fake: 0.149 
(epoch: 25, iters: 360, time: 0.083) G_GAN: 1.622 G_GAN_Feat: 10.404 G_VGG: 5.460 F_Flow: 27.989 F_Warp: 1.185 W: 2.634 D_real: 0.430 D_fake: 0.612 
(epoch: 25, iters: 660, time: 0.082) G_GAN: 0.637 G_GAN_Feat: 9.670 G_VGG: 5.286 F_Flow: 24.997 F_Warp: 1.098 W: 2.516 D_real: 0.049 D_fake: 1.976 
(epoch: 25, iters: 960, time: 0.083) G_GAN: 2.395 G_GAN_Feat: 9.676 G_VGG: 5.519 F_Flow: 23.666 F_Warp: 1.197 W: 2.676 D_real: 1.531 D_fake: 0.146 
saving the latest model (epoch 25, total_steps 240000)
(epoch: 25, iters: 1260, time: 0.082) G_GAN: 1.105 G_GAN_Feat: 9.527 G_VGG: 5.384 F_Flow: 30.018 F_Warp: 1.152 W: 2.584 D_real: 0.500 D_fake: 0.956 
(epoch: 25, iters: 1560, time: 0.077) G_GAN: 1.899 G_GAN_Feat: 10.116 G_VGG: 5.531 F_Flow: 26.391 F_Warp: 1.309 W: 2.864 D_real: 1.124 D_fake: 0.361 
(epoch: 25, iters: 1860, time: 0.075) G_GAN: 0.527 G_GAN_Feat: 9.885 G_VGG: 5.243 F_Flow: 26.862 F_Warp: 1.177 W: 2.508 D_real: 0.094 D_fake: 1.668 
(epoch: 25, iters: 2160, time: 0.079) G_GAN: 2.487 G_GAN_Feat: 10.193 G_VGG: 5.568 F_Flow: 25.238 F_Warp: 1.166 W: 2.640 D_real: 1.556 D_fake: 0.139 
(epoch: 25, iters: 2460, time: 0.076) G_GAN: 1.326 G_GAN_Feat: 9.287 G_VGG: 5.493 F_Flow: 26.817 F_Warp: 1.182 W: 2.599 D_real: 0.508 D_fake: 0.956 
(epoch: 25, iters: 2760, time: 0.074) G_GAN: 1.767 G_GAN_Feat: 10.374 G_VGG: 5.607 F_Flow: 25.631 F_Warp: 1.232 W: 2.644 D_real: 0.806 D_fake: 0.512 
(epoch: 25, iters: 3060, time: 0.070) G_GAN: 1.470 G_GAN_Feat: 10.318 G_VGG: 5.542 F_Flow: 29.189 F_Warp: 1.168 W: 2.667 D_real: 0.348 D_fake: 1.226 
(epoch: 25, iters: 3360, time: 0.071) G_GAN: 2.058 G_GAN_Feat: 9.130 G_VGG: 5.488 F_Flow: 25.986 F_Warp: 1.117 W: 2.642 D_real: 1.469 D_fake: 0.207 
(epoch: 25, iters: 3660, time: 0.070) G_GAN: 0.664 G_GAN_Feat: 10.515 G_VGG: 5.544 F_Flow: 27.384 F_Warp: 1.280 W: 2.676 D_real: 0.104 D_fake: 1.678 
(epoch: 25, iters: 3960, time: 0.071) G_GAN: 2.690 G_GAN_Feat: 11.211 G_VGG: 5.521 F_Flow: 27.561 F_Warp: 1.322 W: 2.749 D_real: 1.443 D_fake: 0.096 
saving the latest model (epoch 25, total_steps 243000)
(epoch: 25, iters: 4260, time: 0.069) G_GAN: 0.845 G_GAN_Feat: 9.564 G_VGG: 5.439 F_Flow: 28.407 F_Warp: 1.225 W: 2.738 D_real: 0.247 D_fake: 1.480 
(epoch: 25, iters: 4560, time: 0.069) G_GAN: 0.677 G_GAN_Feat: 9.953 G_VGG: 5.246 F_Flow: 27.093 F_Warp: 1.170 W: 2.600 D_real: 0.101 D_fake: 0.931 
(epoch: 25, iters: 4860, time: 0.070) G_GAN: 2.341 G_GAN_Feat: 10.824 G_VGG: 5.313 F_Flow: 27.331 F_Warp: 1.150 W: 2.584 D_real: 1.065 D_fake: 0.255 
(epoch: 25, iters: 5160, time: 0.070) G_GAN: 0.873 G_GAN_Feat: 8.939 G_VGG: 5.301 F_Flow: 24.293 F_Warp: 1.165 W: 2.536 D_real: 0.386 D_fake: 1.404 
(epoch: 25, iters: 5460, time: 0.070) G_GAN: 2.236 G_GAN_Feat: 10.031 G_VGG: 5.368 F_Flow: 27.499 F_Warp: 1.158 W: 2.608 D_real: 1.152 D_fake: 0.336 
(epoch: 25, iters: 5760, time: 0.069) G_GAN: 0.898 G_GAN_Feat: 10.037 G_VGG: 5.435 F_Flow: 26.704 F_Warp: 1.268 W: 2.774 D_real: 0.178 D_fake: 1.496 
(epoch: 25, iters: 6060, time: 0.071) G_GAN: 2.225 G_GAN_Feat: 10.975 G_VGG: 5.436 F_Flow: 25.192 F_Warp: 1.124 W: 2.532 D_real: 0.741 D_fake: 0.698 
(epoch: 25, iters: 6360, time: 0.069) G_GAN: 1.737 G_GAN_Feat: 10.236 G_VGG: 5.381 F_Flow: 26.166 F_Warp: 1.111 W: 2.562 D_real: 0.884 D_fake: 1.057 
(epoch: 25, iters: 6660, time: 0.070) G_GAN: 1.129 G_GAN_Feat: 9.590 G_VGG: 5.849 F_Flow: 33.632 F_Warp: 1.270 W: 2.672 D_real: 0.491 D_fake: 1.032 
(epoch: 25, iters: 6960, time: 0.071) G_GAN: 2.839 G_GAN_Feat: 11.019 G_VGG: 6.070 F_Flow: 32.701 F_Warp: 1.507 W: 3.113 D_real: 1.986 D_fake: 0.021 
saving the latest model (epoch 25, total_steps 246000)
(epoch: 25, iters: 7260, time: 0.070) G_GAN: 1.130 G_GAN_Feat: 9.303 G_VGG: 5.731 F_Flow: 27.502 F_Warp: 1.406 W: 2.809 D_real: 0.555 D_fake: 1.088 
(epoch: 25, iters: 7560, time: 0.070) G_GAN: 2.437 G_GAN_Feat: 9.848 G_VGG: 5.386 F_Flow: 30.399 F_Warp: 1.150 W: 2.637 D_real: 1.597 D_fake: 0.172 
(epoch: 25, iters: 7860, time: 0.070) G_GAN: 0.999 G_GAN_Feat: 9.717 G_VGG: 5.502 F_Flow: 25.989 F_Warp: 1.211 W: 2.633 D_real: 0.329 D_fake: 1.039 
(epoch: 25, iters: 8160, time: 0.070) G_GAN: 0.529 G_GAN_Feat: 10.313 G_VGG: 5.790 F_Flow: 30.728 F_Warp: 1.383 W: 2.896 D_real: 0.043 D_fake: 2.014 
(epoch: 25, iters: 8460, time: 0.069) G_GAN: 2.224 G_GAN_Feat: 9.991 G_VGG: 5.482 F_Flow: 26.751 F_Warp: 1.304 W: 2.787 D_real: 1.238 D_fake: 0.378 
(epoch: 25, iters: 8760, time: 0.069) G_GAN: 1.970 G_GAN_Feat: 10.044 G_VGG: 5.447 F_Flow: 27.375 F_Warp: 1.192 W: 2.613 D_real: 0.957 D_fake: 0.507 
(epoch: 25, iters: 9060, time: 0.071) G_GAN: 0.653 G_GAN_Feat: 9.204 G_VGG: 5.469 F_Flow: 29.198 F_Warp: 1.147 W: 2.540 D_real: 0.076 D_fake: 1.664 
(epoch: 25, iters: 9360, time: 0.070) G_GAN: 2.356 G_GAN_Feat: 11.759 G_VGG: 5.635 F_Flow: 26.898 F_Warp: 1.298 W: 2.823 D_real: 1.014 D_fake: 0.286 
(epoch: 25, iters: 9660, time: 0.070) G_GAN: 1.350 G_GAN_Feat: 10.924 G_VGG: 5.645 F_Flow: 28.539 F_Warp: 1.263 W: 2.738 D_real: 0.232 D_fake: 1.268 
(epoch: 25, iters: 9960, time: 0.070) G_GAN: 2.837 G_GAN_Feat: 10.669 G_VGG: 5.679 F_Flow: 28.712 F_Warp: 1.256 W: 2.666 D_real: 1.797 D_fake: 0.077 
saving the latest model (epoch 25, total_steps 249000)
End of epoch 25 / 100 	 Time Taken: 800 sec
saving the model at the end of epoch 25, iters 249000
(epoch: 26, iters: 300, time: 0.090) G_GAN: 0.963 G_GAN_Feat: 9.580 G_VGG: 5.425 F_Flow: 31.145 F_Warp: 1.223 W: 2.662 D_real: 0.255 D_fake: 0.911 
(epoch: 26, iters: 600, time: 0.086) G_GAN: 2.554 G_GAN_Feat: 10.475 G_VGG: 5.501 F_Flow: 26.041 F_Warp: 1.182 W: 2.631 D_real: 1.545 D_fake: 0.083 
(epoch: 26, iters: 900, time: 0.082) G_GAN: 0.891 G_GAN_Feat: 10.098 G_VGG: 5.275 F_Flow: 29.415 F_Warp: 1.145 W: 2.611 D_real: 0.164 D_fake: 1.714 
(epoch: 26, iters: 1200, time: 0.081) G_GAN: 1.535 G_GAN_Feat: 9.338 G_VGG: 5.681 F_Flow: 28.191 F_Warp: 1.268 W: 2.772 D_real: 0.832 D_fake: 0.618 
(epoch: 26, iters: 1500, time: 0.076) G_GAN: 1.304 G_GAN_Feat: 10.039 G_VGG: 5.740 F_Flow: 30.236 F_Warp: 1.336 W: 2.881 D_real: 0.495 D_fake: 0.765 
(epoch: 26, iters: 1800, time: 0.076) G_GAN: 1.195 G_GAN_Feat: 9.954 G_VGG: 5.426 F_Flow: 29.367 F_Warp: 1.205 W: 2.778 D_real: 0.509 D_fake: 0.975 
(epoch: 26, iters: 2100, time: 0.077) G_GAN: 0.769 G_GAN_Feat: 9.710 G_VGG: 5.260 F_Flow: 25.984 F_Warp: 1.113 W: 2.626 D_real: 0.263 D_fake: 1.105 
(epoch: 26, iters: 2400, time: 0.077) G_GAN: 2.727 G_GAN_Feat: 9.968 G_VGG: 5.356 F_Flow: 29.407 F_Warp: 1.256 W: 2.800 D_real: 1.752 D_fake: 0.040 
(epoch: 26, iters: 2700, time: 0.075) G_GAN: 1.164 G_GAN_Feat: 9.452 G_VGG: 5.106 F_Flow: 27.379 F_Warp: 1.010 W: 2.396 D_real: 0.350 D_fake: 1.103 
(epoch: 26, iters: 3000, time: 0.070) G_GAN: 2.445 G_GAN_Feat: 10.083 G_VGG: 5.594 F_Flow: 26.212 F_Warp: 1.303 W: 2.683 D_real: 1.569 D_fake: 0.158 
saving the latest model (epoch 26, total_steps 252000)
(epoch: 26, iters: 3300, time: 0.072) G_GAN: 0.813 G_GAN_Feat: 10.228 G_VGG: 5.722 F_Flow: 28.053 F_Warp: 1.275 W: 2.665 D_real: 0.205 D_fake: 1.038 
(epoch: 26, iters: 3600, time: 0.070) G_GAN: 1.704 G_GAN_Feat: 10.975 G_VGG: 5.553 F_Flow: 29.064 F_Warp: 1.249 W: 2.715 D_real: 0.363 D_fake: 1.103 
(epoch: 26, iters: 3900, time: 0.070) G_GAN: 2.924 G_GAN_Feat: 10.429 G_VGG: 5.519 F_Flow: 28.433 F_Warp: 1.186 W: 2.636 D_real: 1.954 D_fake: 0.077 
(epoch: 26, iters: 4200, time: 0.069) G_GAN: 1.184 G_GAN_Feat: 9.274 G_VGG: 5.135 F_Flow: 24.125 F_Warp: 1.012 W: 2.460 D_real: 0.409 D_fake: 0.919 
(epoch: 26, iters: 4500, time: 0.068) G_GAN: 1.443 G_GAN_Feat: 9.832 G_VGG: 5.299 F_Flow: 25.930 F_Warp: 1.127 W: 2.486 D_real: 0.568 D_fake: 0.531 
(epoch: 26, iters: 4800, time: 0.067) G_GAN: 1.106 G_GAN_Feat: 11.033 G_VGG: 5.308 F_Flow: 25.042 F_Warp: 1.147 W: 2.556 D_real: 0.090 D_fake: 1.629 
(epoch: 26, iters: 5100, time: 0.070) G_GAN: 2.351 G_GAN_Feat: 10.324 G_VGG: 5.489 F_Flow: 26.231 F_Warp: 1.182 W: 2.545 D_real: 1.292 D_fake: 0.232 
(epoch: 26, iters: 5400, time: 0.069) G_GAN: 0.515 G_GAN_Feat: 9.830 G_VGG: 5.399 F_Flow: 26.484 F_Warp: 1.254 W: 2.689 D_real: 0.061 D_fake: 1.472 
(epoch: 26, iters: 5700, time: 0.070) G_GAN: 2.072 G_GAN_Feat: 9.257 G_VGG: 5.428 F_Flow: 26.153 F_Warp: 1.132 W: 2.564 D_real: 1.383 D_fake: 0.140 
(epoch: 26, iters: 6000, time: 0.069) G_GAN: 1.227 G_GAN_Feat: 10.000 G_VGG: 5.630 F_Flow: 26.343 F_Warp: 1.287 W: 2.828 D_real: 0.297 D_fake: 1.085 
saving the latest model (epoch 26, total_steps 255000)
(epoch: 26, iters: 6300, time: 0.065) G_GAN: 2.060 G_GAN_Feat: 10.719 G_VGG: 5.620 F_Flow: 27.371 F_Warp: 1.304 W: 2.861 D_real: 0.832 D_fake: 0.558 
(epoch: 26, iters: 6600, time: 0.066) G_GAN: 0.886 G_GAN_Feat: 10.494 G_VGG: 5.692 F_Flow: 29.361 F_Warp: 1.195 W: 2.637 D_real: 0.081 D_fake: 1.807 
(epoch: 26, iters: 6900, time: 0.065) G_GAN: 2.618 G_GAN_Feat: 10.372 G_VGG: 5.418 F_Flow: 27.022 F_Warp: 1.164 W: 2.636 D_real: 1.620 D_fake: 0.108 
(epoch: 26, iters: 7200, time: 0.067) G_GAN: 1.154 G_GAN_Feat: 9.424 G_VGG: 5.372 F_Flow: 29.490 F_Warp: 1.185 W: 2.587 D_real: 0.444 D_fake: 1.028 
(epoch: 26, iters: 7500, time: 0.066) G_GAN: 1.985 G_GAN_Feat: 10.811 G_VGG: 5.364 F_Flow: 28.171 F_Warp: 1.137 W: 2.598 D_real: 0.747 D_fake: 0.670 
(epoch: 26, iters: 7800, time: 0.066) G_GAN: 2.627 G_GAN_Feat: 9.172 G_VGG: 5.563 F_Flow: 25.466 F_Warp: 1.195 W: 2.471 D_real: 1.912 D_fake: 0.119 
(epoch: 26, iters: 8100, time: 0.065) G_GAN: 0.775 G_GAN_Feat: 9.214 G_VGG: 5.136 F_Flow: 24.272 F_Warp: 1.078 W: 2.524 D_real: 0.182 D_fake: 1.814 
(epoch: 26, iters: 8400, time: 0.066) G_GAN: 1.799 G_GAN_Feat: 9.942 G_VGG: 5.504 F_Flow: 26.073 F_Warp: 1.247 W: 2.672 D_real: 0.827 D_fake: 0.682 
(epoch: 26, iters: 8700, time: 0.068) G_GAN: 1.078 G_GAN_Feat: 10.592 G_VGG: 5.775 F_Flow: 29.503 F_Warp: 1.271 W: 2.803 D_real: 0.114 D_fake: 1.431 
(epoch: 26, iters: 9000, time: 0.066) G_GAN: 2.161 G_GAN_Feat: 9.350 G_VGG: 5.583 F_Flow: 27.804 F_Warp: 1.223 W: 2.694 D_real: 1.757 D_fake: 0.098 
saving the latest model (epoch 26, total_steps 258000)
(epoch: 26, iters: 9300, time: 0.066) G_GAN: 0.846 G_GAN_Feat: 9.109 G_VGG: 5.506 F_Flow: 26.351 F_Warp: 1.217 W: 2.703 D_real: 0.446 D_fake: 1.283 
(epoch: 26, iters: 9600, time: 0.066) G_GAN: 2.468 G_GAN_Feat: 10.008 G_VGG: 5.395 F_Flow: 27.797 F_Warp: 1.168 W: 2.543 D_real: 1.388 D_fake: 0.138 
(epoch: 26, iters: 9900, time: 0.067) G_GAN: 1.095 G_GAN_Feat: 10.171 G_VGG: 5.622 F_Flow: 32.886 F_Warp: 1.391 W: 2.924 D_real: 0.236 D_fake: 1.394 
End of epoch 26 / 100 	 Time Taken: 782 sec
(epoch: 27, iters: 240, time: 0.125) G_GAN: 2.339 G_GAN_Feat: 9.482 G_VGG: 5.310 F_Flow: 24.336 F_Warp: 1.106 W: 2.507 D_real: 1.480 D_fake: 0.142 
(epoch: 27, iters: 540, time: 0.077) G_GAN: 0.948 G_GAN_Feat: 9.803 G_VGG: 5.238 F_Flow: 24.990 F_Warp: 1.096 W: 2.481 D_real: 0.145 D_fake: 1.024 
(epoch: 27, iters: 840, time: 0.078) G_GAN: 2.201 G_GAN_Feat: 10.497 G_VGG: 5.402 F_Flow: 27.776 F_Warp: 1.197 W: 2.623 D_real: 1.199 D_fake: 0.288 
(epoch: 27, iters: 1140, time: 0.079) G_GAN: 0.787 G_GAN_Feat: 10.178 G_VGG: 5.247 F_Flow: 27.056 F_Warp: 1.147 W: 2.665 D_real: 0.081 D_fake: 1.653 
(epoch: 27, iters: 1440, time: 0.073) G_GAN: 2.014 G_GAN_Feat: 9.751 G_VGG: 5.195 F_Flow: 26.066 F_Warp: 1.172 W: 2.570 D_real: 1.018 D_fake: 0.125 
(epoch: 27, iters: 1740, time: 0.074) G_GAN: 0.803 G_GAN_Feat: 9.519 G_VGG: 5.347 F_Flow: 25.385 F_Warp: 1.221 W: 2.637 D_real: 0.282 D_fake: 1.243 
(epoch: 27, iters: 2040, time: 0.075) G_GAN: 2.656 G_GAN_Feat: 10.205 G_VGG: 5.597 F_Flow: 26.204 F_Warp: 1.190 W: 2.718 D_real: 1.552 D_fake: 0.154 
saving the latest model (epoch 27, total_steps 261000)
(epoch: 27, iters: 2340, time: 0.073) G_GAN: 1.214 G_GAN_Feat: 9.385 G_VGG: 5.229 F_Flow: 25.531 F_Warp: 1.100 W: 2.514 D_real: 0.280 D_fake: 1.082 
(epoch: 27, iters: 2640, time: 0.072) G_GAN: 2.095 G_GAN_Feat: 10.093 G_VGG: 5.107 F_Flow: 26.750 F_Warp: 1.077 W: 2.408 D_real: 1.073 D_fake: 0.641 
(epoch: 27, iters: 2940, time: 0.068) G_GAN: 1.992 G_GAN_Feat: 10.988 G_VGG: 5.384 F_Flow: 26.269 F_Warp: 1.096 W: 2.532 D_real: 0.632 D_fake: 0.750 
(epoch: 27, iters: 3240, time: 0.068) G_GAN: 2.808 G_GAN_Feat: 9.345 G_VGG: 5.697 F_Flow: 27.827 F_Warp: 1.315 W: 2.764 D_real: 2.180 D_fake: 0.025 
(epoch: 27, iters: 3540, time: 0.067) G_GAN: 0.667 G_GAN_Feat: 9.995 G_VGG: 5.479 F_Flow: 28.129 F_Warp: 1.178 W: 2.563 D_real: 0.040 D_fake: 1.518 
(epoch: 27, iters: 3840, time: 0.066) G_GAN: 2.200 G_GAN_Feat: 9.444 G_VGG: 5.480 F_Flow: 29.289 F_Warp: 1.261 W: 2.790 D_real: 1.310 D_fake: 0.236 
(epoch: 27, iters: 4140, time: 0.066) G_GAN: 1.403 G_GAN_Feat: 10.804 G_VGG: 5.367 F_Flow: 32.737 F_Warp: 1.216 W: 2.699 D_real: 0.091 D_fake: 1.480 
(epoch: 27, iters: 4440, time: 0.066) G_GAN: 2.610 G_GAN_Feat: 9.426 G_VGG: 5.324 F_Flow: 27.785 F_Warp: 1.066 W: 2.527 D_real: 2.004 D_fake: 0.051 
(epoch: 27, iters: 4740, time: 0.067) G_GAN: 0.497 G_GAN_Feat: 10.035 G_VGG: 5.492 F_Flow: 25.541 F_Warp: 1.207 W: 2.639 D_real: 0.048 D_fake: 1.528 
(epoch: 27, iters: 5040, time: 0.066) G_GAN: 2.280 G_GAN_Feat: 9.491 G_VGG: 5.422 F_Flow: 27.929 F_Warp: 1.199 W: 2.583 D_real: 1.573 D_fake: 0.164 
saving the latest model (epoch 27, total_steps 264000)
(epoch: 27, iters: 5340, time: 0.067) G_GAN: 0.990 G_GAN_Feat: 10.358 G_VGG: 5.583 F_Flow: 27.800 F_Warp: 1.284 W: 2.632 D_real: 0.173 D_fake: 0.885 
(epoch: 27, iters: 5640, time: 0.066) G_GAN: 1.934 G_GAN_Feat: 10.297 G_VGG: 5.777 F_Flow: 30.310 F_Warp: 1.424 W: 2.805 D_real: 0.866 D_fake: 0.544 
(epoch: 27, iters: 5940, time: 0.066) G_GAN: 1.307 G_GAN_Feat: 10.471 G_VGG: 5.670 F_Flow: 27.631 F_Warp: 1.226 W: 2.645 D_real: 0.341 D_fake: 0.881 
(epoch: 27, iters: 6240, time: 0.066) G_GAN: 1.496 G_GAN_Feat: 9.506 G_VGG: 5.818 F_Flow: 30.229 F_Warp: 1.390 W: 2.811 D_real: 0.786 D_fake: 0.474 
(epoch: 27, iters: 6540, time: 0.066) G_GAN: 0.348 G_GAN_Feat: 9.493 G_VGG: 5.378 F_Flow: 25.354 F_Warp: 1.164 W: 2.687 D_real: 0.088 D_fake: 2.021 
(epoch: 27, iters: 6840, time: 0.065) G_GAN: 2.786 G_GAN_Feat: 9.994 G_VGG: 5.389 F_Flow: 26.564 F_Warp: 1.284 W: 2.710 D_real: 1.760 D_fake: 0.081 
(epoch: 27, iters: 7140, time: 0.065) G_GAN: 1.358 G_GAN_Feat: 10.180 G_VGG: 5.460 F_Flow: 24.009 F_Warp: 1.150 W: 2.679 D_real: 0.402 D_fake: 1.038 
(epoch: 27, iters: 7440, time: 0.067) G_GAN: 1.465 G_GAN_Feat: 9.707 G_VGG: 5.283 F_Flow: 26.729 F_Warp: 1.149 W: 2.553 D_real: 0.439 D_fake: 0.779 
(epoch: 27, iters: 7740, time: 0.067) G_GAN: 2.827 G_GAN_Feat: 9.879 G_VGG: 5.366 F_Flow: 28.658 F_Warp: 1.130 W: 2.635 D_real: 1.985 D_fake: 0.053 
(epoch: 27, iters: 8040, time: 0.067) G_GAN: 1.809 G_GAN_Feat: 10.604 G_VGG: 5.804 F_Flow: 27.595 F_Warp: 1.349 W: 2.827 D_real: 0.804 D_fake: 0.858 
saving the latest model (epoch 27, total_steps 267000)
(epoch: 27, iters: 8340, time: 0.066) G_GAN: 1.882 G_GAN_Feat: 11.147 G_VGG: 5.337 F_Flow: 23.222 F_Warp: 1.228 W: 2.842 D_real: 0.972 D_fake: 0.573 
(epoch: 27, iters: 8640, time: 0.066) G_GAN: 2.045 G_GAN_Feat: 10.903 G_VGG: 5.409 F_Flow: 25.006 F_Warp: 1.091 W: 2.526 D_real: 0.562 D_fake: 0.798 
(epoch: 27, iters: 8940, time: 0.064) G_GAN: 3.058 G_GAN_Feat: 9.346 G_VGG: 5.568 F_Flow: 30.165 F_Warp: 1.271 W: 2.752 D_real: 2.568 D_fake: 0.005 
(epoch: 27, iters: 9240, time: 0.064) G_GAN: 0.872 G_GAN_Feat: 9.670 G_VGG: 5.244 F_Flow: 24.447 F_Warp: 1.154 W: 2.528 D_real: 0.372 D_fake: 1.274 
(epoch: 27, iters: 9540, time: 0.066) G_GAN: 1.897 G_GAN_Feat: 10.548 G_VGG: 5.914 F_Flow: 28.538 F_Warp: 1.311 W: 2.779 D_real: 0.713 D_fake: 0.650 
(epoch: 27, iters: 9840, time: 0.065) G_GAN: 0.393 G_GAN_Feat: 9.945 G_VGG: 5.533 F_Flow: 27.099 F_Warp: 1.269 W: 2.704 D_real: 0.097 D_fake: 1.981 
End of epoch 27 / 100 	 Time Taken: 766 sec
(epoch: 28, iters: 180, time: 0.123) G_GAN: 2.486 G_GAN_Feat: 10.227 G_VGG: 5.424 F_Flow: 27.781 F_Warp: 1.207 W: 2.656 D_real: 1.067 D_fake: 0.279 
(epoch: 28, iters: 480, time: 0.079) G_GAN: 0.508 G_GAN_Feat: 9.742 G_VGG: 5.315 F_Flow: 26.545 F_Warp: 1.212 W: 2.639 D_real: 0.036 D_fake: 1.327 
(epoch: 28, iters: 780, time: 0.078) G_GAN: 2.768 G_GAN_Feat: 10.673 G_VGG: 5.247 F_Flow: 26.007 F_Warp: 1.115 W: 2.486 D_real: 1.566 D_fake: 0.069 
(epoch: 28, iters: 1080, time: 0.079) G_GAN: 0.739 G_GAN_Feat: 10.036 G_VGG: 5.923 F_Flow: 31.390 F_Warp: 1.497 W: 3.016 D_real: 0.041 D_fake: 1.372 
saving the latest model (epoch 28, total_steps 270000)
(epoch: 28, iters: 1380, time: 0.077) G_GAN: 2.423 G_GAN_Feat: 8.943 G_VGG: 5.650 F_Flow: 27.717 F_Warp: 1.215 W: 2.577 D_real: 1.751 D_fake: 0.220 
(epoch: 28, iters: 1680, time: 0.074) G_GAN: 0.861 G_GAN_Feat: 9.798 G_VGG: 5.777 F_Flow: 31.344 F_Warp: 1.312 W: 2.820 D_real: 0.113 D_fake: 1.075 
(epoch: 28, iters: 1980, time: 0.073) G_GAN: 2.448 G_GAN_Feat: 9.618 G_VGG: 5.361 F_Flow: 26.846 F_Warp: 1.203 W: 2.647 D_real: 1.772 D_fake: 0.094 
(epoch: 28, iters: 2280, time: 0.072) G_GAN: 0.688 G_GAN_Feat: 9.975 G_VGG: 5.476 F_Flow: 26.518 F_Warp: 1.187 W: 2.688 D_real: 0.069 D_fake: 1.877 
(epoch: 28, iters: 2580, time: 0.073) G_GAN: 2.249 G_GAN_Feat: 10.418 G_VGG: 5.356 F_Flow: 25.220 F_Warp: 1.207 W: 2.649 D_real: 0.929 D_fake: 0.633 
(epoch: 28, iters: 2880, time: 0.068) G_GAN: 1.834 G_GAN_Feat: 9.567 G_VGG: 5.476 F_Flow: 27.182 F_Warp: 1.154 W: 2.581 D_real: 1.170 D_fake: 0.439 
(epoch: 28, iters: 3180, time: 0.066) G_GAN: 0.376 G_GAN_Feat: 10.227 G_VGG: 5.402 F_Flow: 26.042 F_Warp: 1.301 W: 2.688 D_real: 0.019 D_fake: 1.867 
(epoch: 28, iters: 3480, time: 0.067) G_GAN: 1.973 G_GAN_Feat: 10.481 G_VGG: 5.523 F_Flow: 26.048 F_Warp: 1.143 W: 2.494 D_real: 0.727 D_fake: 0.609 
(epoch: 28, iters: 3780, time: 0.069) G_GAN: 1.759 G_GAN_Feat: 10.620 G_VGG: 5.569 F_Flow: 29.445 F_Warp: 1.235 W: 2.656 D_real: 0.320 D_fake: 1.171 
(epoch: 28, iters: 4080, time: 0.067) G_GAN: 1.963 G_GAN_Feat: 8.963 G_VGG: 5.376 F_Flow: 27.322 F_Warp: 1.233 W: 2.648 D_real: 1.456 D_fake: 0.251 
saving the latest model (epoch 28, total_steps 273000)
(epoch: 28, iters: 4380, time: 0.066) G_GAN: 1.766 G_GAN_Feat: 9.782 G_VGG: 5.512 F_Flow: 23.577 F_Warp: 1.159 W: 2.581 D_real: 0.628 D_fake: 0.673 
(epoch: 28, iters: 4680, time: 0.067) G_GAN: 2.912 G_GAN_Feat: 10.790 G_VGG: 5.659 F_Flow: 26.957 F_Warp: 1.403 W: 3.012 D_real: 2.111 D_fake: 0.029 
(epoch: 28, iters: 4980, time: 0.066) G_GAN: 0.508 G_GAN_Feat: 10.049 G_VGG: 5.435 F_Flow: 25.335 F_Warp: 1.201 W: 2.690 D_real: 0.050 D_fake: 1.791 
(epoch: 28, iters: 5280, time: 0.066) G_GAN: 1.468 G_GAN_Feat: 10.046 G_VGG: 5.500 F_Flow: 24.960 F_Warp: 1.190 W: 2.573 D_real: 0.453 D_fake: 0.924 
(epoch: 28, iters: 5580, time: 0.067) G_GAN: 2.554 G_GAN_Feat: 10.633 G_VGG: 5.458 F_Flow: 27.219 F_Warp: 1.172 W: 2.610 D_real: 1.620 D_fake: 0.158 
(epoch: 28, iters: 5880, time: 0.066) G_GAN: 0.409 G_GAN_Feat: 10.198 G_VGG: 5.669 F_Flow: 28.191 F_Warp: 1.219 W: 2.666 D_real: 0.046 D_fake: 2.167 
(epoch: 28, iters: 6180, time: 0.068) G_GAN: 1.827 G_GAN_Feat: 9.602 G_VGG: 5.406 F_Flow: 25.848 F_Warp: 1.273 W: 2.736 D_real: 0.873 D_fake: 0.451 
(epoch: 28, iters: 6480, time: 0.065) G_GAN: 0.757 G_GAN_Feat: 10.080 G_VGG: 5.143 F_Flow: 25.961 F_Warp: 1.116 W: 2.546 D_real: 0.065 D_fake: 1.123 
(epoch: 28, iters: 6780, time: 0.066) G_GAN: 2.307 G_GAN_Feat: 10.211 G_VGG: 5.168 F_Flow: 25.265 F_Warp: 1.100 W: 2.423 D_real: 1.163 D_fake: 0.309 
(epoch: 28, iters: 7080, time: 0.065) G_GAN: 0.611 G_GAN_Feat: 9.588 G_VGG: 5.310 F_Flow: 26.092 F_Warp: 1.104 W: 2.411 D_real: 0.086 D_fake: 1.265 
saving the latest model (epoch 28, total_steps 276000)
(epoch: 28, iters: 7380, time: 0.066) G_GAN: 1.760 G_GAN_Feat: 8.911 G_VGG: 5.383 F_Flow: 25.916 F_Warp: 1.098 W: 2.442 D_real: 1.104 D_fake: 0.460 
(epoch: 28, iters: 7680, time: 0.068) G_GAN: 0.977 G_GAN_Feat: 9.202 G_VGG: 5.579 F_Flow: 29.538 F_Warp: 1.218 W: 2.631 D_real: 0.489 D_fake: 1.057 
(epoch: 28, iters: 7980, time: 0.068) G_GAN: 2.704 G_GAN_Feat: 8.952 G_VGG: 5.331 F_Flow: 29.616 F_Warp: 1.225 W: 2.524 D_real: 2.103 D_fake: 0.044 
(epoch: 28, iters: 8280, time: 0.066) G_GAN: 0.850 G_GAN_Feat: 10.211 G_VGG: 5.578 F_Flow: 28.726 F_Warp: 1.388 W: 2.769 D_real: 0.151 D_fake: 1.419 
(epoch: 28, iters: 8580, time: 0.065) G_GAN: 2.447 G_GAN_Feat: 9.371 G_VGG: 5.508 F_Flow: 27.675 F_Warp: 1.301 W: 2.795 D_real: 1.798 D_fake: 0.170 
(epoch: 28, iters: 8880, time: 0.067) G_GAN: 1.988 G_GAN_Feat: 10.979 G_VGG: 5.778 F_Flow: 32.612 F_Warp: 1.313 W: 2.828 D_real: 0.477 D_fake: 0.893 
(epoch: 28, iters: 9180, time: 0.067) G_GAN: 2.727 G_GAN_Feat: 10.752 G_VGG: 5.476 F_Flow: 25.913 F_Warp: 1.183 W: 2.620 D_real: 1.659 D_fake: 0.088 
(epoch: 28, iters: 9480, time: 0.067) G_GAN: 0.802 G_GAN_Feat: 9.793 G_VGG: 5.436 F_Flow: 26.526 F_Warp: 1.288 W: 2.712 D_real: 0.203 D_fake: 1.385 
(epoch: 28, iters: 9780, time: 0.065) G_GAN: 2.417 G_GAN_Feat: 9.724 G_VGG: 5.564 F_Flow: 29.940 F_Warp: 1.247 W: 2.566 D_real: 1.696 D_fake: 0.126 
End of epoch 28 / 100 	 Time Taken: 774 sec
(epoch: 29, iters: 120, time: 0.119) G_GAN: 1.061 G_GAN_Feat: 10.556 G_VGG: 5.509 F_Flow: 26.779 F_Warp: 1.215 W: 2.644 D_real: 0.162 D_fake: 1.216 
saving the latest model (epoch 29, total_steps 279000)
(epoch: 29, iters: 420, time: 0.080) G_GAN: 2.378 G_GAN_Feat: 10.204 G_VGG: 5.663 F_Flow: 27.488 F_Warp: 1.406 W: 2.744 D_real: 1.431 D_fake: 0.178 
(epoch: 29, iters: 720, time: 0.078) G_GAN: 1.035 G_GAN_Feat: 11.234 G_VGG: 5.748 F_Flow: 25.953 F_Warp: 1.336 W: 2.794 D_real: 0.053 D_fake: 1.689 
(epoch: 29, iters: 1020, time: 0.077) G_GAN: 2.141 G_GAN_Feat: 10.662 G_VGG: 5.287 F_Flow: 29.806 F_Warp: 1.162 W: 2.588 D_real: 0.805 D_fake: 0.422 
(epoch: 29, iters: 1320, time: 0.078) G_GAN: 0.753 G_GAN_Feat: 9.222 G_VGG: 5.243 F_Flow: 25.422 F_Warp: 1.097 W: 2.598 D_real: 0.236 D_fake: 1.334 
(epoch: 29, iters: 1620, time: 0.074) G_GAN: 1.641 G_GAN_Feat: 10.834 G_VGG: 5.415 F_Flow: 26.703 F_Warp: 1.308 W: 2.807 D_real: 0.679 D_fake: 0.684 
(epoch: 29, iters: 1920, time: 0.072) G_GAN: 2.033 G_GAN_Feat: 9.345 G_VGG: 5.479 F_Flow: 28.434 F_Warp: 1.241 W: 2.591 D_real: 1.279 D_fake: 0.083 
(epoch: 29, iters: 2220, time: 0.074) G_GAN: 1.097 G_GAN_Feat: 9.377 G_VGG: 5.079 F_Flow: 26.669 F_Warp: 1.061 W: 2.502 D_real: 0.540 D_fake: 1.178 
(epoch: 29, iters: 2520, time: 0.074) G_GAN: 2.011 G_GAN_Feat: 9.585 G_VGG: 5.167 F_Flow: 25.134 F_Warp: 1.083 W: 2.440 D_real: 0.953 D_fake: 0.621 
(epoch: 29, iters: 2820, time: 0.068) G_GAN: 2.676 G_GAN_Feat: 9.984 G_VGG: 5.396 F_Flow: 26.210 F_Warp: 1.138 W: 2.566 D_real: 1.716 D_fake: 0.174 
(epoch: 29, iters: 3120, time: 0.067) G_GAN: 0.915 G_GAN_Feat: 10.597 G_VGG: 5.617 F_Flow: 26.739 F_Warp: 1.379 W: 2.958 D_real: 0.048 D_fake: 1.160 
saving the latest model (epoch 29, total_steps 282000)
(epoch: 29, iters: 3420, time: 0.068) G_GAN: 2.858 G_GAN_Feat: 9.536 G_VGG: 5.309 F_Flow: 25.922 F_Warp: 1.115 W: 2.522 D_real: 2.213 D_fake: 0.036 
(epoch: 29, iters: 3720, time: 0.067) G_GAN: 1.236 G_GAN_Feat: 10.443 G_VGG: 5.663 F_Flow: 26.599 F_Warp: 1.395 W: 2.872 D_real: 0.158 D_fake: 1.360 
(epoch: 29, iters: 4020, time: 0.066) G_GAN: 2.545 G_GAN_Feat: 9.609 G_VGG: 5.372 F_Flow: 29.107 F_Warp: 1.180 W: 2.596 D_real: 1.763 D_fake: 0.070 
(epoch: 29, iters: 4320, time: 0.067) G_GAN: 1.068 G_GAN_Feat: 10.326 G_VGG: 5.551 F_Flow: 26.842 F_Warp: 1.183 W: 2.586 D_real: 0.165 D_fake: 1.653 
(epoch: 29, iters: 4620, time: 0.066) G_GAN: 2.153 G_GAN_Feat: 10.142 G_VGG: 5.258 F_Flow: 27.629 F_Warp: 1.190 W: 2.611 D_real: 0.938 D_fake: 0.364 
(epoch: 29, iters: 4920, time: 0.067) G_GAN: 1.668 G_GAN_Feat: 10.041 G_VGG: 5.429 F_Flow: 27.304 F_Warp: 1.191 W: 2.613 D_real: 0.732 D_fake: 0.620 
(epoch: 29, iters: 5220, time: 0.066) G_GAN: 2.585 G_GAN_Feat: 10.197 G_VGG: 5.303 F_Flow: 27.418 F_Warp: 1.127 W: 2.538 D_real: 1.639 D_fake: 0.084 
(epoch: 29, iters: 5520, time: 0.066) G_GAN: 0.839 G_GAN_Feat: 9.381 G_VGG: 5.534 F_Flow: 25.351 F_Warp: 1.305 W: 2.808 D_real: 0.211 D_fake: 1.418 
(epoch: 29, iters: 5820, time: 0.067) G_GAN: 2.465 G_GAN_Feat: 10.017 G_VGG: 5.505 F_Flow: 29.509 F_Warp: 1.236 W: 2.642 D_real: 1.682 D_fake: 0.175 
(epoch: 29, iters: 6120, time: 0.065) G_GAN: 1.833 G_GAN_Feat: 10.088 G_VGG: 5.468 F_Flow: 28.031 F_Warp: 1.213 W: 2.627 D_real: 0.545 D_fake: 0.524 
saving the latest model (epoch 29, total_steps 285000)
(epoch: 29, iters: 6420, time: 0.066) G_GAN: 1.048 G_GAN_Feat: 9.796 G_VGG: 5.145 F_Flow: 24.528 F_Warp: 1.185 W: 2.516 D_real: 0.306 D_fake: 1.253 
(epoch: 29, iters: 6720, time: 0.066) G_GAN: 2.535 G_GAN_Feat: 9.848 G_VGG: 5.316 F_Flow: 24.417 F_Warp: 1.071 W: 2.503 D_real: 1.426 D_fake: 0.297 
(epoch: 29, iters: 7020, time: 0.066) G_GAN: 1.350 G_GAN_Feat: 9.968 G_VGG: 5.501 F_Flow: 30.243 F_Warp: 1.245 W: 2.643 D_real: 0.378 D_fake: 1.143 
(epoch: 29, iters: 7320, time: 0.067) G_GAN: 2.937 G_GAN_Feat: 11.032 G_VGG: 5.300 F_Flow: 25.429 F_Warp: 1.076 W: 2.558 D_real: 1.561 D_fake: 0.047 
(epoch: 29, iters: 7620, time: 0.066) G_GAN: 1.254 G_GAN_Feat: 10.230 G_VGG: 5.680 F_Flow: 27.122 F_Warp: 1.317 W: 2.717 D_real: 0.284 D_fake: 0.690 
(epoch: 29, iters: 7920, time: 0.067) G_GAN: 2.063 G_GAN_Feat: 9.618 G_VGG: 5.235 F_Flow: 26.158 F_Warp: 1.166 W: 2.535 D_real: 1.262 D_fake: 0.189 
(epoch: 29, iters: 8220, time: 0.065) G_GAN: 1.132 G_GAN_Feat: 10.227 G_VGG: 5.451 F_Flow: 27.732 F_Warp: 1.320 W: 2.650 D_real: 0.285 D_fake: 1.807 
(epoch: 29, iters: 8520, time: 0.065) G_GAN: 2.256 G_GAN_Feat: 10.755 G_VGG: 5.506 F_Flow: 27.429 F_Warp: 1.278 W: 2.739 D_real: 0.881 D_fake: 0.458 
(epoch: 29, iters: 8820, time: 0.066) G_GAN: 1.272 G_GAN_Feat: 10.235 G_VGG: 5.479 F_Flow: 25.146 F_Warp: 1.188 W: 2.670 D_real: 0.297 D_fake: 0.788 
(epoch: 29, iters: 9120, time: 0.066) G_GAN: 2.782 G_GAN_Feat: 10.371 G_VGG: 5.551 F_Flow: 28.429 F_Warp: 1.224 W: 2.558 D_real: 1.788 D_fake: 0.119 
saving the latest model (epoch 29, total_steps 288000)
(epoch: 29, iters: 9420, time: 0.067) G_GAN: 1.257 G_GAN_Feat: 10.646 G_VGG: 5.457 F_Flow: 28.886 F_Warp: 1.196 W: 2.632 D_real: 0.131 D_fake: 0.908 
(epoch: 29, iters: 9720, time: 0.066) G_GAN: 1.178 G_GAN_Feat: 10.431 G_VGG: 5.476 F_Flow: 28.253 F_Warp: 1.248 W: 2.615 D_real: 0.177 D_fake: 1.730 
End of epoch 29 / 100 	 Time Taken: 779 sec
(epoch: 30, iters: 60, time: 0.116) G_GAN: 2.859 G_GAN_Feat: 10.415 G_VGG: 5.533 F_Flow: 25.514 F_Warp: 1.404 W: 2.821 D_real: 1.551 D_fake: 0.276 
(epoch: 30, iters: 360, time: 0.080) G_GAN: 0.548 G_GAN_Feat: 8.332 G_VGG: 5.512 F_Flow: 28.146 F_Warp: 1.222 W: 2.795 D_real: 0.132 D_fake: 1.584 
(epoch: 30, iters: 660, time: 0.080) G_GAN: 2.528 G_GAN_Feat: 10.420 G_VGG: 5.363 F_Flow: 28.930 F_Warp: 1.159 W: 2.603 D_real: 1.075 D_fake: 0.377 
(epoch: 30, iters: 960, time: 0.080) G_GAN: 0.911 G_GAN_Feat: 9.825 G_VGG: 5.569 F_Flow: 27.436 F_Warp: 1.223 W: 2.613 D_real: 0.152 D_fake: 1.197 
(epoch: 30, iters: 1260, time: 0.080) G_GAN: 2.919 G_GAN_Feat: 10.143 G_VGG: 5.703 F_Flow: 25.494 F_Warp: 1.279 W: 2.708 D_real: 1.766 D_fake: 0.064 
(epoch: 30, iters: 1560, time: 0.073) G_GAN: 1.117 G_GAN_Feat: 9.658 G_VGG: 5.429 F_Flow: 29.784 F_Warp: 1.241 W: 2.580 D_real: 0.391 D_fake: 0.560 
(epoch: 30, iters: 1860, time: 0.073) G_GAN: 3.093 G_GAN_Feat: 10.314 G_VGG: 5.396 F_Flow: 25.786 F_Warp: 1.132 W: 2.502 D_real: 2.166 D_fake: 0.038 
(epoch: 30, iters: 2160, time: 0.075) G_GAN: 0.479 G_GAN_Feat: 8.985 G_VGG: 5.456 F_Flow: 26.706 F_Warp: 1.184 W: 2.704 D_real: 0.082 D_fake: 1.817 
saving the latest model (epoch 30, total_steps 291000)
(epoch: 30, iters: 2460, time: 0.075) G_GAN: 2.392 G_GAN_Feat: 10.302 G_VGG: 5.823 F_Flow: 28.048 F_Warp: 1.401 W: 2.876 D_real: 1.219 D_fake: 0.253 
(epoch: 30, iters: 2760, time: 0.074) G_GAN: 0.500 G_GAN_Feat: 9.952 G_VGG: 5.491 F_Flow: 28.225 F_Warp: 1.207 W: 2.648 D_real: 0.094 D_fake: 1.659 
(epoch: 30, iters: 3060, time: 0.072) G_GAN: 2.415 G_GAN_Feat: 10.868 G_VGG: 5.568 F_Flow: 29.511 F_Warp: 1.228 W: 2.715 D_real: 1.097 D_fake: 0.483 
(epoch: 30, iters: 3360, time: 0.071) G_GAN: 2.146 G_GAN_Feat: 9.817 G_VGG: 5.320 F_Flow: 25.987 F_Warp: 1.340 W: 2.760 D_real: 1.164 D_fake: 0.569 
(epoch: 30, iters: 3660, time: 0.070) G_GAN: 1.823 G_GAN_Feat: 11.002 G_VGG: 5.542 F_Flow: 35.892 F_Warp: 1.255 W: 2.702 D_real: 0.668 D_fake: 0.968 
(epoch: 30, iters: 3960, time: 0.071) G_GAN: 1.962 G_GAN_Feat: 10.081 G_VGG: 5.305 F_Flow: 25.640 F_Warp: 1.123 W: 2.608 D_real: 0.795 D_fake: 0.803 
(epoch: 30, iters: 4260, time: 0.070) G_GAN: 0.670 G_GAN_Feat: 9.690 G_VGG: 5.555 F_Flow: 25.813 F_Warp: 1.399 W: 2.724 D_real: 0.238 D_fake: 1.457 
(epoch: 30, iters: 4560, time: 0.069) G_GAN: 2.331 G_GAN_Feat: 9.473 G_VGG: 5.395 F_Flow: 26.415 F_Warp: 1.199 W: 2.615 D_real: 1.593 D_fake: 0.079 
(epoch: 30, iters: 4860, time: 0.070) G_GAN: 1.226 G_GAN_Feat: 9.818 G_VGG: 5.124 F_Flow: 25.064 F_Warp: 1.096 W: 2.507 D_real: 0.481 D_fake: 1.064 
(epoch: 30, iters: 5160, time: 0.070) G_GAN: 2.763 G_GAN_Feat: 9.022 G_VGG: 5.591 F_Flow: 26.933 F_Warp: 1.323 W: 2.727 D_real: 2.246 D_fake: 0.054 
saving the latest model (epoch 30, total_steps 294000)
(epoch: 30, iters: 5460, time: 0.070) G_GAN: 1.394 G_GAN_Feat: 10.360 G_VGG: 5.175 F_Flow: 23.380 F_Warp: 1.194 W: 2.460 D_real: 0.174 D_fake: 1.045 
(epoch: 30, iters: 5760, time: 0.070) G_GAN: 2.214 G_GAN_Feat: 9.791 G_VGG: 5.645 F_Flow: 27.506 F_Warp: 1.279 W: 2.733 D_real: 1.357 D_fake: 0.149 
(epoch: 30, iters: 6060, time: 0.069) G_GAN: 0.660 G_GAN_Feat: 9.756 G_VGG: 5.480 F_Flow: 27.728 F_Warp: 1.275 W: 2.751 D_real: 0.090 D_fake: 1.772 
(epoch: 30, iters: 6360, time: 0.070) G_GAN: 2.275 G_GAN_Feat: 10.061 G_VGG: 5.186 F_Flow: 23.793 F_Warp: 1.106 W: 2.498 D_real: 1.077 D_fake: 0.148 
(epoch: 30, iters: 6660, time: 0.070) G_GAN: 1.000 G_GAN_Feat: 10.324 G_VGG: 5.372 F_Flow: 28.342 F_Warp: 1.259 W: 2.698 D_real: 0.100 D_fake: 1.236 
(epoch: 30, iters: 6960, time: 0.070) G_GAN: 2.413 G_GAN_Feat: 12.037 G_VGG: 5.480 F_Flow: 31.899 F_Warp: 1.283 W: 2.633 D_real: 0.526 D_fake: 0.406 
(epoch: 30, iters: 7260, time: 0.069) G_GAN: 0.657 G_GAN_Feat: 9.555 G_VGG: 5.331 F_Flow: 25.018 F_Warp: 1.187 W: 2.498 D_real: 0.160 D_fake: 1.346 
(epoch: 30, iters: 7560, time: 0.071) G_GAN: 3.031 G_GAN_Feat: 10.880 G_VGG: 5.364 F_Flow: 22.554 F_Warp: 1.125 W: 2.602 D_real: 1.487 D_fake: 0.058 
(epoch: 30, iters: 7860, time: 0.069) G_GAN: 0.858 G_GAN_Feat: 9.884 G_VGG: 5.296 F_Flow: 25.399 F_Warp: 1.175 W: 2.590 D_real: 0.090 D_fake: 1.170 
(epoch: 30, iters: 8160, time: 0.069) G_GAN: 2.086 G_GAN_Feat: 10.161 G_VGG: 5.596 F_Flow: 28.091 F_Warp: 1.286 W: 2.761 D_real: 1.072 D_fake: 0.356 
saving the latest model (epoch 30, total_steps 297000)
(epoch: 30, iters: 8460, time: 0.068) G_GAN: 0.414 G_GAN_Feat: 9.714 G_VGG: 5.583 F_Flow: 27.524 F_Warp: 1.230 W: 2.660 D_real: 0.031 D_fake: 1.929 
(epoch: 30, iters: 8760, time: 0.070) G_GAN: 1.924 G_GAN_Feat: 9.842 G_VGG: 5.499 F_Flow: 23.779 F_Warp: 1.245 W: 2.572 D_real: 0.784 D_fake: 0.534 
(epoch: 30, iters: 9060, time: 0.071) G_GAN: 1.179 G_GAN_Feat: 10.250 G_VGG: 5.409 F_Flow: 24.989 F_Warp: 1.225 W: 2.612 D_real: 0.457 D_fake: 0.683 
(epoch: 30, iters: 9360, time: 0.070) G_GAN: 1.121 G_GAN_Feat: 9.544 G_VGG: 5.569 F_Flow: 25.466 F_Warp: 1.191 W: 2.620 D_real: 0.548 D_fake: 0.805 
(epoch: 30, iters: 9660, time: 0.070) G_GAN: 0.935 G_GAN_Feat: 10.241 G_VGG: 5.601 F_Flow: 28.370 F_Warp: 1.369 W: 2.765 D_real: 0.142 D_fake: 1.415 
(epoch: 30, iters: 9960, time: 0.070) G_GAN: 2.492 G_GAN_Feat: 8.317 G_VGG: 5.154 F_Flow: 25.400 F_Warp: 1.077 W: 2.392 D_real: 2.132 D_fake: 0.062 
End of epoch 30 / 100 	 Time Taken: 813 sec
saving the model at the end of epoch 30, iters 298800
(epoch: 31, iters: 300, time: 0.091) G_GAN: 1.743 G_GAN_Feat: 10.043 G_VGG: 5.658 F_Flow: 25.517 F_Warp: 1.351 W: 2.773 D_real: 0.611 D_fake: 0.523 
(epoch: 31, iters: 600, time: 0.082) G_GAN: 0.974 G_GAN_Feat: 10.042 G_VGG: 5.575 F_Flow: 29.729 F_Warp: 1.309 W: 2.729 D_real: 0.105 D_fake: 1.862 
(epoch: 31, iters: 900, time: 0.082) G_GAN: 2.524 G_GAN_Feat: 10.143 G_VGG: 5.360 F_Flow: 27.658 F_Warp: 1.152 W: 2.628 D_real: 1.623 D_fake: 0.128 
(epoch: 31, iters: 1200, time: 0.082) G_GAN: 1.375 G_GAN_Feat: 11.057 G_VGG: 5.529 F_Flow: 33.168 F_Warp: 1.298 W: 2.887 D_real: 0.082 D_fake: 1.246 
saving the latest model (epoch 31, total_steps 300000)
(epoch: 31, iters: 1500, time: 0.079) G_GAN: 2.184 G_GAN_Feat: 10.047 G_VGG: 5.517 F_Flow: 27.961 F_Warp: 1.248 W: 2.543 D_real: 0.822 D_fake: 0.505 
(epoch: 31, iters: 1800, time: 0.077) G_GAN: 1.561 G_GAN_Feat: 9.889 G_VGG: 5.458 F_Flow: 28.882 F_Warp: 1.189 W: 2.571 D_real: 0.562 D_fake: 0.488 
(epoch: 31, iters: 2100, time: 0.077) G_GAN: 0.580 G_GAN_Feat: 9.751 G_VGG: 5.401 F_Flow: 25.999 F_Warp: 1.151 W: 2.613 D_real: 0.083 D_fake: 1.411 
(epoch: 31, iters: 2400, time: 0.077) G_GAN: 2.773 G_GAN_Feat: 10.600 G_VGG: 5.377 F_Flow: 26.575 F_Warp: 1.179 W: 2.565 D_real: 1.616 D_fake: 0.208 
(epoch: 31, iters: 2700, time: 0.075) G_GAN: 1.325 G_GAN_Feat: 10.336 G_VGG: 5.431 F_Flow: 26.192 F_Warp: 1.196 W: 2.595 D_real: 0.185 D_fake: 1.234 
(epoch: 31, iters: 3000, time: 0.071) G_GAN: 2.367 G_GAN_Feat: 9.539 G_VGG: 5.328 F_Flow: 22.851 F_Warp: 1.155 W: 2.567 D_real: 1.717 D_fake: 0.119 
(epoch: 31, iters: 3300, time: 0.071) G_GAN: 1.206 G_GAN_Feat: 10.018 G_VGG: 5.485 F_Flow: 26.237 F_Warp: 1.161 W: 2.599 D_real: 0.343 D_fake: 1.112 
(epoch: 31, iters: 3600, time: 0.072) G_GAN: 0.758 G_GAN_Feat: 9.688 G_VGG: 5.396 F_Flow: 28.910 F_Warp: 1.161 W: 2.529 D_real: 0.208 D_fake: 1.279 
(epoch: 31, iters: 3900, time: 0.071) G_GAN: 1.871 G_GAN_Feat: 10.809 G_VGG: 5.164 F_Flow: 27.044 F_Warp: 1.121 W: 2.493 D_real: 0.329 D_fake: 1.154 
(epoch: 31, iters: 4200, time: 0.069) G_GAN: 2.552 G_GAN_Feat: 9.348 G_VGG: 5.165 F_Flow: 28.194 F_Warp: 1.114 W: 2.465 D_real: 1.745 D_fake: 0.078 
saving the latest model (epoch 31, total_steps 303000)
(epoch: 31, iters: 4500, time: 0.070) G_GAN: 0.812 G_GAN_Feat: 9.730 G_VGG: 5.148 F_Flow: 28.437 F_Warp: 1.094 W: 2.547 D_real: 0.124 D_fake: 1.550 
(epoch: 31, iters: 4800, time: 0.069) G_GAN: 1.974 G_GAN_Feat: 10.383 G_VGG: 5.520 F_Flow: 26.328 F_Warp: 1.230 W: 2.676 D_real: 0.754 D_fake: 0.548 
(epoch: 31, iters: 5100, time: 0.070) G_GAN: 1.207 G_GAN_Feat: 10.549 G_VGG: 5.292 F_Flow: 23.798 F_Warp: 1.162 W: 2.631 D_real: 0.164 D_fake: 1.163 
(epoch: 31, iters: 5400, time: 0.071) G_GAN: 2.649 G_GAN_Feat: 9.892 G_VGG: 5.288 F_Flow: 28.913 F_Warp: 1.145 W: 2.557 D_real: 1.522 D_fake: 0.100 
(epoch: 31, iters: 5700, time: 0.069) G_GAN: 1.602 G_GAN_Feat: 10.144 G_VGG: 5.562 F_Flow: 26.347 F_Warp: 1.203 W: 2.615 D_real: 0.404 D_fake: 0.930 
(epoch: 31, iters: 6000, time: 0.071) G_GAN: 1.555 G_GAN_Feat: 11.055 G_VGG: 5.573 F_Flow: 25.829 F_Warp: 1.318 W: 2.723 D_real: 0.174 D_fake: 1.327 
(epoch: 31, iters: 6300, time: 0.069) G_GAN: 2.545 G_GAN_Feat: 8.800 G_VGG: 5.411 F_Flow: 27.372 F_Warp: 1.325 W: 2.703 D_real: 2.077 D_fake: 0.049 
(epoch: 31, iters: 6600, time: 0.070) G_GAN: 0.965 G_GAN_Feat: 9.673 G_VGG: 5.179 F_Flow: 27.083 F_Warp: 1.136 W: 2.594 D_real: 0.235 D_fake: 0.789 
(epoch: 31, iters: 6900, time: 0.071) G_GAN: 2.177 G_GAN_Feat: 9.948 G_VGG: 5.574 F_Flow: 24.412 F_Warp: 1.341 W: 2.695 D_real: 1.397 D_fake: 0.162 
(epoch: 31, iters: 7200, time: 0.071) G_GAN: 1.006 G_GAN_Feat: 10.310 G_VGG: 5.414 F_Flow: 28.329 F_Warp: 1.261 W: 2.717 D_real: 0.231 D_fake: 1.507 
saving the latest model (epoch 31, total_steps 306000)
(epoch: 31, iters: 7500, time: 0.071) G_GAN: 2.315 G_GAN_Feat: 9.699 G_VGG: 5.490 F_Flow: 26.660 F_Warp: 1.199 W: 2.711 D_real: 1.392 D_fake: 0.314 
(epoch: 31, iters: 7800, time: 0.069) G_GAN: 0.503 G_GAN_Feat: 9.821 G_VGG: 5.566 F_Flow: 28.948 F_Warp: 1.287 W: 2.639 D_real: 0.122 D_fake: 1.094 
(epoch: 31, iters: 8100, time: 0.070) G_GAN: 2.135 G_GAN_Feat: 9.908 G_VGG: 5.396 F_Flow: 29.037 F_Warp: 1.164 W: 2.587 D_real: 1.064 D_fake: 0.472 
(epoch: 31, iters: 8400, time: 0.069) G_GAN: 2.456 G_GAN_Feat: 10.251 G_VGG: 5.396 F_Flow: 27.535 F_Warp: 1.229 W: 2.520 D_real: 1.142 D_fake: 0.352 
(epoch: 31, iters: 8700, time: 0.069) G_GAN: 1.076 G_GAN_Feat: 10.379 G_VGG: 5.364 F_Flow: 29.500 F_Warp: 1.105 W: 2.580 D_real: 0.141 D_fake: 1.541 
(epoch: 31, iters: 9000, time: 0.069) G_GAN: 2.247 G_GAN_Feat: 9.748 G_VGG: 5.304 F_Flow: 25.099 F_Warp: 1.208 W: 2.615 D_real: 1.481 D_fake: 0.241 
(epoch: 31, iters: 9300, time: 0.068) G_GAN: 1.485 G_GAN_Feat: 9.681 G_VGG: 5.308 F_Flow: 26.459 F_Warp: 1.185 W: 2.657 D_real: 0.553 D_fake: 0.815 
(epoch: 31, iters: 9600, time: 0.069) G_GAN: 2.672 G_GAN_Feat: 9.822 G_VGG: 5.556 F_Flow: 28.721 F_Warp: 1.169 W: 2.620 D_real: 1.648 D_fake: 0.204 
(epoch: 31, iters: 9900, time: 0.070) G_GAN: 0.969 G_GAN_Feat: 9.577 G_VGG: 5.322 F_Flow: 24.543 F_Warp: 1.174 W: 2.577 D_real: 0.305 D_fake: 1.202 
End of epoch 31 / 100 	 Time Taken: 823 sec
(epoch: 32, iters: 240, time: 0.126) G_GAN: 1.592 G_GAN_Feat: 9.681 G_VGG: 5.292 F_Flow: 24.444 F_Warp: 1.215 W: 2.537 D_real: 0.780 D_fake: 0.764 
saving the latest model (epoch 32, total_steps 309000)
(epoch: 32, iters: 540, time: 0.084) G_GAN: 2.100 G_GAN_Feat: 9.932 G_VGG: 5.662 F_Flow: 29.822 F_Warp: 1.364 W: 2.753 D_real: 1.073 D_fake: 0.304 
(epoch: 32, iters: 840, time: 0.082) G_GAN: 0.782 G_GAN_Feat: 9.654 G_VGG: 5.453 F_Flow: 30.373 F_Warp: 1.283 W: 2.732 D_real: 0.275 D_fake: 1.446 
(epoch: 32, iters: 1140, time: 0.082) G_GAN: 2.229 G_GAN_Feat: 10.337 G_VGG: 5.358 F_Flow: 27.279 F_Warp: 1.213 W: 2.605 D_real: 1.173 D_fake: 0.180 
(epoch: 32, iters: 1440, time: 0.078) G_GAN: 0.469 G_GAN_Feat: 10.053 G_VGG: 5.721 F_Flow: 28.373 F_Warp: 1.370 W: 2.740 D_real: 0.057 D_fake: 1.445 
(epoch: 32, iters: 1740, time: 0.077) G_GAN: 2.664 G_GAN_Feat: 9.206 G_VGG: 5.043 F_Flow: 26.827 F_Warp: 1.048 W: 2.481 D_real: 1.733 D_fake: 0.039 
(epoch: 32, iters: 2040, time: 0.076) G_GAN: 1.126 G_GAN_Feat: 10.233 G_VGG: 5.569 F_Flow: 28.741 F_Warp: 1.303 W: 2.838 D_real: 0.135 D_fake: 1.365 
(epoch: 32, iters: 2340, time: 0.077) G_GAN: 2.357 G_GAN_Feat: 9.687 G_VGG: 5.653 F_Flow: 26.044 F_Warp: 1.183 W: 2.608 D_real: 1.393 D_fake: 0.308 
(epoch: 32, iters: 2640, time: 0.074) G_GAN: 0.521 G_GAN_Feat: 9.612 G_VGG: 5.228 F_Flow: 28.119 F_Warp: 1.121 W: 2.423 D_real: 0.130 D_fake: 1.561 
(epoch: 32, iters: 2940, time: 0.071) G_GAN: 2.494 G_GAN_Feat: 10.085 G_VGG: 5.207 F_Flow: 26.129 F_Warp: 1.082 W: 2.517 D_real: 1.263 D_fake: 0.164 
(epoch: 32, iters: 3240, time: 0.071) G_GAN: 1.585 G_GAN_Feat: 9.569 G_VGG: 5.064 F_Flow: 26.561 F_Warp: 1.092 W: 2.520 D_real: 0.873 D_fake: 0.457 
saving the latest model (epoch 32, total_steps 312000)
(epoch: 32, iters: 3540, time: 0.072) G_GAN: 1.760 G_GAN_Feat: 10.470 G_VGG: 5.357 F_Flow: 24.730 F_Warp: 1.246 W: 2.685 D_real: 0.400 D_fake: 1.009 
(epoch: 32, iters: 3840, time: 0.072) G_GAN: 2.903 G_GAN_Feat: 10.557 G_VGG: 5.295 F_Flow: 32.829 F_Warp: 1.141 W: 2.545 D_real: 1.509 D_fake: 0.185 
(epoch: 32, iters: 4140, time: 0.069) G_GAN: 1.129 G_GAN_Feat: 9.743 G_VGG: 5.323 F_Flow: 27.067 F_Warp: 1.095 W: 2.538 D_real: 0.221 D_fake: 1.483 
(epoch: 32, iters: 4440, time: 0.069) G_GAN: 1.649 G_GAN_Feat: 9.680 G_VGG: 5.431 F_Flow: 26.722 F_Warp: 1.123 W: 2.570 D_real: 0.589 D_fake: 0.638 
(epoch: 32, iters: 4740, time: 0.071) G_GAN: 2.198 G_GAN_Feat: 11.267 G_VGG: 5.436 F_Flow: 25.899 F_Warp: 1.167 W: 2.581 D_real: 0.438 D_fake: 0.650 
(epoch: 32, iters: 5040, time: 0.070) G_GAN: 1.716 G_GAN_Feat: 10.048 G_VGG: 5.375 F_Flow: 27.080 F_Warp: 1.175 W: 2.494 D_real: 0.390 D_fake: 1.359 
(epoch: 32, iters: 5340, time: 0.071) G_GAN: 1.390 G_GAN_Feat: 10.419 G_VGG: 5.598 F_Flow: 26.695 F_Warp: 1.313 W: 2.799 D_real: 0.313 D_fake: 1.132 
(epoch: 32, iters: 5640, time: 0.070) G_GAN: 3.215 G_GAN_Feat: 10.243 G_VGG: 5.641 F_Flow: 29.890 F_Warp: 1.325 W: 2.788 D_real: 2.089 D_fake: 0.078 
(epoch: 32, iters: 5940, time: 0.070) G_GAN: 0.950 G_GAN_Feat: 9.562 G_VGG: 5.573 F_Flow: 29.050 F_Warp: 1.326 W: 2.710 D_real: 0.243 D_fake: 1.014 
(epoch: 32, iters: 6240, time: 0.070) G_GAN: 2.922 G_GAN_Feat: 9.940 G_VGG: 5.340 F_Flow: 26.511 F_Warp: 1.120 W: 2.617 D_real: 1.737 D_fake: 0.127 
saving the latest model (epoch 32, total_steps 315000)
(epoch: 32, iters: 6540, time: 0.070) G_GAN: 2.439 G_GAN_Feat: 9.764 G_VGG: 5.201 F_Flow: 25.765 F_Warp: 1.106 W: 2.506 D_real: 1.488 D_fake: 0.477 
(epoch: 32, iters: 6840, time: 0.072) G_GAN: 1.448 G_GAN_Feat: 10.244 G_VGG: 5.251 F_Flow: 25.468 F_Warp: 1.079 W: 2.484 D_real: 0.351 D_fake: 1.461 
(epoch: 32, iters: 7140, time: 0.070) G_GAN: 2.189 G_GAN_Feat: 10.218 G_VGG: 5.259 F_Flow: 27.442 F_Warp: 1.082 W: 2.528 D_real: 1.004 D_fake: 0.549 
(epoch: 32, iters: 7440, time: 0.070) G_GAN: 1.353 G_GAN_Feat: 9.967 G_VGG: 5.097 F_Flow: 26.124 F_Warp: 1.153 W: 2.547 D_real: 0.514 D_fake: 0.990 
(epoch: 32, iters: 7740, time: 0.071) G_GAN: 2.647 G_GAN_Feat: 9.766 G_VGG: 5.347 F_Flow: 25.476 F_Warp: 1.198 W: 2.633 D_real: 1.521 D_fake: 0.050 
(epoch: 32, iters: 8040, time: 0.070) G_GAN: 0.688 G_GAN_Feat: 8.983 G_VGG: 5.297 F_Flow: 27.647 F_Warp: 1.292 W: 2.641 D_real: 0.291 D_fake: 1.439 
(epoch: 32, iters: 8340, time: 0.068) G_GAN: 2.517 G_GAN_Feat: 9.492 G_VGG: 5.399 F_Flow: 26.446 F_Warp: 1.157 W: 2.493 D_real: 1.598 D_fake: 0.150 
(epoch: 32, iters: 8640, time: 0.067) G_GAN: 1.210 G_GAN_Feat: 9.583 G_VGG: 5.401 F_Flow: 24.804 F_Warp: 1.206 W: 2.600 D_real: 0.433 D_fake: 0.801 
(epoch: 32, iters: 8940, time: 0.067) G_GAN: 1.093 G_GAN_Feat: 9.381 G_VGG: 5.143 F_Flow: 26.424 F_Warp: 1.069 W: 2.379 D_real: 0.498 D_fake: 0.697 
(epoch: 32, iters: 9240, time: 0.068) G_GAN: 2.978 G_GAN_Feat: 9.997 G_VGG: 5.315 F_Flow: 25.228 F_Warp: 1.094 W: 2.550 D_real: 1.703 D_fake: 0.064 
saving the latest model (epoch 32, total_steps 318000)
(epoch: 32, iters: 9540, time: 0.068) G_GAN: 0.958 G_GAN_Feat: 8.957 G_VGG: 5.325 F_Flow: 28.723 F_Warp: 1.270 W: 2.682 D_real: 0.454 D_fake: 1.181 
(epoch: 32, iters: 9840, time: 0.068) G_GAN: 2.686 G_GAN_Feat: 10.572 G_VGG: 5.780 F_Flow: 31.544 F_Warp: 1.426 W: 2.890 D_real: 1.260 D_fake: 0.117 
End of epoch 32 / 100 	 Time Taken: 828 sec
(epoch: 33, iters: 180, time: 0.124) G_GAN: 1.650 G_GAN_Feat: 9.705 G_VGG: 5.444 F_Flow: 27.133 F_Warp: 1.165 W: 2.503 D_real: 0.536 D_fake: 0.612 
(epoch: 33, iters: 480, time: 0.081) G_GAN: 1.671 G_GAN_Feat: 9.968 G_VGG: 5.482 F_Flow: 25.784 F_Warp: 1.212 W: 2.523 D_real: 0.564 D_fake: 0.475 
(epoch: 33, iters: 780, time: 0.081) G_GAN: 0.876 G_GAN_Feat: 9.291 G_VGG: 5.129 F_Flow: 31.041 F_Warp: 1.133 W: 2.512 D_real: 0.112 D_fake: 1.905 
(epoch: 33, iters: 1080, time: 0.083) G_GAN: 2.272 G_GAN_Feat: 10.003 G_VGG: 5.444 F_Flow: 28.000 F_Warp: 1.187 W: 2.589 D_real: 1.165 D_fake: 0.563 
(epoch: 33, iters: 1380, time: 0.080) G_GAN: 2.693 G_GAN_Feat: 9.787 G_VGG: 5.169 F_Flow: 25.320 F_Warp: 1.117 W: 2.557 D_real: 1.909 D_fake: 0.125 
(epoch: 33, iters: 1680, time: 0.079) G_GAN: 1.389 G_GAN_Feat: 10.462 G_VGG: 5.547 F_Flow: 25.333 F_Warp: 1.369 W: 2.725 D_real: 0.324 D_fake: 0.716 
(epoch: 33, iters: 1980, time: 0.077) G_GAN: 1.365 G_GAN_Feat: 9.723 G_VGG: 5.736 F_Flow: 29.261 F_Warp: 1.248 W: 2.613 D_real: 0.549 D_fake: 1.002 
(epoch: 33, iters: 2280, time: 0.076) G_GAN: 2.395 G_GAN_Feat: 9.605 G_VGG: 5.358 F_Flow: 26.868 F_Warp: 1.213 W: 2.632 D_real: 1.539 D_fake: 0.218 
saving the latest model (epoch 33, total_steps 321000)
(epoch: 33, iters: 2580, time: 0.076) G_GAN: 0.451 G_GAN_Feat: 8.954 G_VGG: 5.106 F_Flow: 27.034 F_Warp: 1.152 W: 2.573 D_real: 0.052 D_fake: 2.075 
(epoch: 33, iters: 2880, time: 0.070) G_GAN: 2.329 G_GAN_Feat: 10.215 G_VGG: 5.169 F_Flow: 24.782 F_Warp: 1.098 W: 2.590 D_real: 1.063 D_fake: 0.310 
(epoch: 33, iters: 3180, time: 0.071) G_GAN: 0.493 G_GAN_Feat: 9.799 G_VGG: 5.498 F_Flow: 27.718 F_Warp: 1.284 W: 2.739 D_real: 0.075 D_fake: 1.779 
(epoch: 33, iters: 3480, time: 0.071) G_GAN: 2.219 G_GAN_Feat: 10.378 G_VGG: 5.316 F_Flow: 27.818 F_Warp: 1.156 W: 2.555 D_real: 0.848 D_fake: 0.466 
(epoch: 33, iters: 3780, time: 0.071) G_GAN: 1.391 G_GAN_Feat: 10.358 G_VGG: 5.342 F_Flow: 25.529 F_Warp: 1.228 W: 2.679 D_real: 0.403 D_fake: 1.028 
(epoch: 33, iters: 4080, time: 0.070) G_GAN: 3.034 G_GAN_Feat: 10.552 G_VGG: 5.333 F_Flow: 26.898 F_Warp: 1.237 W: 2.638 D_real: 2.226 D_fake: 0.040 
(epoch: 33, iters: 4380, time: 0.070) G_GAN: 1.582 G_GAN_Feat: 9.923 G_VGG: 5.250 F_Flow: 26.223 F_Warp: 1.244 W: 2.511 D_real: 0.777 D_fake: 0.559 
(epoch: 33, iters: 4680, time: 0.070) G_GAN: 2.095 G_GAN_Feat: 10.050 G_VGG: 5.461 F_Flow: 26.460 F_Warp: 1.196 W: 2.625 D_real: 0.821 D_fake: 0.697 
(epoch: 33, iters: 4980, time: 0.071) G_GAN: 2.322 G_GAN_Feat: 9.601 G_VGG: 5.202 F_Flow: 25.912 F_Warp: 1.191 W: 2.735 D_real: 1.350 D_fake: 0.218 
(epoch: 33, iters: 5280, time: 0.070) G_GAN: 1.242 G_GAN_Feat: 10.232 G_VGG: 5.287 F_Flow: 27.468 F_Warp: 1.144 W: 2.517 D_real: 0.229 D_fake: 0.955 
saving the latest model (epoch 33, total_steps 324000)
(epoch: 33, iters: 5580, time: 0.068) G_GAN: 2.501 G_GAN_Feat: 9.792 G_VGG: 5.349 F_Flow: 28.810 F_Warp: 1.228 W: 2.653 D_real: 1.582 D_fake: 0.143 
(epoch: 33, iters: 5880, time: 0.070) G_GAN: 0.516 G_GAN_Feat: 9.530 G_VGG: 5.433 F_Flow: 25.986 F_Warp: 1.228 W: 2.771 D_real: 0.121 D_fake: 1.355 
(epoch: 33, iters: 6180, time: 0.072) G_GAN: 2.346 G_GAN_Feat: 10.261 G_VGG: 5.528 F_Flow: 27.688 F_Warp: 1.200 W: 2.647 D_real: 1.051 D_fake: 0.448 
(epoch: 33, iters: 6480, time: 0.072) G_GAN: 2.688 G_GAN_Feat: 10.105 G_VGG: 5.295 F_Flow: 23.621 F_Warp: 1.114 W: 2.667 D_real: 1.772 D_fake: 0.160 
(epoch: 33, iters: 6780, time: 0.069) G_GAN: 0.718 G_GAN_Feat: 9.494 G_VGG: 5.379 F_Flow: 26.752 F_Warp: 1.218 W: 2.622 D_real: 0.083 D_fake: 1.125 
(epoch: 33, iters: 7080, time: 0.071) G_GAN: 1.951 G_GAN_Feat: 10.232 G_VGG: 5.211 F_Flow: 26.025 F_Warp: 1.162 W: 2.584 D_real: 0.851 D_fake: 0.669 
(epoch: 33, iters: 7380, time: 0.070) G_GAN: 2.379 G_GAN_Feat: 10.330 G_VGG: 5.546 F_Flow: 28.400 F_Warp: 1.276 W: 2.775 D_real: 1.011 D_fake: 0.527 
(epoch: 33, iters: 7680, time: 0.071) G_GAN: 1.358 G_GAN_Feat: 9.765 G_VGG: 5.235 F_Flow: 26.399 F_Warp: 1.075 W: 2.457 D_real: 0.487 D_fake: 0.598 
(epoch: 33, iters: 7980, time: 0.071) G_GAN: 0.880 G_GAN_Feat: 10.233 G_VGG: 5.592 F_Flow: 27.123 F_Warp: 1.372 W: 2.718 D_real: 0.109 D_fake: 1.258 
(epoch: 33, iters: 8280, time: 0.069) G_GAN: 3.034 G_GAN_Feat: 10.236 G_VGG: 5.594 F_Flow: 30.532 F_Warp: 1.325 W: 2.744 D_real: 1.916 D_fake: 0.085 
saving the latest model (epoch 33, total_steps 327000)
(epoch: 33, iters: 8580, time: 0.069) G_GAN: 1.334 G_GAN_Feat: 9.641 G_VGG: 5.520 F_Flow: 26.428 F_Warp: 1.222 W: 2.589 D_real: 0.370 D_fake: 0.734 
(epoch: 33, iters: 8880, time: 0.070) G_GAN: 2.559 G_GAN_Feat: 10.157 G_VGG: 5.544 F_Flow: 28.954 F_Warp: 1.256 W: 2.686 D_real: 1.301 D_fake: 0.297 
(epoch: 33, iters: 9180, time: 0.070) G_GAN: 1.429 G_GAN_Feat: 10.262 G_VGG: 5.410 F_Flow: 29.195 F_Warp: 1.159 W: 2.583 D_real: 0.192 D_fake: 1.250 
(epoch: 33, iters: 9480, time: 0.067) G_GAN: 2.566 G_GAN_Feat: 10.123 G_VGG: 5.436 F_Flow: 30.168 F_Warp: 1.173 W: 2.623 D_real: 1.589 D_fake: 0.194 
(epoch: 33, iters: 9780, time: 0.069) G_GAN: 1.103 G_GAN_Feat: 10.862 G_VGG: 5.550 F_Flow: 27.358 F_Warp: 1.291 W: 2.628 D_real: 0.117 D_fake: 1.591 
End of epoch 33 / 100 	 Time Taken: 833 sec
(epoch: 34, iters: 120, time: 0.120) G_GAN: 2.485 G_GAN_Feat: 10.396 G_VGG: 5.465 F_Flow: 29.468 F_Warp: 1.189 W: 2.654 D_real: 1.162 D_fake: 0.345 
(epoch: 34, iters: 420, time: 0.081) G_GAN: 0.722 G_GAN_Feat: 9.593 G_VGG: 5.500 F_Flow: 24.961 F_Warp: 1.266 W: 2.751 D_real: 0.155 D_fake: 1.366 
(epoch: 34, iters: 720, time: 0.081) G_GAN: 2.287 G_GAN_Feat: 9.501 G_VGG: 5.426 F_Flow: 24.874 F_Warp: 1.247 W: 2.696 D_real: 1.498 D_fake: 0.341 
(epoch: 34, iters: 1020, time: 0.081) G_GAN: 0.590 G_GAN_Feat: 9.481 G_VGG: 5.650 F_Flow: 27.543 F_Warp: 1.330 W: 2.741 D_real: 0.252 D_fake: 1.413 
(epoch: 34, iters: 1320, time: 0.080) G_GAN: 2.092 G_GAN_Feat: 10.147 G_VGG: 5.456 F_Flow: 25.474 F_Warp: 1.208 W: 2.632 D_real: 1.219 D_fake: 0.113 
saving the latest model (epoch 34, total_steps 330000)
(epoch: 34, iters: 1620, time: 0.080) G_GAN: 1.390 G_GAN_Feat: 10.440 G_VGG: 5.342 F_Flow: 24.637 F_Warp: 1.183 W: 2.621 D_real: 0.262 D_fake: 1.382 
(epoch: 34, iters: 1920, time: 0.077) G_GAN: 2.147 G_GAN_Feat: 9.516 G_VGG: 5.157 F_Flow: 29.177 F_Warp: 1.122 W: 2.474 D_real: 1.184 D_fake: 0.649 
(epoch: 34, iters: 2220, time: 0.077) G_GAN: 1.612 G_GAN_Feat: 9.958 G_VGG: 5.482 F_Flow: 25.544 F_Warp: 1.187 W: 2.464 D_real: 0.382 D_fake: 1.306 
(epoch: 34, iters: 2520, time: 0.080) G_GAN: 2.567 G_GAN_Feat: 10.191 G_VGG: 5.323 F_Flow: 31.026 F_Warp: 1.163 W: 2.532 D_real: 1.582 D_fake: 0.208 
(epoch: 34, iters: 2820, time: 0.072) G_GAN: 1.034 G_GAN_Feat: 10.187 G_VGG: 5.567 F_Flow: 24.283 F_Warp: 1.312 W: 2.688 D_real: 0.225 D_fake: 1.159 
(epoch: 34, iters: 3120, time: 0.072) G_GAN: 2.389 G_GAN_Feat: 9.732 G_VGG: 5.638 F_Flow: 27.216 F_Warp: 1.199 W: 2.541 D_real: 1.526 D_fake: 0.214 
(epoch: 34, iters: 3420, time: 0.072) G_GAN: 1.228 G_GAN_Feat: 10.013 G_VGG: 5.379 F_Flow: 26.789 F_Warp: 1.136 W: 2.603 D_real: 0.311 D_fake: 0.745 
(epoch: 34, iters: 3720, time: 0.070) G_GAN: 1.543 G_GAN_Feat: 10.082 G_VGG: 5.290 F_Flow: 25.490 F_Warp: 1.147 W: 2.537 D_real: 0.569 D_fake: 0.502 
(epoch: 34, iters: 4020, time: 0.070) G_GAN: 0.645 G_GAN_Feat: 9.352 G_VGG: 5.339 F_Flow: 29.082 F_Warp: 1.148 W: 2.643 D_real: 0.146 D_fake: 1.291 
(epoch: 34, iters: 4320, time: 0.069) G_GAN: 2.379 G_GAN_Feat: 10.273 G_VGG: 5.595 F_Flow: 25.311 F_Warp: 1.394 W: 2.746 D_real: 1.218 D_fake: 0.432 
saving the latest model (epoch 34, total_steps 333000)
(epoch: 34, iters: 4620, time: 0.070) G_GAN: 1.310 G_GAN_Feat: 10.317 G_VGG: 5.320 F_Flow: 28.130 F_Warp: 1.170 W: 2.534 D_real: 0.234 D_fake: 1.474 
(epoch: 34, iters: 4920, time: 0.071) G_GAN: 2.672 G_GAN_Feat: 10.167 G_VGG: 5.063 F_Flow: 24.500 F_Warp: 1.177 W: 2.584 D_real: 1.715 D_fake: 0.226 
(epoch: 34, iters: 5220, time: 0.070) G_GAN: 0.805 G_GAN_Feat: 9.731 G_VGG: 5.443 F_Flow: 24.448 F_Warp: 1.123 W: 2.560 D_real: 0.095 D_fake: 1.552 
(epoch: 34, iters: 5520, time: 0.069) G_GAN: 1.732 G_GAN_Feat: 9.837 G_VGG: 5.485 F_Flow: 27.927 F_Warp: 1.309 W: 2.728 D_real: 0.832 D_fake: 0.633 
(epoch: 34, iters: 5820, time: 0.070) G_GAN: 2.132 G_GAN_Feat: 9.816 G_VGG: 5.401 F_Flow: 27.684 F_Warp: 1.237 W: 2.691 D_real: 1.329 D_fake: 0.283 
(epoch: 34, iters: 6120, time: 0.071) G_GAN: 0.769 G_GAN_Feat: 10.109 G_VGG: 5.527 F_Flow: 27.130 F_Warp: 1.308 W: 2.731 D_real: 0.042 D_fake: 1.277 
(epoch: 34, iters: 6420, time: 0.069) G_GAN: 2.111 G_GAN_Feat: 9.897 G_VGG: 5.234 F_Flow: 29.832 F_Warp: 1.137 W: 2.524 D_real: 1.292 D_fake: 0.353 
(epoch: 34, iters: 6720, time: 0.072) G_GAN: 1.275 G_GAN_Feat: 10.627 G_VGG: 5.612 F_Flow: 25.311 F_Warp: 1.335 W: 2.726 D_real: 0.217 D_fake: 1.510 
(epoch: 34, iters: 7020, time: 0.070) G_GAN: 2.692 G_GAN_Feat: 9.930 G_VGG: 5.214 F_Flow: 28.341 F_Warp: 1.092 W: 2.458 D_real: 1.373 D_fake: 0.272 
(epoch: 34, iters: 7320, time: 0.072) G_GAN: 1.609 G_GAN_Feat: 10.141 G_VGG: 5.503 F_Flow: 26.335 F_Warp: 1.211 W: 2.582 D_real: 0.566 D_fake: 0.868 
saving the latest model (epoch 34, total_steps 336000)
(epoch: 34, iters: 7620, time: 0.070) G_GAN: 1.307 G_GAN_Feat: 10.689 G_VGG: 5.187 F_Flow: 27.165 F_Warp: 1.059 W: 2.370 D_real: 0.198 D_fake: 1.530 
(epoch: 34, iters: 7920, time: 0.070) G_GAN: 2.376 G_GAN_Feat: 9.871 G_VGG: 5.460 F_Flow: 26.671 F_Warp: 1.138 W: 2.565 D_real: 1.514 D_fake: 0.239 
(epoch: 34, iters: 8220, time: 0.071) G_GAN: 0.974 G_GAN_Feat: 9.206 G_VGG: 5.267 F_Flow: 30.938 F_Warp: 1.188 W: 2.655 D_real: 0.303 D_fake: 0.811 
(epoch: 34, iters: 8520, time: 0.069) G_GAN: 1.919 G_GAN_Feat: 10.993 G_VGG: 5.592 F_Flow: 29.881 F_Warp: 1.306 W: 2.676 D_real: 0.362 D_fake: 1.026 
(epoch: 34, iters: 8820, time: 0.068) G_GAN: 2.265 G_GAN_Feat: 10.810 G_VGG: 5.666 F_Flow: 26.661 F_Warp: 1.337 W: 2.809 D_real: 1.245 D_fake: 0.371 
(epoch: 34, iters: 9120, time: 0.069) G_GAN: 0.884 G_GAN_Feat: 9.757 G_VGG: 5.464 F_Flow: 27.019 F_Warp: 1.173 W: 2.609 D_real: 0.225 D_fake: 1.291 
(epoch: 34, iters: 9420, time: 0.067) G_GAN: 1.438 G_GAN_Feat: 10.351 G_VGG: 5.414 F_Flow: 28.296 F_Warp: 1.327 W: 2.762 D_real: 0.262 D_fake: 1.116 
(epoch: 34, iters: 9720, time: 0.069) G_GAN: 1.811 G_GAN_Feat: 10.364 G_VGG: 5.312 F_Flow: 25.871 F_Warp: 1.246 W: 2.625 D_real: 0.514 D_fake: 1.049 
End of epoch 34 / 100 	 Time Taken: 839 sec
(epoch: 35, iters: 60, time: 0.118) G_GAN: 2.535 G_GAN_Feat: 9.702 G_VGG: 5.277 F_Flow: 27.826 F_Warp: 1.085 W: 2.447 D_real: 1.428 D_fake: 0.322 
(epoch: 35, iters: 360, time: 0.086) G_GAN: 0.619 G_GAN_Feat: 9.342 G_VGG: 5.503 F_Flow: 26.933 F_Warp: 1.341 W: 2.740 D_real: 0.198 D_fake: 1.373 
saving the latest model (epoch 35, total_steps 339000)
(epoch: 35, iters: 660, time: 0.082) G_GAN: 2.141 G_GAN_Feat: 9.550 G_VGG: 5.472 F_Flow: 26.855 F_Warp: 1.249 W: 2.724 D_real: 1.439 D_fake: 0.283 
(epoch: 35, iters: 960, time: 0.082) G_GAN: 2.594 G_GAN_Feat: 10.192 G_VGG: 5.375 F_Flow: 29.664 F_Warp: 1.206 W: 2.632 D_real: 1.496 D_fake: 0.280 
(epoch: 35, iters: 1260, time: 0.083) G_GAN: 0.781 G_GAN_Feat: 9.771 G_VGG: 5.561 F_Flow: 30.475 F_Warp: 1.207 W: 2.685 D_real: 0.183 D_fake: 1.269 
(epoch: 35, iters: 1560, time: 0.079) G_GAN: 2.264 G_GAN_Feat: 10.266 G_VGG: 5.276 F_Flow: 23.849 F_Warp: 1.194 W: 2.537 D_real: 0.764 D_fake: 0.789 
(epoch: 35, iters: 1860, time: 0.076) G_GAN: 1.823 G_GAN_Feat: 10.095 G_VGG: 5.364 F_Flow: 26.851 F_Warp: 1.236 W: 2.705 D_real: 0.835 D_fake: 0.467 
(epoch: 35, iters: 2160, time: 0.080) G_GAN: 1.604 G_GAN_Feat: 8.899 G_VGG: 5.508 F_Flow: 31.935 F_Warp: 1.182 W: 2.512 D_real: 1.012 D_fake: 0.776 
(epoch: 35, iters: 2460, time: 0.079) G_GAN: 0.922 G_GAN_Feat: 9.597 G_VGG: 5.560 F_Flow: 26.421 F_Warp: 1.240 W: 2.614 D_real: 0.260 D_fake: 1.097 
(epoch: 35, iters: 2760, time: 0.074) G_GAN: 2.447 G_GAN_Feat: 9.371 G_VGG: 5.579 F_Flow: 28.528 F_Warp: 1.287 W: 2.708 D_real: 1.834 D_fake: 0.087 
(epoch: 35, iters: 3060, time: 0.071) G_GAN: 0.559 G_GAN_Feat: 9.668 G_VGG: 5.456 F_Flow: 25.714 F_Warp: 1.196 W: 2.561 D_real: 0.060 D_fake: 1.452 
(epoch: 35, iters: 3360, time: 0.072) G_GAN: 2.725 G_GAN_Feat: 9.890 G_VGG: 5.390 F_Flow: 25.636 F_Warp: 1.192 W: 2.602 D_real: 1.646 D_fake: 0.201 
saving the latest model (epoch 35, total_steps 342000)
(epoch: 35, iters: 3660, time: 0.071) G_GAN: 0.739 G_GAN_Feat: 9.619 G_VGG: 5.304 F_Flow: 28.424 F_Warp: 1.220 W: 2.540 D_real: 0.156 D_fake: 1.280 
(epoch: 35, iters: 3960, time: 0.072) G_GAN: 1.472 G_GAN_Feat: 10.449 G_VGG: 5.531 F_Flow: 27.920 F_Warp: 1.211 W: 2.572 D_real: 0.338 D_fake: 1.459 
(epoch: 35, iters: 4260, time: 0.069) G_GAN: 2.401 G_GAN_Feat: 9.963 G_VGG: 5.607 F_Flow: 30.965 F_Warp: 1.325 W: 2.673 D_real: 1.377 D_fake: 0.286 
(epoch: 35, iters: 4560, time: 0.070) G_GAN: 1.099 G_GAN_Feat: 9.187 G_VGG: 5.398 F_Flow: 25.451 F_Warp: 1.213 W: 2.594 D_real: 0.313 D_fake: 1.240 
(epoch: 35, iters: 4860, time: 0.070) G_GAN: 1.675 G_GAN_Feat: 9.786 G_VGG: 5.589 F_Flow: 30.634 F_Warp: 1.317 W: 2.705 D_real: 0.660 D_fake: 0.986 
(epoch: 35, iters: 5160, time: 0.069) G_GAN: 2.418 G_GAN_Feat: 10.453 G_VGG: 5.127 F_Flow: 25.442 F_Warp: 1.153 W: 2.582 D_real: 0.861 D_fake: 0.658 
(epoch: 35, iters: 5460, time: 0.070) G_GAN: 2.356 G_GAN_Feat: 9.940 G_VGG: 5.425 F_Flow: 26.046 F_Warp: 1.235 W: 2.681 D_real: 1.605 D_fake: 0.200 
(epoch: 35, iters: 5760, time: 0.069) G_GAN: 0.823 G_GAN_Feat: 8.761 G_VGG: 4.896 F_Flow: 23.845 F_Warp: 1.025 W: 2.398 D_real: 0.330 D_fake: 1.430 
(epoch: 35, iters: 6060, time: 0.070) G_GAN: 2.520 G_GAN_Feat: 9.276 G_VGG: 5.117 F_Flow: 25.612 F_Warp: 1.137 W: 2.418 D_real: 1.817 D_fake: 0.074 
(epoch: 35, iters: 6360, time: 0.070) G_GAN: 0.629 G_GAN_Feat: 9.314 G_VGG: 5.333 F_Flow: 25.394 F_Warp: 1.163 W: 2.625 D_real: 0.169 D_fake: 1.423 
saving the latest model (epoch 35, total_steps 345000)
(epoch: 35, iters: 6660, time: 0.071) G_GAN: 1.459 G_GAN_Feat: 9.742 G_VGG: 5.418 F_Flow: 29.051 F_Warp: 1.182 W: 2.565 D_real: 0.939 D_fake: 0.570 
(epoch: 35, iters: 6960, time: 0.071) G_GAN: 2.569 G_GAN_Feat: 9.376 G_VGG: 5.475 F_Flow: 26.785 F_Warp: 1.202 W: 2.689 D_real: 1.782 D_fake: 0.149 
(epoch: 35, iters: 7260, time: 0.068) G_GAN: 1.470 G_GAN_Feat: 10.332 G_VGG: 5.631 F_Flow: 25.581 F_Warp: 1.408 W: 2.738 D_real: 0.628 D_fake: 1.005 
(epoch: 35, iters: 7560, time: 0.071) G_GAN: 1.306 G_GAN_Feat: 9.583 G_VGG: 5.564 F_Flow: 29.443 F_Warp: 1.248 W: 2.763 D_real: 0.616 D_fake: 0.654 
(epoch: 35, iters: 7860, time: 0.070) G_GAN: 1.324 G_GAN_Feat: 9.845 G_VGG: 5.184 F_Flow: 25.987 F_Warp: 1.240 W: 2.629 D_real: 0.618 D_fake: 0.702 
(epoch: 35, iters: 8160, time: 0.070) G_GAN: 0.939 G_GAN_Feat: 10.225 G_VGG: 5.224 F_Flow: 26.804 F_Warp: 1.102 W: 2.487 D_real: 0.196 D_fake: 1.850 
(epoch: 35, iters: 8460, time: 0.069) G_GAN: 2.373 G_GAN_Feat: 9.613 G_VGG: 5.497 F_Flow: 27.978 F_Warp: 1.304 W: 2.760 D_real: 1.606 D_fake: 0.156 
(epoch: 35, iters: 8760, time: 0.069) G_GAN: 0.973 G_GAN_Feat: 10.455 G_VGG: 5.749 F_Flow: 27.290 F_Warp: 1.454 W: 2.918 D_real: 0.146 D_fake: 1.344 
(epoch: 35, iters: 9060, time: 0.069) G_GAN: 2.499 G_GAN_Feat: 9.668 G_VGG: 5.011 F_Flow: 26.728 F_Warp: 1.049 W: 2.343 D_real: 1.508 D_fake: 0.209 
(epoch: 35, iters: 9360, time: 0.070) G_GAN: 1.363 G_GAN_Feat: 10.093 G_VGG: 5.233 F_Flow: 26.648 F_Warp: 1.291 W: 2.599 D_real: 0.281 D_fake: 1.329 
saving the latest model (epoch 35, total_steps 348000)
(epoch: 35, iters: 9660, time: 0.069) G_GAN: 2.020 G_GAN_Feat: 10.168 G_VGG: 5.478 F_Flow: 25.049 F_Warp: 1.221 W: 2.658 D_real: 0.642 D_fake: 0.745 
(epoch: 35, iters: 9960, time: 0.069) G_GAN: 2.046 G_GAN_Feat: 10.352 G_VGG: 5.375 F_Flow: 27.156 F_Warp: 1.183 W: 2.554 D_real: 0.485 D_fake: 1.054 
End of epoch 35 / 100 	 Time Taken: 853 sec
saving the model at the end of epoch 35, iters 348600
(epoch: 36, iters: 300, time: 0.088) G_GAN: 1.392 G_GAN_Feat: 9.592 G_VGG: 5.269 F_Flow: 29.605 F_Warp: 1.052 W: 2.422 D_real: 0.545 D_fake: 1.116 
(epoch: 36, iters: 600, time: 0.085) G_GAN: 2.683 G_GAN_Feat: 9.707 G_VGG: 5.443 F_Flow: 24.345 F_Warp: 1.188 W: 2.640 D_real: 1.823 D_fake: 0.163 
(epoch: 36, iters: 900, time: 0.083) G_GAN: 0.490 G_GAN_Feat: 9.675 G_VGG: 5.391 F_Flow: 25.370 F_Warp: 1.209 W: 2.613 D_real: 0.169 D_fake: 1.324 
(epoch: 36, iters: 1200, time: 0.080) G_GAN: 2.540 G_GAN_Feat: 8.773 G_VGG: 5.200 F_Flow: 25.990 F_Warp: 1.111 W: 2.537 D_real: 1.741 D_fake: 0.112 
(epoch: 36, iters: 1500, time: 0.078) G_GAN: 0.670 G_GAN_Feat: 9.954 G_VGG: 5.263 F_Flow: 28.061 F_Warp: 1.264 W: 2.541 D_real: 0.094 D_fake: 1.209 
(epoch: 36, iters: 1800, time: 0.077) G_GAN: 2.205 G_GAN_Feat: 9.774 G_VGG: 5.577 F_Flow: 28.556 F_Warp: 1.280 W: 2.641 D_real: 0.844 D_fake: 0.605 
(epoch: 36, iters: 2100, time: 0.078) G_GAN: 2.363 G_GAN_Feat: 10.231 G_VGG: 5.530 F_Flow: 29.310 F_Warp: 1.331 W: 2.774 D_real: 1.593 D_fake: 0.249 
(epoch: 36, iters: 2400, time: 0.076) G_GAN: 0.234 G_GAN_Feat: 8.603 G_VGG: 5.130 F_Flow: 25.688 F_Warp: 1.123 W: 2.513 D_real: 0.083 D_fake: 2.044 
saving the latest model (epoch 36, total_steps 351000)
(epoch: 36, iters: 2700, time: 0.073) G_GAN: 2.036 G_GAN_Feat: 10.005 G_VGG: 5.165 F_Flow: 26.624 F_Warp: 1.123 W: 2.496 D_real: 0.969 D_fake: 0.580 
(epoch: 36, iters: 3000, time: 0.070) G_GAN: 2.280 G_GAN_Feat: 10.684 G_VGG: 5.702 F_Flow: 25.058 F_Warp: 1.326 W: 2.849 D_real: 0.989 D_fake: 0.515 
(epoch: 36, iters: 3300, time: 0.072) G_GAN: 0.877 G_GAN_Feat: 9.725 G_VGG: 5.334 F_Flow: 26.795 F_Warp: 1.218 W: 2.589 D_real: 0.163 D_fake: 1.257 
(epoch: 36, iters: 3600, time: 0.072) G_GAN: 2.656 G_GAN_Feat: 9.697 G_VGG: 5.413 F_Flow: 29.007 F_Warp: 1.188 W: 2.501 D_real: 1.764 D_fake: 0.167 
(epoch: 36, iters: 3900, time: 0.072) G_GAN: 1.213 G_GAN_Feat: 9.418 G_VGG: 5.194 F_Flow: 27.477 F_Warp: 1.173 W: 2.482 D_real: 0.475 D_fake: 1.540 
(epoch: 36, iters: 4200, time: 0.070) G_GAN: 1.858 G_GAN_Feat: 10.272 G_VGG: 5.629 F_Flow: 27.251 F_Warp: 1.304 W: 2.702 D_real: 0.686 D_fake: 0.900 
(epoch: 36, iters: 4500, time: 0.070) G_GAN: 2.090 G_GAN_Feat: 9.580 G_VGG: 5.480 F_Flow: 25.624 F_Warp: 1.286 W: 2.761 D_real: 1.557 D_fake: 0.229 
(epoch: 36, iters: 4800, time: 0.069) G_GAN: 0.526 G_GAN_Feat: 9.334 G_VGG: 5.436 F_Flow: 28.763 F_Warp: 1.182 W: 2.679 D_real: 0.222 D_fake: 1.567 
(epoch: 36, iters: 5100, time: 0.069) G_GAN: 1.878 G_GAN_Feat: 10.255 G_VGG: 5.317 F_Flow: 25.449 F_Warp: 1.148 W: 2.617 D_real: 0.607 D_fake: 0.994 
(epoch: 36, iters: 5400, time: 0.071) G_GAN: 2.251 G_GAN_Feat: 9.274 G_VGG: 5.254 F_Flow: 29.342 F_Warp: 1.136 W: 2.563 D_real: 1.351 D_fake: 0.408 
saving the latest model (epoch 36, total_steps 354000)
(epoch: 36, iters: 5700, time: 0.071) G_GAN: 0.532 G_GAN_Feat: 9.149 G_VGG: 5.135 F_Flow: 26.514 F_Warp: 1.097 W: 2.421 D_real: 0.142 D_fake: 1.565 
(epoch: 36, iters: 6000, time: 0.071) G_GAN: 2.603 G_GAN_Feat: 10.550 G_VGG: 5.289 F_Flow: 30.371 F_Warp: 1.179 W: 2.526 D_real: 1.370 D_fake: 0.169 
(epoch: 36, iters: 6300, time: 0.070) G_GAN: 1.251 G_GAN_Feat: 9.915 G_VGG: 5.327 F_Flow: 25.010 F_Warp: 1.124 W: 2.420 D_real: 0.393 D_fake: 1.212 
(epoch: 36, iters: 6600, time: 0.071) G_GAN: 1.081 G_GAN_Feat: 9.399 G_VGG: 5.561 F_Flow: 25.255 F_Warp: 1.352 W: 2.814 D_real: 0.570 D_fake: 1.008 
(epoch: 36, iters: 6900, time: 0.070) G_GAN: 2.496 G_GAN_Feat: 10.151 G_VGG: 5.488 F_Flow: 27.176 F_Warp: 1.379 W: 2.774 D_real: 1.401 D_fake: 0.235 
(epoch: 36, iters: 7200, time: 0.069) G_GAN: 0.455 G_GAN_Feat: 9.266 G_VGG: 5.230 F_Flow: 27.142 F_Warp: 1.142 W: 2.482 D_real: 0.202 D_fake: 1.707 
(epoch: 36, iters: 7500, time: 0.071) G_GAN: 1.757 G_GAN_Feat: 10.660 G_VGG: 5.800 F_Flow: 29.841 F_Warp: 1.490 W: 2.993 D_real: 0.585 D_fake: 0.915 
(epoch: 36, iters: 7800, time: 0.070) G_GAN: 0.815 G_GAN_Feat: 9.074 G_VGG: 5.434 F_Flow: 26.409 F_Warp: 1.105 W: 2.535 D_real: 0.364 D_fake: 1.353 
(epoch: 36, iters: 8100, time: 0.071) G_GAN: 2.510 G_GAN_Feat: 9.168 G_VGG: 5.005 F_Flow: 28.476 F_Warp: 1.082 W: 2.378 D_real: 1.617 D_fake: 0.176 
(epoch: 36, iters: 8400, time: 0.070) G_GAN: 0.959 G_GAN_Feat: 9.298 G_VGG: 5.063 F_Flow: 26.427 F_Warp: 1.066 W: 2.514 D_real: 0.236 D_fake: 1.387 
saving the latest model (epoch 36, total_steps 357000)
(epoch: 36, iters: 8700, time: 0.069) G_GAN: 1.839 G_GAN_Feat: 10.074 G_VGG: 5.508 F_Flow: 31.564 F_Warp: 1.267 W: 2.769 D_real: 0.792 D_fake: 0.812 
(epoch: 36, iters: 9000, time: 0.068) G_GAN: 2.154 G_GAN_Feat: 9.542 G_VGG: 5.354 F_Flow: 25.845 F_Warp: 1.280 W: 2.768 D_real: 1.594 D_fake: 0.194 
(epoch: 36, iters: 9300, time: 0.068) G_GAN: 1.431 G_GAN_Feat: 9.425 G_VGG: 5.269 F_Flow: 25.304 F_Warp: 1.160 W: 2.577 D_real: 1.051 D_fake: 0.545 
(epoch: 36, iters: 9600, time: 0.069) G_GAN: 1.168 G_GAN_Feat: 9.669 G_VGG: 5.191 F_Flow: 27.607 F_Warp: 1.247 W: 2.696 D_real: 0.460 D_fake: 1.133 
(epoch: 36, iters: 9900, time: 0.069) G_GAN: 2.239 G_GAN_Feat: 9.197 G_VGG: 5.189 F_Flow: 24.568 F_Warp: 1.130 W: 2.558 D_real: 1.730 D_fake: 0.183 
End of epoch 36 / 100 	 Time Taken: 851 sec
(epoch: 37, iters: 240, time: 0.127) G_GAN: 1.442 G_GAN_Feat: 9.762 G_VGG: 5.458 F_Flow: 25.786 F_Warp: 1.229 W: 2.643 D_real: 0.646 D_fake: 0.869 
(epoch: 37, iters: 540, time: 0.081) G_GAN: 0.724 G_GAN_Feat: 9.572 G_VGG: 5.270 F_Flow: 25.327 F_Warp: 1.180 W: 2.491 D_real: 0.230 D_fake: 1.721 
(epoch: 37, iters: 840, time: 0.081) G_GAN: 2.596 G_GAN_Feat: 9.973 G_VGG: 5.227 F_Flow: 24.704 F_Warp: 1.182 W: 2.600 D_real: 1.692 D_fake: 0.110 
(epoch: 37, iters: 1140, time: 0.082) G_GAN: 0.845 G_GAN_Feat: 9.147 G_VGG: 5.310 F_Flow: 27.909 F_Warp: 1.202 W: 2.603 D_real: 0.483 D_fake: 1.152 
(epoch: 37, iters: 1440, time: 0.078) G_GAN: 0.978 G_GAN_Feat: 9.574 G_VGG: 5.135 F_Flow: 26.373 F_Warp: 1.110 W: 2.460 D_real: 0.354 D_fake: 1.339 
saving the latest model (epoch 37, total_steps 360000)
(epoch: 37, iters: 1740, time: 0.078) G_GAN: 2.556 G_GAN_Feat: 9.804 G_VGG: 5.091 F_Flow: 27.205 F_Warp: 1.073 W: 2.402 D_real: 1.571 D_fake: 0.152 
(epoch: 37, iters: 2040, time: 0.076) G_GAN: 0.571 G_GAN_Feat: 9.373 G_VGG: 5.317 F_Flow: 28.308 F_Warp: 1.214 W: 2.551 D_real: 0.036 D_fake: 2.059 
(epoch: 37, iters: 2340, time: 0.077) G_GAN: 2.608 G_GAN_Feat: 10.127 G_VGG: 5.449 F_Flow: 24.029 F_Warp: 1.214 W: 2.648 D_real: 1.377 D_fake: 0.226 
(epoch: 37, iters: 2640, time: 0.076) G_GAN: 0.597 G_GAN_Feat: 8.711 G_VGG: 5.175 F_Flow: 26.795 F_Warp: 1.044 W: 2.407 D_real: 0.207 D_fake: 1.381 
(epoch: 37, iters: 2940, time: 0.072) G_GAN: 2.010 G_GAN_Feat: 9.535 G_VGG: 5.177 F_Flow: 25.519 F_Warp: 1.140 W: 2.632 D_real: 0.998 D_fake: 0.647 
(epoch: 37, iters: 3240, time: 0.070) G_GAN: 2.088 G_GAN_Feat: 10.357 G_VGG: 5.585 F_Flow: 28.352 F_Warp: 1.330 W: 2.731 D_real: 1.015 D_fake: 0.587 
(epoch: 37, iters: 3540, time: 0.072) G_GAN: 2.560 G_GAN_Feat: 9.390 G_VGG: 5.464 F_Flow: 24.685 F_Warp: 1.179 W: 2.612 D_real: 2.001 D_fake: 0.118 
(epoch: 37, iters: 3840, time: 0.070) G_GAN: 1.308 G_GAN_Feat: 9.869 G_VGG: 5.485 F_Flow: 29.840 F_Warp: 1.231 W: 2.681 D_real: 0.418 D_fake: 1.221 
(epoch: 37, iters: 4140, time: 0.071) G_GAN: 2.490 G_GAN_Feat: 9.987 G_VGG: 5.298 F_Flow: 24.729 F_Warp: 1.135 W: 2.492 D_real: 1.353 D_fake: 0.393 
(epoch: 37, iters: 4440, time: 0.069) G_GAN: 0.408 G_GAN_Feat: 8.778 G_VGG: 5.266 F_Flow: 25.578 F_Warp: 1.073 W: 2.455 D_real: 0.242 D_fake: 1.803 
saving the latest model (epoch 37, total_steps 363000)
(epoch: 37, iters: 4740, time: 0.068) G_GAN: 1.929 G_GAN_Feat: 9.574 G_VGG: 5.290 F_Flow: 24.833 F_Warp: 1.236 W: 2.609 D_real: 1.042 D_fake: 0.422 
(epoch: 37, iters: 5040, time: 0.069) G_GAN: 0.898 G_GAN_Feat: 9.192 G_VGG: 5.472 F_Flow: 26.552 F_Warp: 1.143 W: 2.477 D_real: 0.410 D_fake: 1.202 
(epoch: 37, iters: 5340, time: 0.070) G_GAN: 2.459 G_GAN_Feat: 9.742 G_VGG: 5.310 F_Flow: 27.492 F_Warp: 1.221 W: 2.667 D_real: 1.708 D_fake: 0.235 
(epoch: 37, iters: 5640, time: 0.068) G_GAN: 0.892 G_GAN_Feat: 9.223 G_VGG: 5.473 F_Flow: 24.734 F_Warp: 1.219 W: 2.519 D_real: 0.431 D_fake: 1.128 
(epoch: 37, iters: 5940, time: 0.070) G_GAN: 1.586 G_GAN_Feat: 9.735 G_VGG: 5.138 F_Flow: 25.112 F_Warp: 1.030 W: 2.330 D_real: 0.660 D_fake: 0.949 
(epoch: 37, iters: 6240, time: 0.070) G_GAN: 2.033 G_GAN_Feat: 9.247 G_VGG: 5.647 F_Flow: 29.188 F_Warp: 1.177 W: 2.593 D_real: 1.633 D_fake: 0.180 
(epoch: 37, iters: 6540, time: 0.070) G_GAN: 1.418 G_GAN_Feat: 10.211 G_VGG: 5.448 F_Flow: 24.478 F_Warp: 1.233 W: 2.721 D_real: 0.502 D_fake: 0.667 
(epoch: 37, iters: 6840, time: 0.069) G_GAN: 2.156 G_GAN_Feat: 9.872 G_VGG: 5.336 F_Flow: 23.794 F_Warp: 1.199 W: 2.647 D_real: 1.337 D_fake: 0.522 
(epoch: 37, iters: 7140, time: 0.069) G_GAN: 1.224 G_GAN_Feat: 9.883 G_VGG: 5.460 F_Flow: 29.203 F_Warp: 1.210 W: 2.514 D_real: 0.477 D_fake: 1.185 
(epoch: 37, iters: 7440, time: 0.070) G_GAN: 2.416 G_GAN_Feat: 9.500 G_VGG: 5.305 F_Flow: 26.205 F_Warp: 1.144 W: 2.522 D_real: 1.812 D_fake: 0.248 
saving the latest model (epoch 37, total_steps 366000)
(epoch: 37, iters: 7740, time: 0.069) G_GAN: 0.619 G_GAN_Feat: 9.445 G_VGG: 5.587 F_Flow: 26.360 F_Warp: 1.237 W: 2.737 D_real: 0.233 D_fake: 1.579 
(epoch: 37, iters: 8040, time: 0.069) G_GAN: 2.252 G_GAN_Feat: 9.833 G_VGG: 5.169 F_Flow: 24.662 F_Warp: 1.210 W: 2.614 D_real: 1.403 D_fake: 0.231 
(epoch: 37, iters: 8340, time: 0.070) G_GAN: 0.552 G_GAN_Feat: 9.444 G_VGG: 5.227 F_Flow: 24.963 F_Warp: 1.219 W: 2.595 D_real: 0.196 D_fake: 1.426 
(epoch: 37, iters: 8640, time: 0.070) G_GAN: 1.609 G_GAN_Feat: 10.324 G_VGG: 5.309 F_Flow: 27.463 F_Warp: 1.233 W: 2.687 D_real: 0.629 D_fake: 0.903 
(epoch: 37, iters: 8940, time: 0.069) G_GAN: 2.053 G_GAN_Feat: 9.425 G_VGG: 5.218 F_Flow: 23.179 F_Warp: 1.152 W: 2.639 D_real: 1.135 D_fake: 0.483 
(epoch: 37, iters: 9240, time: 0.069) G_GAN: 1.119 G_GAN_Feat: 9.848 G_VGG: 5.416 F_Flow: 28.080 F_Warp: 1.190 W: 2.527 D_real: 0.520 D_fake: 1.301 
(epoch: 37, iters: 9540, time: 0.070) G_GAN: 2.507 G_GAN_Feat: 9.515 G_VGG: 5.460 F_Flow: 27.519 F_Warp: 1.272 W: 2.740 D_real: 1.475 D_fake: 0.291 
(epoch: 37, iters: 9840, time: 0.068) G_GAN: 0.330 G_GAN_Feat: 9.592 G_VGG: 5.425 F_Flow: 28.803 F_Warp: 1.247 W: 2.642 D_real: 0.047 D_fake: 2.275 
End of epoch 37 / 100 	 Time Taken: 853 sec
(epoch: 38, iters: 180, time: 0.123) G_GAN: 1.854 G_GAN_Feat: 9.511 G_VGG: 5.124 F_Flow: 26.636 F_Warp: 1.104 W: 2.444 D_real: 1.002 D_fake: 0.380 
(epoch: 38, iters: 480, time: 0.082) G_GAN: 0.965 G_GAN_Feat: 9.177 G_VGG: 5.246 F_Flow: 26.230 F_Warp: 1.193 W: 2.573 D_real: 0.377 D_fake: 1.131 
saving the latest model (epoch 38, total_steps 369000)
(epoch: 38, iters: 780, time: 0.082) G_GAN: 1.223 G_GAN_Feat: 9.431 G_VGG: 5.452 F_Flow: 28.138 F_Warp: 1.148 W: 2.515 D_real: 0.613 D_fake: 0.788 
(epoch: 38, iters: 1080, time: 0.083) G_GAN: 1.319 G_GAN_Feat: 10.014 G_VGG: 5.519 F_Flow: 28.445 F_Warp: 1.294 W: 2.643 D_real: 0.360 D_fake: 1.114 
(epoch: 38, iters: 1380, time: 0.080) G_GAN: 1.729 G_GAN_Feat: 10.523 G_VGG: 5.355 F_Flow: 26.069 F_Warp: 1.140 W: 2.544 D_real: 0.291 D_fake: 1.584 
(epoch: 38, iters: 1680, time: 0.079) G_GAN: 2.158 G_GAN_Feat: 9.023 G_VGG: 5.263 F_Flow: 24.557 F_Warp: 1.155 W: 2.623 D_real: 1.548 D_fake: 0.235 
(epoch: 38, iters: 1980, time: 0.076) G_GAN: 1.282 G_GAN_Feat: 9.885 G_VGG: 5.472 F_Flow: 29.995 F_Warp: 1.232 W: 2.601 D_real: 0.622 D_fake: 0.776 
(epoch: 38, iters: 2280, time: 0.075) G_GAN: 1.591 G_GAN_Feat: 9.776 G_VGG: 5.368 F_Flow: 27.563 F_Warp: 1.188 W: 2.628 D_real: 0.524 D_fake: 1.239 
(epoch: 38, iters: 2580, time: 0.076) G_GAN: 1.289 G_GAN_Feat: 10.138 G_VGG: 5.308 F_Flow: 25.529 F_Warp: 1.112 W: 2.545 D_real: 0.445 D_fake: 1.387 
(epoch: 38, iters: 2880, time: 0.071) G_GAN: 2.683 G_GAN_Feat: 10.182 G_VGG: 5.374 F_Flow: 26.958 F_Warp: 1.121 W: 2.570 D_real: 1.681 D_fake: 0.263 
(epoch: 38, iters: 3180, time: 0.071) G_GAN: 0.621 G_GAN_Feat: 9.022 G_VGG: 5.058 F_Flow: 26.895 F_Warp: 1.050 W: 2.442 D_real: 0.319 D_fake: 1.356 
(epoch: 38, iters: 3480, time: 0.070) G_GAN: 2.577 G_GAN_Feat: 9.826 G_VGG: 5.625 F_Flow: 28.466 F_Warp: 1.405 W: 2.807 D_real: 1.841 D_fake: 0.096 
saving the latest model (epoch 38, total_steps 372000)
(epoch: 38, iters: 3780, time: 0.071) G_GAN: 1.280 G_GAN_Feat: 9.126 G_VGG: 5.056 F_Flow: 23.888 F_Warp: 1.089 W: 2.490 D_real: 0.558 D_fake: 1.068 
(epoch: 38, iters: 4080, time: 0.070) G_GAN: 2.210 G_GAN_Feat: 9.159 G_VGG: 5.542 F_Flow: 29.568 F_Warp: 1.194 W: 2.620 D_real: 1.575 D_fake: 0.266 
(epoch: 38, iters: 4380, time: 0.070) G_GAN: 1.245 G_GAN_Feat: 9.749 G_VGG: 5.228 F_Flow: 26.843 F_Warp: 1.160 W: 2.564 D_real: 0.573 D_fake: 0.956 
(epoch: 38, iters: 4680, time: 0.071) G_GAN: 2.098 G_GAN_Feat: 9.626 G_VGG: 5.010 F_Flow: 25.349 F_Warp: 1.092 W: 2.424 D_real: 1.395 D_fake: 0.410 
(epoch: 38, iters: 4980, time: 0.070) G_GAN: 0.865 G_GAN_Feat: 9.540 G_VGG: 5.133 F_Flow: 24.971 F_Warp: 1.128 W: 2.637 D_real: 0.303 D_fake: 0.945 
(epoch: 38, iters: 5280, time: 0.071) G_GAN: 2.485 G_GAN_Feat: 9.689 G_VGG: 5.158 F_Flow: 26.477 F_Warp: 1.086 W: 2.429 D_real: 1.654 D_fake: 0.124 
(epoch: 38, iters: 5580, time: 0.070) G_GAN: 1.198 G_GAN_Feat: 10.225 G_VGG: 5.264 F_Flow: 27.836 F_Warp: 1.146 W: 2.533 D_real: 0.176 D_fake: 1.311 
(epoch: 38, iters: 5880, time: 0.070) G_GAN: 2.409 G_GAN_Feat: 9.169 G_VGG: 5.595 F_Flow: 30.959 F_Warp: 1.291 W: 2.631 D_real: 1.752 D_fake: 0.089 
(epoch: 38, iters: 6180, time: 0.069) G_GAN: 0.861 G_GAN_Feat: 9.611 G_VGG: 5.285 F_Flow: 27.144 F_Warp: 1.196 W: 2.707 D_real: 0.285 D_fake: 1.501 
(epoch: 38, iters: 6480, time: 0.069) G_GAN: 1.880 G_GAN_Feat: 9.034 G_VGG: 5.354 F_Flow: 26.558 F_Warp: 1.295 W: 2.743 D_real: 1.461 D_fake: 0.304 
saving the latest model (epoch 38, total_steps 375000)
(epoch: 38, iters: 6780, time: 0.069) G_GAN: 0.933 G_GAN_Feat: 9.698 G_VGG: 5.509 F_Flow: 24.607 F_Warp: 1.363 W: 2.841 D_real: 0.469 D_fake: 1.296 
(epoch: 38, iters: 7080, time: 0.070) G_GAN: 1.979 G_GAN_Feat: 9.550 G_VGG: 5.373 F_Flow: 25.917 F_Warp: 1.176 W: 2.589 D_real: 1.306 D_fake: 0.196 
(epoch: 38, iters: 7380, time: 0.070) G_GAN: 0.490 G_GAN_Feat: 9.259 G_VGG: 5.546 F_Flow: 33.560 F_Warp: 1.331 W: 2.788 D_real: 0.184 D_fake: 1.531 
(epoch: 38, iters: 7680, time: 0.070) G_GAN: 1.597 G_GAN_Feat: 9.440 G_VGG: 5.337 F_Flow: 27.066 F_Warp: 1.160 W: 2.519 D_real: 0.935 D_fake: 0.676 
(epoch: 38, iters: 7980, time: 0.071) G_GAN: 1.284 G_GAN_Feat: 9.074 G_VGG: 5.162 F_Flow: 27.830 F_Warp: 1.068 W: 2.414 D_real: 0.964 D_fake: 0.784 
(epoch: 38, iters: 8280, time: 0.069) G_GAN: 0.497 G_GAN_Feat: 9.620 G_VGG: 5.547 F_Flow: 27.068 F_Warp: 1.285 W: 2.715 D_real: 0.091 D_fake: 1.656 
(epoch: 38, iters: 8580, time: 0.068) G_GAN: 1.897 G_GAN_Feat: 10.279 G_VGG: 5.601 F_Flow: 23.991 F_Warp: 1.487 W: 2.992 D_real: 0.908 D_fake: 0.530 
(epoch: 38, iters: 8880, time: 0.069) G_GAN: 2.068 G_GAN_Feat: 9.661 G_VGG: 5.816 F_Flow: 30.771 F_Warp: 1.414 W: 2.845 D_real: 1.141 D_fake: 0.457 
(epoch: 38, iters: 9180, time: 0.070) G_GAN: 1.484 G_GAN_Feat: 9.123 G_VGG: 5.212 F_Flow: 28.287 F_Warp: 1.125 W: 2.564 D_real: 0.903 D_fake: 0.535 
(epoch: 38, iters: 9480, time: 0.070) G_GAN: 0.327 G_GAN_Feat: 9.438 G_VGG: 5.484 F_Flow: 28.759 F_Warp: 1.246 W: 2.572 D_real: 0.119 D_fake: 1.790 
saving the latest model (epoch 38, total_steps 378000)
(epoch: 38, iters: 9780, time: 0.070) G_GAN: 2.457 G_GAN_Feat: 9.055 G_VGG: 5.184 F_Flow: 26.104 F_Warp: 1.105 W: 2.468 D_real: 1.656 D_fake: 0.098 
End of epoch 38 / 100 	 Time Taken: 864 sec
(epoch: 39, iters: 120, time: 0.121) G_GAN: 0.990 G_GAN_Feat: 9.625 G_VGG: 5.320 F_Flow: 27.589 F_Warp: 1.171 W: 2.536 D_real: 0.320 D_fake: 1.077 
(epoch: 39, iters: 420, time: 0.083) G_GAN: 1.596 G_GAN_Feat: 10.049 G_VGG: 5.270 F_Flow: 28.040 F_Warp: 1.188 W: 2.607 D_real: 0.503 D_fake: 1.147 
(epoch: 39, iters: 720, time: 0.084) G_GAN: 2.165 G_GAN_Feat: 9.148 G_VGG: 5.101 F_Flow: 26.015 F_Warp: 1.094 W: 2.512 D_real: 1.585 D_fake: 0.193 
(epoch: 39, iters: 1020, time: 0.086) G_GAN: 0.828 G_GAN_Feat: 8.639 G_VGG: 5.107 F_Flow: 26.144 F_Warp: 1.041 W: 2.473 D_real: 0.369 D_fake: 1.161 
(epoch: 39, iters: 1320, time: 0.080) G_GAN: 1.129 G_GAN_Feat: 10.258 G_VGG: 5.391 F_Flow: 28.548 F_Warp: 1.226 W: 2.670 D_real: 0.382 D_fake: 1.253 
(epoch: 39, iters: 1620, time: 0.077) G_GAN: 2.035 G_GAN_Feat: 9.653 G_VGG: 5.388 F_Flow: 24.866 F_Warp: 1.207 W: 2.606 D_real: 1.141 D_fake: 0.445 
(epoch: 39, iters: 1920, time: 0.075) G_GAN: 1.029 G_GAN_Feat: 9.812 G_VGG: 5.620 F_Flow: 31.608 F_Warp: 1.318 W: 2.674 D_real: 0.400 D_fake: 1.229 
(epoch: 39, iters: 2220, time: 0.078) G_GAN: 2.722 G_GAN_Feat: 9.413 G_VGG: 5.466 F_Flow: 26.309 F_Warp: 1.230 W: 2.602 D_real: 2.089 D_fake: 0.049 
(epoch: 39, iters: 2520, time: 0.079) G_GAN: 0.767 G_GAN_Feat: 9.287 G_VGG: 5.094 F_Flow: 25.643 F_Warp: 1.218 W: 2.499 D_real: 0.283 D_fake: 1.154 
saving the latest model (epoch 39, total_steps 381000)
(epoch: 39, iters: 2820, time: 0.072) G_GAN: 1.605 G_GAN_Feat: 9.486 G_VGG: 5.721 F_Flow: 29.891 F_Warp: 1.306 W: 2.690 D_real: 0.943 D_fake: 0.552 
(epoch: 39, iters: 3120, time: 0.071) G_GAN: 1.310 G_GAN_Feat: 9.800 G_VGG: 5.378 F_Flow: 25.640 F_Warp: 1.240 W: 2.662 D_real: 0.441 D_fake: 1.207 
(epoch: 39, iters: 3420, time: 0.073) G_GAN: 1.054 G_GAN_Feat: 9.408 G_VGG: 5.478 F_Flow: 30.362 F_Warp: 1.273 W: 2.662 D_real: 0.571 D_fake: 1.075 
(epoch: 39, iters: 3720, time: 0.072) G_GAN: 2.500 G_GAN_Feat: 9.689 G_VGG: 5.462 F_Flow: 33.638 F_Warp: 1.201 W: 2.730 D_real: 1.758 D_fake: 0.139 
(epoch: 39, iters: 4020, time: 0.071) G_GAN: 1.604 G_GAN_Feat: 9.444 G_VGG: 5.256 F_Flow: 25.987 F_Warp: 1.146 W: 2.569 D_real: 0.647 D_fake: 0.948 
(epoch: 39, iters: 4320, time: 0.071) G_GAN: 1.407 G_GAN_Feat: 9.751 G_VGG: 5.614 F_Flow: 27.710 F_Warp: 1.259 W: 2.681 D_real: 0.774 D_fake: 0.797 
(epoch: 39, iters: 4620, time: 0.070) G_GAN: 0.642 G_GAN_Feat: 9.424 G_VGG: 5.280 F_Flow: 26.502 F_Warp: 1.189 W: 2.595 D_real: 0.337 D_fake: 1.488 
(epoch: 39, iters: 4920, time: 0.070) G_GAN: 2.171 G_GAN_Feat: 9.733 G_VGG: 5.499 F_Flow: 27.921 F_Warp: 1.334 W: 2.781 D_real: 1.377 D_fake: 0.290 
(epoch: 39, iters: 5220, time: 0.069) G_GAN: 1.016 G_GAN_Feat: 9.559 G_VGG: 5.428 F_Flow: 25.760 F_Warp: 1.166 W: 2.612 D_real: 0.437 D_fake: 0.984 
(epoch: 39, iters: 5520, time: 0.070) G_GAN: 1.881 G_GAN_Feat: 9.769 G_VGG: 5.470 F_Flow: 26.998 F_Warp: 1.281 W: 2.626 D_real: 1.085 D_fake: 0.526 
saving the latest model (epoch 39, total_steps 384000)
(epoch: 39, iters: 5820, time: 0.069) G_GAN: 1.132 G_GAN_Feat: 9.272 G_VGG: 5.481 F_Flow: 30.510 F_Warp: 1.290 W: 2.696 D_real: 0.632 D_fake: 1.001 
(epoch: 39, iters: 6120, time: 0.070) G_GAN: 2.575 G_GAN_Feat: 9.304 G_VGG: 5.302 F_Flow: 23.683 F_Warp: 1.185 W: 2.670 D_real: 2.037 D_fake: 0.066 
(epoch: 39, iters: 6420, time: 0.070) G_GAN: 0.841 G_GAN_Feat: 9.326 G_VGG: 5.519 F_Flow: 29.086 F_Warp: 1.396 W: 2.716 D_real: 0.368 D_fake: 1.234 
(epoch: 39, iters: 6720, time: 0.069) G_GAN: 1.656 G_GAN_Feat: 9.092 G_VGG: 5.097 F_Flow: 25.914 F_Warp: 1.043 W: 2.417 D_real: 0.938 D_fake: 0.681 
(epoch: 39, iters: 7020, time: 0.069) G_GAN: 0.913 G_GAN_Feat: 9.683 G_VGG: 5.558 F_Flow: 28.566 F_Warp: 1.345 W: 2.924 D_real: 0.319 D_fake: 1.384 
(epoch: 39, iters: 7320, time: 0.071) G_GAN: 2.043 G_GAN_Feat: 9.117 G_VGG: 5.100 F_Flow: 25.985 F_Warp: 1.026 W: 2.437 D_real: 1.437 D_fake: 0.264 
(epoch: 39, iters: 7620, time: 0.069) G_GAN: 1.069 G_GAN_Feat: 9.540 G_VGG: 5.461 F_Flow: 27.417 F_Warp: 1.251 W: 2.715 D_real: 0.444 D_fake: 1.607 
(epoch: 39, iters: 7920, time: 0.070) G_GAN: 2.274 G_GAN_Feat: 10.084 G_VGG: 5.268 F_Flow: 25.190 F_Warp: 1.182 W: 2.649 D_real: 0.968 D_fake: 0.346 
(epoch: 39, iters: 8220, time: 0.070) G_GAN: 0.255 G_GAN_Feat: 9.076 G_VGG: 5.428 F_Flow: 24.091 F_Warp: 1.163 W: 2.659 D_real: 0.063 D_fake: 2.080 
(epoch: 39, iters: 8520, time: 0.069) G_GAN: 2.003 G_GAN_Feat: 9.332 G_VGG: 5.477 F_Flow: 24.271 F_Warp: 1.283 W: 2.742 D_real: 1.085 D_fake: 0.338 
saving the latest model (epoch 39, total_steps 387000)
(epoch: 39, iters: 8820, time: 0.069) G_GAN: 1.502 G_GAN_Feat: 9.548 G_VGG: 5.484 F_Flow: 25.487 F_Warp: 1.199 W: 2.601 D_real: 0.822 D_fake: 0.750 
(epoch: 39, iters: 9120, time: 0.069) G_GAN: 2.350 G_GAN_Feat: 9.773 G_VGG: 5.156 F_Flow: 25.521 F_Warp: 1.104 W: 2.414 D_real: 1.485 D_fake: 0.401 
(epoch: 39, iters: 9420, time: 0.071) G_GAN: 0.599 G_GAN_Feat: 9.202 G_VGG: 5.390 F_Flow: 25.674 F_Warp: 1.234 W: 2.549 D_real: 0.199 D_fake: 1.616 
(epoch: 39, iters: 9720, time: 0.069) G_GAN: 2.368 G_GAN_Feat: 8.746 G_VGG: 5.192 F_Flow: 24.011 F_Warp: 1.089 W: 2.430 D_real: 1.537 D_fake: 0.235 
End of epoch 39 / 100 	 Time Taken: 871 sec
(epoch: 40, iters: 60, time: 0.118) G_GAN: 0.361 G_GAN_Feat: 9.547 G_VGG: 5.401 F_Flow: 28.911 F_Warp: 1.325 W: 2.780 D_real: 0.038 D_fake: 1.999 
(epoch: 40, iters: 360, time: 0.085) G_GAN: 2.211 G_GAN_Feat: 9.636 G_VGG: 5.315 F_Flow: 27.215 F_Warp: 1.275 W: 2.707 D_real: 1.217 D_fake: 0.370 
(epoch: 40, iters: 660, time: 0.082) G_GAN: 1.244 G_GAN_Feat: 9.599 G_VGG: 5.180 F_Flow: 26.173 F_Warp: 1.208 W: 2.666 D_real: 0.480 D_fake: 1.017 
(epoch: 40, iters: 960, time: 0.084) G_GAN: 1.124 G_GAN_Feat: 9.166 G_VGG: 5.297 F_Flow: 25.247 F_Warp: 1.102 W: 2.582 D_real: 0.619 D_fake: 0.917 
(epoch: 40, iters: 1260, time: 0.083) G_GAN: 0.995 G_GAN_Feat: 9.518 G_VGG: 5.556 F_Flow: 30.467 F_Warp: 1.285 W: 2.763 D_real: 0.436 D_fake: 1.393 
(epoch: 40, iters: 1560, time: 0.077) G_GAN: 2.037 G_GAN_Feat: 8.947 G_VGG: 4.957 F_Flow: 25.889 F_Warp: 1.053 W: 2.384 D_real: 1.300 D_fake: 0.380 
saving the latest model (epoch 40, total_steps 390000)
(epoch: 40, iters: 1860, time: 0.077) G_GAN: 0.827 G_GAN_Feat: 9.446 G_VGG: 5.246 F_Flow: 26.708 F_Warp: 1.139 W: 2.542 D_real: 0.318 D_fake: 1.293 
(epoch: 40, iters: 2160, time: 0.078) G_GAN: 2.054 G_GAN_Feat: 9.305 G_VGG: 5.289 F_Flow: 27.001 F_Warp: 1.232 W: 2.630 D_real: 1.353 D_fake: 0.408 
(epoch: 40, iters: 2460, time: 0.076) G_GAN: 1.985 G_GAN_Feat: 10.040 G_VGG: 5.401 F_Flow: 26.562 F_Warp: 1.391 W: 2.741 D_real: 1.288 D_fake: 0.486 
(epoch: 40, iters: 2760, time: 0.073) G_GAN: 1.480 G_GAN_Feat: 9.513 G_VGG: 5.117 F_Flow: 24.510 F_Warp: 1.124 W: 2.559 D_real: 0.565 D_fake: 0.879 
(epoch: 40, iters: 3060, time: 0.071) G_GAN: 1.513 G_GAN_Feat: 9.605 G_VGG: 5.332 F_Flow: 28.647 F_Warp: 1.096 W: 2.545 D_real: 1.009 D_fake: 0.846 
(epoch: 40, iters: 3360, time: 0.072) G_GAN: 0.627 G_GAN_Feat: 9.735 G_VGG: 5.473 F_Flow: 27.444 F_Warp: 1.294 W: 2.580 D_real: 0.191 D_fake: 1.403 
(epoch: 40, iters: 3660, time: 0.071) G_GAN: 2.422 G_GAN_Feat: 9.149 G_VGG: 5.317 F_Flow: 30.872 F_Warp: 1.211 W: 2.687 D_real: 1.851 D_fake: 0.084 
(epoch: 40, iters: 3960, time: 0.071) G_GAN: 1.091 G_GAN_Feat: 9.035 G_VGG: 5.287 F_Flow: 28.474 F_Warp: 1.157 W: 2.565 D_real: 0.659 D_fake: 0.899 
(epoch: 40, iters: 4260, time: 0.070) G_GAN: 1.649 G_GAN_Feat: 9.566 G_VGG: 5.290 F_Flow: 28.626 F_Warp: 1.137 W: 2.637 D_real: 1.008 D_fake: 0.800 
(epoch: 40, iters: 4560, time: 0.071) G_GAN: 0.310 G_GAN_Feat: 9.222 G_VGG: 5.351 F_Flow: 28.379 F_Warp: 1.264 W: 2.679 D_real: 0.084 D_fake: 1.980 
saving the latest model (epoch 40, total_steps 393000)
(epoch: 40, iters: 4860, time: 0.069) G_GAN: 1.500 G_GAN_Feat: 9.120 G_VGG: 5.315 F_Flow: 28.164 F_Warp: 1.128 W: 2.494 D_real: 0.904 D_fake: 0.632 
(epoch: 40, iters: 5160, time: 0.070) G_GAN: 0.917 G_GAN_Feat: 9.728 G_VGG: 5.287 F_Flow: 27.187 F_Warp: 1.107 W: 2.508 D_real: 0.394 D_fake: 1.126 
(epoch: 40, iters: 5460, time: 0.072) G_GAN: 2.267 G_GAN_Feat: 9.746 G_VGG: 5.192 F_Flow: 26.980 F_Warp: 1.084 W: 2.495 D_real: 1.596 D_fake: 0.119 
(epoch: 40, iters: 5760, time: 0.070) G_GAN: 0.750 G_GAN_Feat: 10.203 G_VGG: 5.429 F_Flow: 25.773 F_Warp: 1.315 W: 2.705 D_real: 0.228 D_fake: 1.561 
(epoch: 40, iters: 6060, time: 0.071) G_GAN: 2.033 G_GAN_Feat: 8.792 G_VGG: 5.307 F_Flow: 26.447 F_Warp: 1.160 W: 2.516 D_real: 1.322 D_fake: 0.344 
(epoch: 40, iters: 6360, time: 0.071) G_GAN: 0.496 G_GAN_Feat: 9.232 G_VGG: 5.484 F_Flow: 27.546 F_Warp: 1.284 W: 2.695 D_real: 0.148 D_fake: 1.668 
(epoch: 40, iters: 6660, time: 0.072) G_GAN: 2.210 G_GAN_Feat: 9.993 G_VGG: 5.429 F_Flow: 28.191 F_Warp: 1.294 W: 2.642 D_real: 1.183 D_fake: 0.367 
(epoch: 40, iters: 6960, time: 0.069) G_GAN: 1.304 G_GAN_Feat: 9.284 G_VGG: 5.235 F_Flow: 24.964 F_Warp: 1.210 W: 2.468 D_real: 0.561 D_fake: 0.863 
(epoch: 40, iters: 7260, time: 0.071) G_GAN: 2.434 G_GAN_Feat: 9.765 G_VGG: 5.342 F_Flow: 24.965 F_Warp: 1.276 W: 2.608 D_real: 1.555 D_fake: 0.219 
(epoch: 40, iters: 7560, time: 0.071) G_GAN: 0.392 G_GAN_Feat: 8.775 G_VGG: 5.296 F_Flow: 25.796 F_Warp: 1.176 W: 2.570 D_real: 0.210 D_fake: 1.723 
saving the latest model (epoch 40, total_steps 396000)
(epoch: 40, iters: 7860, time: 0.071) G_GAN: 1.605 G_GAN_Feat: 9.724 G_VGG: 5.263 F_Flow: 25.303 F_Warp: 1.154 W: 2.545 D_real: 0.922 D_fake: 0.591 
(epoch: 40, iters: 8160, time: 0.070) G_GAN: 1.168 G_GAN_Feat: 9.402 G_VGG: 5.438 F_Flow: 26.969 F_Warp: 1.215 W: 2.558 D_real: 0.644 D_fake: 1.040 
(epoch: 40, iters: 8460, time: 0.069) G_GAN: 1.628 G_GAN_Feat: 9.518 G_VGG: 5.444 F_Flow: 26.656 F_Warp: 1.225 W: 2.606 D_real: 1.069 D_fake: 0.681 
(epoch: 40, iters: 8760, time: 0.069) G_GAN: 1.513 G_GAN_Feat: 9.457 G_VGG: 5.181 F_Flow: 24.087 F_Warp: 1.141 W: 2.555 D_real: 0.987 D_fake: 0.775 
(epoch: 40, iters: 9060, time: 0.069) G_GAN: 0.450 G_GAN_Feat: 9.123 G_VGG: 5.225 F_Flow: 24.183 F_Warp: 1.155 W: 2.495 D_real: 0.312 D_fake: 1.489 
(epoch: 40, iters: 9360, time: 0.069) G_GAN: 1.968 G_GAN_Feat: 9.367 G_VGG: 5.452 F_Flow: 26.887 F_Warp: 1.364 W: 2.814 D_real: 1.392 D_fake: 0.334 
(epoch: 40, iters: 9660, time: 0.070) G_GAN: 2.302 G_GAN_Feat: 8.805 G_VGG: 5.072 F_Flow: 24.213 F_Warp: 1.086 W: 2.509 D_real: 1.939 D_fake: 0.073 
(epoch: 40, iters: 9960, time: 0.070) G_GAN: 0.601 G_GAN_Feat: 9.566 G_VGG: 5.233 F_Flow: 25.530 F_Warp: 1.170 W: 2.718 D_real: 0.168 D_fake: 1.669 
End of epoch 40 / 100 	 Time Taken: 884 sec
saving the model at the end of epoch 40, iters 398400
(epoch: 41, iters: 300, time: 0.092) G_GAN: 1.858 G_GAN_Feat: 9.716 G_VGG: 5.420 F_Flow: 25.901 F_Warp: 1.336 W: 2.655 D_real: 0.920 D_fake: 0.585 
(epoch: 41, iters: 600, time: 0.083) G_GAN: 1.383 G_GAN_Feat: 9.322 G_VGG: 5.138 F_Flow: 25.501 F_Warp: 1.091 W: 2.479 D_real: 0.847 D_fake: 0.668 
saving the latest model (epoch 41, total_steps 399000)
(epoch: 41, iters: 900, time: 0.081) G_GAN: 0.975 G_GAN_Feat: 9.640 G_VGG: 5.457 F_Flow: 27.115 F_Warp: 1.182 W: 2.622 D_real: 0.282 D_fake: 1.608 
(epoch: 41, iters: 1200, time: 0.082) G_GAN: 2.482 G_GAN_Feat: 9.736 G_VGG: 5.421 F_Flow: 26.450 F_Warp: 1.248 W: 2.633 D_real: 1.619 D_fake: 0.176 
(epoch: 41, iters: 1500, time: 0.077) G_GAN: 0.281 G_GAN_Feat: 8.981 G_VGG: 5.332 F_Flow: 25.754 F_Warp: 1.127 W: 2.581 D_real: 0.089 D_fake: 1.931 
(epoch: 41, iters: 1800, time: 0.076) G_GAN: 1.973 G_GAN_Feat: 9.160 G_VGG: 5.254 F_Flow: 29.079 F_Warp: 1.077 W: 2.521 D_real: 1.261 D_fake: 0.456 
(epoch: 41, iters: 2100, time: 0.076) G_GAN: 1.109 G_GAN_Feat: 9.145 G_VGG: 5.169 F_Flow: 22.965 F_Warp: 1.119 W: 2.477 D_real: 0.569 D_fake: 0.980 
(epoch: 41, iters: 2400, time: 0.077) G_GAN: 1.065 G_GAN_Feat: 9.730 G_VGG: 5.602 F_Flow: 28.092 F_Warp: 1.326 W: 2.749 D_real: 0.523 D_fake: 1.349 
(epoch: 41, iters: 2700, time: 0.075) G_GAN: 2.305 G_GAN_Feat: 9.076 G_VGG: 5.279 F_Flow: 24.804 F_Warp: 1.199 W: 2.683 D_real: 1.781 D_fake: 0.269 
(epoch: 41, iters: 3000, time: 0.071) G_GAN: 1.121 G_GAN_Feat: 9.724 G_VGG: 5.629 F_Flow: 24.063 F_Warp: 1.303 W: 2.621 D_real: 0.455 D_fake: 1.199 
(epoch: 41, iters: 3300, time: 0.072) G_GAN: 2.232 G_GAN_Feat: 9.284 G_VGG: 5.252 F_Flow: 26.233 F_Warp: 1.244 W: 2.534 D_real: 1.739 D_fake: 0.184 
(epoch: 41, iters: 3600, time: 0.070) G_GAN: 0.521 G_GAN_Feat: 9.230 G_VGG: 5.298 F_Flow: 26.106 F_Warp: 1.182 W: 2.515 D_real: 0.228 D_fake: 1.585 
saving the latest model (epoch 41, total_steps 402000)
(epoch: 41, iters: 3900, time: 0.070) G_GAN: 1.602 G_GAN_Feat: 9.821 G_VGG: 5.215 F_Flow: 25.272 F_Warp: 1.196 W: 2.631 D_real: 0.668 D_fake: 0.886 
(epoch: 41, iters: 4200, time: 0.070) G_GAN: 2.548 G_GAN_Feat: 9.604 G_VGG: 5.382 F_Flow: 29.755 F_Warp: 1.280 W: 2.651 D_real: 1.656 D_fake: 0.276 
(epoch: 41, iters: 4500, time: 0.071) G_GAN: 0.517 G_GAN_Feat: 9.244 G_VGG: 5.256 F_Flow: 29.886 F_Warp: 1.127 W: 2.578 D_real: 0.245 D_fake: 1.477 
(epoch: 41, iters: 4800, time: 0.069) G_GAN: 1.922 G_GAN_Feat: 9.416 G_VGG: 5.313 F_Flow: 27.347 F_Warp: 1.150 W: 2.519 D_real: 1.180 D_fake: 0.338 
(epoch: 41, iters: 5100, time: 0.070) G_GAN: 1.945 G_GAN_Feat: 9.455 G_VGG: 5.200 F_Flow: 28.401 F_Warp: 1.202 W: 2.506 D_real: 1.149 D_fake: 0.645 
(epoch: 41, iters: 5400, time: 0.069) G_GAN: 1.211 G_GAN_Feat: 8.975 G_VGG: 5.566 F_Flow: 29.494 F_Warp: 1.093 W: 2.456 D_real: 0.809 D_fake: 0.913 
(epoch: 41, iters: 5700, time: 0.069) G_GAN: 1.698 G_GAN_Feat: 9.116 G_VGG: 5.403 F_Flow: 26.082 F_Warp: 1.201 W: 2.663 D_real: 1.159 D_fake: 0.407 
(epoch: 41, iters: 6000, time: 0.070) G_GAN: 0.469 G_GAN_Feat: 9.135 G_VGG: 5.306 F_Flow: 26.060 F_Warp: 1.148 W: 2.588 D_real: 0.253 D_fake: 1.571 
(epoch: 41, iters: 6300, time: 0.070) G_GAN: 2.228 G_GAN_Feat: 9.463 G_VGG: 5.433 F_Flow: 24.263 F_Warp: 1.284 W: 2.631 D_real: 1.772 D_fake: 0.102 
(epoch: 41, iters: 6600, time: 0.069) G_GAN: 1.527 G_GAN_Feat: 9.879 G_VGG: 5.418 F_Flow: 28.099 F_Warp: 1.170 W: 2.562 D_real: 0.595 D_fake: 0.881 
saving the latest model (epoch 41, total_steps 405000)
(epoch: 41, iters: 6900, time: 0.070) G_GAN: 1.388 G_GAN_Feat: 9.467 G_VGG: 5.421 F_Flow: 26.036 F_Warp: 1.182 W: 2.539 D_real: 0.755 D_fake: 0.844 
(epoch: 41, iters: 7200, time: 0.069) G_GAN: 2.261 G_GAN_Feat: 9.866 G_VGG: 5.580 F_Flow: 27.963 F_Warp: 1.362 W: 2.916 D_real: 1.473 D_fake: 0.214 
(epoch: 41, iters: 7500, time: 0.071) G_GAN: 0.706 G_GAN_Feat: 8.953 G_VGG: 5.184 F_Flow: 24.795 F_Warp: 1.157 W: 2.505 D_real: 0.302 D_fake: 1.188 
(epoch: 41, iters: 7800, time: 0.070) G_GAN: 2.189 G_GAN_Feat: 9.004 G_VGG: 5.149 F_Flow: 27.707 F_Warp: 1.056 W: 2.343 D_real: 1.428 D_fake: 0.323 
(epoch: 41, iters: 8100, time: 0.070) G_GAN: 1.168 G_GAN_Feat: 9.844 G_VGG: 5.721 F_Flow: 27.974 F_Warp: 1.336 W: 2.751 D_real: 0.418 D_fake: 1.270 
(epoch: 41, iters: 8400, time: 0.070) G_GAN: 1.738 G_GAN_Feat: 9.585 G_VGG: 5.185 F_Flow: 23.582 F_Warp: 1.132 W: 2.448 D_real: 0.919 D_fake: 0.707 
(epoch: 41, iters: 8700, time: 0.069) G_GAN: 0.184 G_GAN_Feat: 9.539 G_VGG: 5.244 F_Flow: 27.843 F_Warp: 1.199 W: 2.627 D_real: 0.058 D_fake: 1.857 
(epoch: 41, iters: 9000, time: 0.068) G_GAN: 1.946 G_GAN_Feat: 8.765 G_VGG: 5.182 F_Flow: 28.506 F_Warp: 1.110 W: 2.397 D_real: 1.479 D_fake: 0.246 
(epoch: 41, iters: 9300, time: 0.068) G_GAN: 0.815 G_GAN_Feat: 8.768 G_VGG: 5.001 F_Flow: 26.674 F_Warp: 1.000 W: 2.480 D_real: 0.447 D_fake: 1.255 
(epoch: 41, iters: 9600, time: 0.070) G_GAN: 2.010 G_GAN_Feat: 9.494 G_VGG: 5.066 F_Flow: 24.838 F_Warp: 1.071 W: 2.444 D_real: 1.020 D_fake: 0.550 
saving the latest model (epoch 41, total_steps 408000)
(epoch: 41, iters: 9900, time: 0.069) G_GAN: 0.530 G_GAN_Feat: 9.247 G_VGG: 5.349 F_Flow: 28.123 F_Warp: 1.157 W: 2.607 D_real: 0.121 D_fake: 1.632 
End of epoch 41 / 100 	 Time Taken: 884 sec
(epoch: 42, iters: 240, time: 0.130) G_GAN: 2.492 G_GAN_Feat: 9.551 G_VGG: 5.357 F_Flow: 32.291 F_Warp: 1.256 W: 2.697 D_real: 1.767 D_fake: 0.171 
(epoch: 42, iters: 540, time: 0.083) G_GAN: 1.204 G_GAN_Feat: 9.202 G_VGG: 5.345 F_Flow: 27.331 F_Warp: 1.283 W: 2.787 D_real: 0.608 D_fake: 0.937 
(epoch: 42, iters: 840, time: 0.083) G_GAN: 1.759 G_GAN_Feat: 9.306 G_VGG: 5.592 F_Flow: 29.476 F_Warp: 1.315 W: 2.679 D_real: 1.065 D_fake: 0.866 
(epoch: 42, iters: 1140, time: 0.084) G_GAN: 2.222 G_GAN_Feat: 9.570 G_VGG: 5.180 F_Flow: 31.281 F_Warp: 1.128 W: 2.548 D_real: 1.587 D_fake: 0.232 
(epoch: 42, iters: 1440, time: 0.079) G_GAN: 1.057 G_GAN_Feat: 9.159 G_VGG: 5.360 F_Flow: 25.188 F_Warp: 1.163 W: 2.517 D_real: 0.414 D_fake: 0.936 
(epoch: 42, iters: 1740, time: 0.078) G_GAN: 1.877 G_GAN_Feat: 10.113 G_VGG: 5.146 F_Flow: 22.147 F_Warp: 1.086 W: 2.515 D_real: 1.222 D_fake: 0.523 
(epoch: 42, iters: 2040, time: 0.076) G_GAN: 2.386 G_GAN_Feat: 9.501 G_VGG: 5.087 F_Flow: 28.474 F_Warp: 1.137 W: 2.540 D_real: 1.803 D_fake: 0.158 
(epoch: 42, iters: 2340, time: 0.079) G_GAN: 0.898 G_GAN_Feat: 9.215 G_VGG: 5.133 F_Flow: 22.538 F_Warp: 1.284 W: 2.639 D_real: 0.449 D_fake: 1.117 
(epoch: 42, iters: 2640, time: 0.075) G_GAN: 1.772 G_GAN_Feat: 9.834 G_VGG: 5.601 F_Flow: 28.371 F_Warp: 1.317 W: 2.648 D_real: 0.949 D_fake: 0.612 
saving the latest model (epoch 42, total_steps 411000)
(epoch: 42, iters: 2940, time: 0.071) G_GAN: 1.665 G_GAN_Feat: 9.368 G_VGG: 5.359 F_Flow: 30.353 F_Warp: 1.239 W: 2.549 D_real: 1.142 D_fake: 0.426 
(epoch: 42, iters: 3240, time: 0.071) G_GAN: 0.782 G_GAN_Feat: 9.867 G_VGG: 5.432 F_Flow: 26.414 F_Warp: 1.335 W: 2.796 D_real: 0.326 D_fake: 1.324 
(epoch: 42, iters: 3540, time: 0.072) G_GAN: 2.301 G_GAN_Feat: 8.694 G_VGG: 5.041 F_Flow: 24.384 F_Warp: 1.076 W: 2.434 D_real: 1.922 D_fake: 0.095 
(epoch: 42, iters: 3840, time: 0.072) G_GAN: 0.876 G_GAN_Feat: 9.400 G_VGG: 5.379 F_Flow: 26.775 F_Warp: 1.252 W: 2.711 D_real: 0.287 D_fake: 1.099 
(epoch: 42, iters: 4140, time: 0.070) G_GAN: 2.438 G_GAN_Feat: 9.138 G_VGG: 5.177 F_Flow: 26.662 F_Warp: 1.125 W: 2.565 D_real: 1.769 D_fake: 0.099 
(epoch: 42, iters: 4440, time: 0.070) G_GAN: 0.608 G_GAN_Feat: 9.068 G_VGG: 5.351 F_Flow: 27.454 F_Warp: 1.244 W: 2.791 D_real: 0.283 D_fake: 1.534 
(epoch: 42, iters: 4740, time: 0.070) G_GAN: 1.348 G_GAN_Feat: 9.105 G_VGG: 5.102 F_Flow: 27.374 F_Warp: 1.302 W: 2.626 D_real: 0.725 D_fake: 0.734 
(epoch: 42, iters: 5040, time: 0.070) G_GAN: 1.357 G_GAN_Feat: 9.334 G_VGG: 5.180 F_Flow: 27.265 F_Warp: 1.072 W: 2.468 D_real: 0.565 D_fake: 1.235 
(epoch: 42, iters: 5340, time: 0.070) G_GAN: 1.911 G_GAN_Feat: 9.688 G_VGG: 5.468 F_Flow: 28.234 F_Warp: 1.241 W: 2.673 D_real: 1.291 D_fake: 0.420 
(epoch: 42, iters: 5640, time: 0.070) G_GAN: 1.529 G_GAN_Feat: 9.499 G_VGG: 5.533 F_Flow: 28.858 F_Warp: 1.230 W: 2.629 D_real: 0.818 D_fake: 0.650 
saving the latest model (epoch 42, total_steps 414000)
(epoch: 42, iters: 5940, time: 0.070) G_GAN: 0.316 G_GAN_Feat: 9.103 G_VGG: 5.275 F_Flow: 27.739 F_Warp: 1.119 W: 2.588 D_real: 0.104 D_fake: 1.915 
(epoch: 42, iters: 6240, time: 0.070) G_GAN: 2.010 G_GAN_Feat: 9.595 G_VGG: 5.382 F_Flow: 29.449 F_Warp: 1.291 W: 2.715 D_real: 1.391 D_fake: 0.272 
(epoch: 42, iters: 6540, time: 0.070) G_GAN: 0.871 G_GAN_Feat: 9.299 G_VGG: 5.131 F_Flow: 28.252 F_Warp: 1.103 W: 2.450 D_real: 0.452 D_fake: 1.233 
(epoch: 42, iters: 6840, time: 0.070) G_GAN: 1.995 G_GAN_Feat: 9.832 G_VGG: 5.407 F_Flow: 26.526 F_Warp: 1.323 W: 2.733 D_real: 1.229 D_fake: 0.371 
(epoch: 42, iters: 7140, time: 0.071) G_GAN: 0.577 G_GAN_Feat: 9.511 G_VGG: 5.441 F_Flow: 28.766 F_Warp: 1.260 W: 2.643 D_real: 0.204 D_fake: 1.611 
(epoch: 42, iters: 7440, time: 0.071) G_GAN: 1.940 G_GAN_Feat: 9.366 G_VGG: 5.281 F_Flow: 28.486 F_Warp: 1.196 W: 2.545 D_real: 1.251 D_fake: 0.417 
(epoch: 42, iters: 7740, time: 0.071) G_GAN: 1.218 G_GAN_Feat: 9.476 G_VGG: 5.496 F_Flow: 25.530 F_Warp: 1.238 W: 2.640 D_real: 0.588 D_fake: 0.939 
(epoch: 42, iters: 8040, time: 0.071) G_GAN: 2.080 G_GAN_Feat: 9.340 G_VGG: 5.243 F_Flow: 28.592 F_Warp: 1.150 W: 2.588 D_real: 1.493 D_fake: 0.282 
(epoch: 42, iters: 8340, time: 0.070) G_GAN: 0.790 G_GAN_Feat: 9.112 G_VGG: 5.503 F_Flow: 26.639 F_Warp: 1.171 W: 2.598 D_real: 0.404 D_fake: 1.440 
(epoch: 42, iters: 8640, time: 0.070) G_GAN: 1.438 G_GAN_Feat: 9.243 G_VGG: 5.125 F_Flow: 24.914 F_Warp: 1.144 W: 2.520 D_real: 0.813 D_fake: 0.761 
saving the latest model (epoch 42, total_steps 417000)
(epoch: 42, iters: 8940, time: 0.071) G_GAN: 1.633 G_GAN_Feat: 9.555 G_VGG: 5.473 F_Flow: 29.773 F_Warp: 1.141 W: 2.489 D_real: 0.921 D_fake: 0.826 
(epoch: 42, iters: 9240, time: 0.069) G_GAN: 1.884 G_GAN_Feat: 9.211 G_VGG: 5.569 F_Flow: 29.737 F_Warp: 1.222 W: 2.721 D_real: 1.499 D_fake: 0.302 
(epoch: 42, iters: 9540, time: 0.069) G_GAN: 0.380 G_GAN_Feat: 9.157 G_VGG: 5.284 F_Flow: 28.277 F_Warp: 1.159 W: 2.544 D_real: 0.146 D_fake: 1.808 
(epoch: 42, iters: 9840, time: 0.070) G_GAN: 2.161 G_GAN_Feat: 9.331 G_VGG: 5.153 F_Flow: 27.026 F_Warp: 1.062 W: 2.482 D_real: 1.692 D_fake: 0.146 
End of epoch 42 / 100 	 Time Taken: 894 sec
(epoch: 43, iters: 180, time: 0.124) G_GAN: 1.410 G_GAN_Feat: 9.977 G_VGG: 5.396 F_Flow: 25.586 F_Warp: 1.295 W: 2.587 D_real: 0.623 D_fake: 0.989 
(epoch: 43, iters: 480, time: 0.081) G_GAN: 2.382 G_GAN_Feat: 9.400 G_VGG: 5.317 F_Flow: 25.142 F_Warp: 1.200 W: 2.574 D_real: 1.808 D_fake: 0.083 
(epoch: 43, iters: 780, time: 0.082) G_GAN: 0.615 G_GAN_Feat: 9.774 G_VGG: 5.353 F_Flow: 25.878 F_Warp: 1.206 W: 2.568 D_real: 0.193 D_fake: 1.505 
(epoch: 43, iters: 1080, time: 0.081) G_GAN: 2.248 G_GAN_Feat: 9.442 G_VGG: 5.663 F_Flow: 28.244 F_Warp: 1.369 W: 2.707 D_real: 1.611 D_fake: 0.164 
(epoch: 43, iters: 1380, time: 0.079) G_GAN: 1.400 G_GAN_Feat: 8.949 G_VGG: 5.198 F_Flow: 28.879 F_Warp: 1.080 W: 2.424 D_real: 0.845 D_fake: 0.665 
(epoch: 43, iters: 1680, time: 0.076) G_GAN: 1.268 G_GAN_Feat: 9.351 G_VGG: 5.306 F_Flow: 26.793 F_Warp: 1.211 W: 2.569 D_real: 0.720 D_fake: 0.837 
saving the latest model (epoch 43, total_steps 420000)
(epoch: 43, iters: 1980, time: 0.076) G_GAN: 1.314 G_GAN_Feat: 8.853 G_VGG: 5.261 F_Flow: 26.832 F_Warp: 1.092 W: 2.461 D_real: 0.834 D_fake: 0.742 
(epoch: 43, iters: 2280, time: 0.076) G_GAN: 1.269 G_GAN_Feat: 9.755 G_VGG: 5.530 F_Flow: 29.096 F_Warp: 1.250 W: 2.678 D_real: 0.522 D_fake: 1.220 
(epoch: 43, iters: 2580, time: 0.078) G_GAN: 2.741 G_GAN_Feat: 9.540 G_VGG: 5.465 F_Flow: 31.769 F_Warp: 1.301 W: 2.742 D_real: 2.118 D_fake: 0.017 
(epoch: 43, iters: 2880, time: 0.072) G_GAN: 1.019 G_GAN_Feat: 9.838 G_VGG: 5.227 F_Flow: 25.611 F_Warp: 1.330 W: 2.734 D_real: 0.349 D_fake: 1.275 
(epoch: 43, iters: 3180, time: 0.070) G_GAN: 1.413 G_GAN_Feat: 9.180 G_VGG: 5.272 F_Flow: 25.140 F_Warp: 1.186 W: 2.560 D_real: 0.874 D_fake: 0.813 
(epoch: 43, iters: 3480, time: 0.073) G_GAN: 1.096 G_GAN_Feat: 9.387 G_VGG: 5.325 F_Flow: 27.947 F_Warp: 1.139 W: 2.473 D_real: 0.665 D_fake: 0.887 
(epoch: 43, iters: 3780, time: 0.070) G_GAN: 1.556 G_GAN_Feat: 9.051 G_VGG: 5.174 F_Flow: 25.850 F_Warp: 1.080 W: 2.567 D_real: 1.116 D_fake: 0.514 
(epoch: 43, iters: 4080, time: 0.070) G_GAN: 0.476 G_GAN_Feat: 9.058 G_VGG: 5.328 F_Flow: 30.150 F_Warp: 1.203 W: 2.581 D_real: 0.223 D_fake: 1.714 
(epoch: 43, iters: 4380, time: 0.070) G_GAN: 2.372 G_GAN_Feat: 8.971 G_VGG: 5.342 F_Flow: 26.678 F_Warp: 1.209 W: 2.613 D_real: 1.810 D_fake: 0.088 
(epoch: 43, iters: 4680, time: 0.069) G_GAN: 0.949 G_GAN_Feat: 10.223 G_VGG: 5.668 F_Flow: 33.179 F_Warp: 1.429 W: 3.140 D_real: 0.394 D_fake: 1.292 
saving the latest model (epoch 43, total_steps 423000)
(epoch: 43, iters: 4980, time: 0.070) G_GAN: 1.644 G_GAN_Feat: 9.142 G_VGG: 5.235 F_Flow: 27.594 F_Warp: 1.152 W: 2.626 D_real: 1.085 D_fake: 0.577 
(epoch: 43, iters: 5280, time: 0.071) G_GAN: 1.734 G_GAN_Feat: 9.237 G_VGG: 5.271 F_Flow: 29.299 F_Warp: 1.154 W: 2.547 D_real: 1.109 D_fake: 0.542 
(epoch: 43, iters: 5580, time: 0.069) G_GAN: 0.512 G_GAN_Feat: 9.456 G_VGG: 5.728 F_Flow: 30.661 F_Warp: 1.387 W: 2.740 D_real: 0.202 D_fake: 1.676 
(epoch: 43, iters: 5880, time: 0.069) G_GAN: 2.162 G_GAN_Feat: 9.246 G_VGG: 5.349 F_Flow: 25.660 F_Warp: 1.206 W: 2.633 D_real: 1.556 D_fake: 0.216 
(epoch: 43, iters: 6180, time: 0.069) G_GAN: 1.128 G_GAN_Feat: 9.010 G_VGG: 5.481 F_Flow: 27.354 F_Warp: 1.167 W: 2.539 D_real: 0.579 D_fake: 1.087 
(epoch: 43, iters: 6480, time: 0.069) G_GAN: 1.899 G_GAN_Feat: 9.129 G_VGG: 5.523 F_Flow: 26.657 F_Warp: 1.314 W: 2.732 D_real: 1.129 D_fake: 0.536 
(epoch: 43, iters: 6780, time: 0.070) G_GAN: 1.391 G_GAN_Feat: 9.707 G_VGG: 5.674 F_Flow: 31.871 F_Warp: 1.317 W: 2.809 D_real: 0.901 D_fake: 0.730 
(epoch: 43, iters: 7080, time: 0.070) G_GAN: 1.063 G_GAN_Feat: 9.708 G_VGG: 5.508 F_Flow: 25.781 F_Warp: 1.227 W: 2.683 D_real: 0.642 D_fake: 1.051 
(epoch: 43, iters: 7380, time: 0.070) G_GAN: 1.328 G_GAN_Feat: 10.079 G_VGG: 5.324 F_Flow: 28.189 F_Warp: 1.201 W: 2.635 D_real: 0.682 D_fake: 1.050 
(epoch: 43, iters: 7680, time: 0.071) G_GAN: 1.994 G_GAN_Feat: 9.272 G_VGG: 5.158 F_Flow: 25.817 F_Warp: 1.162 W: 2.554 D_real: 1.543 D_fake: 0.328 
saving the latest model (epoch 43, total_steps 426000)
(epoch: 43, iters: 7980, time: 0.069) G_GAN: 0.544 G_GAN_Feat: 9.570 G_VGG: 5.210 F_Flow: 28.496 F_Warp: 1.224 W: 2.649 D_real: 0.167 D_fake: 1.669 
(epoch: 43, iters: 8280, time: 0.069) G_GAN: 1.834 G_GAN_Feat: 9.265 G_VGG: 5.325 F_Flow: 24.775 F_Warp: 1.230 W: 2.697 D_real: 1.145 D_fake: 0.446 
(epoch: 43, iters: 8580, time: 0.071) G_GAN: 0.387 G_GAN_Feat: 8.830 G_VGG: 5.240 F_Flow: 23.581 F_Warp: 1.166 W: 2.572 D_real: 0.150 D_fake: 1.686 
(epoch: 43, iters: 8880, time: 0.070) G_GAN: 1.710 G_GAN_Feat: 9.285 G_VGG: 5.000 F_Flow: 25.790 F_Warp: 1.099 W: 2.475 D_real: 0.979 D_fake: 0.553 
(epoch: 43, iters: 9180, time: 0.071) G_GAN: 1.595 G_GAN_Feat: 9.731 G_VGG: 5.234 F_Flow: 22.262 F_Warp: 1.118 W: 2.625 D_real: 0.991 D_fake: 0.715 
(epoch: 43, iters: 9480, time: 0.070) G_GAN: 1.721 G_GAN_Feat: 9.829 G_VGG: 5.567 F_Flow: 26.381 F_Warp: 1.245 W: 2.616 D_real: 1.097 D_fake: 0.567 
(epoch: 43, iters: 9780, time: 0.069) G_GAN: 2.527 G_GAN_Feat: 9.080 G_VGG: 5.248 F_Flow: 28.120 F_Warp: 1.201 W: 2.438 D_real: 1.826 D_fake: 0.095 
End of epoch 43 / 100 	 Time Taken: 895 sec
(epoch: 44, iters: 120, time: 0.120) G_GAN: 0.552 G_GAN_Feat: 9.793 G_VGG: 5.220 F_Flow: 26.117 F_Warp: 1.110 W: 2.491 D_real: 0.141 D_fake: 1.632 
(epoch: 44, iters: 420, time: 0.082) G_GAN: 2.368 G_GAN_Feat: 9.327 G_VGG: 5.121 F_Flow: 30.024 F_Warp: 1.043 W: 2.461 D_real: 1.738 D_fake: 0.111 
(epoch: 44, iters: 720, time: 0.082) G_GAN: 0.579 G_GAN_Feat: 9.224 G_VGG: 5.473 F_Flow: 33.009 F_Warp: 1.413 W: 2.739 D_real: 0.222 D_fake: 1.342 
saving the latest model (epoch 44, total_steps 429000)
(epoch: 44, iters: 1020, time: 0.081) G_GAN: 2.250 G_GAN_Feat: 8.807 G_VGG: 5.230 F_Flow: 26.902 F_Warp: 1.139 W: 2.541 D_real: 1.715 D_fake: 0.180 
(epoch: 44, iters: 1320, time: 0.080) G_GAN: 0.681 G_GAN_Feat: 9.263 G_VGG: 5.284 F_Flow: 23.590 F_Warp: 1.168 W: 2.560 D_real: 0.235 D_fake: 1.331 
(epoch: 44, iters: 1620, time: 0.076) G_GAN: 2.245 G_GAN_Feat: 9.181 G_VGG: 5.045 F_Flow: 25.799 F_Warp: 1.162 W: 2.494 D_real: 1.858 D_fake: 0.151 
(epoch: 44, iters: 1920, time: 0.076) G_GAN: 1.315 G_GAN_Feat: 9.461 G_VGG: 5.273 F_Flow: 26.258 F_Warp: 1.168 W: 2.568 D_real: 0.704 D_fake: 0.767 
(epoch: 44, iters: 2220, time: 0.076) G_GAN: 1.792 G_GAN_Feat: 9.055 G_VGG: 5.296 F_Flow: 26.158 F_Warp: 1.083 W: 2.381 D_real: 1.223 D_fake: 0.503 
(epoch: 44, iters: 2520, time: 0.077) G_GAN: 0.825 G_GAN_Feat: 9.426 G_VGG: 5.327 F_Flow: 25.349 F_Warp: 1.168 W: 2.656 D_real: 0.328 D_fake: 1.453 
(epoch: 44, iters: 2820, time: 0.073) G_GAN: 1.889 G_GAN_Feat: 9.126 G_VGG: 5.304 F_Flow: 25.488 F_Warp: 1.195 W: 2.478 D_real: 1.167 D_fake: 0.442 
(epoch: 44, iters: 3120, time: 0.071) G_GAN: 1.834 G_GAN_Feat: 9.134 G_VGG: 5.260 F_Flow: 23.812 F_Warp: 1.201 W: 2.556 D_real: 1.203 D_fake: 0.643 
(epoch: 44, iters: 3420, time: 0.072) G_GAN: 1.013 G_GAN_Feat: 9.348 G_VGG: 5.461 F_Flow: 34.397 F_Warp: 1.287 W: 2.782 D_real: 0.490 D_fake: 1.167 
(epoch: 44, iters: 3720, time: 0.072) G_GAN: 2.476 G_GAN_Feat: 9.580 G_VGG: 5.261 F_Flow: 26.852 F_Warp: 1.211 W: 2.654 D_real: 1.863 D_fake: 0.067 
saving the latest model (epoch 44, total_steps 432000)
(epoch: 44, iters: 4020, time: 0.073) G_GAN: 0.974 G_GAN_Feat: 8.842 G_VGG: 5.033 F_Flow: 25.267 F_Warp: 1.065 W: 2.379 D_real: 0.396 D_fake: 1.131 
(epoch: 44, iters: 4320, time: 0.070) G_GAN: 1.401 G_GAN_Feat: 9.472 G_VGG: 5.294 F_Flow: 28.100 F_Warp: 1.134 W: 2.575 D_real: 0.803 D_fake: 0.695 
(epoch: 44, iters: 4620, time: 0.070) G_GAN: 0.560 G_GAN_Feat: 8.998 G_VGG: 5.226 F_Flow: 26.720 F_Warp: 1.171 W: 2.492 D_real: 0.207 D_fake: 1.562 
(epoch: 44, iters: 4920, time: 0.070) G_GAN: 2.298 G_GAN_Feat: 9.442 G_VGG: 5.359 F_Flow: 25.992 F_Warp: 1.225 W: 2.652 D_real: 1.658 D_fake: 0.146 
(epoch: 44, iters: 5220, time: 0.071) G_GAN: 0.940 G_GAN_Feat: 8.825 G_VGG: 5.304 F_Flow: 27.603 F_Warp: 1.126 W: 2.504 D_real: 0.327 D_fake: 1.246 
(epoch: 44, iters: 5520, time: 0.069) G_GAN: 2.232 G_GAN_Feat: 9.237 G_VGG: 5.162 F_Flow: 24.970 F_Warp: 1.227 W: 2.627 D_real: 1.533 D_fake: 0.272 
(epoch: 44, iters: 5820, time: 0.069) G_GAN: 1.666 G_GAN_Feat: 8.951 G_VGG: 5.191 F_Flow: 22.976 F_Warp: 1.158 W: 2.459 D_real: 1.186 D_fake: 0.534 
(epoch: 44, iters: 6120, time: 0.071) G_GAN: 1.421 G_GAN_Feat: 8.811 G_VGG: 5.133 F_Flow: 24.497 F_Warp: 1.014 W: 2.313 D_real: 0.930 D_fake: 0.596 
(epoch: 44, iters: 6420, time: 0.071) G_GAN: 0.762 G_GAN_Feat: 9.155 G_VGG: 4.986 F_Flow: 28.953 F_Warp: 1.134 W: 2.495 D_real: 0.410 D_fake: 1.281 
(epoch: 44, iters: 6720, time: 0.070) G_GAN: 1.760 G_GAN_Feat: 9.275 G_VGG: 5.257 F_Flow: 25.884 F_Warp: 1.231 W: 2.612 D_real: 1.144 D_fake: 0.454 
saving the latest model (epoch 44, total_steps 435000)
(epoch: 44, iters: 7020, time: 0.069) G_GAN: 1.437 G_GAN_Feat: 9.671 G_VGG: 5.560 F_Flow: 31.002 F_Warp: 1.278 W: 2.620 D_real: 0.776 D_fake: 0.934 
(epoch: 44, iters: 7320, time: 0.069) G_GAN: 2.720 G_GAN_Feat: 9.284 G_VGG: 5.179 F_Flow: 24.653 F_Warp: 1.170 W: 2.547 D_real: 2.240 D_fake: 0.040 
(epoch: 44, iters: 7620, time: 0.069) G_GAN: 0.965 G_GAN_Feat: 9.055 G_VGG: 5.012 F_Flow: 26.938 F_Warp: 1.105 W: 2.437 D_real: 0.411 D_fake: 1.082 
(epoch: 44, iters: 7920, time: 0.069) G_GAN: 1.713 G_GAN_Feat: 9.738 G_VGG: 5.350 F_Flow: 26.114 F_Warp: 1.273 W: 2.643 D_real: 1.083 D_fake: 0.520 
(epoch: 44, iters: 8220, time: 0.069) G_GAN: 0.417 G_GAN_Feat: 8.894 G_VGG: 5.180 F_Flow: 23.926 F_Warp: 1.169 W: 2.505 D_real: 0.124 D_fake: 1.742 
(epoch: 44, iters: 8520, time: 0.068) G_GAN: 1.862 G_GAN_Feat: 8.773 G_VGG: 5.123 F_Flow: 27.373 F_Warp: 1.145 W: 2.549 D_real: 1.373 D_fake: 0.265 
(epoch: 44, iters: 8820, time: 0.068) G_GAN: 1.142 G_GAN_Feat: 9.335 G_VGG: 5.263 F_Flow: 29.457 F_Warp: 1.225 W: 2.661 D_real: 0.543 D_fake: 1.054 
(epoch: 44, iters: 9120, time: 0.069) G_GAN: 1.811 G_GAN_Feat: 9.354 G_VGG: 5.255 F_Flow: 27.939 F_Warp: 1.118 W: 2.529 D_real: 1.095 D_fake: 0.528 
(epoch: 44, iters: 9420, time: 0.070) G_GAN: 1.359 G_GAN_Feat: 9.155 G_VGG: 5.113 F_Flow: 27.404 F_Warp: 1.159 W: 2.459 D_real: 0.777 D_fake: 0.799 
(epoch: 44, iters: 9720, time: 0.069) G_GAN: 1.522 G_GAN_Feat: 9.241 G_VGG: 5.542 F_Flow: 27.490 F_Warp: 1.233 W: 2.634 D_real: 1.043 D_fake: 0.509 
saving the latest model (epoch 44, total_steps 438000)
End of epoch 44 / 100 	 Time Taken: 905 sec
(epoch: 45, iters: 60, time: 0.117) G_GAN: 0.567 G_GAN_Feat: 9.081 G_VGG: 5.046 F_Flow: 27.026 F_Warp: 1.101 W: 2.527 D_real: 0.196 D_fake: 1.677 
(epoch: 45, iters: 360, time: 0.082) G_GAN: 2.155 G_GAN_Feat: 8.478 G_VGG: 5.222 F_Flow: 26.210 F_Warp: 1.166 W: 2.574 D_real: 1.657 D_fake: 0.165 
(epoch: 45, iters: 660, time: 0.080) G_GAN: 0.674 G_GAN_Feat: 9.423 G_VGG: 5.368 F_Flow: 24.606 F_Warp: 1.262 W: 2.719 D_real: 0.334 D_fake: 1.333 
(epoch: 45, iters: 960, time: 0.083) G_GAN: 2.033 G_GAN_Feat: 9.570 G_VGG: 5.305 F_Flow: 23.866 F_Warp: 1.209 W: 2.629 D_real: 1.070 D_fake: 0.575 
(epoch: 45, iters: 1260, time: 0.082) G_GAN: 0.602 G_GAN_Feat: 9.511 G_VGG: 5.114 F_Flow: 26.393 F_Warp: 1.102 W: 2.514 D_real: 0.247 D_fake: 1.631 
(epoch: 45, iters: 1560, time: 0.076) G_GAN: 2.494 G_GAN_Feat: 9.511 G_VGG: 5.377 F_Flow: 26.280 F_Warp: 1.268 W: 2.596 D_real: 1.728 D_fake: 0.140 
(epoch: 45, iters: 1860, time: 0.077) G_GAN: 0.763 G_GAN_Feat: 9.270 G_VGG: 5.312 F_Flow: 29.597 F_Warp: 1.288 W: 2.615 D_real: 0.179 D_fake: 1.417 
(epoch: 45, iters: 2160, time: 0.075) G_GAN: 1.538 G_GAN_Feat: 9.227 G_VGG: 5.381 F_Flow: 25.930 F_Warp: 1.196 W: 2.611 D_real: 0.879 D_fake: 0.685 
(epoch: 45, iters: 2460, time: 0.076) G_GAN: 1.125 G_GAN_Feat: 9.269 G_VGG: 5.368 F_Flow: 26.586 F_Warp: 1.202 W: 2.517 D_real: 0.499 D_fake: 1.242 
(epoch: 45, iters: 2760, time: 0.072) G_GAN: 1.639 G_GAN_Feat: 9.409 G_VGG: 5.127 F_Flow: 25.891 F_Warp: 1.113 W: 2.535 D_real: 1.067 D_fake: 0.536 
saving the latest model (epoch 45, total_steps 441000)
(epoch: 45, iters: 3060, time: 0.071) G_GAN: 2.147 G_GAN_Feat: 9.101 G_VGG: 5.209 F_Flow: 24.608 F_Warp: 1.092 W: 2.417 D_real: 1.320 D_fake: 0.278 
(epoch: 45, iters: 3360, time: 0.071) G_GAN: 0.353 G_GAN_Feat: 9.681 G_VGG: 5.210 F_Flow: 25.316 F_Warp: 1.312 W: 2.794 D_real: 0.076 D_fake: 1.909 
(epoch: 45, iters: 3660, time: 0.071) G_GAN: 1.853 G_GAN_Feat: 9.164 G_VGG: 5.396 F_Flow: 25.416 F_Warp: 1.275 W: 2.640 D_real: 1.217 D_fake: 0.351 
(epoch: 45, iters: 3960, time: 0.070) G_GAN: 1.895 G_GAN_Feat: 9.542 G_VGG: 5.477 F_Flow: 27.075 F_Warp: 1.224 W: 2.597 D_real: 1.212 D_fake: 0.538 
(epoch: 45, iters: 4260, time: 0.068) G_GAN: 1.702 G_GAN_Feat: 9.230 G_VGG: 5.393 F_Flow: 27.709 F_Warp: 1.215 W: 2.635 D_real: 1.262 D_fake: 0.510 
(epoch: 45, iters: 4560, time: 0.069) G_GAN: 0.977 G_GAN_Feat: 9.372 G_VGG: 5.514 F_Flow: 26.392 F_Warp: 1.361 W: 2.717 D_real: 0.441 D_fake: 1.168 
(epoch: 45, iters: 4860, time: 0.068) G_GAN: 2.315 G_GAN_Feat: 8.355 G_VGG: 5.086 F_Flow: 26.281 F_Warp: 1.119 W: 2.486 D_real: 1.943 D_fake: 0.091 
(epoch: 45, iters: 5160, time: 0.069) G_GAN: 1.364 G_GAN_Feat: 9.455 G_VGG: 5.392 F_Flow: 27.426 F_Warp: 1.202 W: 2.650 D_real: 0.706 D_fake: 0.758 
(epoch: 45, iters: 5460, time: 0.070) G_GAN: 1.069 G_GAN_Feat: 9.896 G_VGG: 5.434 F_Flow: 26.215 F_Warp: 1.267 W: 2.745 D_real: 0.480 D_fake: 1.151 
(epoch: 45, iters: 5760, time: 0.071) G_GAN: 1.863 G_GAN_Feat: 9.120 G_VGG: 5.030 F_Flow: 26.968 F_Warp: 1.098 W: 2.549 D_real: 1.381 D_fake: 0.297 
saving the latest model (epoch 45, total_steps 444000)
(epoch: 45, iters: 6060, time: 0.070) G_GAN: 1.231 G_GAN_Feat: 9.105 G_VGG: 4.995 F_Flow: 27.741 F_Warp: 1.127 W: 2.375 D_real: 0.711 D_fake: 0.987 
(epoch: 45, iters: 6360, time: 0.069) G_GAN: 1.623 G_GAN_Feat: 9.397 G_VGG: 5.306 F_Flow: 26.886 F_Warp: 1.172 W: 2.472 D_real: 1.182 D_fake: 0.569 
(epoch: 45, iters: 6660, time: 0.070) G_GAN: 0.904 G_GAN_Feat: 9.220 G_VGG: 5.262 F_Flow: 25.000 F_Warp: 1.084 W: 2.482 D_real: 0.286 D_fake: 1.519 
(epoch: 45, iters: 6960, time: 0.070) G_GAN: 1.994 G_GAN_Feat: 9.100 G_VGG: 5.296 F_Flow: 24.617 F_Warp: 1.285 W: 2.736 D_real: 1.537 D_fake: 0.197 
(epoch: 45, iters: 7260, time: 0.070) G_GAN: 1.326 G_GAN_Feat: 9.054 G_VGG: 5.183 F_Flow: 23.378 F_Warp: 1.126 W: 2.459 D_real: 0.839 D_fake: 0.771 
(epoch: 45, iters: 7560, time: 0.070) G_GAN: 0.873 G_GAN_Feat: 9.694 G_VGG: 5.398 F_Flow: 26.829 F_Warp: 1.189 W: 2.584 D_real: 0.244 D_fake: 1.479 
(epoch: 45, iters: 7860, time: 0.070) G_GAN: 1.991 G_GAN_Feat: 8.953 G_VGG: 5.260 F_Flow: 24.919 F_Warp: 1.214 W: 2.508 D_real: 1.575 D_fake: 0.176 
(epoch: 45, iters: 8160, time: 0.069) G_GAN: 0.663 G_GAN_Feat: 9.198 G_VGG: 5.442 F_Flow: 28.403 F_Warp: 1.277 W: 2.584 D_real: 0.270 D_fake: 1.603 
(epoch: 45, iters: 8460, time: 0.069) G_GAN: 1.509 G_GAN_Feat: 8.978 G_VGG: 4.966 F_Flow: 23.461 F_Warp: 1.127 W: 2.490 D_real: 1.001 D_fake: 0.698 
(epoch: 45, iters: 8760, time: 0.069) G_GAN: 1.442 G_GAN_Feat: 9.157 G_VGG: 5.263 F_Flow: 27.727 F_Warp: 1.245 W: 2.584 D_real: 0.779 D_fake: 0.914 
saving the latest model (epoch 45, total_steps 447000)
(epoch: 45, iters: 9060, time: 0.069) G_GAN: 1.594 G_GAN_Feat: 9.681 G_VGG: 5.282 F_Flow: 28.548 F_Warp: 1.150 W: 2.575 D_real: 0.852 D_fake: 0.704 
(epoch: 45, iters: 9360, time: 0.069) G_GAN: 0.685 G_GAN_Feat: 9.182 G_VGG: 5.339 F_Flow: 26.487 F_Warp: 1.119 W: 2.448 D_real: 0.370 D_fake: 1.353 
(epoch: 45, iters: 9660, time: 0.069) G_GAN: 2.286 G_GAN_Feat: 9.303 G_VGG: 5.597 F_Flow: 34.492 F_Warp: 1.383 W: 2.794 D_real: 1.768 D_fake: 0.113 
(epoch: 45, iters: 9960, time: 0.070) G_GAN: 1.213 G_GAN_Feat: 8.966 G_VGG: 5.225 F_Flow: 26.777 F_Warp: 1.203 W: 2.599 D_real: 0.583 D_fake: 1.008 
End of epoch 45 / 100 	 Time Taken: 913 sec
saving the model at the end of epoch 45, iters 448200
(epoch: 46, iters: 300, time: 0.090) G_GAN: 1.512 G_GAN_Feat: 9.197 G_VGG: 5.254 F_Flow: 27.279 F_Warp: 1.131 W: 2.534 D_real: 1.086 D_fake: 0.640 
(epoch: 46, iters: 600, time: 0.081) G_GAN: 0.974 G_GAN_Feat: 9.040 G_VGG: 5.207 F_Flow: 25.445 F_Warp: 1.130 W: 2.458 D_real: 0.725 D_fake: 1.024 
(epoch: 46, iters: 900, time: 0.083) G_GAN: 1.541 G_GAN_Feat: 9.953 G_VGG: 5.415 F_Flow: 25.253 F_Warp: 1.273 W: 2.577 D_real: 0.965 D_fake: 0.719 
(epoch: 46, iters: 1200, time: 0.080) G_GAN: 1.181 G_GAN_Feat: 8.866 G_VGG: 5.026 F_Flow: 23.603 F_Warp: 1.030 W: 2.331 D_real: 0.688 D_fake: 0.870 
(epoch: 46, iters: 1500, time: 0.077) G_GAN: 1.305 G_GAN_Feat: 9.369 G_VGG: 5.304 F_Flow: 32.124 F_Warp: 1.230 W: 2.536 D_real: 0.872 D_fake: 0.749 
(epoch: 46, iters: 1800, time: 0.078) G_GAN: 1.698 G_GAN_Feat: 9.629 G_VGG: 5.318 F_Flow: 27.085 F_Warp: 1.217 W: 2.543 D_real: 0.971 D_fake: 0.673 
saving the latest model (epoch 46, total_steps 450000)
(epoch: 46, iters: 2100, time: 0.077) G_GAN: 3.070 G_GAN_Feat: 8.608 G_VGG: 5.086 F_Flow: 23.983 F_Warp: 1.142 W: 2.519 D_real: 2.593 D_fake: 0.004 
(epoch: 46, iters: 2400, time: 0.078) G_GAN: 0.948 G_GAN_Feat: 8.813 G_VGG: 5.085 F_Flow: 27.499 F_Warp: 1.079 W: 2.415 D_real: 0.550 D_fake: 1.051 
(epoch: 46, iters: 2700, time: 0.073) G_GAN: 1.045 G_GAN_Feat: 9.076 G_VGG: 5.234 F_Flow: 25.208 F_Warp: 1.098 W: 2.459 D_real: 0.574 D_fake: 1.087 
(epoch: 46, iters: 3000, time: 0.070) G_GAN: 2.255 G_GAN_Feat: 9.150 G_VGG: 5.158 F_Flow: 24.246 F_Warp: 1.131 W: 2.636 D_real: 1.780 D_fake: 0.169 
(epoch: 46, iters: 3300, time: 0.071) G_GAN: 0.747 G_GAN_Feat: 9.444 G_VGG: 5.095 F_Flow: 23.256 F_Warp: 1.092 W: 2.514 D_real: 0.445 D_fake: 1.254 
(epoch: 46, iters: 3600, time: 0.073) G_GAN: 1.677 G_GAN_Feat: 9.018 G_VGG: 5.351 F_Flow: 25.778 F_Warp: 1.159 W: 2.587 D_real: 1.101 D_fake: 0.494 
(epoch: 46, iters: 3900, time: 0.071) G_GAN: 1.137 G_GAN_Feat: 9.312 G_VGG: 5.221 F_Flow: 25.057 F_Warp: 1.237 W: 2.543 D_real: 0.748 D_fake: 1.012 
(epoch: 46, iters: 4200, time: 0.070) G_GAN: 1.566 G_GAN_Feat: 9.052 G_VGG: 5.196 F_Flow: 32.036 F_Warp: 1.177 W: 2.545 D_real: 1.001 D_fake: 0.616 
(epoch: 46, iters: 4500, time: 0.069) G_GAN: 0.370 G_GAN_Feat: 9.419 G_VGG: 5.330 F_Flow: 25.920 F_Warp: 1.221 W: 2.632 D_real: 0.189 D_fake: 1.684 
(epoch: 46, iters: 4800, time: 0.068) G_GAN: 1.953 G_GAN_Feat: 9.098 G_VGG: 5.108 F_Flow: 29.758 F_Warp: 1.152 W: 2.550 D_real: 1.383 D_fake: 0.371 
saving the latest model (epoch 46, total_steps 453000)
(epoch: 46, iters: 5100, time: 0.069) G_GAN: 0.795 G_GAN_Feat: 9.545 G_VGG: 5.639 F_Flow: 30.485 F_Warp: 1.374 W: 2.860 D_real: 0.294 D_fake: 1.527 
(epoch: 46, iters: 5400, time: 0.071) G_GAN: 2.292 G_GAN_Feat: 9.201 G_VGG: 5.364 F_Flow: 30.619 F_Warp: 1.273 W: 2.543 D_real: 1.637 D_fake: 0.114 
(epoch: 46, iters: 5700, time: 0.071) G_GAN: 1.223 G_GAN_Feat: 9.390 G_VGG: 5.430 F_Flow: 23.501 F_Warp: 1.225 W: 2.653 D_real: 0.659 D_fake: 0.843 
(epoch: 46, iters: 6000, time: 0.071) G_GAN: 1.281 G_GAN_Feat: 9.425 G_VGG: 5.359 F_Flow: 28.207 F_Warp: 1.194 W: 2.478 D_real: 0.731 D_fake: 0.895 
(epoch: 46, iters: 6300, time: 0.070) G_GAN: 0.677 G_GAN_Feat: 9.763 G_VGG: 5.327 F_Flow: 25.504 F_Warp: 1.178 W: 2.698 D_real: 0.361 D_fake: 1.421 
(epoch: 46, iters: 6600, time: 0.069) G_GAN: 2.411 G_GAN_Feat: 8.602 G_VGG: 5.393 F_Flow: 25.537 F_Warp: 1.174 W: 2.553 D_real: 1.986 D_fake: 0.047 
(epoch: 46, iters: 6900, time: 0.070) G_GAN: 0.865 G_GAN_Feat: 9.733 G_VGG: 5.398 F_Flow: 27.878 F_Warp: 1.290 W: 2.806 D_real: 0.286 D_fake: 1.357 
(epoch: 46, iters: 7200, time: 0.068) G_GAN: 1.738 G_GAN_Feat: 9.468 G_VGG: 5.410 F_Flow: 25.792 F_Warp: 1.287 W: 2.804 D_real: 1.000 D_fake: 0.519 
(epoch: 46, iters: 7500, time: 0.069) G_GAN: 1.746 G_GAN_Feat: 9.543 G_VGG: 5.252 F_Flow: 25.375 F_Warp: 1.213 W: 2.533 D_real: 1.124 D_fake: 0.531 
(epoch: 46, iters: 7800, time: 0.069) G_GAN: 0.634 G_GAN_Feat: 8.989 G_VGG: 5.206 F_Flow: 26.408 F_Warp: 1.199 W: 2.528 D_real: 0.192 D_fake: 1.493 
saving the latest model (epoch 46, total_steps 456000)
(epoch: 46, iters: 8100, time: 0.071) G_GAN: 1.971 G_GAN_Feat: 9.347 G_VGG: 5.538 F_Flow: 28.945 F_Warp: 1.312 W: 2.672 D_real: 1.310 D_fake: 0.292 
(epoch: 46, iters: 8400, time: 0.068) G_GAN: 1.487 G_GAN_Feat: 8.986 G_VGG: 5.114 F_Flow: 25.222 F_Warp: 1.143 W: 2.537 D_real: 0.962 D_fake: 0.734 
(epoch: 46, iters: 8700, time: 0.070) G_GAN: 0.488 G_GAN_Feat: 9.558 G_VGG: 5.409 F_Flow: 27.285 F_Warp: 1.276 W: 2.727 D_real: 0.188 D_fake: 1.576 
(epoch: 46, iters: 9000, time: 0.069) G_GAN: 2.158 G_GAN_Feat: 8.731 G_VGG: 4.908 F_Flow: 23.982 F_Warp: 1.088 W: 2.488 D_real: 1.688 D_fake: 0.141 
(epoch: 46, iters: 9300, time: 0.069) G_GAN: 0.921 G_GAN_Feat: 9.174 G_VGG: 5.283 F_Flow: 29.446 F_Warp: 1.222 W: 2.711 D_real: 0.410 D_fake: 1.264 
(epoch: 46, iters: 9600, time: 0.069) G_GAN: 1.493 G_GAN_Feat: 8.993 G_VGG: 5.106 F_Flow: 23.401 F_Warp: 1.123 W: 2.603 D_real: 0.967 D_fake: 0.795 
(epoch: 46, iters: 9900, time: 0.069) G_GAN: 1.144 G_GAN_Feat: 9.434 G_VGG: 5.479 F_Flow: 24.466 F_Warp: 1.272 W: 2.665 D_real: 0.695 D_fake: 1.007 
End of epoch 46 / 100 	 Time Taken: 917 sec
(epoch: 47, iters: 240, time: 0.130) G_GAN: 0.485 G_GAN_Feat: 8.869 G_VGG: 5.184 F_Flow: 23.930 F_Warp: 1.046 W: 2.385 D_real: 0.199 D_fake: 1.666 
(epoch: 47, iters: 540, time: 0.084) G_GAN: 2.389 G_GAN_Feat: 8.820 G_VGG: 5.170 F_Flow: 26.692 F_Warp: 1.127 W: 2.538 D_real: 2.000 D_fake: 0.049 
(epoch: 47, iters: 840, time: 0.083) G_GAN: 1.067 G_GAN_Feat: 9.293 G_VGG: 5.182 F_Flow: 24.485 F_Warp: 1.240 W: 2.714 D_real: 0.414 D_fake: 1.322 
saving the latest model (epoch 47, total_steps 459000)
(epoch: 47, iters: 1140, time: 0.085) G_GAN: 1.498 G_GAN_Feat: 9.144 G_VGG: 4.940 F_Flow: 24.187 F_Warp: 1.083 W: 2.429 D_real: 0.991 D_fake: 0.612 
(epoch: 47, iters: 1440, time: 0.078) G_GAN: 1.334 G_GAN_Feat: 9.060 G_VGG: 5.100 F_Flow: 23.179 F_Warp: 1.029 W: 2.268 D_real: 0.845 D_fake: 0.915 
(epoch: 47, iters: 1740, time: 0.078) G_GAN: 1.873 G_GAN_Feat: 9.089 G_VGG: 5.285 F_Flow: 28.207 F_Warp: 1.195 W: 2.559 D_real: 1.388 D_fake: 0.276 
(epoch: 47, iters: 2040, time: 0.077) G_GAN: 0.460 G_GAN_Feat: 9.174 G_VGG: 5.190 F_Flow: 26.288 F_Warp: 1.085 W: 2.404 D_real: 0.164 D_fake: 1.599 
(epoch: 47, iters: 2340, time: 0.077) G_GAN: 1.888 G_GAN_Feat: 9.112 G_VGG: 4.867 F_Flow: 24.251 F_Warp: 0.998 W: 2.249 D_real: 1.318 D_fake: 0.242 
(epoch: 47, iters: 2640, time: 0.076) G_GAN: 0.836 G_GAN_Feat: 9.243 G_VGG: 5.169 F_Flow: 27.006 F_Warp: 1.156 W: 2.588 D_real: 0.318 D_fake: 1.467 
(epoch: 47, iters: 2940, time: 0.071) G_GAN: 1.722 G_GAN_Feat: 9.241 G_VGG: 5.066 F_Flow: 25.838 F_Warp: 1.102 W: 2.420 D_real: 1.214 D_fake: 0.311 
(epoch: 47, iters: 3240, time: 0.070) G_GAN: 0.504 G_GAN_Feat: 9.770 G_VGG: 5.513 F_Flow: 27.362 F_Warp: 1.326 W: 2.774 D_real: 0.145 D_fake: 1.756 
(epoch: 47, iters: 3540, time: 0.072) G_GAN: 2.324 G_GAN_Feat: 8.727 G_VGG: 5.271 F_Flow: 26.830 F_Warp: 1.219 W: 2.563 D_real: 1.832 D_fake: 0.144 
(epoch: 47, iters: 3840, time: 0.073) G_GAN: 1.338 G_GAN_Feat: 9.245 G_VGG: 5.221 F_Flow: 27.067 F_Warp: 1.157 W: 2.438 D_real: 0.681 D_fake: 1.053 
saving the latest model (epoch 47, total_steps 462000)
(epoch: 47, iters: 4140, time: 0.069) G_GAN: 1.642 G_GAN_Feat: 9.193 G_VGG: 5.360 F_Flow: 25.138 F_Warp: 1.244 W: 2.519 D_real: 1.120 D_fake: 0.589 
(epoch: 47, iters: 4440, time: 0.070) G_GAN: 1.422 G_GAN_Feat: 9.053 G_VGG: 5.302 F_Flow: 26.011 F_Warp: 1.152 W: 2.603 D_real: 0.779 D_fake: 0.884 
(epoch: 47, iters: 4740, time: 0.070) G_GAN: 1.138 G_GAN_Feat: 9.190 G_VGG: 5.160 F_Flow: 24.916 F_Warp: 1.058 W: 2.373 D_real: 0.685 D_fake: 0.896 
(epoch: 47, iters: 5040, time: 0.069) G_GAN: 1.198 G_GAN_Feat: 8.901 G_VGG: 5.277 F_Flow: 25.582 F_Warp: 1.114 W: 2.441 D_real: 0.675 D_fake: 0.947 
(epoch: 47, iters: 5340, time: 0.069) G_GAN: 1.552 G_GAN_Feat: 9.246 G_VGG: 5.339 F_Flow: 26.158 F_Warp: 1.168 W: 2.513 D_real: 1.116 D_fake: 0.644 
(epoch: 47, iters: 5640, time: 0.070) G_GAN: 1.039 G_GAN_Feat: 9.384 G_VGG: 5.376 F_Flow: 31.074 F_Warp: 1.223 W: 2.592 D_real: 0.520 D_fake: 1.133 
(epoch: 47, iters: 5940, time: 0.069) G_GAN: 1.905 G_GAN_Feat: 9.053 G_VGG: 5.265 F_Flow: 24.620 F_Warp: 1.146 W: 2.565 D_real: 1.322 D_fake: 0.468 
(epoch: 47, iters: 6240, time: 0.069) G_GAN: 0.419 G_GAN_Feat: 9.184 G_VGG: 5.169 F_Flow: 27.257 F_Warp: 1.277 W: 2.641 D_real: 0.149 D_fake: 1.824 
(epoch: 47, iters: 6540, time: 0.069) G_GAN: 1.865 G_GAN_Feat: 8.836 G_VGG: 4.990 F_Flow: 27.024 F_Warp: 1.059 W: 2.470 D_real: 1.371 D_fake: 0.380 
(epoch: 47, iters: 6840, time: 0.068) G_GAN: 0.559 G_GAN_Feat: 9.382 G_VGG: 5.367 F_Flow: 22.653 F_Warp: 1.155 W: 2.498 D_real: 0.234 D_fake: 1.513 
saving the latest model (epoch 47, total_steps 465000)
(epoch: 47, iters: 7140, time: 0.069) G_GAN: 2.409 G_GAN_Feat: 9.384 G_VGG: 5.268 F_Flow: 26.469 F_Warp: 1.182 W: 2.636 D_real: 1.750 D_fake: 0.130 
(epoch: 47, iters: 7440, time: 0.068) G_GAN: 1.249 G_GAN_Feat: 8.822 G_VGG: 4.998 F_Flow: 26.102 F_Warp: 1.084 W: 2.321 D_real: 0.662 D_fake: 0.864 
(epoch: 47, iters: 7740, time: 0.069) G_GAN: 0.919 G_GAN_Feat: 8.821 G_VGG: 5.178 F_Flow: 24.670 F_Warp: 1.088 W: 2.476 D_real: 0.495 D_fake: 1.133 
(epoch: 47, iters: 8040, time: 0.069) G_GAN: 0.937 G_GAN_Feat: 9.207 G_VGG: 5.287 F_Flow: 24.722 F_Warp: 1.200 W: 2.579 D_real: 0.499 D_fake: 1.230 
(epoch: 47, iters: 8340, time: 0.071) G_GAN: 2.103 G_GAN_Feat: 8.998 G_VGG: 5.209 F_Flow: 26.994 F_Warp: 1.181 W: 2.523 D_real: 1.674 D_fake: 0.169 
(epoch: 47, iters: 8640, time: 0.070) G_GAN: 0.750 G_GAN_Feat: 9.622 G_VGG: 5.308 F_Flow: 24.917 F_Warp: 1.251 W: 2.559 D_real: 0.332 D_fake: 1.330 
(epoch: 47, iters: 8940, time: 0.070) G_GAN: 1.845 G_GAN_Feat: 9.297 G_VGG: 5.212 F_Flow: 27.911 F_Warp: 1.222 W: 2.527 D_real: 1.100 D_fake: 0.415 
(epoch: 47, iters: 9240, time: 0.069) G_GAN: 0.775 G_GAN_Feat: 9.126 G_VGG: 5.349 F_Flow: 29.935 F_Warp: 1.112 W: 2.607 D_real: 0.426 D_fake: 1.333 
(epoch: 47, iters: 9540, time: 0.069) G_GAN: 2.417 G_GAN_Feat: 8.881 G_VGG: 5.125 F_Flow: 28.258 F_Warp: 1.111 W: 2.504 D_real: 1.945 D_fake: 0.108 
(epoch: 47, iters: 9840, time: 0.068) G_GAN: 1.016 G_GAN_Feat: 9.251 G_VGG: 5.108 F_Flow: 23.528 F_Warp: 1.149 W: 2.484 D_real: 0.459 D_fake: 1.127 
saving the latest model (epoch 47, total_steps 468000)
End of epoch 47 / 100 	 Time Taken: 929 sec
(epoch: 48, iters: 180, time: 0.127) G_GAN: 2.086 G_GAN_Feat: 9.349 G_VGG: 5.281 F_Flow: 24.365 F_Warp: 1.203 W: 2.571 D_real: 1.609 D_fake: 0.179 
(epoch: 48, iters: 480, time: 0.083) G_GAN: 1.020 G_GAN_Feat: 9.299 G_VGG: 5.219 F_Flow: 26.449 F_Warp: 1.230 W: 2.629 D_real: 0.501 D_fake: 1.113 
(epoch: 48, iters: 780, time: 0.085) G_GAN: 2.150 G_GAN_Feat: 8.865 G_VGG: 5.025 F_Flow: 28.418 F_Warp: 1.049 W: 2.428 D_real: 1.605 D_fake: 0.187 
(epoch: 48, iters: 1080, time: 0.081) G_GAN: 0.818 G_GAN_Feat: 8.851 G_VGG: 5.027 F_Flow: 25.985 F_Warp: 1.175 W: 2.429 D_real: 0.400 D_fake: 1.343 
(epoch: 48, iters: 1380, time: 0.079) G_GAN: 1.374 G_GAN_Feat: 9.624 G_VGG: 5.263 F_Flow: 26.654 F_Warp: 1.217 W: 2.634 D_real: 0.854 D_fake: 0.841 
(epoch: 48, iters: 1680, time: 0.077) G_GAN: 1.156 G_GAN_Feat: 9.128 G_VGG: 5.089 F_Flow: 23.660 F_Warp: 1.122 W: 2.507 D_real: 0.704 D_fake: 1.047 
(epoch: 48, iters: 1980, time: 0.076) G_GAN: 2.274 G_GAN_Feat: 9.382 G_VGG: 5.313 F_Flow: 28.829 F_Warp: 1.208 W: 2.658 D_real: 1.789 D_fake: 0.132 
(epoch: 48, iters: 2280, time: 0.076) G_GAN: 0.464 G_GAN_Feat: 9.016 G_VGG: 5.218 F_Flow: 24.674 F_Warp: 1.150 W: 2.500 D_real: 0.186 D_fake: 1.596 
(epoch: 48, iters: 2580, time: 0.077) G_GAN: 1.818 G_GAN_Feat: 9.124 G_VGG: 5.298 F_Flow: 26.561 F_Warp: 1.221 W: 2.549 D_real: 1.163 D_fake: 0.531 
(epoch: 48, iters: 2880, time: 0.070) G_GAN: 1.545 G_GAN_Feat: 9.281 G_VGG: 5.156 F_Flow: 23.244 F_Warp: 1.156 W: 2.482 D_real: 1.000 D_fake: 0.690 
saving the latest model (epoch 48, total_steps 471000)
(epoch: 48, iters: 3180, time: 0.070) G_GAN: 0.501 G_GAN_Feat: 9.367 G_VGG: 5.091 F_Flow: 24.937 F_Warp: 1.145 W: 2.480 D_real: 0.227 D_fake: 1.337 
(epoch: 48, iters: 3480, time: 0.070) G_GAN: 2.451 G_GAN_Feat: 8.687 G_VGG: 5.368 F_Flow: 24.696 F_Warp: 1.173 W: 2.626 D_real: 1.914 D_fake: 0.044 
(epoch: 48, iters: 3780, time: 0.072) G_GAN: 0.621 G_GAN_Feat: 9.252 G_VGG: 5.120 F_Flow: 27.130 F_Warp: 1.122 W: 2.522 D_real: 0.257 D_fake: 1.399 
(epoch: 48, iters: 4080, time: 0.070) G_GAN: 1.619 G_GAN_Feat: 9.244 G_VGG: 5.503 F_Flow: 26.157 F_Warp: 1.216 W: 2.692 D_real: 1.112 D_fake: 0.538 
(epoch: 48, iters: 4380, time: 0.071) G_GAN: 0.915 G_GAN_Feat: 9.412 G_VGG: 5.405 F_Flow: 27.674 F_Warp: 1.215 W: 2.537 D_real: 0.392 D_fake: 1.215 
(epoch: 48, iters: 4680, time: 0.070) G_GAN: 1.889 G_GAN_Feat: 9.101 G_VGG: 5.634 F_Flow: 24.046 F_Warp: 1.307 W: 2.664 D_real: 1.324 D_fake: 0.370 
(epoch: 48, iters: 4980, time: 0.070) G_GAN: 1.365 G_GAN_Feat: 9.181 G_VGG: 5.544 F_Flow: 29.012 F_Warp: 1.271 W: 2.705 D_real: 0.730 D_fake: 0.897 
(epoch: 48, iters: 5280, time: 0.070) G_GAN: 2.163 G_GAN_Feat: 9.047 G_VGG: 5.526 F_Flow: 26.016 F_Warp: 1.232 W: 2.639 D_real: 1.494 D_fake: 0.261 
(epoch: 48, iters: 5580, time: 0.071) G_GAN: 0.888 G_GAN_Feat: 9.641 G_VGG: 5.414 F_Flow: 25.402 F_Warp: 1.300 W: 2.690 D_real: 0.431 D_fake: 1.190 
(epoch: 48, iters: 5880, time: 0.070) G_GAN: 2.483 G_GAN_Feat: 8.716 G_VGG: 5.195 F_Flow: 25.708 F_Warp: 1.156 W: 2.447 D_real: 2.024 D_fake: 0.026 
saving the latest model (epoch 48, total_steps 474000)
(epoch: 48, iters: 6180, time: 0.069) G_GAN: 0.503 G_GAN_Feat: 9.362 G_VGG: 5.185 F_Flow: 24.903 F_Warp: 1.277 W: 2.552 D_real: 0.133 D_fake: 1.605 
(epoch: 48, iters: 6480, time: 0.069) G_GAN: 1.712 G_GAN_Feat: 9.083 G_VGG: 5.055 F_Flow: 28.582 F_Warp: 1.073 W: 2.364 D_real: 1.063 D_fake: 0.513 
(epoch: 48, iters: 6780, time: 0.070) G_GAN: 0.543 G_GAN_Feat: 9.225 G_VGG: 5.213 F_Flow: 23.403 F_Warp: 1.235 W: 2.625 D_real: 0.181 D_fake: 1.623 
(epoch: 48, iters: 7080, time: 0.070) G_GAN: 1.842 G_GAN_Feat: 9.182 G_VGG: 5.086 F_Flow: 27.006 F_Warp: 1.132 W: 2.532 D_real: 1.410 D_fake: 0.356 
(epoch: 48, iters: 7380, time: 0.069) G_GAN: 1.463 G_GAN_Feat: 9.356 G_VGG: 5.427 F_Flow: 27.433 F_Warp: 1.221 W: 2.652 D_real: 0.882 D_fake: 0.797 
(epoch: 48, iters: 7680, time: 0.070) G_GAN: 1.744 G_GAN_Feat: 9.346 G_VGG: 5.458 F_Flow: 25.963 F_Warp: 1.334 W: 2.730 D_real: 1.170 D_fake: 0.372 
(epoch: 48, iters: 7980, time: 0.070) G_GAN: 0.278 G_GAN_Feat: 8.767 G_VGG: 5.302 F_Flow: 25.201 F_Warp: 1.264 W: 2.671 D_real: 0.102 D_fake: 2.002 
(epoch: 48, iters: 8280, time: 0.071) G_GAN: 1.740 G_GAN_Feat: 8.943 G_VGG: 4.909 F_Flow: 25.022 F_Warp: 1.099 W: 2.491 D_real: 1.200 D_fake: 0.395 
(epoch: 48, iters: 8580, time: 0.070) G_GAN: 1.249 G_GAN_Feat: 9.693 G_VGG: 5.438 F_Flow: 27.871 F_Warp: 1.293 W: 2.687 D_real: 0.755 D_fake: 0.787 
(epoch: 48, iters: 8880, time: 0.070) G_GAN: 1.081 G_GAN_Feat: 9.460 G_VGG: 5.297 F_Flow: 24.797 F_Warp: 1.129 W: 2.449 D_real: 0.799 D_fake: 0.950 
saving the latest model (epoch 48, total_steps 477000)
(epoch: 48, iters: 9180, time: 0.071) G_GAN: 2.397 G_GAN_Feat: 9.113 G_VGG: 5.181 F_Flow: 25.787 F_Warp: 1.227 W: 2.576 D_real: 1.878 D_fake: 0.140 
(epoch: 48, iters: 9480, time: 0.071) G_GAN: 0.459 G_GAN_Feat: 8.573 G_VGG: 5.218 F_Flow: 23.697 F_Warp: 1.101 W: 2.537 D_real: 0.133 D_fake: 1.690 
(epoch: 48, iters: 9780, time: 0.070) G_GAN: 1.650 G_GAN_Feat: 9.118 G_VGG: 5.337 F_Flow: 25.187 F_Warp: 1.251 W: 2.645 D_real: 1.126 D_fake: 0.503 
End of epoch 48 / 100 	 Time Taken: 936 sec
(epoch: 49, iters: 120, time: 0.123) G_GAN: 1.087 G_GAN_Feat: 9.222 G_VGG: 5.426 F_Flow: 28.689 F_Warp: 1.218 W: 2.561 D_real: 0.703 D_fake: 0.902 
(epoch: 49, iters: 420, time: 0.082) G_GAN: 1.589 G_GAN_Feat: 9.351 G_VGG: 5.344 F_Flow: 27.442 F_Warp: 1.242 W: 2.665 D_real: 1.060 D_fake: 0.475 
(epoch: 49, iters: 720, time: 0.083) G_GAN: 0.965 G_GAN_Feat: 9.170 G_VGG: 5.301 F_Flow: 26.667 F_Warp: 1.103 W: 2.463 D_real: 0.716 D_fake: 0.939 
(epoch: 49, iters: 1020, time: 0.080) G_GAN: 1.686 G_GAN_Feat: 9.303 G_VGG: 5.229 F_Flow: 27.355 F_Warp: 1.133 W: 2.436 D_real: 1.133 D_fake: 0.614 
(epoch: 49, iters: 1320, time: 0.079) G_GAN: 0.795 G_GAN_Feat: 9.192 G_VGG: 5.197 F_Flow: 29.620 F_Warp: 1.071 W: 2.405 D_real: 0.374 D_fake: 1.448 
(epoch: 49, iters: 1620, time: 0.078) G_GAN: 2.514 G_GAN_Feat: 9.147 G_VGG: 5.432 F_Flow: 25.858 F_Warp: 1.323 W: 2.611 D_real: 1.865 D_fake: 0.079 
(epoch: 49, iters: 1920, time: 0.076) G_GAN: 0.757 G_GAN_Feat: 9.371 G_VGG: 5.293 F_Flow: 26.695 F_Warp: 1.187 W: 2.625 D_real: 0.233 D_fake: 1.259 
saving the latest model (epoch 49, total_steps 480000)
(epoch: 49, iters: 2220, time: 0.074) G_GAN: 1.429 G_GAN_Feat: 8.855 G_VGG: 4.998 F_Flow: 29.824 F_Warp: 1.041 W: 2.337 D_real: 0.998 D_fake: 0.632 
(epoch: 49, iters: 2520, time: 0.075) G_GAN: 2.032 G_GAN_Feat: 8.955 G_VGG: 5.149 F_Flow: 24.081 F_Warp: 1.146 W: 2.551 D_real: 1.595 D_fake: 0.300 
(epoch: 49, iters: 2820, time: 0.074) G_GAN: 0.700 G_GAN_Feat: 8.920 G_VGG: 5.283 F_Flow: 24.872 F_Warp: 1.153 W: 2.530 D_real: 0.339 D_fake: 1.331 
(epoch: 49, iters: 3120, time: 0.071) G_GAN: 1.905 G_GAN_Feat: 8.547 G_VGG: 5.128 F_Flow: 25.186 F_Warp: 1.078 W: 2.466 D_real: 1.474 D_fake: 0.310 
(epoch: 49, iters: 3420, time: 0.070) G_GAN: 1.338 G_GAN_Feat: 8.928 G_VGG: 5.042 F_Flow: 26.006 F_Warp: 1.070 W: 2.383 D_real: 0.763 D_fake: 0.829 
(epoch: 49, iters: 3720, time: 0.071) G_GAN: 0.974 G_GAN_Feat: 9.199 G_VGG: 5.241 F_Flow: 25.554 F_Warp: 1.209 W: 2.547 D_real: 0.403 D_fake: 1.313 
(epoch: 49, iters: 4020, time: 0.070) G_GAN: 2.503 G_GAN_Feat: 9.167 G_VGG: 5.148 F_Flow: 26.941 F_Warp: 1.090 W: 2.556 D_real: 1.943 D_fake: 0.104 
(epoch: 49, iters: 4320, time: 0.069) G_GAN: 0.771 G_GAN_Feat: 9.141 G_VGG: 5.291 F_Flow: 27.031 F_Warp: 1.214 W: 2.510 D_real: 0.449 D_fake: 1.280 
(epoch: 49, iters: 4620, time: 0.070) G_GAN: 1.587 G_GAN_Feat: 8.987 G_VGG: 5.293 F_Flow: 30.654 F_Warp: 1.242 W: 2.679 D_real: 1.060 D_fake: 0.684 
(epoch: 49, iters: 4920, time: 0.071) G_GAN: 1.283 G_GAN_Feat: 9.067 G_VGG: 5.257 F_Flow: 26.620 F_Warp: 1.165 W: 2.563 D_real: 0.734 D_fake: 0.884 
saving the latest model (epoch 49, total_steps 483000)
(epoch: 49, iters: 5220, time: 0.070) G_GAN: 1.351 G_GAN_Feat: 9.267 G_VGG: 5.281 F_Flow: 22.177 F_Warp: 1.153 W: 2.589 D_real: 0.895 D_fake: 0.797 
(epoch: 49, iters: 5520, time: 0.069) G_GAN: 1.213 G_GAN_Feat: 9.357 G_VGG: 5.280 F_Flow: 26.369 F_Warp: 1.300 W: 2.642 D_real: 0.667 D_fake: 1.109 
(epoch: 49, iters: 5820, time: 0.070) G_GAN: 2.540 G_GAN_Feat: 9.292 G_VGG: 5.346 F_Flow: 26.106 F_Warp: 1.244 W: 2.585 D_real: 2.066 D_fake: 0.046 
(epoch: 49, iters: 6120, time: 0.070) G_GAN: 0.543 G_GAN_Feat: 8.524 G_VGG: 5.376 F_Flow: 32.000 F_Warp: 1.242 W: 2.598 D_real: 0.307 D_fake: 1.568 
(epoch: 49, iters: 6420, time: 0.070) G_GAN: 1.722 G_GAN_Feat: 9.273 G_VGG: 5.291 F_Flow: 26.369 F_Warp: 1.244 W: 2.652 D_real: 1.156 D_fake: 0.482 
(epoch: 49, iters: 6720, time: 0.071) G_GAN: 1.522 G_GAN_Feat: 9.696 G_VGG: 5.348 F_Flow: 25.938 F_Warp: 1.292 W: 2.659 D_real: 0.876 D_fake: 0.803 
(epoch: 49, iters: 7020, time: 0.069) G_GAN: 1.553 G_GAN_Feat: 9.321 G_VGG: 5.281 F_Flow: 26.434 F_Warp: 1.143 W: 2.531 D_real: 1.113 D_fake: 0.693 
(epoch: 49, iters: 7320, time: 0.070) G_GAN: 1.478 G_GAN_Feat: 9.531 G_VGG: 5.159 F_Flow: 23.806 F_Warp: 1.073 W: 2.464 D_real: 1.087 D_fake: 0.612 
(epoch: 49, iters: 7620, time: 0.070) G_GAN: 1.474 G_GAN_Feat: 9.373 G_VGG: 5.083 F_Flow: 25.824 F_Warp: 1.126 W: 2.471 D_real: 0.919 D_fake: 0.785 
(epoch: 49, iters: 7920, time: 0.071) G_GAN: 2.586 G_GAN_Feat: 9.260 G_VGG: 5.117 F_Flow: 24.582 F_Warp: 1.171 W: 2.541 D_real: 2.084 D_fake: 0.073 
saving the latest model (epoch 49, total_steps 486000)
(epoch: 49, iters: 8220, time: 0.069) G_GAN: 0.552 G_GAN_Feat: 8.932 G_VGG: 5.110 F_Flow: 25.723 F_Warp: 1.070 W: 2.513 D_real: 0.237 D_fake: 1.526 
(epoch: 49, iters: 8520, time: 0.069) G_GAN: 2.065 G_GAN_Feat: 9.091 G_VGG: 5.284 F_Flow: 26.264 F_Warp: 1.176 W: 2.620 D_real: 1.640 D_fake: 0.114 
(epoch: 49, iters: 8820, time: 0.069) G_GAN: 0.721 G_GAN_Feat: 8.981 G_VGG: 5.367 F_Flow: 28.472 F_Warp: 1.227 W: 2.639 D_real: 0.273 D_fake: 1.501 
(epoch: 49, iters: 9120, time: 0.070) G_GAN: 1.825 G_GAN_Feat: 8.894 G_VGG: 5.229 F_Flow: 24.936 F_Warp: 1.279 W: 2.737 D_real: 1.401 D_fake: 0.342 
(epoch: 49, iters: 9420, time: 0.069) G_GAN: 0.642 G_GAN_Feat: 9.298 G_VGG: 5.094 F_Flow: 24.953 F_Warp: 1.180 W: 2.520 D_real: 0.337 D_fake: 1.388 
(epoch: 49, iters: 9720, time: 0.069) G_GAN: 1.624 G_GAN_Feat: 9.008 G_VGG: 5.067 F_Flow: 23.284 F_Warp: 1.076 W: 2.348 D_real: 1.103 D_fake: 0.514 
End of epoch 49 / 100 	 Time Taken: 939 sec
(epoch: 50, iters: 60, time: 0.118) G_GAN: 1.563 G_GAN_Feat: 9.087 G_VGG: 5.205 F_Flow: 26.793 F_Warp: 1.115 W: 2.468 D_real: 1.138 D_fake: 0.629 
(epoch: 50, iters: 360, time: 0.081) G_GAN: 1.103 G_GAN_Feat: 9.015 G_VGG: 4.976 F_Flow: 26.873 F_Warp: 0.984 W: 2.359 D_real: 0.760 D_fake: 0.909 
(epoch: 50, iters: 660, time: 0.084) G_GAN: 0.737 G_GAN_Feat: 9.629 G_VGG: 5.222 F_Flow: 25.028 F_Warp: 1.205 W: 2.644 D_real: 0.511 D_fake: 1.109 
(epoch: 50, iters: 960, time: 0.081) G_GAN: 2.287 G_GAN_Feat: 8.898 G_VGG: 5.214 F_Flow: 27.090 F_Warp: 1.139 W: 2.556 D_real: 1.747 D_fake: 0.161 
saving the latest model (epoch 50, total_steps 489000)
(epoch: 50, iters: 1260, time: 0.082) G_GAN: 0.504 G_GAN_Feat: 9.175 G_VGG: 5.236 F_Flow: 30.400 F_Warp: 1.185 W: 2.463 D_real: 0.223 D_fake: 1.683 
(epoch: 50, iters: 1560, time: 0.077) G_GAN: 1.764 G_GAN_Feat: 9.242 G_VGG: 5.348 F_Flow: 25.089 F_Warp: 1.222 W: 2.616 D_real: 1.081 D_fake: 0.432 
(epoch: 50, iters: 1860, time: 0.076) G_GAN: 0.660 G_GAN_Feat: 8.641 G_VGG: 5.185 F_Flow: 26.300 F_Warp: 1.183 W: 2.577 D_real: 0.395 D_fake: 1.404 
(epoch: 50, iters: 2160, time: 0.077) G_GAN: 1.588 G_GAN_Feat: 9.209 G_VGG: 5.175 F_Flow: 27.235 F_Warp: 1.112 W: 2.514 D_real: 1.193 D_fake: 0.660 
(epoch: 50, iters: 2460, time: 0.076) G_GAN: 0.738 G_GAN_Feat: 9.959 G_VGG: 5.545 F_Flow: 27.111 F_Warp: 1.347 W: 2.781 D_real: 0.340 D_fake: 1.347 
(epoch: 50, iters: 2760, time: 0.073) G_GAN: 2.711 G_GAN_Feat: 8.529 G_VGG: 5.161 F_Flow: 26.225 F_Warp: 1.191 W: 2.592 D_real: 2.335 D_fake: 0.022 
(epoch: 50, iters: 3060, time: 0.070) G_GAN: 1.011 G_GAN_Feat: 8.077 G_VGG: 4.798 F_Flow: 21.620 F_Warp: 1.024 W: 2.267 D_real: 0.592 D_fake: 1.074 
(epoch: 50, iters: 3360, time: 0.071) G_GAN: 1.612 G_GAN_Feat: 9.265 G_VGG: 5.138 F_Flow: 26.890 F_Warp: 1.185 W: 2.526 D_real: 0.964 D_fake: 0.556 
(epoch: 50, iters: 3660, time: 0.070) G_GAN: 1.362 G_GAN_Feat: 9.106 G_VGG: 5.181 F_Flow: 26.172 F_Warp: 1.171 W: 2.463 D_real: 0.751 D_fake: 0.848 
(epoch: 50, iters: 3960, time: 0.069) G_GAN: 1.753 G_GAN_Feat: 8.663 G_VGG: 5.075 F_Flow: 26.646 F_Warp: 1.075 W: 2.418 D_real: 1.201 D_fake: 0.452 
saving the latest model (epoch 50, total_steps 492000)
(epoch: 50, iters: 4260, time: 0.069) G_GAN: 0.548 G_GAN_Feat: 8.871 G_VGG: 5.192 F_Flow: 25.529 F_Warp: 1.167 W: 2.603 D_real: 0.321 D_fake: 1.567 
(epoch: 50, iters: 4560, time: 0.069) G_GAN: 1.703 G_GAN_Feat: 8.596 G_VGG: 5.023 F_Flow: 24.881 F_Warp: 1.188 W: 2.392 D_real: 1.204 D_fake: 0.519 
(epoch: 50, iters: 4860, time: 0.069) G_GAN: 1.266 G_GAN_Feat: 9.344 G_VGG: 5.421 F_Flow: 24.628 F_Warp: 1.182 W: 2.680 D_real: 0.769 D_fake: 0.964 
(epoch: 50, iters: 5160, time: 0.069) G_GAN: 1.644 G_GAN_Feat: 9.117 G_VGG: 5.126 F_Flow: 25.737 F_Warp: 1.096 W: 2.480 D_real: 1.096 D_fake: 0.581 
(epoch: 50, iters: 5460, time: 0.070) G_GAN: 0.283 G_GAN_Feat: 9.191 G_VGG: 5.227 F_Flow: 29.735 F_Warp: 1.207 W: 2.526 D_real: 0.095 D_fake: 2.022 
(epoch: 50, iters: 5760, time: 0.070) G_GAN: 1.718 G_GAN_Feat: 9.314 G_VGG: 5.434 F_Flow: 28.050 F_Warp: 1.251 W: 2.619 D_real: 1.175 D_fake: 0.456 
(epoch: 50, iters: 6060, time: 0.071) G_GAN: 0.524 G_GAN_Feat: 9.538 G_VGG: 5.285 F_Flow: 27.967 F_Warp: 1.244 W: 2.565 D_real: 0.246 D_fake: 1.560 
(epoch: 50, iters: 6360, time: 0.070) G_GAN: 2.389 G_GAN_Feat: 8.184 G_VGG: 5.124 F_Flow: 26.428 F_Warp: 1.101 W: 2.491 D_real: 1.929 D_fake: 0.106 
(epoch: 50, iters: 6660, time: 0.069) G_GAN: 1.182 G_GAN_Feat: 8.828 G_VGG: 5.287 F_Flow: 24.926 F_Warp: 1.175 W: 2.520 D_real: 0.741 D_fake: 0.934 
(epoch: 50, iters: 6960, time: 0.068) G_GAN: 1.287 G_GAN_Feat: 9.398 G_VGG: 5.191 F_Flow: 26.629 F_Warp: 1.156 W: 2.559 D_real: 0.843 D_fake: 0.764 
saving the latest model (epoch 50, total_steps 495000)
(epoch: 50, iters: 7260, time: 0.069) G_GAN: 1.305 G_GAN_Feat: 9.188 G_VGG: 5.194 F_Flow: 25.842 F_Warp: 1.111 W: 2.484 D_real: 0.884 D_fake: 0.707 
(epoch: 50, iters: 7560, time: 0.069) G_GAN: 1.604 G_GAN_Feat: 9.654 G_VGG: 5.279 F_Flow: 29.023 F_Warp: 1.253 W: 2.578 D_real: 1.016 D_fake: 0.657 
(epoch: 50, iters: 7860, time: 0.071) G_GAN: 0.337 G_GAN_Feat: 9.264 G_VGG: 5.135 F_Flow: 23.895 F_Warp: 1.186 W: 2.610 D_real: 0.090 D_fake: 1.907 
(epoch: 50, iters: 8160, time: 0.071) G_GAN: 2.242 G_GAN_Feat: 8.899 G_VGG: 5.028 F_Flow: 26.691 F_Warp: 1.105 W: 2.445 D_real: 1.646 D_fake: 0.180 
(epoch: 50, iters: 8460, time: 0.069) G_GAN: 0.952 G_GAN_Feat: 9.190 G_VGG: 5.202 F_Flow: 25.700 F_Warp: 1.152 W: 2.525 D_real: 0.397 D_fake: 1.392 
(epoch: 50, iters: 8760, time: 0.069) G_GAN: 2.297 G_GAN_Feat: 9.698 G_VGG: 5.521 F_Flow: 26.465 F_Warp: 1.404 W: 2.773 D_real: 1.474 D_fake: 0.174 
(epoch: 50, iters: 9060, time: 0.069) G_GAN: 0.825 G_GAN_Feat: 9.362 G_VGG: 5.395 F_Flow: 22.321 F_Warp: 1.309 W: 2.675 D_real: 0.285 D_fake: 1.304 
(epoch: 50, iters: 9360, time: 0.070) G_GAN: 1.525 G_GAN_Feat: 9.337 G_VGG: 5.132 F_Flow: 24.072 F_Warp: 1.144 W: 2.511 D_real: 0.754 D_fake: 0.784 
(epoch: 50, iters: 9660, time: 0.069) G_GAN: 1.443 G_GAN_Feat: 9.357 G_VGG: 5.021 F_Flow: 28.632 F_Warp: 1.136 W: 2.474 D_real: 1.033 D_fake: 0.692 
(epoch: 50, iters: 9960, time: 0.069) G_GAN: 2.289 G_GAN_Feat: 9.238 G_VGG: 5.333 F_Flow: 26.048 F_Warp: 1.221 W: 2.533 D_real: 1.593 D_fake: 0.185 
saving the latest model (epoch 50, total_steps 498000)
End of epoch 50 / 100 	 Time Taken: 957 sec
saving the model at the end of epoch 50, iters 498000
(epoch: 51, iters: 300, time: 0.416) G_GAN: 2.481 G_GAN_Feat: 9.392 G_VGG: 5.671 GT_GAN: 2.363 GT_GAN_Feat: 7.261 F_Flow: 34.528 F_Warp: 2.700 W: 5.844 D_real: 1.773 D_fake: 0.041 DT_real: 1.181 DT_fake: 0.819 
(epoch: 51, iters: 600, time: 0.352) G_GAN: 2.170 G_GAN_Feat: 9.094 G_VGG: 5.389 GT_GAN: 2.422 GT_GAN_Feat: 6.424 F_Flow: 34.137 F_Warp: 2.350 W: 5.282 D_real: 1.366 D_fake: 0.101 DT_real: 1.210 DT_fake: 0.789 
(epoch: 51, iters: 900, time: 0.332) G_GAN: 1.595 G_GAN_Feat: 8.544 G_VGG: 5.001 GT_GAN: 2.564 GT_GAN_Feat: 5.509 F_Flow: 32.456 F_Warp: 2.048 W: 4.856 D_real: 0.924 D_fake: 0.535 DT_real: 1.281 DT_fake: 0.718 
(epoch: 51, iters: 1200, time: 0.324) G_GAN: 2.012 G_GAN_Feat: 9.178 G_VGG: 5.404 GT_GAN: 2.571 GT_GAN_Feat: 6.803 F_Flow: 37.766 F_Warp: 2.360 W: 5.197 D_real: 1.257 D_fake: 0.158 DT_real: 1.283 DT_fake: 0.715 
(epoch: 51, iters: 1500, time: 0.321) G_GAN: 2.213 G_GAN_Feat: 9.561 G_VGG: 5.628 GT_GAN: 2.549 GT_GAN_Feat: 7.885 F_Flow: 39.783 F_Warp: 2.645 W: 5.724 D_real: 1.380 D_fake: 0.093 DT_real: 1.273 DT_fake: 0.726 
(epoch: 51, iters: 1800, time: 0.325) G_GAN: 2.338 G_GAN_Feat: 8.888 G_VGG: 5.265 GT_GAN: 2.510 GT_GAN_Feat: 7.582 F_Flow: 30.504 F_Warp: 2.251 W: 4.934 D_real: 1.536 D_fake: 0.072 DT_real: 1.250 DT_fake: 0.746 
(epoch: 51, iters: 2100, time: 0.320) G_GAN: 2.042 G_GAN_Feat: 8.884 G_VGG: 5.291 GT_GAN: 2.636 GT_GAN_Feat: 10.231 F_Flow: 35.351 F_Warp: 2.297 W: 5.280 D_real: 1.329 D_fake: 0.171 DT_real: 1.308 DT_fake: 0.684 
(epoch: 51, iters: 2400, time: 0.322) G_GAN: 2.301 G_GAN_Feat: 9.501 G_VGG: 5.659 GT_GAN: 2.505 GT_GAN_Feat: 14.647 F_Flow: 32.109 F_Warp: 2.658 W: 5.574 D_real: 1.393 D_fake: 0.045 DT_real: 1.229 DT_fake: 0.751 
(epoch: 51, iters: 2700, time: 0.322) G_GAN: 2.409 G_GAN_Feat: 9.594 G_VGG: 5.752 GT_GAN: 1.918 GT_GAN_Feat: 11.257 F_Flow: 43.036 F_Warp: 2.731 W: 5.670 D_real: 1.500 D_fake: 0.064 DT_real: 0.947 DT_fake: 1.043 
(epoch: 51, iters: 3000, time: 0.321) G_GAN: 0.624 G_GAN_Feat: 9.386 G_VGG: 5.229 GT_GAN: 2.028 GT_GAN_Feat: 8.538 F_Flow: 31.980 F_Warp: 2.455 W: 5.201 D_real: 0.149 D_fake: 1.515 DT_real: 1.003 DT_fake: 0.987 
saving the latest model (epoch 51, total_steps 501000)
(epoch: 51, iters: 3300, time: 0.322) G_GAN: 1.395 G_GAN_Feat: 8.925 G_VGG: 5.273 GT_GAN: 1.460 GT_GAN_Feat: 6.592 F_Flow: 33.119 F_Warp: 2.359 W: 5.060 D_real: 0.535 D_fake: 0.725 DT_real: 0.731 DT_fake: 3.034 
(epoch: 51, iters: 3600, time: 0.321) G_GAN: 0.740 G_GAN_Feat: 9.375 G_VGG: 5.357 GT_GAN: 0.010 GT_GAN_Feat: 6.705 F_Flow: 35.061 F_Warp: 2.394 W: 5.398 D_real: 0.186 D_fake: 1.330 DT_real: 0.005 DT_fake: 3.023 
(epoch: 51, iters: 3900, time: 0.321) G_GAN: 0.703 G_GAN_Feat: 9.050 G_VGG: 5.200 GT_GAN: 1.865 GT_GAN_Feat: 6.033 F_Flow: 30.846 F_Warp: 2.430 W: 5.124 D_real: 0.214 D_fake: 1.371 DT_real: 0.932 DT_fake: 1.067 
(epoch: 51, iters: 4200, time: 0.320) G_GAN: 0.680 G_GAN_Feat: 9.125 G_VGG: 5.515 GT_GAN: 1.776 GT_GAN_Feat: 6.986 F_Flow: 36.209 F_Warp: 2.563 W: 5.376 D_real: 0.246 D_fake: 1.428 DT_real: 0.887 DT_fake: 1.112 
(epoch: 51, iters: 4500, time: 0.322) G_GAN: 1.000 G_GAN_Feat: 9.898 G_VGG: 5.724 GT_GAN: 1.666 GT_GAN_Feat: 7.003 F_Flow: 32.956 F_Warp: 2.718 W: 5.627 D_real: 0.266 D_fake: 1.085 DT_real: 0.833 DT_fake: 1.167 
(epoch: 51, iters: 4800, time: 0.322) G_GAN: 0.750 G_GAN_Feat: 9.414 G_VGG: 5.579 GT_GAN: 1.587 GT_GAN_Feat: 6.832 F_Flow: 30.834 F_Warp: 2.630 W: 5.497 D_real: 0.167 D_fake: 1.328 DT_real: 0.793 DT_fake: 1.206 
(epoch: 51, iters: 5100, time: 0.320) G_GAN: 1.015 G_GAN_Feat: 9.635 G_VGG: 5.599 GT_GAN: 1.419 GT_GAN_Feat: 8.196 F_Flow: 34.398 F_Warp: 2.774 W: 5.655 D_real: 0.325 D_fake: 1.073 DT_real: 0.708 DT_fake: 1.290 
(epoch: 51, iters: 5400, time: 0.320) G_GAN: 1.428 G_GAN_Feat: 9.270 G_VGG: 5.494 GT_GAN: 1.344 GT_GAN_Feat: 7.023 F_Flow: 39.201 F_Warp: 2.556 W: 5.226 D_real: 0.590 D_fake: 0.721 DT_real: 0.670 DT_fake: 1.327 
(epoch: 51, iters: 5700, time: 0.318) G_GAN: 0.607 G_GAN_Feat: 9.118 G_VGG: 5.376 GT_GAN: 1.348 GT_GAN_Feat: 6.665 F_Flow: 36.208 F_Warp: 2.306 W: 5.223 D_real: 0.141 D_fake: 1.508 DT_real: 0.670 DT_fake: 1.326 
(epoch: 51, iters: 6000, time: 0.319) G_GAN: 1.275 G_GAN_Feat: 9.189 G_VGG: 5.318 GT_GAN: 1.213 GT_GAN_Feat: 7.624 F_Flow: 33.866 F_Warp: 2.566 W: 5.236 D_real: 0.516 D_fake: 0.827 DT_real: 0.604 DT_fake: 1.394 
saving the latest model (epoch 51, total_steps 504000)
(epoch: 51, iters: 6300, time: 0.321) G_GAN: 0.763 G_GAN_Feat: 8.715 G_VGG: 5.316 GT_GAN: 0.988 GT_GAN_Feat: 7.895 F_Flow: 32.717 F_Warp: 2.266 W: 4.950 D_real: 0.215 D_fake: 1.327 DT_real: 0.486 DT_fake: 1.508 
(epoch: 51, iters: 6600, time: 0.322) G_GAN: 1.109 G_GAN_Feat: 8.757 G_VGG: 5.292 GT_GAN: 0.982 GT_GAN_Feat: 9.456 F_Flow: 31.439 F_Warp: 2.314 W: 4.999 D_real: 0.419 D_fake: 0.962 DT_real: 0.478 DT_fake: 1.511 
(epoch: 51, iters: 6900, time: 0.320) G_GAN: 0.909 G_GAN_Feat: 9.147 G_VGG: 5.343 GT_GAN: 1.544 GT_GAN_Feat: 6.577 F_Flow: 33.373 F_Warp: 2.396 W: 5.021 D_real: 0.229 D_fake: 1.265 DT_real: 0.762 DT_fake: 1.230 
(epoch: 51, iters: 7200, time: 0.321) G_GAN: 0.598 G_GAN_Feat: 9.534 G_VGG: 5.551 GT_GAN: 1.331 GT_GAN_Feat: 10.533 F_Flow: 33.994 F_Warp: 2.747 W: 5.421 D_real: 0.095 D_fake: 1.532 DT_real: 0.634 DT_fake: 1.341 
(epoch: 51, iters: 7500, time: 0.319) G_GAN: 0.886 G_GAN_Feat: 9.169 G_VGG: 5.414 GT_GAN: 1.217 GT_GAN_Feat: 11.119 F_Flow: 36.758 F_Warp: 2.490 W: 5.250 D_real: 0.219 D_fake: 1.233 DT_real: 0.590 DT_fake: 1.395 
(epoch: 51, iters: 7800, time: 0.323) G_GAN: 0.887 G_GAN_Feat: 9.036 G_VGG: 5.482 GT_GAN: 1.351 GT_GAN_Feat: 12.738 F_Flow: 32.161 F_Warp: 2.347 W: 5.190 D_real: 0.218 D_fake: 1.222 DT_real: 0.635 DT_fake: 1.332 
(epoch: 51, iters: 8100, time: 0.321) G_GAN: 0.770 G_GAN_Feat: 9.214 G_VGG: 5.688 GT_GAN: 1.608 GT_GAN_Feat: 12.483 F_Flow: 37.371 F_Warp: 2.589 W: 5.317 D_real: 0.131 D_fake: 1.332 DT_real: 0.754 DT_fake: 1.208 
(epoch: 51, iters: 8400, time: 0.316) G_GAN: 0.733 G_GAN_Feat: 9.360 G_VGG: 5.552 GT_GAN: 1.641 GT_GAN_Feat: 13.270 F_Flow: 36.106 F_Warp: 2.600 W: 5.465 D_real: 0.174 D_fake: 1.355 DT_real: 0.751 DT_fake: 1.201 
(epoch: 51, iters: 8700, time: 0.318) G_GAN: 0.898 G_GAN_Feat: 9.260 G_VGG: 5.464 GT_GAN: 1.938 GT_GAN_Feat: 12.661 F_Flow: 30.554 F_Warp: 2.608 W: 5.409 D_real: 0.279 D_fake: 1.210 DT_real: 0.909 DT_fake: 1.044 
(epoch: 51, iters: 9000, time: 0.318) G_GAN: 0.870 G_GAN_Feat: 9.137 G_VGG: 5.397 GT_GAN: 6.865 GT_GAN_Feat: 7.039 F_Flow: 34.250 F_Warp: 2.333 W: 4.998 D_real: 0.253 D_fake: 1.336 DT_real: 3.437 DT_fake: 0.171 
saving the latest model (epoch 51, total_steps 507000)
(epoch: 51, iters: 9300, time: 0.319) G_GAN: 1.105 G_GAN_Feat: 9.102 G_VGG: 5.349 GT_GAN: 0.779 GT_GAN_Feat: 4.829 F_Flow: 33.759 F_Warp: 2.319 W: 5.285 D_real: 0.314 D_fake: 0.970 DT_real: 0.388 DT_fake: 1.624 
(epoch: 51, iters: 9600, time: 0.318) G_GAN: 0.408 G_GAN_Feat: 8.725 G_VGG: 5.340 GT_GAN: 2.169 GT_GAN_Feat: 5.391 F_Flow: 34.278 F_Warp: 2.311 W: 5.087 D_real: 0.088 D_fake: 1.759 DT_real: 1.085 DT_fake: 0.916 
(epoch: 51, iters: 9900, time: 0.320) G_GAN: 0.503 G_GAN_Feat: 9.231 G_VGG: 5.262 GT_GAN: 2.131 GT_GAN_Feat: 5.062 F_Flow: 32.007 F_Warp: 2.310 W: 4.944 D_real: 0.089 D_fake: 1.665 DT_real: 1.065 DT_fake: 0.935 
End of epoch 51 / 100 	 Time Taken: 3485 sec
(epoch: 52, iters: 240, time: 0.449) G_GAN: 0.845 G_GAN_Feat: 9.125 G_VGG: 5.478 GT_GAN: 2.270 GT_GAN_Feat: 5.036 F_Flow: 33.282 F_Warp: 2.496 W: 5.179 D_real: 0.195 D_fake: 1.292 DT_real: 1.136 DT_fake: 0.865 
(epoch: 52, iters: 540, time: 0.354) G_GAN: 1.107 G_GAN_Feat: 9.336 G_VGG: 5.690 GT_GAN: 2.103 GT_GAN_Feat: 6.419 F_Flow: 38.648 F_Warp: 2.625 W: 5.411 D_real: 0.355 D_fake: 0.959 DT_real: 1.051 DT_fake: 0.949 
(epoch: 52, iters: 840, time: 0.335) G_GAN: 0.866 G_GAN_Feat: 9.234 G_VGG: 5.490 GT_GAN: 1.884 GT_GAN_Feat: 5.577 F_Flow: 34.958 F_Warp: 2.709 W: 5.401 D_real: 0.248 D_fake: 1.255 DT_real: 0.940 DT_fake: 1.058 
(epoch: 52, iters: 1140, time: 0.327) G_GAN: 0.780 G_GAN_Feat: 8.984 G_VGG: 5.375 GT_GAN: 1.454 GT_GAN_Feat: 5.115 F_Flow: 33.517 F_Warp: 2.442 W: 5.221 D_real: 0.217 D_fake: 1.325 DT_real: 0.723 DT_fake: 1.274 
(epoch: 52, iters: 1440, time: 0.321) G_GAN: 0.969 G_GAN_Feat: 9.191 G_VGG: 5.589 GT_GAN: 1.190 GT_GAN_Feat: 7.137 F_Flow: 40.064 F_Warp: 2.583 W: 5.218 D_real: 0.244 D_fake: 1.133 DT_real: 0.580 DT_fake: 1.408 
(epoch: 52, iters: 1740, time: 0.323) G_GAN: 1.164 G_GAN_Feat: 8.802 G_VGG: 5.162 GT_GAN: 1.190 GT_GAN_Feat: 7.106 F_Flow: 32.337 F_Warp: 2.156 W: 4.770 D_real: 0.487 D_fake: 0.985 DT_real: 0.585 DT_fake: 1.406 
(epoch: 52, iters: 2040, time: 0.321) G_GAN: 0.682 G_GAN_Feat: 9.672 G_VGG: 5.680 GT_GAN: 1.093 GT_GAN_Feat: 8.492 F_Flow: 40.602 F_Warp: 2.714 W: 5.386 D_real: 0.141 D_fake: 1.501 DT_real: 0.521 DT_fake: 1.458 
saving the latest model (epoch 52, total_steps 510000)
(epoch: 52, iters: 2340, time: 0.321) G_GAN: 1.135 G_GAN_Feat: 8.882 G_VGG: 5.343 GT_GAN: 1.125 GT_GAN_Feat: 7.877 F_Flow: 37.870 F_Warp: 2.381 W: 4.968 D_real: 0.351 D_fake: 0.950 DT_real: 0.529 DT_fake: 1.443 
(epoch: 52, iters: 2640, time: 0.323) G_GAN: 0.848 G_GAN_Feat: 9.518 G_VGG: 5.751 GT_GAN: 1.319 GT_GAN_Feat: 10.627 F_Flow: 31.969 F_Warp: 2.890 W: 5.689 D_real: 0.152 D_fake: 1.253 DT_real: 0.647 DT_fake: 1.342 
(epoch: 52, iters: 2940, time: 0.320) G_GAN: 1.234 G_GAN_Feat: 8.978 G_VGG: 5.374 GT_GAN: 1.131 GT_GAN_Feat: 7.695 F_Flow: 32.924 F_Warp: 2.329 W: 5.139 D_real: 0.399 D_fake: 0.838 DT_real: 0.530 DT_fake: 1.443 
(epoch: 52, iters: 3240, time: 0.320) G_GAN: 0.791 G_GAN_Feat: 8.947 G_VGG: 5.447 GT_GAN: 1.374 GT_GAN_Feat: 8.847 F_Flow: 33.749 F_Warp: 2.532 W: 5.219 D_real: 0.127 D_fake: 1.341 DT_real: 0.643 DT_fake: 1.318 
(epoch: 52, iters: 3540, time: 0.321) G_GAN: 2.099 G_GAN_Feat: 9.324 G_VGG: 5.350 GT_GAN: 1.271 GT_GAN_Feat: 10.390 F_Flow: 36.122 F_Warp: 2.453 W: 5.203 D_real: 1.027 D_fake: 0.330 DT_real: 0.562 DT_fake: 1.383 
(epoch: 52, iters: 3840, time: 0.323) G_GAN: 2.369 G_GAN_Feat: 9.161 G_VGG: 5.549 GT_GAN: 1.259 GT_GAN_Feat: 11.861 F_Flow: 38.545 F_Warp: 2.628 W: 5.510 D_real: 1.469 D_fake: 0.066 DT_real: 0.517 DT_fake: 1.394 
(epoch: 52, iters: 4140, time: 0.323) G_GAN: 2.305 G_GAN_Feat: 8.829 G_VGG: 5.250 GT_GAN: 1.457 GT_GAN_Feat: 11.581 F_Flow: 30.706 F_Warp: 2.261 W: 5.028 D_real: 1.447 D_fake: 0.134 DT_real: 0.605 DT_fake: 1.299 
(epoch: 52, iters: 4440, time: 0.322) G_GAN: 1.975 G_GAN_Feat: 8.839 G_VGG: 5.335 GT_GAN: 0.016 GT_GAN_Feat: 9.447 F_Flow: 32.711 F_Warp: 2.402 W: 5.051 D_real: 1.008 D_fake: 0.251 DT_real: 0.005 DT_fake: 3.265 
(epoch: 52, iters: 4740, time: 0.319) G_GAN: 2.597 G_GAN_Feat: 9.520 G_VGG: 5.819 GT_GAN: 1.610 GT_GAN_Feat: 8.814 F_Flow: 34.547 F_Warp: 2.920 W: 5.821 D_real: 1.519 D_fake: 0.035 DT_real: 0.784 DT_fake: 1.210 
(epoch: 52, iters: 5040, time: 0.319) G_GAN: 0.559 G_GAN_Feat: 9.094 G_VGG: 5.331 GT_GAN: 1.297 GT_GAN_Feat: 10.126 F_Flow: 35.367 F_Warp: 2.567 W: 5.196 D_real: 0.072 D_fake: 1.585 DT_real: 0.590 DT_fake: 1.363 
saving the latest model (epoch 52, total_steps 513000)
(epoch: 52, iters: 5340, time: 0.319) G_GAN: 0.567 G_GAN_Feat: 9.253 G_VGG: 5.676 GT_GAN: 1.109 GT_GAN_Feat: 11.349 F_Flow: 36.422 F_Warp: 2.378 W: 5.169 D_real: 0.048 D_fake: 1.609 DT_real: 0.464 DT_fake: 1.462 
(epoch: 52, iters: 5640, time: 0.321) G_GAN: 0.653 G_GAN_Feat: 9.393 G_VGG: 5.634 GT_GAN: 1.196 GT_GAN_Feat: 11.277 F_Flow: 37.486 F_Warp: 2.578 W: 5.351 D_real: 0.107 D_fake: 1.484 DT_real: 0.508 DT_fake: 1.423 
(epoch: 52, iters: 5940, time: 0.323) G_GAN: 0.277 G_GAN_Feat: 8.801 G_VGG: 5.491 GT_GAN: 1.304 GT_GAN_Feat: 12.003 F_Flow: 32.028 F_Warp: 2.548 W: 5.207 D_real: 0.056 D_fake: 1.990 DT_real: 0.500 DT_fake: 1.388 
(epoch: 52, iters: 6240, time: 0.320) G_GAN: 0.718 G_GAN_Feat: 8.411 G_VGG: 5.018 GT_GAN: 1.564 GT_GAN_Feat: 11.077 F_Flow: 32.647 F_Warp: 2.074 W: 4.759 D_real: 0.241 D_fake: 1.412 DT_real: 0.595 DT_fake: 1.276 
(epoch: 52, iters: 6540, time: 0.320) G_GAN: 0.663 G_GAN_Feat: 9.188 G_VGG: 5.398 GT_GAN: 1.861 GT_GAN_Feat: 11.445 F_Flow: 36.475 F_Warp: 2.489 W: 5.100 D_real: 0.119 D_fake: 1.476 DT_real: 0.793 DT_fake: 1.097 
(epoch: 52, iters: 6840, time: 0.320) G_GAN: 0.756 G_GAN_Feat: 8.916 G_VGG: 5.339 GT_GAN: 2.099 GT_GAN_Feat: 11.795 F_Flow: 35.414 F_Warp: 2.383 W: 5.251 D_real: 0.152 D_fake: 1.368 DT_real: 0.876 DT_fake: 0.994 
(epoch: 52, iters: 7140, time: 0.316) G_GAN: 0.705 G_GAN_Feat: 9.031 G_VGG: 5.353 GT_GAN: 1.196 GT_GAN_Feat: 11.950 F_Flow: 33.590 F_Warp: 2.254 W: 5.063 D_real: 0.133 D_fake: 1.418 DT_real: 0.542 DT_fake: 2.339 
(epoch: 52, iters: 7440, time: 0.319) G_GAN: 0.850 G_GAN_Feat: 9.247 G_VGG: 5.593 GT_GAN: 1.152 GT_GAN_Feat: 13.386 F_Flow: 36.974 F_Warp: 2.573 W: 5.244 D_real: 0.153 D_fake: 1.265 DT_real: 0.458 DT_fake: 1.444 
(epoch: 52, iters: 7740, time: 0.319) G_GAN: 0.672 G_GAN_Feat: 8.727 G_VGG: 5.098 GT_GAN: 1.349 GT_GAN_Feat: 13.087 F_Flow: 29.982 F_Warp: 2.062 W: 4.458 D_real: 0.150 D_fake: 1.535 DT_real: 0.490 DT_fake: 1.359 
(epoch: 52, iters: 8040, time: 0.322) G_GAN: 0.961 G_GAN_Feat: 9.332 G_VGG: 5.546 GT_GAN: 1.897 GT_GAN_Feat: 16.346 F_Flow: 37.620 F_Warp: 2.572 W: 5.358 D_real: 0.200 D_fake: 1.238 DT_real: 0.756 DT_fake: 1.100 
saving the latest model (epoch 52, total_steps 516000)
(epoch: 52, iters: 8340, time: 0.319) G_GAN: 0.333 G_GAN_Feat: 9.179 G_VGG: 5.569 GT_GAN: 1.718 GT_GAN_Feat: 16.421 F_Flow: 37.270 F_Warp: 2.609 W: 5.470 D_real: 0.066 D_fake: 1.904 DT_real: 0.583 DT_fake: 1.211 
(epoch: 52, iters: 8640, time: 0.320) G_GAN: 0.778 G_GAN_Feat: 9.369 G_VGG: 5.455 GT_GAN: 0.055 GT_GAN_Feat: 14.580 F_Flow: 37.018 F_Warp: 2.464 W: 5.295 D_real: 0.123 D_fake: 1.397 DT_real: 0.027 DT_fake: 3.388 
(epoch: 52, iters: 8940, time: 0.317) G_GAN: 1.185 G_GAN_Feat: 9.186 G_VGG: 5.377 GT_GAN: 1.541 GT_GAN_Feat: 12.670 F_Flow: 35.060 F_Warp: 2.362 W: 5.192 D_real: 0.268 D_fake: 0.906 DT_real: 0.597 DT_fake: 1.267 
(epoch: 52, iters: 9240, time: 0.317) G_GAN: 1.118 G_GAN_Feat: 9.493 G_VGG: 5.282 GT_GAN: 1.611 GT_GAN_Feat: 14.624 F_Flow: 32.088 F_Warp: 2.519 W: 5.072 D_real: 0.291 D_fake: 0.963 DT_real: 0.605 DT_fake: 1.239 
(epoch: 52, iters: 9540, time: 0.319) G_GAN: 0.707 G_GAN_Feat: 9.253 G_VGG: 5.222 GT_GAN: 2.046 GT_GAN_Feat: 14.628 F_Flow: 31.426 F_Warp: 2.258 W: 5.144 D_real: 0.091 D_fake: 1.416 DT_real: 0.679 DT_fake: 1.070 
(epoch: 52, iters: 9840, time: 0.318) G_GAN: 0.664 G_GAN_Feat: 9.858 G_VGG: 5.861 GT_GAN: 2.463 GT_GAN_Feat: 19.755 F_Flow: 38.976 F_Warp: 2.854 W: 5.650 D_real: 0.087 D_fake: 1.479 DT_real: 0.884 DT_fake: 0.856 
End of epoch 52 / 100 	 Time Taken: 3479 sec
(epoch: 53, iters: 180, time: 0.441) G_GAN: 0.809 G_GAN_Feat: 9.068 G_VGG: 5.320 GT_GAN: 2.286 GT_GAN_Feat: 13.668 F_Flow: 34.991 F_Warp: 2.460 W: 5.103 D_real: 0.197 D_fake: 1.361 DT_real: 0.899 DT_fake: 0.899 
(epoch: 53, iters: 480, time: 0.366) G_GAN: 0.664 G_GAN_Feat: 9.068 G_VGG: 5.578 GT_GAN: 0.245 GT_GAN_Feat: 12.839 F_Flow: 37.976 F_Warp: 2.331 W: 5.033 D_real: 0.112 D_fake: 1.483 DT_real: 0.073 DT_fake: 2.522 
(epoch: 53, iters: 780, time: 0.333) G_GAN: 0.776 G_GAN_Feat: 9.399 G_VGG: 5.645 GT_GAN: 0.269 GT_GAN_Feat: 12.075 F_Flow: 33.898 F_Warp: 2.574 W: 5.318 D_real: 0.090 D_fake: 1.314 DT_real: 0.065 DT_fake: 2.128 
(epoch: 53, iters: 1080, time: 0.326) G_GAN: 1.037 G_GAN_Feat: 8.434 G_VGG: 4.919 GT_GAN: 1.858 GT_GAN_Feat: 12.740 F_Flow: 32.500 F_Warp: 1.961 W: 4.688 D_real: 0.293 D_fake: 1.085 DT_real: 0.697 DT_fake: 1.113 
saving the latest model (epoch 53, total_steps 519000)
(epoch: 53, iters: 1380, time: 0.324) G_GAN: 0.820 G_GAN_Feat: 8.709 G_VGG: 5.243 GT_GAN: 1.987 GT_GAN_Feat: 15.955 F_Flow: 32.797 F_Warp: 2.274 W: 4.919 D_real: 0.182 D_fake: 1.283 DT_real: 0.610 DT_fake: 1.095 
(epoch: 53, iters: 1680, time: 0.322) G_GAN: 0.812 G_GAN_Feat: 9.678 G_VGG: 5.416 GT_GAN: 2.254 GT_GAN_Feat: 20.078 F_Flow: 36.861 F_Warp: 2.485 W: 5.352 D_real: 0.158 D_fake: 1.325 DT_real: 0.597 DT_fake: 0.986 
(epoch: 53, iters: 1980, time: 0.322) G_GAN: 0.770 G_GAN_Feat: 9.193 G_VGG: 5.389 GT_GAN: 2.305 GT_GAN_Feat: 20.506 F_Flow: 34.486 F_Warp: 2.393 W: 5.152 D_real: 0.123 D_fake: 1.365 DT_real: 0.542 DT_fake: 0.998 
(epoch: 53, iters: 2280, time: 0.323) G_GAN: 0.933 G_GAN_Feat: 9.312 G_VGG: 5.500 GT_GAN: 2.689 GT_GAN_Feat: 14.765 F_Flow: 32.745 F_Warp: 2.535 W: 5.116 D_real: 0.192 D_fake: 1.156 DT_real: 1.081 DT_fake: 0.750 
(epoch: 53, iters: 2580, time: 0.324) G_GAN: 0.784 G_GAN_Feat: 9.111 G_VGG: 5.518 GT_GAN: 3.167 GT_GAN_Feat: 19.056 F_Flow: 34.079 F_Warp: 2.415 W: 5.132 D_real: 0.109 D_fake: 1.318 DT_real: 1.012 DT_fake: 0.595 
(epoch: 53, iters: 2880, time: 0.321) G_GAN: 0.842 G_GAN_Feat: 9.534 G_VGG: 5.486 GT_GAN: 2.432 GT_GAN_Feat: 22.669 F_Flow: 30.794 F_Warp: 2.538 W: 5.449 D_real: 0.075 D_fake: 1.279 DT_real: 0.433 DT_fake: 0.894 
(epoch: 53, iters: 3180, time: 0.319) G_GAN: 0.813 G_GAN_Feat: 9.313 G_VGG: 5.330 GT_GAN: 2.217 GT_GAN_Feat: 20.909 F_Flow: 28.907 F_Warp: 2.451 W: 5.447 D_real: 0.108 D_fake: 1.329 DT_real: 0.486 DT_fake: 1.001 
(epoch: 53, iters: 3480, time: 0.320) G_GAN: 0.788 G_GAN_Feat: 8.959 G_VGG: 5.470 GT_GAN: 5.457 GT_GAN_Feat: 14.944 F_Flow: 33.967 F_Warp: 2.431 W: 5.131 D_real: 0.175 D_fake: 1.336 DT_real: 2.423 DT_fake: 0.022 
(epoch: 53, iters: 3780, time: 0.321) G_GAN: 0.837 G_GAN_Feat: 9.157 G_VGG: 5.380 GT_GAN: 2.532 GT_GAN_Feat: 19.627 F_Flow: 33.776 F_Warp: 2.372 W: 4.919 D_real: 0.158 D_fake: 1.244 DT_real: 0.494 DT_fake: 0.970 
(epoch: 53, iters: 4080, time: 0.322) G_GAN: 0.977 G_GAN_Feat: 9.555 G_VGG: 5.728 GT_GAN: 1.770 GT_GAN_Feat: 21.430 F_Flow: 37.039 F_Warp: 2.665 W: 5.534 D_real: 0.170 D_fake: 1.155 DT_real: 0.304 DT_fake: 1.357 
saving the latest model (epoch 53, total_steps 522000)
(epoch: 53, iters: 4380, time: 0.321) G_GAN: 0.849 G_GAN_Feat: 9.325 G_VGG: 5.356 GT_GAN: 4.205 GT_GAN_Feat: 20.111 F_Flow: 34.144 F_Warp: 2.388 W: 5.127 D_real: 0.112 D_fake: 1.233 DT_real: 1.456 DT_fake: 0.197 
(epoch: 53, iters: 4680, time: 0.320) G_GAN: 0.783 G_GAN_Feat: 9.270 G_VGG: 5.369 GT_GAN: 4.777 GT_GAN_Feat: 16.571 F_Flow: 33.920 F_Warp: 2.319 W: 5.249 D_real: 0.169 D_fake: 1.318 DT_real: 1.960 DT_fake: 0.034 
(epoch: 53, iters: 4980, time: 0.320) G_GAN: 0.935 G_GAN_Feat: 9.350 G_VGG: 5.458 GT_GAN: 3.049 GT_GAN_Feat: 22.976 F_Flow: 38.043 F_Warp: 2.402 W: 5.224 D_real: 0.122 D_fake: 1.150 DT_real: 0.478 DT_fake: 0.745 
(epoch: 53, iters: 5280, time: 0.322) G_GAN: 0.698 G_GAN_Feat: 9.083 G_VGG: 5.482 GT_GAN: 1.885 GT_GAN_Feat: 25.675 F_Flow: 31.058 F_Warp: 2.513 W: 5.229 D_real: 0.086 D_fake: 1.474 DT_real: 0.173 DT_fake: 1.451 
(epoch: 53, iters: 5580, time: 0.320) G_GAN: 0.994 G_GAN_Feat: 9.221 G_VGG: 5.194 GT_GAN: 3.186 GT_GAN_Feat: 21.877 F_Flow: 34.291 F_Warp: 2.257 W: 4.917 D_real: 0.173 D_fake: 1.076 DT_real: 0.622 DT_fake: 0.702 
(epoch: 53, iters: 5880, time: 0.320) G_GAN: 0.867 G_GAN_Feat: 8.875 G_VGG: 5.024 GT_GAN: 3.199 GT_GAN_Feat: 22.289 F_Flow: 31.737 F_Warp: 2.158 W: 4.665 D_real: 0.151 D_fake: 1.201 DT_real: 0.595 DT_fake: 0.699 
(epoch: 53, iters: 6180, time: 0.324) G_GAN: 0.709 G_GAN_Feat: 8.923 G_VGG: 5.234 GT_GAN: 0.583 GT_GAN_Feat: 24.769 F_Flow: 34.946 F_Warp: 2.147 W: 4.787 D_real: 0.171 D_fake: 1.492 DT_real: 0.040 DT_fake: 2.412 
(epoch: 53, iters: 6480, time: 0.321) G_GAN: 0.779 G_GAN_Feat: 9.166 G_VGG: 5.306 GT_GAN: 1.563 GT_GAN_Feat: 24.470 F_Flow: 33.628 F_Warp: 2.384 W: 5.341 D_real: 0.081 D_fake: 1.372 DT_real: 0.138 DT_fake: 1.628 
(epoch: 53, iters: 6780, time: 0.322) G_GAN: 0.698 G_GAN_Feat: 9.572 G_VGG: 5.389 GT_GAN: 1.602 GT_GAN_Feat: 22.345 F_Flow: 33.681 F_Warp: 2.355 W: 5.201 D_real: 0.063 D_fake: 1.437 DT_real: 0.151 DT_fake: 1.511 
(epoch: 53, iters: 7080, time: 0.319) G_GAN: 0.807 G_GAN_Feat: 9.550 G_VGG: 5.719 GT_GAN: 3.824 GT_GAN_Feat: 23.668 F_Flow: 34.484 F_Warp: 2.632 W: 5.477 D_real: 0.099 D_fake: 1.367 DT_real: 0.813 DT_fake: 0.378 
saving the latest model (epoch 53, total_steps 525000)
(epoch: 53, iters: 7380, time: 0.320) G_GAN: 0.926 G_GAN_Feat: 9.276 G_VGG: 5.580 GT_GAN: 0.613 GT_GAN_Feat: 26.722 F_Flow: 32.808 F_Warp: 2.419 W: 5.072 D_real: 0.155 D_fake: 1.163 DT_real: 0.021 DT_fake: 2.231 
(epoch: 53, iters: 7680, time: 0.320) G_GAN: 0.712 G_GAN_Feat: 9.251 G_VGG: 5.440 GT_GAN: 4.739 GT_GAN_Feat: 22.532 F_Flow: 33.650 F_Warp: 2.218 W: 5.016 D_real: 0.108 D_fake: 1.403 DT_real: 1.230 DT_fake: 0.173 
(epoch: 53, iters: 7980, time: 0.322) G_GAN: 0.845 G_GAN_Feat: 9.123 G_VGG: 5.301 GT_GAN: 0.820 GT_GAN_Feat: 25.630 F_Flow: 32.315 F_Warp: 2.425 W: 5.037 D_real: 0.119 D_fake: 1.263 DT_real: 0.037 DT_fake: 1.974 
(epoch: 53, iters: 8280, time: 0.322) G_GAN: 0.868 G_GAN_Feat: 9.410 G_VGG: 5.697 GT_GAN: 3.665 GT_GAN_Feat: 23.991 F_Flow: 36.446 F_Warp: 2.568 W: 5.185 D_real: 0.084 D_fake: 1.341 DT_real: 0.490 DT_fake: 0.366 
(epoch: 53, iters: 8580, time: 0.321) G_GAN: 0.135 G_GAN_Feat: 9.018 G_VGG: 5.499 GT_GAN: 5.465 GT_GAN_Feat: 27.829 F_Flow: 32.288 F_Warp: 2.447 W: 5.219 D_real: 0.021 D_fake: 2.737 DT_real: 1.228 DT_fake: 0.084 
(epoch: 53, iters: 8880, time: 0.318) G_GAN: 2.633 G_GAN_Feat: 9.366 G_VGG: 5.248 GT_GAN: 4.381 GT_GAN_Feat: 21.635 F_Flow: 32.668 F_Warp: 2.433 W: 5.645 D_real: 1.238 D_fake: 0.028 DT_real: 1.003 DT_fake: 0.200 
(epoch: 53, iters: 9180, time: 0.319) G_GAN: 2.340 G_GAN_Feat: 8.946 G_VGG: 5.408 GT_GAN: 3.377 GT_GAN_Feat: 24.394 F_Flow: 28.913 F_Warp: 2.383 W: 5.154 D_real: 1.282 D_fake: 0.108 DT_real: 0.337 DT_fake: 0.524 
(epoch: 53, iters: 9480, time: 0.321) G_GAN: 2.419 G_GAN_Feat: 9.863 G_VGG: 5.790 GT_GAN: 1.120 GT_GAN_Feat: 26.699 F_Flow: 40.680 F_Warp: 2.899 W: 5.585 D_real: 1.002 D_fake: 0.074 DT_real: 0.033 DT_fake: 1.616 
(epoch: 53, iters: 9780, time: 0.321) G_GAN: 2.532 G_GAN_Feat: 9.587 G_VGG: 5.614 GT_GAN: 5.011 GT_GAN_Feat: 26.064 F_Flow: 35.111 F_Warp: 2.418 W: 5.022 D_real: 1.293 D_fake: 0.072 DT_real: 1.213 DT_fake: 0.094 
End of epoch 53 / 100 	 Time Taken: 3494 sec
(epoch: 54, iters: 120, time: 0.429) G_GAN: 2.762 G_GAN_Feat: 9.260 G_VGG: 5.431 GT_GAN: 2.886 GT_GAN_Feat: 21.918 F_Flow: 32.305 F_Warp: 2.421 W: 5.086 D_real: 1.380 D_fake: 0.045 DT_real: 0.374 DT_fake: 0.806 
saving the latest model (epoch 54, total_steps 528000)
(epoch: 54, iters: 420, time: 0.369) G_GAN: 2.601 G_GAN_Feat: 9.612 G_VGG: 5.484 GT_GAN: 4.929 GT_GAN_Feat: 22.965 F_Flow: 31.565 F_Warp: 2.648 W: 5.416 D_real: 1.281 D_fake: 0.035 DT_real: 1.092 DT_fake: 0.073 
(epoch: 54, iters: 720, time: 0.336) G_GAN: 2.602 G_GAN_Feat: 9.757 G_VGG: 5.479 GT_GAN: 3.871 GT_GAN_Feat: 23.696 F_Flow: 31.991 F_Warp: 2.600 W: 5.569 D_real: 1.161 D_fake: 0.047 DT_real: 0.440 DT_fake: 0.375 
(epoch: 54, iters: 1020, time: 0.324) G_GAN: 2.724 G_GAN_Feat: 9.203 G_VGG: 5.363 GT_GAN: 3.443 GT_GAN_Feat: 18.874 F_Flow: 31.940 F_Warp: 2.275 W: 5.095 D_real: 1.238 D_fake: 0.049 DT_real: 0.889 DT_fake: 0.376 
(epoch: 54, iters: 1320, time: 0.321) G_GAN: 3.036 G_GAN_Feat: 9.548 G_VGG: 5.566 GT_GAN: 2.532 GT_GAN_Feat: 25.066 F_Flow: 31.664 F_Warp: 2.425 W: 5.311 D_real: 1.395 D_fake: 0.010 DT_real: 0.149 DT_fake: 0.826 
(epoch: 54, iters: 1620, time: 0.319) G_GAN: 1.488 G_GAN_Feat: 10.366 G_VGG: 5.786 GT_GAN: 3.279 GT_GAN_Feat: 27.107 F_Flow: 34.428 F_Warp: 2.601 W: 5.979 D_real: 0.323 D_fake: 0.922 DT_real: 0.706 DT_fake: 0.350 
(epoch: 54, iters: 1920, time: 0.321) G_GAN: 1.608 G_GAN_Feat: 11.622 G_VGG: 5.968 GT_GAN: 4.523 GT_GAN_Feat: 35.460 F_Flow: 33.712 F_Warp: 2.918 W: 5.784 D_real: 0.010 D_fake: 0.832 DT_real: 1.466 DT_fake: 0.095 
(epoch: 54, iters: 2220, time: 0.319) G_GAN: 3.139 G_GAN_Feat: 11.959 G_VGG: 6.023 GT_GAN: 4.361 GT_GAN_Feat: 36.236 F_Flow: 41.847 F_Warp: 3.396 W: 6.338 D_real: 0.661 D_fake: 0.022 DT_real: 0.952 DT_fake: 0.130 
(epoch: 54, iters: 2520, time: 0.323) G_GAN: 2.977 G_GAN_Feat: 12.927 G_VGG: 6.192 GT_GAN: 2.646 GT_GAN_Feat: 37.905 F_Flow: 35.033 F_Warp: 3.379 W: 6.171 D_real: 0.205 D_fake: 0.044 DT_real: 0.224 DT_fake: 0.203 
(epoch: 54, iters: 2820, time: 0.323) G_GAN: 2.720 G_GAN_Feat: 9.593 G_VGG: 5.445 GT_GAN: 1.978 GT_GAN_Feat: 27.536 F_Flow: 34.300 F_Warp: 2.406 W: 5.539 D_real: 1.289 D_fake: 0.066 DT_real: 0.205 DT_fake: 1.351 
(epoch: 54, iters: 3120, time: 0.319) G_GAN: 3.313 G_GAN_Feat: 13.188 G_VGG: 6.617 GT_GAN: 1.923 GT_GAN_Feat: 42.169 F_Flow: 34.901 F_Warp: 4.086 W: 6.870 D_real: 0.465 D_fake: 0.047 DT_real: 0.529 DT_fake: 0.387 
saving the latest model (epoch 54, total_steps 531000)
(epoch: 54, iters: 3420, time: 0.319) G_GAN: 3.524 G_GAN_Feat: 13.908 G_VGG: 6.568 GT_GAN: 0.172 GT_GAN_Feat: 42.353 F_Flow: 37.872 F_Warp: 3.834 W: 6.205 D_real: 0.172 D_fake: 0.022 DT_real: 0.054 DT_fake: 0.260 
(epoch: 54, iters: 3720, time: 0.319) G_GAN: 3.714 G_GAN_Feat: 14.938 G_VGG: 6.942 GT_GAN: 0.375 GT_GAN_Feat: 47.516 F_Flow: 29.840 F_Warp: 4.490 W: 6.520 D_real: 0.069 D_fake: 0.005 DT_real: 0.257 DT_fake: 0.008 
(epoch: 54, iters: 4020, time: 0.318) G_GAN: 3.568 G_GAN_Feat: 13.818 G_VGG: 6.451 GT_GAN: 0.100 GT_GAN_Feat: 42.553 F_Flow: 35.814 F_Warp: 3.721 W: 6.300 D_real: 0.030 D_fake: 0.026 DT_real: 0.082 DT_fake: 0.139 
(epoch: 54, iters: 4320, time: 0.320) G_GAN: 3.618 G_GAN_Feat: 14.120 G_VGG: 6.612 GT_GAN: 0.812 GT_GAN_Feat: 43.105 F_Flow: 31.697 F_Warp: 4.372 W: 6.671 D_real: 0.193 D_fake: 0.039 DT_real: 0.182 DT_fake: 0.170 
(epoch: 54, iters: 4620, time: 0.323) G_GAN: 3.928 G_GAN_Feat: 15.213 G_VGG: 6.969 GT_GAN: 0.063 GT_GAN_Feat: 47.595 F_Flow: 32.053 F_Warp: 4.846 W: 6.761 D_real: 0.155 D_fake: 0.008 DT_real: 0.003 DT_fake: 0.276 
(epoch: 54, iters: 4920, time: 0.323) G_GAN: 3.490 G_GAN_Feat: 12.276 G_VGG: 6.344 GT_GAN: 0.527 GT_GAN_Feat: 38.636 F_Flow: 36.177 F_Warp: 3.346 W: 6.376 D_real: 0.388 D_fake: 0.073 DT_real: 0.312 DT_fake: 0.276 
(epoch: 54, iters: 5220, time: 0.320) G_GAN: 3.139 G_GAN_Feat: 14.017 G_VGG: 6.725 GT_GAN: 0.003 GT_GAN_Feat: 39.028 F_Flow: 42.271 F_Warp: 4.408 W: 7.316 D_real: 0.185 D_fake: 0.115 DT_real: 0.066 DT_fake: 0.321 
(epoch: 54, iters: 5520, time: 0.318) G_GAN: 3.223 G_GAN_Feat: 15.933 G_VGG: 7.379 GT_GAN: 0.002 GT_GAN_Feat: 43.054 F_Flow: 41.345 F_Warp: 5.462 W: 8.060 D_real: 0.014 D_fake: 0.147 DT_real: 0.047 DT_fake: 0.731 
(epoch: 54, iters: 5820, time: 0.318) G_GAN: 3.314 G_GAN_Feat: 13.635 G_VGG: 6.780 GT_GAN: 0.036 GT_GAN_Feat: 39.968 F_Flow: 39.234 F_Warp: 4.118 W: 7.021 D_real: 0.340 D_fake: 0.086 DT_real: 0.283 DT_fake: 0.164 
(epoch: 54, iters: 6120, time: 0.321) G_GAN: 3.802 G_GAN_Feat: 12.573 G_VGG: 6.889 GT_GAN: 0.111 GT_GAN_Feat: 34.493 F_Flow: 36.621 F_Warp: 3.552 W: 7.832 D_real: 1.244 D_fake: 0.070 DT_real: 0.763 DT_fake: 0.189 
saving the latest model (epoch 54, total_steps 534000)
(epoch: 54, iters: 6420, time: 0.320) G_GAN: 3.517 G_GAN_Feat: 9.869 G_VGG: 5.651 GT_GAN: 1.475 GT_GAN_Feat: 28.860 F_Flow: 35.503 F_Warp: 2.422 W: 5.767 D_real: 1.406 D_fake: 0.020 DT_real: 0.716 DT_fake: 0.422 
(epoch: 54, iters: 6720, time: 0.322) G_GAN: 3.542 G_GAN_Feat: 12.972 G_VGG: 6.293 GT_GAN: 0.045 GT_GAN_Feat: 38.028 F_Flow: 34.663 F_Warp: 3.086 W: 6.545 D_real: 0.099 D_fake: 0.096 DT_real: 0.019 DT_fake: 0.461 
(epoch: 54, iters: 7020, time: 0.322) G_GAN: 3.790 G_GAN_Feat: 15.372 G_VGG: 6.948 GT_GAN: 0.001 GT_GAN_Feat: 43.503 F_Flow: 37.262 F_Warp: 4.736 W: 6.916 D_real: 0.026 D_fake: 0.002 DT_real: 0.001 DT_fake: 0.339 
(epoch: 54, iters: 7320, time: 0.322) G_GAN: 3.574 G_GAN_Feat: 13.443 G_VGG: 6.719 GT_GAN: 0.092 GT_GAN_Feat: 37.683 F_Flow: 41.261 F_Warp: 3.889 W: 6.855 D_real: 0.043 D_fake: 0.042 DT_real: 0.087 DT_fake: 0.764 
(epoch: 54, iters: 7620, time: 0.320) G_GAN: 3.206 G_GAN_Feat: 12.014 G_VGG: 6.359 GT_GAN: 0.014 GT_GAN_Feat: 35.735 F_Flow: 35.700 F_Warp: 3.095 W: 6.343 D_real: 0.356 D_fake: 0.094 DT_real: 0.397 DT_fake: 0.357 
(epoch: 54, iters: 7920, time: 0.322) G_GAN: 3.939 G_GAN_Feat: 12.741 G_VGG: 6.685 GT_GAN: 0.003 GT_GAN_Feat: 37.233 F_Flow: 36.758 F_Warp: 3.449 W: 6.679 D_real: 0.356 D_fake: 0.012 DT_real: 0.077 DT_fake: 0.336 
(epoch: 54, iters: 8220, time: 0.322) G_GAN: 3.590 G_GAN_Feat: 11.828 G_VGG: 6.513 GT_GAN: 0.026 GT_GAN_Feat: 37.190 F_Flow: 43.248 F_Warp: 3.302 W: 6.952 D_real: 0.725 D_fake: 0.037 DT_real: 0.749 DT_fake: 0.338 
(epoch: 54, iters: 8520, time: 0.320) G_GAN: 3.970 G_GAN_Feat: 11.889 G_VGG: 6.291 GT_GAN: 0.096 GT_GAN_Feat: 36.512 F_Flow: 39.139 F_Warp: 3.272 W: 6.927 D_real: 0.862 D_fake: 0.019 DT_real: 0.525 DT_fake: 0.497 
(epoch: 54, iters: 8820, time: 0.320) G_GAN: 3.624 G_GAN_Feat: 11.799 G_VGG: 6.533 GT_GAN: 0.194 GT_GAN_Feat: 36.636 F_Flow: 37.901 F_Warp: 3.317 W: 6.708 D_real: 0.434 D_fake: 0.059 DT_real: 0.257 DT_fake: 0.343 
(epoch: 54, iters: 9120, time: 0.319) G_GAN: 3.632 G_GAN_Feat: 11.984 G_VGG: 6.116 GT_GAN: 0.001 GT_GAN_Feat: 35.916 F_Flow: 35.479 F_Warp: 2.752 W: 5.856 D_real: 0.304 D_fake: 0.038 DT_real: 0.110 DT_fake: 0.130 
saving the latest model (epoch 54, total_steps 537000)
(epoch: 54, iters: 9420, time: 0.319) G_GAN: 3.548 G_GAN_Feat: 13.081 G_VGG: 6.656 GT_GAN: 0.003 GT_GAN_Feat: 37.960 F_Flow: 34.160 F_Warp: 3.538 W: 6.443 D_real: 0.033 D_fake: 0.026 DT_real: 0.045 DT_fake: 0.308 
(epoch: 54, iters: 9720, time: 0.317) G_GAN: 4.063 G_GAN_Feat: 14.657 G_VGG: 7.546 GT_GAN: 0.001 GT_GAN_Feat: 43.811 F_Flow: 36.813 F_Warp: 4.489 W: 8.148 D_real: 0.100 D_fake: 0.001 DT_real: 0.016 DT_fake: 0.044 
End of epoch 54 / 100 	 Time Taken: 3498 sec
(epoch: 55, iters: 60, time: 0.421) G_GAN: 3.331 G_GAN_Feat: 13.220 G_VGG: 6.551 GT_GAN: 0.007 GT_GAN_Feat: 39.447 F_Flow: 36.661 F_Warp: 3.859 W: 6.492 D_real: 0.046 D_fake: 0.120 DT_real: 0.166 DT_fake: 0.398 
(epoch: 55, iters: 360, time: 0.374) G_GAN: 4.248 G_GAN_Feat: 12.719 G_VGG: 6.932 GT_GAN: 0.008 GT_GAN_Feat: 38.962 F_Flow: 35.891 F_Warp: 3.447 W: 7.145 D_real: 0.665 D_fake: 0.003 DT_real: 0.194 DT_fake: 0.116 
(epoch: 55, iters: 660, time: 0.343) G_GAN: 3.766 G_GAN_Feat: 12.656 G_VGG: 7.060 GT_GAN: 0.015 GT_GAN_Feat: 39.320 F_Flow: 40.841 F_Warp: 3.720 W: 7.801 D_real: 0.470 D_fake: 0.057 DT_real: 0.158 DT_fake: 0.135 
(epoch: 55, iters: 960, time: 0.327) G_GAN: 4.028 G_GAN_Feat: 11.577 G_VGG: 6.504 GT_GAN: 0.007 GT_GAN_Feat: 37.535 F_Flow: 35.798 F_Warp: 3.088 W: 6.909 D_real: 1.101 D_fake: 0.006 DT_real: 0.167 DT_fake: 0.283 
(epoch: 55, iters: 1260, time: 0.322) G_GAN: 3.958 G_GAN_Feat: 12.892 G_VGG: 6.950 GT_GAN: 0.739 GT_GAN_Feat: 38.237 F_Flow: 38.904 F_Warp: 3.890 W: 7.447 D_real: 0.464 D_fake: 0.016 DT_real: 0.252 DT_fake: 0.445 
(epoch: 55, iters: 1560, time: 0.323) G_GAN: 3.791 G_GAN_Feat: 12.990 G_VGG: 7.072 GT_GAN: 0.003 GT_GAN_Feat: 39.704 F_Flow: 41.164 F_Warp: 3.611 W: 6.956 D_real: 0.206 D_fake: 0.013 DT_real: 0.309 DT_fake: 0.239 
(epoch: 55, iters: 1860, time: 0.319) G_GAN: 3.722 G_GAN_Feat: 12.598 G_VGG: 6.838 GT_GAN: 0.000 GT_GAN_Feat: 38.702 F_Flow: 34.863 F_Warp: 3.267 W: 6.968 D_real: 0.436 D_fake: 0.060 DT_real: 0.526 DT_fake: 0.141 
(epoch: 55, iters: 2160, time: 0.322) G_GAN: 3.431 G_GAN_Feat: 13.746 G_VGG: 6.955 GT_GAN: 0.000 GT_GAN_Feat: 41.386 F_Flow: 41.864 F_Warp: 3.787 W: 6.872 D_real: 0.035 D_fake: 0.040 DT_real: 0.123 DT_fake: 0.124 
saving the latest model (epoch 55, total_steps 540000)
(epoch: 55, iters: 2460, time: 0.324) G_GAN: 3.500 G_GAN_Feat: 14.281 G_VGG: 7.347 GT_GAN: 0.000 GT_GAN_Feat: 42.201 F_Flow: 35.052 F_Warp: 3.799 W: 6.577 D_real: 0.002 D_fake: 0.046 DT_real: 0.093 DT_fake: 0.077 
(epoch: 55, iters: 2760, time: 0.322) G_GAN: 3.958 G_GAN_Feat: 15.730 G_VGG: 7.708 GT_GAN: 0.002 GT_GAN_Feat: 44.295 F_Flow: 36.862 F_Warp: 5.004 W: 7.404 D_real: 0.006 D_fake: 0.033 DT_real: 0.079 DT_fake: 0.153 
(epoch: 55, iters: 3060, time: 0.319) G_GAN: 4.234 G_GAN_Feat: 15.809 G_VGG: 7.813 GT_GAN: 0.005 GT_GAN_Feat: 46.538 F_Flow: 39.527 F_Warp: 5.464 W: 7.456 D_real: 0.039 D_fake: 0.005 DT_real: 0.034 DT_fake: 0.130 
(epoch: 55, iters: 3360, time: 0.321) G_GAN: 4.977 G_GAN_Feat: 16.650 G_VGG: 7.722 GT_GAN: 0.063 GT_GAN_Feat: 46.187 F_Flow: 38.119 F_Warp: 5.798 W: 7.524 D_real: 0.189 D_fake: 0.019 DT_real: 0.019 DT_fake: 0.154 
(epoch: 55, iters: 3660, time: 0.319) G_GAN: 4.664 G_GAN_Feat: 15.320 G_VGG: 7.333 GT_GAN: 0.055 GT_GAN_Feat: 44.277 F_Flow: 35.384 F_Warp: 5.166 W: 7.992 D_real: 0.011 D_fake: 0.000 DT_real: 0.099 DT_fake: 0.008 
(epoch: 55, iters: 3960, time: 0.320) G_GAN: 5.033 G_GAN_Feat: 10.826 G_VGG: 6.276 GT_GAN: 0.140 GT_GAN_Feat: 35.834 F_Flow: 33.738 F_Warp: 2.861 W: 7.192 D_real: 2.470 D_fake: 0.000 DT_real: 0.571 DT_fake: 0.432 
(epoch: 55, iters: 4260, time: 0.323) G_GAN: 4.280 G_GAN_Feat: 13.215 G_VGG: 6.851 GT_GAN: 0.002 GT_GAN_Feat: 38.350 F_Flow: 37.123 F_Warp: 3.753 W: 8.212 D_real: 0.422 D_fake: 0.007 DT_real: 0.069 DT_fake: 0.177 
(epoch: 55, iters: 4560, time: 0.321) G_GAN: 3.914 G_GAN_Feat: 12.655 G_VGG: 6.744 GT_GAN: 0.000 GT_GAN_Feat: 38.182 F_Flow: 36.348 F_Warp: 3.376 W: 7.180 D_real: 0.160 D_fake: 0.022 DT_real: 0.002 DT_fake: 0.307 
(epoch: 55, iters: 4860, time: 0.322) G_GAN: 3.880 G_GAN_Feat: 12.953 G_VGG: 6.705 GT_GAN: 0.027 GT_GAN_Feat: 37.803 F_Flow: 37.168 F_Warp: 3.361 W: 7.128 D_real: 0.063 D_fake: 0.002 DT_real: 0.041 DT_fake: 0.542 
(epoch: 55, iters: 5160, time: 0.320) G_GAN: 3.861 G_GAN_Feat: 12.695 G_VGG: 6.567 GT_GAN: 0.000 GT_GAN_Feat: 38.367 F_Flow: 33.355 F_Warp: 3.066 W: 6.612 D_real: 0.033 D_fake: 0.059 DT_real: 0.032 DT_fake: 0.400 
saving the latest model (epoch 55, total_steps 543000)
(epoch: 55, iters: 5460, time: 0.315) G_GAN: 3.958 G_GAN_Feat: 13.103 G_VGG: 7.082 GT_GAN: 0.006 GT_GAN_Feat: 40.091 F_Flow: 36.237 F_Warp: 3.575 W: 7.223 D_real: 0.184 D_fake: 0.033 DT_real: 0.083 DT_fake: 0.288 
(epoch: 55, iters: 5760, time: 0.314) G_GAN: 4.672 G_GAN_Feat: 13.100 G_VGG: 7.256 GT_GAN: 0.006 GT_GAN_Feat: 40.217 F_Flow: 39.276 F_Warp: 3.858 W: 7.310 D_real: 0.653 D_fake: 0.010 DT_real: 0.476 DT_fake: 0.771 
(epoch: 55, iters: 6060, time: 0.316) G_GAN: 3.632 G_GAN_Feat: 13.425 G_VGG: 6.896 GT_GAN: 0.030 GT_GAN_Feat: 40.206 F_Flow: 36.978 F_Warp: 3.565 W: 7.079 D_real: 0.082 D_fake: 0.010 DT_real: 0.298 DT_fake: 0.231 
(epoch: 55, iters: 6360, time: 0.317) G_GAN: 4.337 G_GAN_Feat: 13.696 G_VGG: 6.992 GT_GAN: 0.098 GT_GAN_Feat: 41.225 F_Flow: 36.950 F_Warp: 3.853 W: 7.499 D_real: 0.102 D_fake: 0.000 DT_real: 0.432 DT_fake: 0.009 
(epoch: 55, iters: 6660, time: 0.313) G_GAN: 4.603 G_GAN_Feat: 12.854 G_VGG: 6.511 GT_GAN: 0.007 GT_GAN_Feat: 39.614 F_Flow: 33.859 F_Warp: 3.548 W: 7.542 D_real: 0.689 D_fake: 0.004 DT_real: 0.058 DT_fake: 0.071 
(epoch: 55, iters: 6960, time: 0.316) G_GAN: 3.592 G_GAN_Feat: 14.040 G_VGG: 7.337 GT_GAN: 0.011 GT_GAN_Feat: 42.358 F_Flow: 37.287 F_Warp: 3.967 W: 7.384 D_real: 0.001 D_fake: 0.021 DT_real: 0.078 DT_fake: 0.368 
(epoch: 55, iters: 7260, time: 0.316) G_GAN: 3.719 G_GAN_Feat: 13.069 G_VGG: 6.990 GT_GAN: 0.127 GT_GAN_Feat: 40.282 F_Flow: 37.140 F_Warp: 3.544 W: 7.026 D_real: 0.017 D_fake: 0.002 DT_real: 0.642 DT_fake: 0.022 
(epoch: 55, iters: 7560, time: 0.315) G_GAN: 4.245 G_GAN_Feat: 13.182 G_VGG: 6.803 GT_GAN: 0.038 GT_GAN_Feat: 41.690 F_Flow: 35.743 F_Warp: 3.359 W: 7.059 D_real: 0.063 D_fake: 0.005 DT_real: 0.683 DT_fake: 0.086 
(epoch: 55, iters: 7860, time: 0.316) G_GAN: 4.802 G_GAN_Feat: 12.799 G_VGG: 6.934 GT_GAN: 0.001 GT_GAN_Feat: 40.039 F_Flow: 41.116 F_Warp: 3.365 W: 7.292 D_real: 0.499 D_fake: 0.002 DT_real: 0.097 DT_fake: 0.214 
(epoch: 55, iters: 8160, time: 0.313) G_GAN: 4.420 G_GAN_Feat: 12.826 G_VGG: 6.576 GT_GAN: 0.094 GT_GAN_Feat: 39.881 F_Flow: 34.820 F_Warp: 3.001 W: 6.804 D_real: 0.135 D_fake: 0.001 DT_real: 0.514 DT_fake: 0.001 
saving the latest model (epoch 55, total_steps 546000)
(epoch: 55, iters: 8460, time: 0.315) G_GAN: 3.971 G_GAN_Feat: 12.989 G_VGG: 6.740 GT_GAN: 0.076 GT_GAN_Feat: 37.141 F_Flow: 36.505 F_Warp: 3.251 W: 7.201 D_real: 0.016 D_fake: 0.013 DT_real: 0.122 DT_fake: 0.008 
(epoch: 55, iters: 8760, time: 0.317) G_GAN: 4.402 G_GAN_Feat: 12.986 G_VGG: 6.962 GT_GAN: 0.053 GT_GAN_Feat: 39.729 F_Flow: 39.684 F_Warp: 3.372 W: 7.293 D_real: 0.250 D_fake: 0.001 DT_real: 0.495 DT_fake: 0.056 
(epoch: 55, iters: 9060, time: 0.314) G_GAN: 4.167 G_GAN_Feat: 13.556 G_VGG: 6.766 GT_GAN: 0.356 GT_GAN_Feat: 40.639 F_Flow: 38.938 F_Warp: 3.173 W: 7.313 D_real: 0.027 D_fake: 0.021 DT_real: 0.589 DT_fake: 0.008 
(epoch: 55, iters: 9360, time: 0.314) G_GAN: 3.852 G_GAN_Feat: 13.122 G_VGG: 6.619 GT_GAN: 0.187 GT_GAN_Feat: 40.109 F_Flow: 36.242 F_Warp: 3.216 W: 7.448 D_real: 0.007 D_fake: 0.005 DT_real: 0.397 DT_fake: 0.007 
(epoch: 55, iters: 9660, time: 0.312) G_GAN: 5.743 G_GAN_Feat: 10.416 G_VGG: 6.324 GT_GAN: 0.967 GT_GAN_Feat: 35.324 F_Flow: 33.864 F_Warp: 2.759 W: 6.872 D_real: 3.882 D_fake: 0.000 DT_real: 1.686 DT_fake: 0.131 
(epoch: 55, iters: 9960, time: 0.314) G_GAN: 4.437 G_GAN_Feat: 12.220 G_VGG: 6.516 GT_GAN: 0.085 GT_GAN_Feat: 41.249 F_Flow: 36.831 F_Warp: 2.884 W: 6.387 D_real: 0.325 D_fake: 0.002 DT_real: 1.128 DT_fake: 0.045 
End of epoch 55 / 100 	 Time Taken: 3491 sec
saving the model at the end of epoch 55, iters 547800
(epoch: 56, iters: 300, time: 0.372) G_GAN: 4.349 G_GAN_Feat: 12.103 G_VGG: 6.532 GT_GAN: 1.065 GT_GAN_Feat: 39.096 F_Flow: 37.618 F_Warp: 2.959 W: 6.790 D_real: 0.802 D_fake: 0.010 DT_real: 1.199 DT_fake: 0.015 
(epoch: 56, iters: 600, time: 0.340) G_GAN: 3.617 G_GAN_Feat: 12.270 G_VGG: 6.457 GT_GAN: 0.222 GT_GAN_Feat: 40.694 F_Flow: 33.937 F_Warp: 2.764 W: 6.742 D_real: 0.147 D_fake: 0.025 DT_real: 1.141 DT_fake: 0.040 
(epoch: 56, iters: 900, time: 0.326) G_GAN: 5.071 G_GAN_Feat: 12.869 G_VGG: 6.631 GT_GAN: 0.082 GT_GAN_Feat: 40.167 F_Flow: 38.615 F_Warp: 3.084 W: 6.816 D_real: 0.834 D_fake: 0.002 DT_real: 0.918 DT_fake: 0.012 
(epoch: 56, iters: 1200, time: 0.315) G_GAN: 5.212 G_GAN_Feat: 12.630 G_VGG: 7.065 GT_GAN: 0.007 GT_GAN_Feat: 44.946 F_Flow: 36.213 F_Warp: 3.232 W: 7.105 D_real: 1.883 D_fake: 0.000 DT_real: 0.518 DT_fake: 0.030 
saving the latest model (epoch 56, total_steps 549000)
(epoch: 56, iters: 1500, time: 0.317) G_GAN: 4.073 G_GAN_Feat: 13.773 G_VGG: 7.080 GT_GAN: 0.033 GT_GAN_Feat: 44.786 F_Flow: 35.934 F_Warp: 3.334 W: 7.166 D_real: 0.033 D_fake: 0.003 DT_real: 0.624 DT_fake: 0.002 
(epoch: 56, iters: 1800, time: 0.315) G_GAN: 4.096 G_GAN_Feat: 13.180 G_VGG: 6.812 GT_GAN: 0.173 GT_GAN_Feat: 42.306 F_Flow: 35.471 F_Warp: 3.442 W: 7.181 D_real: 0.061 D_fake: 0.027 DT_real: 0.537 DT_fake: 0.002 
(epoch: 56, iters: 2100, time: 0.312) G_GAN: 4.855 G_GAN_Feat: 13.536 G_VGG: 7.221 GT_GAN: 0.056 GT_GAN_Feat: 42.750 F_Flow: 36.875 F_Warp: 3.467 W: 7.121 D_real: 0.351 D_fake: 0.001 DT_real: 0.697 DT_fake: 0.031 
(epoch: 56, iters: 2400, time: 0.314) G_GAN: 5.287 G_GAN_Feat: 11.713 G_VGG: 6.755 GT_GAN: 0.128 GT_GAN_Feat: 39.006 F_Flow: 37.476 F_Warp: 3.050 W: 7.382 D_real: 1.906 DT_real: 0.651 DT_fake: 0.002 
(epoch: 56, iters: 2700, time: 0.315) G_GAN: 3.963 G_GAN_Feat: 13.125 G_VGG: 6.852 GT_GAN: 0.413 GT_GAN_Feat: 39.146 F_Flow: 36.736 F_Warp: 3.433 W: 7.636 D_real: 0.040 D_fake: 0.003 DT_real: 0.464 DT_fake: 0.009 
(epoch: 56, iters: 3000, time: 0.316) G_GAN: 4.089 G_GAN_Feat: 12.846 G_VGG: 6.405 GT_GAN: 0.002 GT_GAN_Feat: 40.255 F_Flow: 34.616 F_Warp: 3.100 W: 6.838 D_real: 0.023 D_fake: 0.019 DT_real: 0.034 DT_fake: 0.236 
(epoch: 56, iters: 3300, time: 0.314) G_GAN: 3.855 G_GAN_Feat: 12.157 G_VGG: 6.358 GT_GAN: 0.772 GT_GAN_Feat: 38.052 F_Flow: 37.665 F_Warp: 2.847 W: 6.962 D_real: 0.035 D_fake: 0.012 DT_real: 0.550 DT_fake: 0.139 
(epoch: 56, iters: 3600, time: 0.314) G_GAN: 5.463 G_GAN_Feat: 13.615 G_VGG: 6.990 GT_GAN: 0.239 GT_GAN_Feat: 43.108 F_Flow: 38.141 F_Warp: 3.021 W: 6.783 D_real: 0.668 D_fake: 0.005 DT_real: 1.072 DT_fake: 0.074 
(epoch: 56, iters: 3900, time: 0.313) G_GAN: 4.505 G_GAN_Feat: 11.948 G_VGG: 6.404 GT_GAN: 0.510 GT_GAN_Feat: 35.821 F_Flow: 44.985 F_Warp: 2.899 W: 7.332 D_real: 0.362 D_fake: 0.001 DT_real: 1.624 DT_fake: 0.115 
(epoch: 56, iters: 4200, time: 0.309) G_GAN: 4.151 G_GAN_Feat: 10.953 G_VGG: 6.151 GT_GAN: 0.385 GT_GAN_Feat: 36.110 F_Flow: 35.943 F_Warp: 2.646 W: 6.357 D_real: 0.767 D_fake: 0.032 DT_real: 1.126 DT_fake: 0.215 
saving the latest model (epoch 56, total_steps 552000)
(epoch: 56, iters: 4500, time: 0.310) G_GAN: 3.867 G_GAN_Feat: 12.061 G_VGG: 6.221 GT_GAN: 0.017 GT_GAN_Feat: 37.373 F_Flow: 37.025 F_Warp: 2.713 W: 6.369 D_real: 0.079 D_fake: 0.017 DT_real: 0.193 DT_fake: 0.571 
(epoch: 56, iters: 4800, time: 0.314) G_GAN: 5.030 G_GAN_Feat: 12.099 G_VGG: 6.296 GT_GAN: 0.049 GT_GAN_Feat: 39.575 F_Flow: 33.240 F_Warp: 3.023 W: 6.635 D_real: 0.806 D_fake: 0.005 DT_real: 0.877 DT_fake: 0.188 
(epoch: 56, iters: 5100, time: 0.312) G_GAN: 5.094 G_GAN_Feat: 11.612 G_VGG: 6.192 GT_GAN: 1.330 GT_GAN_Feat: 37.586 F_Flow: 37.498 F_Warp: 2.817 W: 6.430 D_real: 1.039 D_fake: 0.003 DT_real: 1.020 DT_fake: 0.158 
(epoch: 56, iters: 5400, time: 0.314) G_GAN: 4.570 G_GAN_Feat: 13.057 G_VGG: 6.770 GT_GAN: 0.083 GT_GAN_Feat: 42.142 F_Flow: 34.630 F_Warp: 3.008 W: 6.885 D_real: 0.166 D_fake: 0.003 DT_real: 0.966 DT_fake: 0.012 
(epoch: 56, iters: 5700, time: 0.314) G_GAN: 3.700 G_GAN_Feat: 12.171 G_VGG: 6.240 GT_GAN: 0.008 GT_GAN_Feat: 40.013 F_Flow: 41.871 F_Warp: 2.897 W: 6.295 D_real: 0.002 D_fake: 0.023 DT_real: 0.549 DT_fake: 0.145 
(epoch: 56, iters: 6000, time: 0.311) G_GAN: 4.071 G_GAN_Feat: 12.423 G_VGG: 6.239 GT_GAN: 0.005 GT_GAN_Feat: 40.455 F_Flow: 33.362 F_Warp: 2.775 W: 6.275 D_real: 0.008 D_fake: 0.007 DT_real: 0.306 DT_fake: 0.002 
(epoch: 56, iters: 6300, time: 0.313) G_GAN: 4.211 G_GAN_Feat: 12.968 G_VGG: 6.568 GT_GAN: 0.030 GT_GAN_Feat: 42.558 F_Flow: 40.467 F_Warp: 3.542 W: 6.789 D_real: 0.019 D_fake: 0.005 DT_real: 0.262 DT_fake: 0.103 
(epoch: 56, iters: 6600, time: 0.314) G_GAN: 3.883 G_GAN_Feat: 11.930 G_VGG: 6.281 GT_GAN: 0.015 GT_GAN_Feat: 39.959 F_Flow: 36.097 F_Warp: 2.894 W: 6.325 D_real: 0.042 D_fake: 0.017 DT_real: 0.470 DT_fake: 0.077 
(epoch: 56, iters: 6900, time: 0.315) G_GAN: 4.162 G_GAN_Feat: 12.382 G_VGG: 6.304 GT_GAN: 0.425 GT_GAN_Feat: 39.855 F_Flow: 36.628 F_Warp: 2.883 W: 6.182 D_real: 0.012 D_fake: 0.019 DT_real: 0.457 DT_fake: 0.078 
(epoch: 56, iters: 7200, time: 0.315) G_GAN: 4.398 G_GAN_Feat: 12.071 G_VGG: 6.432 GT_GAN: 0.031 GT_GAN_Feat: 40.385 F_Flow: 41.016 F_Warp: 3.113 W: 6.618 D_real: 0.133 D_fake: 0.023 DT_real: 0.383 DT_fake: 0.027 
saving the latest model (epoch 56, total_steps 555000)
(epoch: 56, iters: 7500, time: 0.313) G_GAN: 5.202 G_GAN_Feat: 11.803 G_VGG: 6.369 GT_GAN: 0.003 GT_GAN_Feat: 41.076 F_Flow: 40.451 F_Warp: 2.946 W: 6.390 D_real: 0.989 D_fake: 0.001 DT_real: 0.178 DT_fake: 0.258 
(epoch: 56, iters: 7800, time: 0.315) G_GAN: 4.012 G_GAN_Feat: 12.114 G_VGG: 6.478 GT_GAN: 0.075 GT_GAN_Feat: 40.409 F_Flow: 37.688 F_Warp: 2.941 W: 6.606 D_real: 0.007 D_fake: 0.017 DT_real: 0.227 DT_fake: 0.025 
(epoch: 56, iters: 8100, time: 0.314) G_GAN: 4.837 G_GAN_Feat: 12.887 G_VGG: 6.549 GT_GAN: 0.071 GT_GAN_Feat: 42.467 F_Flow: 37.689 F_Warp: 3.038 W: 6.412 D_real: 0.148 D_fake: 0.000 DT_real: 0.523 DT_fake: 0.032 
(epoch: 56, iters: 8400, time: 0.312) G_GAN: 4.142 G_GAN_Feat: 12.493 G_VGG: 6.394 GT_GAN: 0.008 GT_GAN_Feat: 41.080 F_Flow: 33.772 F_Warp: 3.246 W: 6.652 D_real: 0.015 D_fake: 0.026 DT_real: 0.219 DT_fake: 0.048 
(epoch: 56, iters: 8700, time: 0.315) G_GAN: 4.034 G_GAN_Feat: 11.560 G_VGG: 6.365 GT_GAN: 0.004 GT_GAN_Feat: 39.319 F_Flow: 35.996 F_Warp: 2.825 W: 6.189 D_real: 0.884 D_fake: 0.451 DT_real: 0.224 DT_fake: 0.147 
(epoch: 56, iters: 9000, time: 0.315) G_GAN: 2.395 G_GAN_Feat: 11.334 G_VGG: 5.983 GT_GAN: 0.096 GT_GAN_Feat: 37.222 F_Flow: 30.787 F_Warp: 2.597 W: 5.918 D_real: 0.001 D_fake: 0.323 DT_real: 0.571 DT_fake: 0.100 
(epoch: 56, iters: 9300, time: 0.312) G_GAN: 5.410 G_GAN_Feat: 11.296 G_VGG: 6.118 GT_GAN: 0.393 GT_GAN_Feat: 38.324 F_Flow: 33.900 F_Warp: 2.649 W: 6.179 D_real: 1.171 D_fake: 0.001 DT_real: 0.666 DT_fake: 0.009 
(epoch: 56, iters: 9600, time: 0.317) G_GAN: 4.056 G_GAN_Feat: 12.612 G_VGG: 6.331 GT_GAN: 0.203 GT_GAN_Feat: 41.315 F_Flow: 32.000 F_Warp: 2.533 W: 6.273 D_real: 0.062 D_fake: 0.023 DT_real: 1.123 DT_fake: 0.015 
(epoch: 56, iters: 9900, time: 0.311) G_GAN: 5.246 G_GAN_Feat: 11.131 G_VGG: 6.022 GT_GAN: 0.284 GT_GAN_Feat: 38.224 F_Flow: 32.482 F_Warp: 2.638 W: 6.323 D_real: 0.968 D_fake: 0.008 DT_real: 1.302 DT_fake: 0.025 
End of epoch 56 / 100 	 Time Taken: 3447 sec
(epoch: 57, iters: 240, time: 0.445) G_GAN: 3.622 G_GAN_Feat: 11.695 G_VGG: 5.870 GT_GAN: 0.019 GT_GAN_Feat: 39.424 F_Flow: 33.522 F_Warp: 2.555 W: 6.199 D_real: 0.137 D_fake: 0.061 DT_real: 0.211 DT_fake: 0.167 
saving the latest model (epoch 57, total_steps 558000)
(epoch: 57, iters: 540, time: 0.348) G_GAN: 2.305 G_GAN_Feat: 11.297 G_VGG: 6.058 GT_GAN: 0.001 GT_GAN_Feat: 38.507 F_Flow: 38.514 F_Warp: 2.493 W: 5.818 D_real: 0.005 D_fake: 0.401 DT_real: 0.501 DT_fake: 0.169 
(epoch: 57, iters: 840, time: 0.325) G_GAN: 3.926 G_GAN_Feat: 11.217 G_VGG: 5.712 GT_GAN: 0.004 GT_GAN_Feat: 37.407 F_Flow: 32.661 F_Warp: 2.646 W: 5.695 D_real: 0.015 D_fake: 0.025 DT_real: 0.154 DT_fake: 0.821 
(epoch: 57, iters: 1140, time: 0.318) G_GAN: 4.828 G_GAN_Feat: 11.795 G_VGG: 6.321 GT_GAN: 0.066 GT_GAN_Feat: 38.898 F_Flow: 35.799 F_Warp: 2.812 W: 6.159 D_real: 0.553 D_fake: 0.003 DT_real: 0.419 DT_fake: 0.049 
(epoch: 57, iters: 1440, time: 0.315) G_GAN: 4.127 G_GAN_Feat: 12.037 G_VGG: 6.213 GT_GAN: 3.567 GT_GAN_Feat: 37.528 F_Flow: 35.187 F_Warp: 2.794 W: 7.158 D_real: 0.014 D_fake: 0.054 DT_real: 0.661 DT_fake: 0.600 
(epoch: 57, iters: 1740, time: 0.315) G_GAN: 3.790 G_GAN_Feat: 11.755 G_VGG: 6.429 GT_GAN: 0.005 GT_GAN_Feat: 39.476 F_Flow: 34.139 F_Warp: 2.851 W: 6.969 D_real: 0.009 D_fake: 0.017 DT_real: 0.130 DT_fake: 0.257 
(epoch: 57, iters: 2040, time: 0.314) G_GAN: 1.051 G_GAN_Feat: 11.132 G_VGG: 6.235 GT_GAN: 0.090 GT_GAN_Feat: 38.617 F_Flow: 36.658 F_Warp: 2.697 W: 6.730 D_real: 0.018 D_fake: 1.433 DT_real: 0.491 DT_fake: 0.106 
(epoch: 57, iters: 2340, time: 0.316) G_GAN: 4.634 G_GAN_Feat: 12.291 G_VGG: 6.472 GT_GAN: 0.009 GT_GAN_Feat: 40.233 F_Flow: 43.200 F_Warp: 3.098 W: 6.819 D_real: 0.074 D_fake: 0.003 DT_real: 0.314 DT_fake: 0.117 
(epoch: 57, iters: 2640, time: 0.316) G_GAN: 3.858 G_GAN_Feat: 11.619 G_VGG: 6.092 GT_GAN: 1.779 GT_GAN_Feat: 36.785 F_Flow: 29.390 F_Warp: 2.594 W: 6.575 D_real: 0.027 D_fake: 0.015 DT_real: 1.252 DT_fake: 0.032 
(epoch: 57, iters: 2940, time: 0.313) G_GAN: 3.944 G_GAN_Feat: 12.717 G_VGG: 6.843 GT_GAN: 0.048 GT_GAN_Feat: 43.411 F_Flow: 38.952 F_Warp: 3.047 W: 7.134 D_real: 0.007 D_fake: 0.005 DT_real: 0.539 DT_fake: 0.060 
(epoch: 57, iters: 3240, time: 0.315) G_GAN: 1.516 G_GAN_Feat: 11.342 G_VGG: 6.135 GT_GAN: 0.039 GT_GAN_Feat: 38.809 F_Flow: 41.362 F_Warp: 2.720 W: 6.340 D_real: 0.000 D_fake: 1.046 DT_real: 0.696 DT_fake: 0.036 
saving the latest model (epoch 57, total_steps 561000)
(epoch: 57, iters: 3540, time: 0.314) G_GAN: 5.131 G_GAN_Feat: 12.772 G_VGG: 6.666 GT_GAN: 0.267 GT_GAN_Feat: 41.297 F_Flow: 38.252 F_Warp: 2.761 W: 6.629 D_real: 0.189 D_fake: 0.000 DT_real: 0.571 DT_fake: 0.003 
(epoch: 57, iters: 3840, time: 0.315) G_GAN: 3.995 G_GAN_Feat: 12.258 G_VGG: 6.352 GT_GAN: 0.048 GT_GAN_Feat: 40.532 F_Flow: 34.443 F_Warp: 2.641 W: 6.562 D_real: 0.083 D_fake: 0.072 DT_real: 0.337 DT_fake: 0.014 
(epoch: 57, iters: 4140, time: 0.314) G_GAN: 4.375 G_GAN_Feat: 13.229 G_VGG: 6.517 GT_GAN: 0.059 GT_GAN_Feat: 44.232 F_Flow: 36.906 F_Warp: 2.538 W: 6.643 D_real: 0.015 D_fake: 0.003 DT_real: 0.615 DT_fake: 0.078 
(epoch: 57, iters: 4440, time: 0.317) G_GAN: 4.558 G_GAN_Feat: 12.613 G_VGG: 6.313 GT_GAN: 0.023 GT_GAN_Feat: 42.454 F_Flow: 33.393 F_Warp: 2.712 W: 6.504 D_real: 0.104 D_fake: 0.002 DT_real: 0.500 DT_fake: 0.029 
(epoch: 57, iters: 4740, time: 0.313) G_GAN: 3.876 G_GAN_Feat: 11.920 G_VGG: 6.325 GT_GAN: 0.122 GT_GAN_Feat: 39.148 F_Flow: 35.875 F_Warp: 2.458 W: 6.096 D_real: 0.012 D_fake: 0.002 DT_real: 0.648 DT_fake: 0.021 
(epoch: 57, iters: 5040, time: 0.315) G_GAN: 5.418 G_GAN_Feat: 12.424 G_VGG: 6.711 GT_GAN: 0.049 GT_GAN_Feat: 41.461 F_Flow: 34.926 F_Warp: 2.690 W: 6.472 D_real: 0.889 D_fake: 0.024 DT_real: 0.182 DT_fake: 0.034 
(epoch: 57, iters: 5340, time: 0.313) G_GAN: 4.233 G_GAN_Feat: 12.899 G_VGG: 6.751 GT_GAN: 0.429 GT_GAN_Feat: 42.043 F_Flow: 36.427 F_Warp: 2.971 W: 6.925 D_real: 0.026 D_fake: 0.008 DT_real: 0.301 DT_fake: 0.004 
(epoch: 57, iters: 5640, time: 0.311) G_GAN: 2.849 G_GAN_Feat: 12.060 G_VGG: 6.433 GT_GAN: 1.152 GT_GAN_Feat: 40.450 F_Flow: 37.024 F_Warp: 3.053 W: 6.821 D_real: 0.019 D_fake: 0.250 DT_real: 0.995 DT_fake: 0.305 
(epoch: 57, iters: 5940, time: 0.314) G_GAN: 4.531 G_GAN_Feat: 12.733 G_VGG: 6.289 GT_GAN: 0.002 GT_GAN_Feat: 42.708 F_Flow: 33.170 F_Warp: 3.043 W: 6.741 D_real: 0.008 D_fake: 0.006 DT_real: 0.110 DT_fake: 0.077 
(epoch: 57, iters: 6240, time: 0.315) G_GAN: 4.552 G_GAN_Feat: 12.429 G_VGG: 6.228 GT_GAN: 0.015 GT_GAN_Feat: 39.596 F_Flow: 34.743 F_Warp: 2.857 W: 6.540 D_real: 0.017 D_fake: 0.002 DT_real: 0.373 DT_fake: 0.011 
saving the latest model (epoch 57, total_steps 564000)
(epoch: 57, iters: 6540, time: 0.315) G_GAN: 4.300 G_GAN_Feat: 12.968 G_VGG: 6.571 GT_GAN: 0.026 GT_GAN_Feat: 42.568 F_Flow: 31.137 F_Warp: 2.970 W: 6.764 D_real: 0.002 D_fake: 0.003 DT_real: 0.145 DT_fake: 0.002 
(epoch: 57, iters: 6840, time: 0.317) G_GAN: 4.919 G_GAN_Feat: 13.422 G_VGG: 6.752 GT_GAN: 0.090 GT_GAN_Feat: 43.962 F_Flow: 34.813 F_Warp: 3.051 W: 6.635 D_real: 0.006 D_fake: 0.005 DT_real: 0.459 DT_fake: 0.010 
(epoch: 57, iters: 7140, time: 0.315) G_GAN: 4.397 G_GAN_Feat: 12.966 G_VGG: 7.040 GT_GAN: 0.009 GT_GAN_Feat: 44.460 F_Flow: 36.856 F_Warp: 2.897 W: 6.795 D_real: 0.021 D_fake: 0.002 DT_real: 0.087 DT_fake: 0.077 
(epoch: 57, iters: 7440, time: 0.313) G_GAN: 5.597 G_GAN_Feat: 13.367 G_VGG: 6.816 GT_GAN: 0.024 GT_GAN_Feat: 44.460 F_Flow: 39.903 F_Warp: 3.022 W: 6.853 D_real: 0.293 D_fake: 0.000 DT_real: 0.208 DT_fake: 0.016 
(epoch: 57, iters: 7740, time: 0.315) G_GAN: 3.513 G_GAN_Feat: 11.921 G_VGG: 6.183 GT_GAN: 0.558 GT_GAN_Feat: 38.985 F_Flow: 34.591 F_Warp: 2.717 W: 6.402 D_real: 0.011 D_fake: 0.030 DT_real: 0.706 DT_fake: 0.002 
================ Training Loss (Sun Jan  5 04:47:45 2020) ================
network loaded from ./checkpoints/face/latest_net_G.pth
network loaded from ./checkpoints/face/latest_net_D.pth
network loaded from ./checkpoints/face/latest_net_DT.pth
================ Training Loss (Sun Jan  5 04:52:15 2020) ================
network loaded from ./checkpoints/face/latest_net_G.pth
network loaded from ./checkpoints/face/latest_net_D.pth
network loaded from ./checkpoints/face/latest_net_DT.pth
(epoch: 57, iters: 6540, time: 0.258) G_GAN: 2.829 G_GAN_Feat: 11.197 G_VGG: 5.453 GT_GAN: 0.024 GT_GAN_Feat: 37.879 F_Flow: 26.908 F_Warp: 1.123 W: 2.567 D_real: 0.004 D_fake: 0.484 DT_real: 0.009 DT_fake: 0.026 
(epoch: 57, iters: 6840, time: 0.073) G_GAN: 4.817 G_GAN_Feat: 11.066 G_VGG: 5.731 GT_GAN: 0.003 GT_GAN_Feat: 39.694 F_Flow: 24.449 F_Warp: 1.532 W: 2.896 D_real: 0.280 D_fake: 0.011 DT_real: 0.002 DT_fake: 0.048 
(epoch: 57, iters: 7140, time: 0.075) G_GAN: 3.300 G_GAN_Feat: 10.885 G_VGG: 5.488 GT_GAN: 0.005 GT_GAN_Feat: 38.510 F_Flow: 30.068 F_Warp: 1.239 W: 2.554 D_real: 0.002 D_fake: 0.245 DT_real: 0.003 DT_fake: 0.010 
saving the latest model (epoch 57, total_steps 567000)
(epoch: 57, iters: 7440, time: 0.071) G_GAN: 4.985 G_GAN_Feat: 10.437 G_VGG: 5.382 GT_GAN: 0.003 GT_GAN_Feat: 37.954 F_Flow: 26.031 F_Warp: 1.124 W: 2.414 D_real: 0.616 D_fake: 0.009 DT_real: 0.001 DT_fake: 0.002 
(epoch: 57, iters: 7740, time: 0.071) G_GAN: 3.900 G_GAN_Feat: 10.747 G_VGG: 5.492 GT_GAN: 0.036 GT_GAN_Feat: 38.269 F_Flow: 29.199 F_Warp: 1.276 W: 2.644 D_real: 0.017 D_fake: 0.091 DT_real: 0.015 DT_fake: 0.006 
(epoch: 57, iters: 8040, time: 0.071) G_GAN: 4.283 G_GAN_Feat: 10.872 G_VGG: 5.573 GT_GAN: 0.002 GT_GAN_Feat: 38.773 F_Flow: 24.133 F_Warp: 1.278 W: 2.783 D_real: 0.068 D_fake: 0.035 DT_real: 0.001 DT_fake: 0.000 
(epoch: 57, iters: 8340, time: 0.071) G_GAN: 4.504 G_GAN_Feat: 10.620 G_VGG: 5.410 GT_GAN: 0.000 GT_GAN_Feat: 38.320 F_Flow: 26.207 F_Warp: 1.214 W: 2.554 D_real: 0.144 D_fake: 0.032 DT_real: 0.000 DT_fake: 0.000 
(epoch: 57, iters: 8640, time: 0.070) G_GAN: 4.334 G_GAN_Feat: 10.661 G_VGG: 5.369 GT_GAN: 0.010 GT_GAN_Feat: 38.885 F_Flow: 26.818 F_Warp: 1.280 W: 2.675 D_real: 0.055 D_fake: 0.076 DT_real: 0.004 DT_fake: 0.015 
(epoch: 57, iters: 8940, time: 0.070) G_GAN: 4.171 G_GAN_Feat: 10.335 G_VGG: 5.168 GT_GAN: 0.003 GT_GAN_Feat: 37.333 F_Flow: 23.413 F_Warp: 1.099 W: 2.453 D_real: 0.013 D_fake: 0.098 DT_real: 0.001 
(epoch: 57, iters: 9240, time: 0.072) G_GAN: 4.425 G_GAN_Feat: 10.481 G_VGG: 5.416 GT_GAN: 0.000 GT_GAN_Feat: 38.925 F_Flow: 26.657 F_Warp: 1.298 W: 2.727 D_real: 0.296 D_fake: 0.083 DT_real: 0.000 DT_fake: 0.002 
(epoch: 57, iters: 9540, time: 0.071) G_GAN: 2.408 G_GAN_Feat: 10.724 G_VGG: 5.019 GT_GAN: 0.001 GT_GAN_Feat: 38.317 F_Flow: 24.380 F_Warp: 1.102 W: 2.444 D_real: 0.000 D_fake: 0.725 DT_real: 0.000 
(epoch: 57, iters: 9840, time: 0.072) G_GAN: 6.333 G_GAN_Feat: 10.164 G_VGG: 5.180 GT_GAN: 0.000 GT_GAN_Feat: 38.197 F_Flow: 31.875 F_Warp: 1.113 W: 2.562 D_real: 1.737 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
End of epoch 57 / 100 	 Time Taken: 457 sec
(epoch: 58, iters: 180, time: 0.184) G_GAN: 2.621 G_GAN_Feat: 10.878 G_VGG: 5.413 GT_GAN_Feat: 39.240 F_Flow: 23.962 F_Warp: 1.219 W: 2.641 D_real: 0.022 D_fake: 0.560 DT_real: 0.000 DT_fake: 0.000 
saving the latest model (epoch 58, total_steps 570000)
(epoch: 58, iters: 480, time: 0.085) G_GAN: 4.325 G_GAN_Feat: 10.378 G_VGG: 5.147 GT_GAN: 0.000 GT_GAN_Feat: 37.798 F_Flow: 23.271 F_Warp: 1.123 W: 2.419 D_real: 0.050 D_fake: 0.033 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 780, time: 0.084) G_GAN: 4.056 G_GAN_Feat: 10.281 G_VGG: 5.121 GT_GAN: 0.001 GT_GAN_Feat: 37.760 F_Flow: 24.051 F_Warp: 1.065 W: 2.377 D_real: 0.051 D_fake: 0.086 DT_real: 0.000 
(epoch: 58, iters: 1080, time: 0.083) G_GAN: 4.292 G_GAN_Feat: 10.498 G_VGG: 5.403 GT_GAN: 0.030 GT_GAN_Feat: 38.554 F_Flow: 27.401 F_Warp: 1.254 W: 2.591 D_real: 0.031 D_fake: 0.049 DT_real: 0.013 DT_fake: 0.000 
(epoch: 58, iters: 1380, time: 0.081) G_GAN: 4.842 G_GAN_Feat: 10.394 G_VGG: 5.152 GT_GAN: 0.199 GT_GAN_Feat: 35.414 F_Flow: 28.572 F_Warp: 1.093 W: 2.423 D_real: 0.078 D_fake: 0.002 DT_real: 0.090 DT_fake: 2.601 
(epoch: 58, iters: 1680, time: 0.078) G_GAN: 4.479 G_GAN_Feat: 10.749 G_VGG: 5.112 GT_GAN: 0.001 GT_GAN_Feat: 39.646 F_Flow: 26.162 F_Warp: 1.139 W: 2.432 D_real: 0.004 D_fake: 0.024 DT_real: 0.002 DT_fake: 0.002 
(epoch: 58, iters: 1980, time: 0.077) G_GAN: 4.597 G_GAN_Feat: 10.850 G_VGG: 5.211 GT_GAN: 0.003 GT_GAN_Feat: 39.607 F_Flow: 27.002 F_Warp: 1.135 W: 2.414 D_real: 0.032 D_fake: 0.003 DT_real: 0.001 DT_fake: 0.007 
(epoch: 58, iters: 2280, time: 0.077) G_GAN: 4.946 G_GAN_Feat: 10.766 G_VGG: 5.074 GT_GAN: 0.000 GT_GAN_Feat: 39.018 F_Flow: 25.088 F_Warp: 1.045 W: 2.482 D_real: 0.022 D_fake: 0.008 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 2580, time: 0.077) G_GAN: 4.463 G_GAN_Feat: 10.925 G_VGG: 5.442 GT_GAN: 0.002 GT_GAN_Feat: 39.855 F_Flow: 23.122 F_Warp: 1.226 W: 2.587 D_real: 0.059 D_fake: 0.051 DT_real: 0.001 DT_fake: 0.002 
(epoch: 58, iters: 2880, time: 0.073) G_GAN: 4.224 G_GAN_Feat: 10.713 G_VGG: 5.363 GT_GAN: 0.000 GT_GAN_Feat: 40.240 F_Flow: 25.533 F_Warp: 1.156 W: 2.589 D_real: 0.023 D_fake: 0.041 DT_real: 0.000 DT_fake: 0.001 
(epoch: 58, iters: 3180, time: 0.073) G_GAN: 4.394 G_GAN_Feat: 11.054 G_VGG: 5.277 GT_GAN: 0.000 GT_GAN_Feat: 40.014 F_Flow: 24.705 F_Warp: 1.111 W: 2.577 D_real: 0.049 D_fake: 0.039 DT_real: 0.000 DT_fake: 0.000 
saving the latest model (epoch 58, total_steps 573000)
(epoch: 58, iters: 3480, time: 0.072) G_GAN: 3.682 G_GAN_Feat: 10.863 G_VGG: 5.399 GT_GAN: 0.000 GT_GAN_Feat: 40.788 F_Flow: 25.827 F_Warp: 1.226 W: 2.598 D_real: 0.008 D_fake: 0.078 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 3780, time: 0.073) G_GAN: 4.815 G_GAN_Feat: 10.986 G_VGG: 5.450 GT_GAN: 0.000 GT_GAN_Feat: 40.621 F_Flow: 24.257 F_Warp: 1.222 W: 2.587 D_real: 0.178 D_fake: 0.009 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 4080, time: 0.071) G_GAN: 4.254 G_GAN_Feat: 11.194 G_VGG: 5.500 GT_GAN: 0.000 GT_GAN_Feat: 40.496 F_Flow: 24.954 F_Warp: 1.187 W: 2.505 D_real: 0.015 D_fake: 0.113 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 4380, time: 0.070) G_GAN: 4.979 G_GAN_Feat: 10.876 G_VGG: 5.513 GT_GAN: 0.000 GT_GAN_Feat: 40.549 F_Flow: 29.018 F_Warp: 1.252 W: 2.619 D_real: 0.053 D_fake: 0.011 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 4680, time: 0.073) G_GAN: 4.124 G_GAN_Feat: 11.105 G_VGG: 5.271 GT_GAN: 0.000 GT_GAN_Feat: 39.763 F_Flow: 23.140 F_Warp: 1.122 W: 2.510 D_real: 0.001 D_fake: 0.075 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 4980, time: 0.071) G_GAN: 5.020 G_GAN_Feat: 10.990 G_VGG: 5.419 GT_GAN: 0.000 GT_GAN_Feat: 40.518 F_Flow: 24.935 F_Warp: 1.194 W: 2.559 D_real: 0.091 D_fake: 0.016 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 5280, time: 0.071) G_GAN: 2.556 G_GAN_Feat: 11.146 G_VGG: 5.263 GT_GAN: 0.000 GT_GAN_Feat: 39.927 F_Flow: 24.475 F_Warp: 1.159 W: 2.433 D_real: 0.000 D_fake: 0.472 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 5580, time: 0.071) G_GAN: 6.976 G_GAN_Feat: 10.354 G_VGG: 5.335 GT_GAN: 0.001 GT_GAN_Feat: 40.714 F_Flow: 23.534 F_Warp: 1.179 W: 2.682 D_real: 2.545 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 5880, time: 0.072) G_GAN: 3.317 G_GAN_Feat: 11.184 G_VGG: 5.407 GT_GAN: 0.001 GT_GAN_Feat: 41.337 F_Flow: 26.778 F_Warp: 1.158 W: 2.621 D_real: 0.102 D_fake: 0.525 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 6180, time: 0.072) G_GAN: 4.703 G_GAN_Feat: 11.504 G_VGG: 5.405 GT_GAN: 0.000 GT_GAN_Feat: 40.876 F_Flow: 26.121 F_Warp: 1.294 W: 2.571 D_real: 0.022 D_fake: 0.028 DT_fake: 0.000 
saving the latest model (epoch 58, total_steps 576000)
(epoch: 58, iters: 6480, time: 0.072) G_GAN: 4.366 G_GAN_Feat: 10.819 G_VGG: 5.211 GT_GAN: 0.000 GT_GAN_Feat: 39.816 F_Flow: 25.352 F_Warp: 1.080 W: 2.459 D_real: 0.054 D_fake: 0.057 DT_fake: 0.000 
(epoch: 58, iters: 6780, time: 0.072) G_GAN: 4.047 G_GAN_Feat: 10.994 G_VGG: 5.212 GT_GAN: 0.000 GT_GAN_Feat: 40.609 F_Flow: 27.299 F_Warp: 1.134 W: 2.532 D_real: 0.002 D_fake: 0.114 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 7080, time: 0.071) G_GAN: 4.649 G_GAN_Feat: 11.146 G_VGG: 5.478 GT_GAN: 0.000 GT_GAN_Feat: 40.877 F_Flow: 26.545 F_Warp: 1.212 W: 2.645 D_real: 0.004 D_fake: 0.007 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 7380, time: 0.070) G_GAN: 4.809 G_GAN_Feat: 10.952 G_VGG: 5.449 GT_GAN: 0.000 GT_GAN_Feat: 40.591 F_Flow: 28.899 F_Warp: 1.209 W: 2.581 D_real: 0.005 D_fake: 0.059 DT_real: 0.000 
(epoch: 58, iters: 7680, time: 0.071) G_GAN: 4.662 G_GAN_Feat: 11.253 G_VGG: 5.518 GT_GAN_Feat: 40.868 F_Flow: 25.843 F_Warp: 1.253 W: 2.553 D_real: 0.010 D_fake: 0.009 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 7980, time: 0.072) G_GAN: 4.298 G_GAN_Feat: 10.643 G_VGG: 5.216 GT_GAN: 0.000 GT_GAN_Feat: 39.773 F_Flow: 25.203 F_Warp: 1.067 W: 2.423 D_real: 0.014 D_fake: 0.041 DT_real: 0.000 DT_fake: 0.000 
(epoch: 58, iters: 8280, time: 0.069) G_GAN: 4.279 G_GAN_Feat: 11.323 G_VGG: 5.640 GT_GAN: 0.000 GT_GAN_Feat: 41.283 F_Flow: 27.513 F_Warp: 1.302 W: 2.706 D_real: 0.005 D_fake: 0.075 DT_real: 0.000 
(epoch: 58, iters: 8580, time: 0.069) G_GAN: 4.626 G_GAN_Feat: 10.839 G_VGG: 5.342 GT_GAN: 0.002 GT_GAN_Feat: 40.220 F_Flow: 26.599 F_Warp: 1.095 W: 2.431 D_real: 0.025 D_fake: 0.024 DT_real: 0.000 
(epoch: 58, iters: 8880, time: 0.070) G_GAN: 3.967 G_GAN_Feat: 11.208 G_VGG: 5.441 GT_GAN_Feat: 40.894 F_Flow: 23.412 F_Warp: 1.251 W: 2.676 D_real: 0.004 D_fake: 0.111 DT_fake: 0.000 
(epoch: 58, iters: 9180, time: 0.069) G_GAN: 4.713 G_GAN_Feat: 11.311 G_VGG: 5.505 GT_GAN: 0.000 GT_GAN_Feat: 40.865 F_Flow: 26.184 F_Warp: 1.325 W: 2.650 D_real: 0.040 D_fake: 0.004 DT_real: 0.000 DT_fake: 0.000 
saving the latest model (epoch 58, total_steps 579000)
(epoch: 58, iters: 9480, time: 0.071) G_GAN: 4.128 G_GAN_Feat: 10.860 G_VGG: 5.378 GT_GAN: 0.000 GT_GAN_Feat: 41.089 F_Flow: 24.045 F_Warp: 1.228 W: 2.650 D_real: 0.011 D_fake: 0.049 DT_real: 0.000 
(epoch: 58, iters: 9780, time: 0.070) G_GAN: 4.953 G_GAN_Feat: 11.030 G_VGG: 5.350 GT_GAN_Feat: 40.148 F_Flow: 24.622 F_Warp: 1.172 W: 2.486 D_real: 0.032 D_fake: 0.012 DT_real: 0.000 DT_fake: 0.000 
End of epoch 58 / 100 	 Time Taken: 1040 sec
(epoch: 59, iters: 120, time: 0.147) G_GAN: 4.591 G_GAN_Feat: 11.049 G_VGG: 5.331 GT_GAN: 0.000 GT_GAN_Feat: 40.534 F_Flow: 25.422 F_Warp: 1.172 W: 2.572 D_real: 0.005 D_fake: 0.032 DT_real: 0.000 
(epoch: 59, iters: 420, time: 0.082) G_GAN: 3.855 G_GAN_Feat: 11.153 G_VGG: 5.074 GT_GAN_Feat: 40.198 F_Flow: 22.994 F_Warp: 1.102 W: 2.371 D_real: 0.000 D_fake: 0.061 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 720, time: 0.082) G_GAN: 4.613 G_GAN_Feat: 10.929 G_VGG: 5.258 GT_GAN_Feat: 40.081 F_Flow: 26.744 F_Warp: 1.123 W: 2.481 D_real: 0.002 D_fake: 0.056 DT_real: 0.000 
(epoch: 59, iters: 1020, time: 0.084) G_GAN: 5.314 G_GAN_Feat: 11.025 G_VGG: 5.414 GT_GAN_Feat: 40.179 F_Flow: 24.965 F_Warp: 1.078 W: 2.405 D_real: 0.076 D_fake: 0.000 DT_real: 0.000 
(epoch: 59, iters: 1320, time: 0.082) G_GAN: 4.829 G_GAN_Feat: 10.665 G_VGG: 5.057 GT_GAN: 0.000 GT_GAN_Feat: 39.895 F_Flow: 22.823 F_Warp: 1.071 W: 2.397 D_real: 0.024 D_fake: 0.002 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 1620, time: 0.075) G_GAN: 4.703 G_GAN_Feat: 11.047 G_VGG: 5.371 GT_GAN: 0.000 GT_GAN_Feat: 40.741 F_Flow: 24.635 F_Warp: 1.166 W: 2.579 D_real: 0.025 D_fake: 0.009 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 1920, time: 0.078) G_GAN: 4.915 G_GAN_Feat: 11.268 G_VGG: 5.289 GT_GAN: 0.000 GT_GAN_Feat: 40.618 F_Flow: 24.806 F_Warp: 1.229 W: 2.653 D_real: 0.032 D_fake: 0.000 DT_real: 0.000 
(epoch: 59, iters: 2220, time: 0.077) G_GAN: 4.854 G_GAN_Feat: 10.569 G_VGG: 5.249 GT_GAN: 0.000 GT_GAN_Feat: 40.299 F_Flow: 25.008 F_Warp: 1.111 W: 2.490 D_real: 0.012 D_fake: 0.014 DT_real: 0.000 DT_fake: 0.000 
saving the latest model (epoch 59, total_steps 582000)
(epoch: 59, iters: 2520, time: 0.076) G_GAN: 4.360 G_GAN_Feat: 10.877 G_VGG: 5.285 GT_GAN: 0.000 GT_GAN_Feat: 40.403 F_Flow: 28.523 F_Warp: 1.124 W: 2.456 D_real: 0.017 D_fake: 0.072 DT_fake: 0.001 
(epoch: 59, iters: 2820, time: 0.074) G_GAN: 6.299 G_GAN_Feat: 11.482 G_VGG: 5.524 GT_GAN_Feat: 41.500 F_Flow: 26.401 F_Warp: 1.273 W: 2.675 D_real: 0.413 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 3120, time: 0.073) G_GAN: 1.751 G_GAN_Feat: 10.486 G_VGG: 5.322 GT_GAN: 0.000 GT_GAN_Feat: 40.448 F_Flow: 28.235 F_Warp: 1.220 W: 2.553 D_real: 0.007 D_fake: 1.487 DT_real: 0.000 
(epoch: 59, iters: 3420, time: 0.071) G_GAN: 6.849 G_GAN_Feat: 10.034 G_VGG: 5.674 GT_GAN: 0.000 GT_GAN_Feat: 41.954 F_Flow: 23.791 F_Warp: 1.424 W: 2.854 D_real: 3.605 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 3720, time: 0.072) G_GAN: 2.263 G_GAN_Feat: 10.070 G_VGG: 5.264 GT_GAN: 0.000 GT_GAN_Feat: 40.725 F_Flow: 27.308 F_Warp: 1.152 W: 2.553 D_real: 0.173 D_fake: 1.543 DT_real: 0.000 
(epoch: 59, iters: 4020, time: 0.071) G_GAN: 5.051 G_GAN_Feat: 10.411 G_VGG: 5.259 GT_GAN: 0.000 GT_GAN_Feat: 39.562 F_Flow: 26.994 F_Warp: 1.058 W: 2.402 D_real: 0.409 D_fake: 0.197 DT_real: 0.000 
(epoch: 59, iters: 4320, time: 0.070) G_GAN: 5.044 G_GAN_Feat: 10.510 G_VGG: 4.912 GT_GAN: 0.000 GT_GAN_Feat: 39.573 F_Flow: 25.170 F_Warp: 0.970 W: 2.304 D_real: 0.034 D_fake: 0.030 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 4620, time: 0.070) G_GAN: 4.752 G_GAN_Feat: 10.976 G_VGG: 5.242 GT_GAN: 0.000 GT_GAN_Feat: 40.469 F_Flow: 25.197 F_Warp: 1.121 W: 2.485 D_real: 0.044 D_fake: 0.070 DT_real: 0.000 
(epoch: 59, iters: 4920, time: 0.071) G_GAN: 4.708 G_GAN_Feat: 10.615 G_VGG: 5.045 GT_GAN: 0.000 GT_GAN_Feat: 39.573 F_Flow: 25.776 F_Warp: 1.118 W: 2.398 D_real: 0.002 D_fake: 0.051 DT_real: 0.000 
(epoch: 59, iters: 5220, time: 0.070) G_GAN: 5.100 G_GAN_Feat: 10.982 G_VGG: 5.245 GT_GAN: 0.000 GT_GAN_Feat: 40.352 F_Flow: 26.349 F_Warp: 1.170 W: 2.521 D_real: 0.057 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
saving the latest model (epoch 59, total_steps 585000)
(epoch: 59, iters: 5520, time: 0.070) G_GAN: 5.055 G_GAN_Feat: 11.452 G_VGG: 5.354 GT_GAN_Feat: 41.941 F_Flow: 26.434 F_Warp: 1.256 W: 2.655 D_real: 0.034 D_fake: 0.013 
(epoch: 59, iters: 5820, time: 0.070) G_GAN: 5.113 G_GAN_Feat: 10.876 G_VGG: 4.923 GT_GAN_Feat: 39.031 F_Flow: 25.576 F_Warp: 1.035 W: 2.380 D_real: 0.002 D_fake: 0.018 
(epoch: 59, iters: 6120, time: 0.071) G_GAN: 5.042 G_GAN_Feat: 11.330 G_VGG: 5.377 GT_GAN_Feat: 41.379 F_Flow: 29.795 F_Warp: 1.240 W: 2.594 D_real: 0.021 D_fake: 0.030 
(epoch: 59, iters: 6420, time: 0.071) G_GAN: 4.485 G_GAN_Feat: 11.062 G_VGG: 5.189 GT_GAN: 0.000 GT_GAN_Feat: 40.542 F_Flow: 23.669 F_Warp: 1.143 W: 2.390 D_real: 0.004 D_fake: 0.059 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 6720, time: 0.070) G_GAN: 4.587 G_GAN_Feat: 10.905 G_VGG: 5.101 GT_GAN_Feat: 39.818 F_Flow: 25.228 F_Warp: 1.023 W: 2.335 D_real: 0.017 D_fake: 0.054 
(epoch: 59, iters: 7020, time: 0.071) G_GAN: 4.610 G_GAN_Feat: 11.058 G_VGG: 5.508 GT_GAN: 0.000 GT_GAN_Feat: 39.942 F_Flow: 25.864 F_Warp: 1.229 W: 2.549 D_real: 0.037 D_fake: 0.056 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 7320, time: 0.072) G_GAN: 4.936 G_GAN_Feat: 11.012 G_VGG: 5.217 GT_GAN_Feat: 40.688 F_Flow: 25.215 F_Warp: 1.124 W: 2.507 D_real: 0.005 D_fake: 0.008 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 7620, time: 0.071) G_GAN: 4.539 G_GAN_Feat: 11.212 G_VGG: 5.338 GT_GAN: 0.000 GT_GAN_Feat: 40.419 F_Flow: 27.871 F_Warp: 1.174 W: 2.521 D_real: 0.021 D_fake: 0.021 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 7920, time: 0.071) G_GAN: 5.215 G_GAN_Feat: 10.999 G_VGG: 5.323 GT_GAN: 0.000 GT_GAN_Feat: 39.781 F_Flow: 25.328 F_Warp: 1.151 W: 2.491 D_real: 0.032 D_fake: 0.002 DT_real: 0.000 
(epoch: 59, iters: 8220, time: 0.072) G_GAN: 4.959 G_GAN_Feat: 10.799 G_VGG: 5.294 GT_GAN_Feat: 40.057 F_Flow: 25.507 F_Warp: 1.121 W: 2.477 D_real: 0.044 D_fake: 0.002 
saving the latest model (epoch 59, total_steps 588000)
(epoch: 59, iters: 8520, time: 0.070) G_GAN: 4.352 G_GAN_Feat: 10.960 G_VGG: 5.460 GT_GAN_Feat: 40.736 F_Flow: 27.407 F_Warp: 1.203 W: 2.544 D_real: 0.019 D_fake: 0.029 
(epoch: 59, iters: 8820, time: 0.070) G_GAN: 4.940 G_GAN_Feat: 10.963 G_VGG: 5.236 GT_GAN: 0.000 GT_GAN_Feat: 40.568 F_Flow: 27.446 F_Warp: 1.185 W: 2.570 D_real: 0.055 D_fake: 0.005 
(epoch: 59, iters: 9120, time: 0.070) G_GAN: 4.930 G_GAN_Feat: 10.774 G_VGG: 5.233 GT_GAN_Feat: 40.174 F_Flow: 26.336 F_Warp: 1.151 W: 2.418 D_real: 0.010 D_fake: 0.003 
(epoch: 59, iters: 9420, time: 0.070) G_GAN: 5.220 G_GAN_Feat: 11.024 G_VGG: 5.301 GT_GAN: 0.000 GT_GAN_Feat: 39.872 F_Flow: 22.391 F_Warp: 1.151 W: 2.498 D_real: 0.031 D_fake: 0.003 DT_real: 0.000 DT_fake: 0.000 
(epoch: 59, iters: 9720, time: 0.071) G_GAN: 5.020 G_GAN_Feat: 11.027 G_VGG: 5.248 GT_GAN_Feat: 40.341 F_Flow: 26.218 F_Warp: 1.161 W: 2.491 D_real: 0.019 D_fake: 0.003 DT_real: 0.000 
End of epoch 59 / 100 	 Time Taken: 1045 sec
(epoch: 60, iters: 60, time: 0.136) G_GAN: 4.670 G_GAN_Feat: 10.898 G_VGG: 5.150 GT_GAN: 0.000 GT_GAN_Feat: 40.260 F_Flow: 25.320 F_Warp: 1.126 W: 2.374 D_real: 0.001 D_fake: 0.028 DT_real: 0.000 
(epoch: 60, iters: 360, time: 0.081) G_GAN: 5.440 G_GAN_Feat: 10.969 G_VGG: 5.190 GT_GAN: 0.000 GT_GAN_Feat: 40.830 F_Flow: 25.583 F_Warp: 1.153 W: 2.588 D_real: 0.046 D_fake: 0.000 DT_real: 0.000 
(epoch: 60, iters: 660, time: 0.083) G_GAN: 4.872 G_GAN_Feat: 10.759 G_VGG: 5.139 GT_GAN_Feat: 40.463 F_Flow: 28.240 F_Warp: 1.095 W: 2.506 D_real: 0.122 D_fake: 0.017 DT_real: 0.000 
(epoch: 60, iters: 960, time: 0.082) G_GAN: 4.603 G_GAN_Feat: 11.119 G_VGG: 5.519 GT_GAN_Feat: 41.316 F_Flow: 26.575 F_Warp: 1.188 W: 2.617 D_real: 0.028 D_fake: 0.049 DT_real: 0.000 
(epoch: 60, iters: 1260, time: 0.083) G_GAN: 3.916 G_GAN_Feat: 11.200 G_VGG: 5.383 GT_GAN_Feat: 41.037 F_Flow: 26.704 F_Warp: 1.185 W: 2.594 D_real: 0.026 D_fake: 0.095 DT_real: 0.000 
saving the latest model (epoch 60, total_steps 591000)
(epoch: 60, iters: 1560, time: 0.079) G_GAN: 4.735 G_GAN_Feat: 10.895 G_VGG: 4.970 GT_GAN_Feat: 40.078 F_Flow: 24.717 F_Warp: 1.050 W: 2.378 D_real: 0.017 D_fake: 0.007 DT_real: 0.000 DT_fake: 0.000 
(epoch: 60, iters: 1860, time: 0.076) G_GAN: 5.149 G_GAN_Feat: 10.996 G_VGG: 5.116 GT_GAN: 0.000 GT_GAN_Feat: 40.264 F_Flow: 24.128 F_Warp: 1.095 W: 2.513 D_real: 0.001 D_fake: 0.002 DT_real: 0.000 
(epoch: 60, iters: 2160, time: 0.076) G_GAN: 4.737 G_GAN_Feat: 10.932 G_VGG: 5.300 GT_GAN: 0.000 GT_GAN_Feat: 40.676 F_Flow: 27.188 F_Warp: 1.188 W: 2.538 D_real: 0.024 D_fake: 0.045 DT_fake: 0.000 
(epoch: 60, iters: 2460, time: 0.076) G_GAN: 4.215 G_GAN_Feat: 10.826 G_VGG: 5.281 GT_GAN: 0.000 GT_GAN_Feat: 40.584 F_Flow: 27.386 F_Warp: 1.158 W: 2.473 D_real: 0.036 D_fake: 0.021 DT_real: 0.000 
(epoch: 60, iters: 2760, time: 0.073) G_GAN: 5.044 G_GAN_Feat: 10.784 G_VGG: 5.136 GT_GAN_Feat: 40.128 F_Flow: 28.231 F_Warp: 1.077 W: 2.401 D_real: 0.034 D_fake: 0.001 
(epoch: 60, iters: 3060, time: 0.070) G_GAN: 4.986 G_GAN_Feat: 10.918 G_VGG: 5.318 GT_GAN_Feat: 41.241 F_Flow: 26.313 F_Warp: 1.207 W: 2.496 D_real: 0.008 D_fake: 0.003 DT_real: 0.000 
(epoch: 60, iters: 3360, time: 0.072) G_GAN: 4.941 G_GAN_Feat: 11.387 G_VGG: 5.404 GT_GAN: 0.000 GT_GAN_Feat: 41.205 F_Flow: 28.114 F_Warp: 1.183 W: 2.560 D_real: 0.106 D_fake: 0.004 DT_real: 0.000 
(epoch: 60, iters: 3660, time: 0.071) G_GAN: 4.620 G_GAN_Feat: 10.978 G_VGG: 5.272 GT_GAN: 0.000 GT_GAN_Feat: 40.623 F_Flow: 23.921 F_Warp: 1.157 W: 2.526 D_real: 0.012 D_fake: 0.005 DT_real: 0.000 
(epoch: 60, iters: 3960, time: 0.071) G_GAN: 5.121 G_GAN_Feat: 10.716 G_VGG: 5.204 GT_GAN_Feat: 40.073 F_Flow: 28.925 F_Warp: 1.163 W: 2.492 D_real: 0.045 D_fake: 0.003 DT_real: 0.000 
(epoch: 60, iters: 4260, time: 0.070) G_GAN: 5.061 G_GAN_Feat: 10.968 G_VGG: 5.093 GT_GAN: 0.000 GT_GAN_Feat: 40.199 F_Flow: 23.759 F_Warp: 1.095 W: 2.459 D_real: 0.010 D_fake: 0.006 
saving the latest model (epoch 60, total_steps 594000)
(epoch: 60, iters: 4560, time: 0.070) G_GAN: 4.592 G_GAN_Feat: 11.168 G_VGG: 5.198 GT_GAN: 0.000 GT_GAN_Feat: 40.842 F_Flow: 23.683 F_Warp: 1.119 W: 2.500 D_real: 0.003 D_fake: 0.014 DT_real: 0.000 DT_fake: 0.000 
(epoch: 60, iters: 4860, time: 0.070) G_GAN: 4.669 G_GAN_Feat: 10.843 G_VGG: 5.393 GT_GAN_Feat: 40.722 F_Flow: 24.604 F_Warp: 1.273 W: 2.603 D_real: 0.012 D_fake: 0.020 DT_real: 0.000 
(epoch: 60, iters: 5160, time: 0.069) G_GAN: 4.685 G_GAN_Feat: 10.866 G_VGG: 5.156 GT_GAN: 0.000 GT_GAN_Feat: 40.280 F_Flow: 24.534 F_Warp: 1.142 W: 2.456 D_real: 0.019 D_fake: 0.002 DT_real: 0.000 DT_fake: 0.000 
(epoch: 60, iters: 5460, time: 0.070) G_GAN: 4.370 G_GAN_Feat: 11.127 G_VGG: 5.384 GT_GAN: 0.001 GT_GAN_Feat: 40.884 F_Flow: 24.653 F_Warp: 1.195 W: 2.667 D_real: 0.001 D_fake: 0.051 DT_real: 0.000 
(epoch: 60, iters: 5760, time: 0.070) G_GAN: 4.930 G_GAN_Feat: 10.713 G_VGG: 5.265 GT_GAN_Feat: 40.514 F_Flow: 25.261 F_Warp: 1.133 W: 2.492 D_real: 0.023 D_fake: 0.004 
(epoch: 60, iters: 6060, time: 0.070) G_GAN: 5.114 G_GAN_Feat: 11.162 G_VGG: 5.301 GT_GAN: 0.000 GT_GAN_Feat: 40.623 F_Flow: 24.715 F_Warp: 1.223 W: 2.634 D_real: 0.004 D_fake: 0.003 DT_real: 0.000 
(epoch: 60, iters: 6360, time: 0.071) G_GAN: 4.425 G_GAN_Feat: 10.634 G_VGG: 5.050 GT_GAN_Feat: 39.947 F_Flow: 26.350 F_Warp: 1.011 W: 2.390 D_real: 0.000 D_fake: 0.044 
(epoch: 60, iters: 6660, time: 0.073) G_GAN: 5.221 G_GAN_Feat: 11.015 G_VGG: 5.282 GT_GAN_Feat: 40.917 F_Flow: 25.270 F_Warp: 1.194 W: 2.573 D_real: 0.022 D_fake: 0.002 
(epoch: 60, iters: 6960, time: 0.072) G_GAN: 4.762 G_GAN_Feat: 11.140 G_VGG: 5.183 GT_GAN_Feat: 40.990 F_Flow: 25.715 F_Warp: 1.166 W: 2.645 D_real: 0.030 D_fake: 0.003 DT_real: 0.000 DT_fake: 0.000 
(epoch: 60, iters: 7260, time: 0.071) G_GAN: 4.902 G_GAN_Feat: 11.027 G_VGG: 5.288 GT_GAN: 0.000 GT_GAN_Feat: 40.942 F_Flow: 22.893 F_Warp: 1.195 W: 2.565 D_real: 0.011 D_fake: 0.003 DT_real: 0.000 
saving the latest model (epoch 60, total_steps 597000)
(epoch: 60, iters: 7560, time: 0.071) G_GAN: 4.849 G_GAN_Feat: 11.102 G_VGG: 5.374 GT_GAN_Feat: 40.896 F_Flow: 23.703 F_Warp: 1.306 W: 2.717 D_real: 0.043 D_fake: 0.001 
(epoch: 60, iters: 7860, time: 0.071) G_GAN: 4.697 G_GAN_Feat: 10.593 G_VGG: 5.200 GT_GAN_Feat: 39.933 F_Flow: 25.101 F_Warp: 1.042 W: 2.361 D_real: 0.001 D_fake: 0.017 DT_fake: 0.000 
(epoch: 60, iters: 8160, time: 0.071) G_GAN: 4.905 G_GAN_Feat: 11.226 G_VGG: 5.294 GT_GAN_Feat: 41.027 F_Flow: 27.356 F_Warp: 1.236 W: 2.679 D_real: 0.008 D_fake: 0.004 
(epoch: 60, iters: 8460, time: 0.070) G_GAN: 4.947 G_GAN_Feat: 10.828 G_VGG: 5.289 GT_GAN: 0.000 GT_GAN_Feat: 40.597 F_Flow: 26.530 F_Warp: 1.134 W: 2.489 D_real: 0.024 D_fake: 0.007 DT_real: 0.000 
(epoch: 60, iters: 8760, time: 0.070) G_GAN: 4.910 G_GAN_Feat: 10.861 G_VGG: 5.229 GT_GAN_Feat: 40.279 F_Flow: 26.212 F_Warp: 1.138 W: 2.487 D_real: 0.003 D_fake: 0.023 
(epoch: 60, iters: 9060, time: 0.069) G_GAN: 4.854 G_GAN_Feat: 11.258 G_VGG: 5.194 GT_GAN: 0.000 GT_GAN_Feat: 41.329 F_Flow: 24.890 F_Warp: 1.205 W: 2.577 D_real: 0.002 D_fake: 0.010 DT_real: 0.000 
(epoch: 60, iters: 9360, time: 0.070) G_GAN: 4.822 G_GAN_Feat: 10.951 G_VGG: 5.414 GT_GAN: 0.000 GT_GAN_Feat: 41.202 F_Flow: 29.710 F_Warp: 1.235 W: 2.690 D_real: 0.001 D_fake: 0.016 DT_real: 0.000 
(epoch: 60, iters: 9660, time: 0.070) G_GAN: 5.133 G_GAN_Feat: 11.094 G_VGG: 5.102 GT_GAN_Feat: 40.640 F_Flow: 26.800 F_Warp: 1.093 W: 2.448 D_real: 0.002 D_fake: 0.001 
(epoch: 60, iters: 9960, time: 0.069) G_GAN: 4.888 G_GAN_Feat: 10.944 G_VGG: 5.244 GT_GAN: 0.000 GT_GAN_Feat: 41.029 F_Flow: 27.661 F_Warp: 1.172 W: 2.578 D_real: 0.000 D_fake: 0.006 DT_real: 0.000 
End of epoch 60 / 100 	 Time Taken: 1057 sec
saving the model at the end of epoch 60, iters 599700
(epoch: 61, iters: 300, time: 0.786) G_GAN: 4.914 G_GAN_Feat: 14.946 G_VGG: 7.429 GT_GAN: 1.095 GT_GAN_Feat: 41.574 F_Flow: 51.575 F_Warp: 4.869 W: 8.206 D_real: 0.011 D_fake: 0.012 DT_real: 0.760 DT_fake: 0.551 
saving the latest model (epoch 61, total_steps 600000)
(epoch: 61, iters: 600, time: 0.656) G_GAN: 4.965 G_GAN_Feat: 14.338 G_VGG: 7.369 GT_GAN: 0.073 GT_GAN_Feat: 40.671 F_Flow: 50.718 F_Warp: 4.099 W: 7.511 D_real: 0.001 D_fake: 0.004 DT_real: 0.143 DT_fake: 0.155 
(epoch: 61, iters: 900, time: 0.656) G_GAN: 4.979 G_GAN_Feat: 14.124 G_VGG: 7.004 GT_GAN: 0.004 GT_GAN_Feat: 43.415 F_Flow: 45.215 F_Warp: 3.545 W: 7.712 D_real: 0.001 D_fake: 0.005 DT_real: 0.010 DT_fake: 0.006 
(epoch: 61, iters: 1200, time: 0.659) G_GAN: 4.842 G_GAN_Feat: 14.215 G_VGG: 7.306 GT_GAN: 0.001 GT_GAN_Feat: 43.515 F_Flow: 47.784 F_Warp: 3.994 W: 7.917 D_real: 0.001 D_fake: 0.002 DT_real: 0.041 DT_fake: 0.002 
(epoch: 61, iters: 1500, time: 0.655) G_GAN: 4.708 G_GAN_Feat: 13.684 G_VGG: 7.154 GT_GAN: 0.004 GT_GAN_Feat: 41.671 F_Flow: 52.061 F_Warp: 3.635 W: 7.508 D_real: 0.002 D_fake: 0.000 DT_real: 0.009 DT_fake: 0.030 
(epoch: 61, iters: 1800, time: 0.649) G_GAN: 5.052 G_GAN_Feat: 14.358 G_VGG: 7.086 GT_GAN: 0.004 GT_GAN_Feat: 43.883 F_Flow: 51.437 F_Warp: 4.016 W: 7.691 D_real: 0.006 D_fake: 0.001 DT_real: 0.044 DT_fake: 0.038 
(epoch: 61, iters: 2100, time: 0.649) G_GAN: 5.254 G_GAN_Feat: 13.850 G_VGG: 7.005 GT_GAN: 0.005 GT_GAN_Feat: 41.720 F_Flow: 48.487 F_Warp: 3.634 W: 7.609 D_real: 0.010 D_fake: 0.018 DT_real: 0.037 DT_fake: 0.016 
(epoch: 61, iters: 2400, time: 0.652) G_GAN: 5.664 G_GAN_Feat: 14.624 G_VGG: 7.235 GT_GAN: 0.011 GT_GAN_Feat: 45.672 F_Flow: 53.639 F_Warp: 4.421 W: 7.923 D_real: 0.000 D_fake: 0.000 DT_real: 0.014 DT_fake: 0.016 
(epoch: 61, iters: 2700, time: 0.652) G_GAN: 5.034 G_GAN_Feat: 15.425 G_VGG: 7.466 GT_GAN: 0.000 GT_GAN_Feat: 45.798 F_Flow: 45.537 F_Warp: 4.775 W: 7.770 D_real: 0.001 D_fake: 0.005 DT_real: 0.022 DT_fake: 0.023 
(epoch: 61, iters: 3000, time: 0.650) G_GAN: 5.009 G_GAN_Feat: 15.339 G_VGG: 7.540 GT_GAN: 0.046 GT_GAN_Feat: 46.370 F_Flow: 40.687 F_Warp: 4.629 W: 7.648 D_real: 0.002 D_fake: 0.001 DT_real: 0.026 DT_fake: 0.017 
(epoch: 61, iters: 3300, time: 0.648) G_GAN: 5.087 G_GAN_Feat: 14.617 G_VGG: 7.044 GT_GAN_Feat: 42.390 F_Flow: 46.492 F_Warp: 3.849 W: 7.384 D_real: 0.037 D_fake: 0.027 DT_real: 0.088 DT_fake: 0.089 
saving the latest model (epoch 61, total_steps 603000)
(epoch: 61, iters: 3600, time: 0.649) G_GAN: 5.054 G_GAN_Feat: 14.399 G_VGG: 7.052 GT_GAN: 0.012 GT_GAN_Feat: 42.839 F_Flow: 45.956 F_Warp: 3.820 W: 7.796 D_real: 0.007 D_fake: 0.004 DT_real: 0.016 DT_fake: 0.154 
(epoch: 61, iters: 3900, time: 0.648) G_GAN: 6.360 G_GAN_Feat: 11.118 G_VGG: 6.781 GT_GAN: 0.009 GT_GAN_Feat: 40.497 F_Flow: 46.032 F_Warp: 3.345 W: 7.478 D_real: 3.627 D_fake: 0.060 DT_real: 0.020 DT_fake: 0.625 
(epoch: 61, iters: 4200, time: 0.649) G_GAN: 4.426 G_GAN_Feat: 14.027 G_VGG: 6.637 GT_GAN: 0.000 GT_GAN_Feat: 43.168 F_Flow: 48.667 F_Warp: 3.372 W: 6.381 D_real: 0.028 D_fake: 0.028 DT_real: 0.053 DT_fake: 0.035 
(epoch: 61, iters: 4500, time: 0.650) G_GAN: 4.466 G_GAN_Feat: 14.153 G_VGG: 6.933 GT_GAN: 0.003 GT_GAN_Feat: 43.997 F_Flow: 40.834 F_Warp: 3.804 W: 7.034 D_real: 0.012 D_fake: 0.009 DT_real: 0.031 DT_fake: 0.054 
(epoch: 61, iters: 4800, time: 0.651) G_GAN: 5.033 G_GAN_Feat: 14.333 G_VGG: 6.892 GT_GAN: 0.009 GT_GAN_Feat: 43.625 F_Flow: 48.718 F_Warp: 3.832 W: 6.883 D_real: 0.003 D_fake: 0.003 DT_real: 0.087 DT_fake: 0.050 
(epoch: 61, iters: 5100, time: 0.645) G_GAN: 4.758 G_GAN_Feat: 14.746 G_VGG: 7.106 GT_GAN: 1.533 GT_GAN_Feat: 43.805 F_Flow: 46.143 F_Warp: 4.087 W: 7.263 D_real: 0.002 D_fake: 0.031 DT_real: 0.412 DT_fake: 1.051 
(epoch: 61, iters: 5400, time: 0.646) G_GAN: 4.612 G_GAN_Feat: 14.804 G_VGG: 7.470 GT_GAN: 0.004 GT_GAN_Feat: 43.045 F_Flow: 43.290 F_Warp: 4.184 W: 7.803 D_real: 0.002 D_fake: 0.003 DT_real: 0.038 DT_fake: 0.002 
(epoch: 61, iters: 5700, time: 0.651) G_GAN: 4.581 G_GAN_Feat: 14.171 G_VGG: 7.441 GT_GAN: 0.002 GT_GAN_Feat: 41.893 F_Flow: 49.762 F_Warp: 3.712 W: 7.522 D_real: 0.019 D_fake: 0.001 DT_real: 0.054 DT_fake: 0.015 
(epoch: 61, iters: 6000, time: 0.645) G_GAN: 4.107 G_GAN_Feat: 13.292 G_VGG: 6.981 GT_GAN: 0.006 GT_GAN_Feat: 41.034 F_Flow: 49.326 F_Warp: 3.611 W: 7.388 D_real: 0.007 D_fake: 0.017 DT_real: 0.111 DT_fake: 0.082 
(epoch: 61, iters: 6300, time: 0.645) G_GAN: 4.884 G_GAN_Feat: 13.573 G_VGG: 6.802 GT_GAN: 0.016 GT_GAN_Feat: 41.966 F_Flow: 52.839 F_Warp: 3.479 W: 7.694 D_real: 0.056 D_fake: 0.004 DT_real: 0.150 DT_fake: 0.001 
saving the latest model (epoch 61, total_steps 606000)
(epoch: 61, iters: 6600, time: 0.649) G_GAN: 4.441 G_GAN_Feat: 13.962 G_VGG: 6.844 GT_GAN: 0.113 GT_GAN_Feat: 41.841 F_Flow: 45.967 F_Warp: 3.603 W: 7.872 D_real: 0.004 D_fake: 0.008 DT_real: 0.056 DT_fake: 0.047 
(epoch: 61, iters: 6900, time: 0.647) G_GAN: 4.120 G_GAN_Feat: 13.572 G_VGG: 6.732 GT_GAN: 0.070 GT_GAN_Feat: 41.784 F_Flow: 46.837 F_Warp: 2.945 W: 7.170 D_real: 0.011 D_fake: 0.033 DT_real: 0.258 DT_fake: 0.022 
(epoch: 61, iters: 7200, time: 0.645) G_GAN: 5.820 G_GAN_Feat: 16.566 G_VGG: 7.601 GT_GAN: 0.004 GT_GAN_Feat: 51.011 F_Flow: 45.144 F_Warp: 4.798 W: 7.858 D_real: 0.003 D_fake: 0.008 DT_real: 0.015 DT_fake: 0.939 
(epoch: 61, iters: 7500, time: 0.647) G_GAN: 4.930 G_GAN_Feat: 15.985 G_VGG: 7.436 GT_GAN: 2.182 GT_GAN_Feat: 46.342 F_Flow: 46.069 F_Warp: 4.670 W: 8.662 D_real: 0.020 D_fake: 0.045 DT_real: 0.216 DT_fake: 0.240 
(epoch: 61, iters: 7800, time: 0.648) G_GAN: 5.574 G_GAN_Feat: 17.576 G_VGG: 8.145 GT_GAN: 0.015 GT_GAN_Feat: 54.789 F_Flow: 55.583 F_Warp: 6.214 W: 7.791 D_real: 0.003 D_fake: 0.000 DT_real: 0.083 DT_fake: 0.087 
(epoch: 61, iters: 8100, time: 0.655) G_GAN: 5.192 G_GAN_Feat: 17.511 G_VGG: 8.158 GT_GAN: 0.015 GT_GAN_Feat: 54.059 F_Flow: 47.905 F_Warp: 6.298 W: 7.762 D_real: 0.001 D_fake: 0.000 DT_real: 0.014 DT_fake: 0.002 
(epoch: 61, iters: 8400, time: 0.650) G_GAN: 5.208 G_GAN_Feat: 18.962 G_VGG: 8.598 GT_GAN: 0.008 GT_GAN_Feat: 59.535 F_Flow: 53.982 F_Warp: 7.341 W: 7.929 D_real: 0.001 D_fake: 0.000 DT_real: 0.007 DT_fake: 0.000 
(epoch: 61, iters: 8700, time: 0.644) G_GAN: 4.607 G_GAN_Feat: 19.739 G_VGG: 8.771 GT_GAN: 0.059 GT_GAN_Feat: 64.311 F_Flow: 48.285 F_Warp: 8.499 W: 7.742 D_real: 0.000 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.000 
(epoch: 61, iters: 9000, time: 0.643) G_GAN: 4.598 G_GAN_Feat: 18.772 G_VGG: 8.729 GT_GAN: 0.085 GT_GAN_Feat: 57.270 F_Flow: 53.049 F_Warp: 8.313 W: 7.715 D_real: 0.003 D_fake: 0.006 DT_real: 0.091 DT_fake: 0.164 
(epoch: 61, iters: 9300, time: 0.642) G_GAN: 5.340 G_GAN_Feat: 18.319 G_VGG: 8.438 GT_GAN: 0.000 GT_GAN_Feat: 57.150 F_Flow: 40.864 F_Warp: 7.348 W: 6.511 D_real: 0.000 D_fake: 0.000 DT_real: 0.019 DT_fake: 0.019 
saving the latest model (epoch 61, total_steps 609000)
(epoch: 61, iters: 9600, time: 0.647) G_GAN: 4.491 G_GAN_Feat: 18.270 G_VGG: 8.601 GT_GAN: 0.170 GT_GAN_Feat: 57.337 F_Flow: 49.894 F_Warp: 7.018 W: 6.558 D_real: 0.001 D_fake: 0.000 DT_real: 0.017 DT_fake: 0.033 
(epoch: 61, iters: 9900, time: 0.644) G_GAN: 5.603 G_GAN_Feat: 17.109 G_VGG: 8.156 GT_GAN: 0.066 GT_GAN_Feat: 53.129 F_Flow: 52.167 F_Warp: 5.818 W: 7.280 D_real: 0.005 D_fake: 0.001 DT_real: 0.007 DT_fake: 0.027 
End of epoch 61 / 100 	 Time Taken: 6878 sec
(epoch: 62, iters: 240, time: 0.883) G_GAN: 5.324 G_GAN_Feat: 16.254 G_VGG: 7.585 GT_GAN: 0.007 GT_GAN_Feat: 47.302 F_Flow: 43.984 F_Warp: 4.850 W: 7.283 D_real: 0.001 D_fake: 0.006 DT_real: 0.036 DT_fake: 0.042 
(epoch: 62, iters: 540, time: 0.657) G_GAN: 5.074 G_GAN_Feat: 16.269 G_VGG: 7.816 GT_GAN: 0.001 GT_GAN_Feat: 47.774 F_Flow: 52.671 F_Warp: 4.895 W: 7.783 D_real: 0.002 D_fake: 0.000 DT_real: 0.039 DT_fake: 0.005 
(epoch: 62, iters: 840, time: 0.655) G_GAN: 5.479 G_GAN_Feat: 16.930 G_VGG: 7.881 GT_GAN: 0.008 GT_GAN_Feat: 51.170 F_Flow: 50.929 F_Warp: 5.309 W: 7.066 D_real: 0.002 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.001 
(epoch: 62, iters: 1140, time: 0.657) G_GAN: 4.558 G_GAN_Feat: 14.812 G_VGG: 7.311 GT_GAN: 0.001 GT_GAN_Feat: 43.084 F_Flow: 45.618 F_Warp: 4.145 W: 7.596 D_real: 0.005 D_fake: 0.003 DT_real: 0.085 DT_fake: 0.040 
(epoch: 62, iters: 1440, time: 0.647) G_GAN: 4.444 G_GAN_Feat: 15.227 G_VGG: 7.838 GT_GAN: 0.032 GT_GAN_Feat: 44.366 F_Flow: 58.119 F_Warp: 4.704 W: 8.452 D_real: 0.022 D_fake: 0.029 DT_real: 0.050 DT_fake: 0.042 
(epoch: 62, iters: 1740, time: 0.649) G_GAN: 4.605 G_GAN_Feat: 14.861 G_VGG: 7.157 GT_GAN: 0.069 GT_GAN_Feat: 42.447 F_Flow: 51.702 F_Warp: 4.078 W: 8.339 D_real: 0.002 D_fake: 0.002 DT_real: 0.032 DT_fake: 0.013 
(epoch: 62, iters: 2040, time: 0.647) G_GAN: 4.618 G_GAN_Feat: 14.484 G_VGG: 7.456 GT_GAN: 0.000 GT_GAN_Feat: 42.897 F_Flow: 56.493 F_Warp: 3.942 W: 8.112 D_real: 0.003 D_fake: 0.005 DT_real: 0.010 DT_fake: 0.091 
(epoch: 62, iters: 2340, time: 0.647) G_GAN: 4.548 G_GAN_Feat: 13.903 G_VGG: 6.855 GT_GAN: 0.004 GT_GAN_Feat: 40.658 F_Flow: 48.715 F_Warp: 3.366 W: 7.619 D_real: 0.004 D_fake: 0.000 DT_real: 0.106 DT_fake: 0.127 
saving the latest model (epoch 62, total_steps 612000)
(epoch: 62, iters: 2640, time: 0.645) G_GAN: 5.306 G_GAN_Feat: 15.269 G_VGG: 7.440 GT_GAN: 0.017 GT_GAN_Feat: 44.422 F_Flow: 51.627 F_Warp: 4.077 W: 8.211 D_real: 0.000 D_fake: 0.000 DT_real: 0.016 DT_fake: 0.001 
(epoch: 62, iters: 2940, time: 0.651) G_GAN: 4.471 G_GAN_Feat: 13.536 G_VGG: 7.043 GT_GAN: 0.007 GT_GAN_Feat: 40.483 F_Flow: 56.299 F_Warp: 3.662 W: 8.065 D_real: 0.141 D_fake: 0.145 DT_real: 0.056 DT_fake: 0.038 
(epoch: 62, iters: 3240, time: 0.647) G_GAN: 6.507 G_GAN_Feat: 12.646 G_VGG: 6.771 GT_GAN: 0.004 GT_GAN_Feat: 39.143 F_Flow: 51.926 F_Warp: 3.511 W: 7.226 D_real: 1.081 D_fake: 0.003 DT_real: 0.124 DT_fake: 0.065 
(epoch: 62, iters: 3540, time: 0.649) G_GAN: 4.122 G_GAN_Feat: 13.089 G_VGG: 6.708 GT_GAN: 0.013 GT_GAN_Feat: 39.187 F_Flow: 49.948 F_Warp: 3.408 W: 7.107 D_real: 0.003 D_fake: 0.006 DT_real: 0.106 DT_fake: 0.070 
(epoch: 62, iters: 3840, time: 0.650) G_GAN: 4.139 G_GAN_Feat: 13.171 G_VGG: 6.630 GT_GAN: 1.141 GT_GAN_Feat: 39.151 F_Flow: 50.846 F_Warp: 3.352 W: 7.443 D_real: 0.002 D_fake: 0.101 DT_real: 0.444 DT_fake: 0.055 
(epoch: 62, iters: 4140, time: 0.647) G_GAN: 4.720 G_GAN_Feat: 14.716 G_VGG: 7.264 GT_GAN: 0.031 GT_GAN_Feat: 44.473 F_Flow: 53.021 F_Warp: 4.072 W: 8.177 D_real: 0.015 D_fake: 0.008 DT_real: 0.097 DT_fake: 0.058 
(epoch: 62, iters: 4440, time: 0.648) G_GAN: 4.882 G_GAN_Feat: 14.338 G_VGG: 7.029 GT_GAN: 0.022 GT_GAN_Feat: 44.380 F_Flow: 49.757 F_Warp: 4.022 W: 7.777 D_real: 0.002 D_fake: 0.009 DT_real: 0.074 DT_fake: 0.142 
(epoch: 62, iters: 4740, time: 0.650) G_GAN: 4.461 G_GAN_Feat: 14.879 G_VGG: 7.108 GT_GAN: 0.017 GT_GAN_Feat: 46.216 F_Flow: 44.583 F_Warp: 4.212 W: 7.754 D_real: 0.007 D_fake: 0.006 DT_real: 0.059 DT_fake: 0.039 
(epoch: 62, iters: 5040, time: 0.648) G_GAN: 4.554 G_GAN_Feat: 14.838 G_VGG: 7.603 GT_GAN: 0.048 GT_GAN_Feat: 44.590 F_Flow: 49.421 F_Warp: 4.391 W: 8.146 D_real: 0.001 D_fake: 0.003 DT_real: 0.021 DT_fake: 0.024 
(epoch: 62, iters: 5340, time: 0.648) G_GAN: 4.299 G_GAN_Feat: 14.642 G_VGG: 7.664 GT_GAN: 0.000 GT_GAN_Feat: 44.404 F_Flow: 51.063 F_Warp: 4.472 W: 8.047 D_real: 0.155 D_fake: 0.014 DT_real: 0.089 DT_fake: 0.074 
saving the latest model (epoch 62, total_steps 615000)
(epoch: 62, iters: 5640, time: 0.650) G_GAN: 4.856 G_GAN_Feat: 13.383 G_VGG: 7.013 GT_GAN: 0.000 GT_GAN_Feat: 40.716 F_Flow: 47.648 F_Warp: 3.392 W: 7.344 D_real: 0.013 D_fake: 0.002 DT_real: 0.145 DT_fake: 0.083 
(epoch: 62, iters: 5940, time: 0.648) G_GAN: 5.362 G_GAN_Feat: 14.068 G_VGG: 7.275 GT_GAN: 0.128 GT_GAN_Feat: 42.728 F_Flow: 46.880 F_Warp: 3.537 W: 7.286 D_real: 0.006 D_fake: 0.001 DT_real: 0.261 DT_fake: 0.110 
(epoch: 62, iters: 6240, time: 0.646) G_GAN: 4.823 G_GAN_Feat: 13.416 G_VGG: 7.017 GT_GAN: 0.000 GT_GAN_Feat: 41.517 F_Flow: 39.912 F_Warp: 3.473 W: 7.136 D_real: 0.010 D_fake: 0.003 DT_real: 0.053 DT_fake: 0.107 
(epoch: 62, iters: 6540, time: 0.645) G_GAN: 5.460 G_GAN_Feat: 14.394 G_VGG: 7.520 GT_GAN: 0.011 GT_GAN_Feat: 44.693 F_Flow: 50.340 F_Warp: 3.979 W: 7.793 D_real: 0.006 D_fake: 0.004 DT_real: 0.079 DT_fake: 0.115 
(epoch: 62, iters: 6840, time: 0.646) G_GAN: 6.891 G_GAN_Feat: 13.336 G_VGG: 6.831 GT_GAN: 0.002 GT_GAN_Feat: 42.027 F_Flow: 48.907 F_Warp: 3.400 W: 7.114 D_real: 0.338 D_fake: 0.001 DT_real: 0.120 DT_fake: 0.094 
(epoch: 62, iters: 7140, time: 0.647) G_GAN: 5.122 G_GAN_Feat: 14.307 G_VGG: 7.178 GT_GAN: 0.009 GT_GAN_Feat: 43.664 F_Flow: 42.266 F_Warp: 3.846 W: 7.477 D_real: 0.006 D_fake: 0.006 DT_real: 0.056 DT_fake: 0.315 
(epoch: 62, iters: 7440, time: 0.645) G_GAN: 4.686 G_GAN_Feat: 14.289 G_VGG: 7.516 GT_GAN: 0.028 GT_GAN_Feat: 42.605 F_Flow: 54.368 F_Warp: 3.717 W: 7.633 D_real: 0.000 D_fake: 0.001 DT_real: 0.064 DT_fake: 0.105 
(epoch: 62, iters: 7740, time: 0.648) G_GAN: 4.689 G_GAN_Feat: 14.312 G_VGG: 7.468 GT_GAN: 0.004 GT_GAN_Feat: 43.978 F_Flow: 49.081 F_Warp: 3.887 W: 7.359 D_real: 0.005 D_fake: 0.003 DT_real: 0.079 DT_fake: 0.091 
(epoch: 62, iters: 8040, time: 0.649) G_GAN: 5.254 G_GAN_Feat: 14.745 G_VGG: 7.718 GT_GAN: 0.001 GT_GAN_Feat: 46.338 F_Flow: 50.379 F_Warp: 4.162 W: 7.232 D_real: 0.008 D_fake: 0.003 DT_real: 0.151 DT_fake: 0.091 
(epoch: 62, iters: 8340, time: 0.643) G_GAN: 5.202 G_GAN_Feat: 16.570 G_VGG: 7.654 GT_GAN: 0.001 GT_GAN_Feat: 55.314 F_Flow: 44.737 F_Warp: 6.184 W: 7.687 D_real: 0.000 D_fake: 0.000 DT_real: 0.060 DT_fake: 0.040 
saving the latest model (epoch 62, total_steps 618000)
(epoch: 62, iters: 8640, time: 0.650) G_GAN: 5.014 G_GAN_Feat: 14.731 G_VGG: 7.191 GT_GAN: 0.000 GT_GAN_Feat: 46.597 F_Flow: 45.349 F_Warp: 4.199 W: 7.001 D_real: 0.001 D_fake: 0.008 DT_real: 0.100 DT_fake: 0.001 
(epoch: 62, iters: 8940, time: 0.658) G_GAN: 5.172 G_GAN_Feat: 14.939 G_VGG: 7.077 GT_GAN: 0.019 GT_GAN_Feat: 46.134 F_Flow: 42.910 F_Warp: 4.073 W: 7.111 D_real: 0.001 D_fake: 0.002 DT_real: 0.023 DT_fake: 0.004 
(epoch: 62, iters: 9240, time: 0.655) G_GAN: 4.893 G_GAN_Feat: 14.194 G_VGG: 7.027 GT_GAN: 0.026 GT_GAN_Feat: 41.663 F_Flow: 43.486 F_Warp: 3.637 W: 7.410 D_real: 0.001 D_fake: 0.000 DT_real: 0.076 DT_fake: 0.009 
(epoch: 62, iters: 9540, time: 0.658) G_GAN: 5.923 G_GAN_Feat: 13.553 G_VGG: 6.691 GT_GAN: 0.007 GT_GAN_Feat: 41.410 F_Flow: 47.238 F_Warp: 3.396 W: 6.647 D_real: 0.384 D_fake: 0.009 DT_real: 0.040 DT_fake: 0.042 
(epoch: 62, iters: 9840, time: 0.656) G_GAN: 6.611 G_GAN_Feat: 13.915 G_VGG: 6.983 GT_GAN: 0.022 GT_GAN_Feat: 42.460 F_Flow: 45.885 F_Warp: 3.623 W: 7.158 D_real: 0.201 D_fake: 0.015 DT_real: 0.037 DT_fake: 0.067 
End of epoch 62 / 100 	 Time Taken: 6867 sec
(epoch: 63, iters: 180, time: 0.869) G_GAN: 5.657 G_GAN_Feat: 13.819 G_VGG: 6.866 GT_GAN: 0.014 GT_GAN_Feat: 41.015 F_Flow: 47.572 F_Warp: 3.390 W: 6.980 D_real: 0.003 D_fake: 0.004 DT_real: 0.032 DT_fake: 0.049 
(epoch: 63, iters: 480, time: 0.681) G_GAN: 5.134 G_GAN_Feat: 13.541 G_VGG: 7.017 GT_GAN: 0.002 GT_GAN_Feat: 41.867 F_Flow: 47.282 F_Warp: 3.702 W: 7.381 D_real: 0.004 D_fake: 0.013 DT_real: 0.058 DT_fake: 0.036 
(epoch: 63, iters: 780, time: 0.666) G_GAN: 4.822 G_GAN_Feat: 14.714 G_VGG: 7.260 GT_GAN: 0.003 GT_GAN_Feat: 45.559 F_Flow: 43.988 F_Warp: 4.260 W: 7.592 D_real: 0.001 D_fake: 0.005 DT_real: 0.071 DT_fake: 0.090 
(epoch: 63, iters: 1080, time: 0.666) G_GAN: 4.845 G_GAN_Feat: 13.737 G_VGG: 7.081 GT_GAN: 0.004 GT_GAN_Feat: 41.627 F_Flow: 47.046 F_Warp: 3.711 W: 7.394 D_real: 0.001 D_fake: 0.002 DT_real: 0.031 DT_fake: 0.091 
(epoch: 63, iters: 1380, time: 0.664) G_GAN: 4.391 G_GAN_Feat: 13.349 G_VGG: 6.993 GT_GAN: 0.002 GT_GAN_Feat: 40.781 F_Flow: 48.961 F_Warp: 3.545 W: 7.115 D_real: 0.000 D_fake: 0.021 DT_real: 0.116 DT_fake: 0.070 
saving the latest model (epoch 63, total_steps 621000)
(epoch: 63, iters: 1680, time: 0.654) G_GAN: 5.002 G_GAN_Feat: 14.688 G_VGG: 7.271 GT_GAN: 0.001 GT_GAN_Feat: 46.613 F_Flow: 51.527 F_Warp: 4.233 W: 7.364 D_real: 0.002 D_fake: 0.001 DT_real: 0.032 DT_fake: 0.038 
(epoch: 63, iters: 1980, time: 0.651) G_GAN: 4.949 G_GAN_Feat: 15.332 G_VGG: 7.628 GT_GAN: 0.005 GT_GAN_Feat: 46.402 F_Flow: 49.690 F_Warp: 4.586 W: 8.410 D_real: 0.001 D_fake: 0.002 DT_real: 0.028 DT_fake: 0.003 
(epoch: 63, iters: 2280, time: 0.651) G_GAN: 5.315 G_GAN_Feat: 14.272 G_VGG: 7.518 GT_GAN: 0.000 GT_GAN_Feat: 43.149 F_Flow: 48.030 F_Warp: 3.929 W: 7.616 D_real: 0.001 D_fake: 0.001 DT_real: 0.025 DT_fake: 0.000 
(epoch: 63, iters: 2580, time: 0.654) G_GAN: 2.841 G_GAN_Feat: 14.515 G_VGG: 7.049 GT_GAN: 0.000 GT_GAN_Feat: 42.875 F_Flow: 49.773 F_Warp: 3.873 W: 7.394 D_real: 0.001 D_fake: 1.011 DT_real: 0.027 DT_fake: 0.043 
(epoch: 63, iters: 2880, time: 0.651) G_GAN: 6.230 G_GAN_Feat: 15.892 G_VGG: 8.076 GT_GAN: 0.013 GT_GAN_Feat: 48.349 F_Flow: 46.449 F_Warp: 4.867 W: 8.775 D_real: 0.000 D_fake: 0.000 DT_real: 0.019 
(epoch: 63, iters: 3180, time: 0.655) G_GAN: 4.980 G_GAN_Feat: 13.691 G_VGG: 7.070 GT_GAN: 0.083 GT_GAN_Feat: 39.841 F_Flow: 51.502 F_Warp: 3.529 W: 7.916 D_real: 0.004 D_fake: 0.019 DT_real: 0.214 DT_fake: 0.758 
(epoch: 63, iters: 3480, time: 0.648) G_GAN: 5.685 G_GAN_Feat: 14.845 G_VGG: 7.549 GT_GAN_Feat: 44.940 F_Flow: 57.227 F_Warp: 4.042 W: 7.731 D_real: 0.002 D_fake: 0.003 DT_real: 0.012 DT_fake: 0.001 
(epoch: 63, iters: 3780, time: 0.652) G_GAN: 5.143 G_GAN_Feat: 15.802 G_VGG: 7.438 GT_GAN: 0.001 GT_GAN_Feat: 48.657 F_Flow: 42.986 F_Warp: 4.610 W: 7.610 D_real: 0.001 D_fake: 0.001 DT_real: 0.009 DT_fake: 0.000 
(epoch: 63, iters: 4080, time: 0.653) G_GAN: 5.472 G_GAN_Feat: 16.324 G_VGG: 7.613 GT_GAN: 0.002 GT_GAN_Feat: 51.138 F_Flow: 54.900 F_Warp: 5.224 W: 7.685 D_real: 0.004 D_fake: 0.001 DT_real: 0.027 DT_fake: 0.058 
(epoch: 63, iters: 4380, time: 0.652) G_GAN: 5.308 G_GAN_Feat: 15.879 G_VGG: 7.562 GT_GAN: 0.041 GT_GAN_Feat: 50.098 F_Flow: 40.698 F_Warp: 4.612 W: 7.433 D_real: 0.002 D_fake: 0.000 DT_real: 0.005 
saving the latest model (epoch 63, total_steps 624000)
(epoch: 63, iters: 4680, time: 0.651) G_GAN: 5.377 G_GAN_Feat: 15.628 G_VGG: 7.823 GT_GAN: 0.023 GT_GAN_Feat: 47.224 F_Flow: 45.363 F_Warp: 4.637 W: 7.499 D_real: 0.000 D_fake: 0.000 DT_real: 0.001 DT_fake: 0.012 
(epoch: 63, iters: 4980, time: 0.657) G_GAN: 5.385 G_GAN_Feat: 15.239 G_VGG: 7.394 GT_GAN: 0.010 GT_GAN_Feat: 44.963 F_Flow: 47.170 F_Warp: 4.445 W: 7.916 D_real: 0.001 D_fake: 0.000 DT_real: 0.004 DT_fake: 0.000 
(epoch: 63, iters: 5280, time: 0.653) G_GAN: 4.795 G_GAN_Feat: 14.785 G_VGG: 7.377 GT_GAN: 0.023 GT_GAN_Feat: 45.342 F_Flow: 44.863 F_Warp: 4.133 W: 8.178 D_real: 0.001 D_fake: 0.001 DT_real: 0.055 DT_fake: 0.020 
(epoch: 63, iters: 5580, time: 0.647) G_GAN: 4.564 G_GAN_Feat: 13.276 G_VGG: 7.269 GT_GAN: 0.010 GT_GAN_Feat: 42.207 F_Flow: 50.761 F_Warp: 3.729 W: 7.645 D_real: 0.005 D_fake: 0.005 DT_real: 0.052 DT_fake: 0.023 
(epoch: 63, iters: 5880, time: 0.652) G_GAN: 7.965 G_GAN_Feat: 12.920 G_VGG: 7.060 GT_GAN: 0.006 GT_GAN_Feat: 40.959 F_Flow: 50.930 F_Warp: 3.535 W: 7.335 D_real: 2.843 D_fake: 0.016 DT_real: 0.037 DT_fake: 0.066 
(epoch: 63, iters: 6180, time: 0.652) G_GAN: 5.010 G_GAN_Feat: 14.837 G_VGG: 7.177 GT_GAN: 0.005 GT_GAN_Feat: 43.795 F_Flow: 43.529 F_Warp: 3.649 W: 7.682 D_real: 0.002 D_fake: 0.003 DT_real: 0.000 DT_fake: 0.039 
(epoch: 63, iters: 6480, time: 0.651) G_GAN: 1.712 G_GAN_Feat: 12.780 G_VGG: 6.560 GT_GAN: 0.074 GT_GAN_Feat: 38.524 F_Flow: 49.630 F_Warp: 2.955 W: 6.610 D_real: 0.000 D_fake: 1.094 DT_real: 0.082 DT_fake: 0.161 
(epoch: 63, iters: 6780, time: 0.643) G_GAN: 5.746 G_GAN_Feat: 13.185 G_VGG: 6.567 GT_GAN: 0.007 GT_GAN_Feat: 40.601 F_Flow: 45.328 F_Warp: 3.440 W: 6.870 D_real: 0.373 D_fake: 0.003 DT_real: 0.020 DT_fake: 0.304 
(epoch: 63, iters: 7080, time: 0.646) G_GAN: 4.707 G_GAN_Feat: 14.016 G_VGG: 6.776 GT_GAN: 0.009 GT_GAN_Feat: 41.956 F_Flow: 47.256 F_Warp: 3.503 W: 7.159 D_real: 0.001 D_fake: 0.001 DT_real: 0.029 
(epoch: 63, iters: 7380, time: 0.648) G_GAN: 4.259 G_GAN_Feat: 12.792 G_VGG: 6.648 GT_GAN: 0.003 GT_GAN_Feat: 40.125 F_Flow: 46.511 F_Warp: 3.244 W: 7.020 D_real: 0.014 D_fake: 0.002 DT_real: 0.149 DT_fake: 0.024 
saving the latest model (epoch 63, total_steps 627000)
(epoch: 63, iters: 7680, time: 0.648) G_GAN: 4.620 G_GAN_Feat: 13.607 G_VGG: 6.660 GT_GAN: 0.008 GT_GAN_Feat: 41.645 F_Flow: 48.349 F_Warp: 3.211 W: 6.958 D_real: 0.003 D_fake: 0.001 DT_real: 0.010 DT_fake: 0.022 
(epoch: 63, iters: 7980, time: 0.651) G_GAN: 5.825 G_GAN_Feat: 12.467 G_VGG: 6.395 GT_GAN: 0.000 GT_GAN_Feat: 39.037 F_Flow: 54.677 F_Warp: 3.099 W: 6.527 D_real: 0.643 D_fake: 0.000 DT_real: 0.275 DT_fake: 0.061 
(epoch: 63, iters: 8280, time: 0.648) G_GAN: 4.151 G_GAN_Feat: 13.100 G_VGG: 6.768 GT_GAN: 0.004 GT_GAN_Feat: 40.372 F_Flow: 50.564 F_Warp: 3.424 W: 7.093 D_real: 0.003 D_fake: 0.003 DT_real: 0.039 DT_fake: 0.036 
(epoch: 63, iters: 8580, time: 0.647) G_GAN: 4.588 G_GAN_Feat: 13.555 G_VGG: 7.000 GT_GAN: 0.008 GT_GAN_Feat: 41.545 F_Flow: 55.884 F_Warp: 3.698 W: 7.181 D_real: 0.002 D_fake: 0.003 DT_real: 0.040 DT_fake: 0.000 
(epoch: 63, iters: 8880, time: 0.649) G_GAN: 3.713 G_GAN_Feat: 12.655 G_VGG: 6.583 GT_GAN: 0.017 GT_GAN_Feat: 39.469 F_Flow: 48.297 F_Warp: 2.972 W: 6.576 D_real: 0.002 D_fake: 0.101 DT_real: 0.089 DT_fake: 0.205 
(epoch: 63, iters: 9180, time: 0.647) G_GAN: 4.549 G_GAN_Feat: 13.213 G_VGG: 6.622 GT_GAN: 0.131 GT_GAN_Feat: 40.652 F_Flow: 45.496 F_Warp: 3.472 W: 7.202 D_real: 0.033 D_fake: 0.000 DT_real: 0.120 DT_fake: 0.006 
(epoch: 63, iters: 9480, time: 0.651) G_GAN: 2.722 G_GAN_Feat: 12.562 G_VGG: 6.453 GT_GAN: 0.002 GT_GAN_Feat: 38.832 F_Flow: 51.646 F_Warp: 2.909 W: 6.602 D_real: 0.002 D_fake: 0.446 DT_real: 0.156 DT_fake: 0.153 
(epoch: 63, iters: 9780, time: 0.647) G_GAN: 3.837 G_GAN_Feat: 12.501 G_VGG: 6.598 GT_GAN: 0.002 GT_GAN_Feat: 40.241 F_Flow: 48.701 F_Warp: 3.298 W: 6.904 D_real: 0.007 D_fake: 0.020 DT_real: 0.098 DT_fake: 0.251 
End of epoch 63 / 100 	 Time Taken: 6899 sec
(epoch: 64, iters: 120, time: 0.842) G_GAN: 4.074 G_GAN_Feat: 12.859 G_VGG: 6.708 GT_GAN: 0.005 GT_GAN_Feat: 40.041 F_Flow: 49.218 F_Warp: 3.347 W: 6.805 D_real: 0.007 D_fake: 0.007 DT_real: 0.051 DT_fake: 0.241 
(epoch: 64, iters: 420, time: 0.691) G_GAN: 5.144 G_GAN_Feat: 15.326 G_VGG: 7.503 GT_GAN: 2.321 GT_GAN_Feat: 48.101 F_Flow: 46.589 F_Warp: 3.730 W: 7.961 D_real: 0.005 D_fake: 0.010 DT_real: 0.665 DT_fake: 1.158 
saving the latest model (epoch 64, total_steps 630000)
(epoch: 64, iters: 720, time: 0.654) G_GAN: 4.303 G_GAN_Feat: 12.688 G_VGG: 6.531 GT_GAN: 0.001 GT_GAN_Feat: 40.120 F_Flow: 44.318 F_Warp: 3.136 W: 6.598 D_real: 0.015 D_fake: 0.015 DT_real: 0.066 DT_fake: 0.015 
(epoch: 64, iters: 1020, time: 0.655) G_GAN: 3.887 G_GAN_Feat: 12.834 G_VGG: 6.828 GT_GAN: 0.002 GT_GAN_Feat: 40.172 F_Flow: 46.071 F_Warp: 3.247 W: 7.054 D_real: 0.002 D_fake: 0.010 DT_real: 0.045 DT_fake: 0.026 
(epoch: 64, iters: 1320, time: 0.645) G_GAN: 3.938 G_GAN_Feat: 13.212 G_VGG: 6.810 GT_GAN: 0.012 GT_GAN_Feat: 40.654 F_Flow: 45.394 F_Warp: 3.294 W: 6.870 D_real: 0.003 D_fake: 0.018 DT_real: 0.104 DT_fake: 0.214 
(epoch: 64, iters: 1620, time: 0.650) G_GAN: 4.616 G_GAN_Feat: 12.710 G_VGG: 6.610 GT_GAN: 0.002 GT_GAN_Feat: 39.497 F_Flow: 46.687 F_Warp: 3.230 W: 6.751 D_real: 0.097 D_fake: 0.001 DT_real: 0.129 DT_fake: 0.199 
(epoch: 64, iters: 1920, time: 0.651) G_GAN: 4.247 G_GAN_Feat: 12.181 G_VGG: 6.325 GT_GAN: 0.004 GT_GAN_Feat: 38.426 F_Flow: 47.904 F_Warp: 2.892 W: 6.336 D_real: 0.024 D_fake: 0.005 DT_real: 0.080 DT_fake: 0.173 
(epoch: 64, iters: 2220, time: 0.650) G_GAN: 3.970 G_GAN_Feat: 12.742 G_VGG: 6.602 GT_GAN: 0.013 GT_GAN_Feat: 40.454 F_Flow: 49.188 F_Warp: 3.371 W: 6.920 D_real: 0.029 D_fake: 0.012 DT_real: 0.092 DT_fake: 0.110 
(epoch: 64, iters: 2520, time: 0.650) G_GAN: 4.019 G_GAN_Feat: 12.417 G_VGG: 6.829 GT_GAN: 0.005 GT_GAN_Feat: 39.730 F_Flow: 44.469 F_Warp: 3.351 W: 6.650 D_real: 0.037 D_fake: 0.015 DT_real: 0.100 DT_fake: 0.182 
(epoch: 64, iters: 2820, time: 0.650) G_GAN: 4.384 G_GAN_Feat: 13.001 G_VGG: 6.906 GT_GAN: 0.017 GT_GAN_Feat: 40.182 F_Flow: 50.650 F_Warp: 3.240 W: 6.554 D_real: 0.004 D_fake: 0.008 DT_real: 0.056 DT_fake: 0.016 
(epoch: 64, iters: 3120, time: 0.649) G_GAN: 4.127 G_GAN_Feat: 12.716 G_VGG: 6.573 GT_GAN: 0.001 GT_GAN_Feat: 40.477 F_Flow: 48.495 F_Warp: 3.213 W: 6.749 D_real: 0.008 D_fake: 0.007 DT_real: 0.084 DT_fake: 0.100 
(epoch: 64, iters: 3420, time: 0.653) G_GAN: 4.224 G_GAN_Feat: 13.057 G_VGG: 6.668 GT_GAN: 0.092 GT_GAN_Feat: 40.717 F_Flow: 47.617 F_Warp: 3.264 W: 6.767 D_real: 0.005 D_fake: 0.005 DT_real: 0.091 DT_fake: 0.162 
saving the latest model (epoch 64, total_steps 633000)
(epoch: 64, iters: 3720, time: 0.649) G_GAN: 4.441 G_GAN_Feat: 12.890 G_VGG: 6.577 GT_GAN: 0.003 GT_GAN_Feat: 39.699 F_Flow: 43.755 F_Warp: 3.203 W: 6.825 D_real: 0.012 D_fake: 0.004 DT_real: 0.078 DT_fake: 0.068 
(epoch: 64, iters: 4020, time: 0.654) G_GAN: 4.855 G_GAN_Feat: 14.241 G_VGG: 7.102 GT_GAN: 0.015 GT_GAN_Feat: 43.817 F_Flow: 45.628 F_Warp: 3.882 W: 7.456 D_real: 0.001 D_fake: 0.013 DT_real: 0.021 DT_fake: 0.050 
(epoch: 64, iters: 4320, time: 0.653) G_GAN: 4.390 G_GAN_Feat: 13.898 G_VGG: 7.182 GT_GAN: 0.058 GT_GAN_Feat: 42.120 F_Flow: 51.995 F_Warp: 3.791 W: 7.417 D_real: 0.004 D_fake: 0.008 DT_real: 0.029 DT_fake: 0.024 
(epoch: 64, iters: 4620, time: 0.652) G_GAN: 3.573 G_GAN_Feat: 13.011 G_VGG: 6.815 GT_GAN: 0.007 GT_GAN_Feat: 40.523 F_Flow: 50.763 F_Warp: 3.549 W: 7.228 D_real: 0.000 D_fake: 0.088 DT_real: 0.183 DT_fake: 0.056 
(epoch: 64, iters: 4920, time: 0.653) G_GAN: 4.237 G_GAN_Feat: 12.809 G_VGG: 6.326 GT_GAN: 0.022 GT_GAN_Feat: 39.248 F_Flow: 46.264 F_Warp: 2.900 W: 6.474 D_real: 0.008 D_fake: 0.008 DT_real: 0.067 DT_fake: 0.043 
(epoch: 64, iters: 5220, time: 0.655) G_GAN: 4.299 G_GAN_Feat: 14.098 G_VGG: 7.053 GT_GAN: 0.009 GT_GAN_Feat: 43.197 F_Flow: 51.189 F_Warp: 3.719 W: 7.919 D_real: 0.000 D_fake: 0.009 DT_real: 0.060 DT_fake: 0.085 
(epoch: 64, iters: 5520, time: 0.654) G_GAN: 4.253 G_GAN_Feat: 14.148 G_VGG: 7.100 GT_GAN: 0.024 GT_GAN_Feat: 43.134 F_Flow: 50.472 F_Warp: 3.691 W: 7.972 D_real: 0.001 D_fake: 0.003 DT_real: 0.024 DT_fake: 0.039 
(epoch: 64, iters: 5820, time: 0.647) G_GAN: 4.203 G_GAN_Feat: 12.526 G_VGG: 6.423 GT_GAN: 0.001 GT_GAN_Feat: 40.037 F_Flow: 54.639 F_Warp: 2.934 W: 6.847 D_real: 0.001 D_fake: 0.004 DT_real: 0.072 DT_fake: 0.115 
(epoch: 64, iters: 6120, time: 0.653) G_GAN: 6.401 G_GAN_Feat: 12.512 G_VGG: 6.624 GT_GAN: 0.000 GT_GAN_Feat: 40.105 F_Flow: 46.987 F_Warp: 3.166 W: 7.219 D_real: 1.199 D_fake: 0.001 DT_real: 0.019 DT_fake: 0.067 
(epoch: 64, iters: 6420, time: 0.650) G_GAN: 4.330 G_GAN_Feat: 12.997 G_VGG: 6.484 GT_GAN: 0.007 GT_GAN_Feat: 39.669 F_Flow: 43.244 F_Warp: 3.074 W: 6.727 D_real: 0.007 D_fake: 0.002 DT_real: 0.040 DT_fake: 0.000 
saving the latest model (epoch 64, total_steps 636000)
(epoch: 64, iters: 6720, time: 0.648) G_GAN: 5.556 G_GAN_Feat: 12.644 G_VGG: 6.631 GT_GAN: 0.003 GT_GAN_Feat: 39.496 F_Flow: 46.547 F_Warp: 3.071 W: 6.527 D_real: 0.114 D_fake: 0.001 DT_real: 0.008 DT_fake: 0.038 
(epoch: 64, iters: 7020, time: 0.650) G_GAN: 4.288 G_GAN_Feat: 13.355 G_VGG: 6.911 GT_GAN: 0.027 GT_GAN_Feat: 41.369 F_Flow: 56.417 F_Warp: 3.325 W: 7.105 D_real: 0.006 D_fake: 0.003 DT_real: 0.027 DT_fake: 0.027 
(epoch: 64, iters: 7320, time: 0.652) G_GAN: 4.443 G_GAN_Feat: 13.130 G_VGG: 6.848 GT_GAN: 0.002 GT_GAN_Feat: 41.511 F_Flow: 49.481 F_Warp: 3.282 W: 6.946 D_real: 0.003 D_fake: 0.004 DT_real: 0.004 DT_fake: 0.011 
(epoch: 64, iters: 7620, time: 0.652) G_GAN: 4.351 G_GAN_Feat: 13.174 G_VGG: 6.822 GT_GAN: 0.016 GT_GAN_Feat: 40.818 F_Flow: 49.633 F_Warp: 3.461 W: 6.824 D_real: 0.003 D_fake: 0.006 DT_real: 0.033 DT_fake: 0.088 
(epoch: 64, iters: 7920, time: 0.649) G_GAN: 4.865 G_GAN_Feat: 13.269 G_VGG: 7.022 GT_GAN: 0.027 GT_GAN_Feat: 41.279 F_Flow: 50.588 F_Warp: 3.464 W: 6.837 D_real: 0.002 D_fake: 0.006 DT_real: 0.012 DT_fake: 0.014 
(epoch: 64, iters: 8220, time: 0.645) G_GAN: 4.659 G_GAN_Feat: 12.857 G_VGG: 6.505 GT_GAN: 0.010 GT_GAN_Feat: 39.795 F_Flow: 38.916 F_Warp: 3.093 W: 6.643 D_real: 0.002 D_fake: 0.002 DT_real: 0.067 DT_fake: 0.037 
(epoch: 64, iters: 8520, time: 0.644) G_GAN: 5.300 G_GAN_Feat: 13.457 G_VGG: 6.981 GT_GAN: 0.021 GT_GAN_Feat: 41.982 F_Flow: 47.102 F_Warp: 3.720 W: 7.465 D_real: 0.001 DT_real: 0.013 DT_fake: 0.019 
(epoch: 64, iters: 8820, time: 0.651) G_GAN: 4.920 G_GAN_Feat: 13.381 G_VGG: 6.674 GT_GAN: 0.004 GT_GAN_Feat: 41.215 F_Flow: 54.819 F_Warp: 3.289 W: 6.915 D_real: 0.003 D_fake: 0.000 DT_real: 0.052 DT_fake: 0.108 
(epoch: 64, iters: 9120, time: 0.645) G_GAN: 4.580 G_GAN_Feat: 13.335 G_VGG: 6.828 GT_GAN: 0.001 GT_GAN_Feat: 40.599 F_Flow: 52.466 F_Warp: 3.236 W: 6.963 D_real: 0.001 D_fake: 0.010 DT_real: 0.069 DT_fake: 0.065 
(epoch: 64, iters: 9420, time: 0.645) G_GAN: 4.524 G_GAN_Feat: 12.722 G_VGG: 6.607 GT_GAN: 0.002 GT_GAN_Feat: 39.915 F_Flow: 47.550 F_Warp: 3.083 W: 6.678 D_real: 0.001 D_fake: 0.002 DT_real: 0.024 DT_fake: 0.028 
saving the latest model (epoch 64, total_steps 639000)
(epoch: 64, iters: 9720, time: 0.642) G_GAN: 4.801 G_GAN_Feat: 13.771 G_VGG: 6.871 GT_GAN: 0.029 GT_GAN_Feat: 42.005 F_Flow: 45.931 F_Warp: 3.238 W: 6.744 D_real: 0.001 D_fake: 0.000 DT_real: 0.021 DT_fake: 0.031 
End of epoch 64 / 100 	 Time Taken: 6893 sec
(epoch: 65, iters: 60, time: 0.808) G_GAN: 4.535 G_GAN_Feat: 13.205 G_VGG: 6.804 GT_GAN: 0.012 GT_GAN_Feat: 41.608 F_Flow: 45.485 F_Warp: 3.377 W: 6.900 D_real: 0.003 D_fake: 0.005 DT_real: 0.016 DT_fake: 0.031 
(epoch: 65, iters: 360, time: 0.706) G_GAN: 4.400 G_GAN_Feat: 13.488 G_VGG: 6.796 GT_GAN: 1.346 GT_GAN_Feat: 40.539 F_Flow: 40.475 F_Warp: 3.219 W: 7.012 D_real: 0.061 D_fake: 0.000 DT_real: 0.425 DT_fake: 0.184 
(epoch: 65, iters: 660, time: 0.658) G_GAN: 4.623 G_GAN_Feat: 15.066 G_VGG: 7.553 GT_GAN: 0.256 GT_GAN_Feat: 48.010 F_Flow: 47.759 F_Warp: 4.382 W: 7.288 D_real: 0.001 D_fake: 0.002 DT_real: 0.048 DT_fake: 0.096 
(epoch: 65, iters: 960, time: 0.656) G_GAN: 4.631 G_GAN_Feat: 15.530 G_VGG: 7.585 GT_GAN: 0.006 GT_GAN_Feat: 50.328 F_Flow: 54.634 F_Warp: 4.759 W: 7.349 D_real: 0.003 D_fake: 0.000 DT_real: 0.007 DT_fake: 0.014 
(epoch: 65, iters: 1260, time: 0.651) G_GAN: 4.340 G_GAN_Feat: 15.422 G_VGG: 7.898 GT_GAN: 0.120 GT_GAN_Feat: 49.325 F_Flow: 51.097 F_Warp: 4.853 W: 7.708 D_real: 0.001 D_fake: 0.001 DT_real: 0.011 DT_fake: 0.051 
(epoch: 65, iters: 1560, time: 0.650) G_GAN: 1.781 G_GAN_Feat: 12.333 G_VGG: 6.443 GT_GAN: 0.019 GT_GAN_Feat: 38.731 F_Flow: 49.603 F_Warp: 3.059 W: 6.918 D_real: 0.007 D_fake: 1.002 DT_real: 0.333 DT_fake: 0.243 
(epoch: 65, iters: 1860, time: 0.648) G_GAN: 4.054 G_GAN_Feat: 13.843 G_VGG: 6.913 GT_GAN: 0.005 GT_GAN_Feat: 42.774 F_Flow: 51.016 F_Warp: 3.541 W: 7.528 D_real: 0.004 D_fake: 0.010 DT_real: 0.003 DT_fake: 0.000 
(epoch: 65, iters: 2160, time: 0.646) G_GAN: 4.238 G_GAN_Feat: 13.141 G_VGG: 7.024 GT_GAN: 0.013 GT_GAN_Feat: 41.601 F_Flow: 43.048 F_Warp: 3.621 W: 7.484 D_real: 0.004 D_fake: 0.015 DT_real: 0.028 DT_fake: 0.005 
(epoch: 65, iters: 2460, time: 0.650) G_GAN: 4.448 G_GAN_Feat: 13.552 G_VGG: 6.932 GT_GAN: 0.047 GT_GAN_Feat: 42.150 F_Flow: 55.157 F_Warp: 3.633 W: 7.666 D_real: 0.001 D_fake: 0.005 DT_real: 0.017 DT_fake: 0.013 
saving the latest model (epoch 65, total_steps 642000)
(epoch: 65, iters: 2760, time: 0.648) G_GAN: 6.319 G_GAN_Feat: 11.748 G_VGG: 6.594 GT_GAN: 0.002 GT_GAN_Feat: 38.640 F_Flow: 47.908 F_Warp: 3.213 W: 6.924 D_real: 2.463 D_fake: 0.013 DT_real: 0.013 DT_fake: 0.047 
(epoch: 65, iters: 3060, time: 0.651) G_GAN: 4.214 G_GAN_Feat: 12.877 G_VGG: 6.461 GT_GAN: 0.006 GT_GAN_Feat: 39.852 F_Flow: 42.514 F_Warp: 3.306 W: 7.017 D_real: 0.001 D_fake: 0.001 DT_real: 0.017 DT_fake: 0.016 
(epoch: 65, iters: 3360, time: 0.649) G_GAN: 2.905 G_GAN_Feat: 12.891 G_VGG: 6.715 GT_GAN: 0.019 GT_GAN_Feat: 39.489 F_Flow: 43.078 F_Warp: 3.213 W: 7.095 D_real: 0.013 D_fake: 0.523 DT_real: 0.069 DT_fake: 0.038 
(epoch: 65, iters: 3660, time: 0.651) G_GAN: 4.427 G_GAN_Feat: 12.986 G_VGG: 6.613 GT_GAN: 0.005 GT_GAN_Feat: 40.200 F_Flow: 46.118 F_Warp: 3.249 W: 7.005 D_real: 0.013 D_fake: 0.009 DT_real: 0.042 DT_fake: 0.070 
(epoch: 65, iters: 3960, time: 0.645) G_GAN: 4.947 G_GAN_Feat: 13.229 G_VGG: 6.757 GT_GAN: 0.000 GT_GAN_Feat: 40.875 F_Flow: 52.858 F_Warp: 3.434 W: 7.072 D_real: 0.003 D_fake: 0.001 DT_real: 0.004 DT_fake: 0.049 
(epoch: 65, iters: 4260, time: 0.643) G_GAN: 4.738 G_GAN_Feat: 12.971 G_VGG: 6.609 GT_GAN: 0.008 GT_GAN_Feat: 41.364 F_Flow: 46.028 F_Warp: 3.176 W: 7.006 D_real: 0.002 D_fake: 0.002 DT_real: 0.000 DT_fake: 0.018 
(epoch: 65, iters: 4560, time: 0.645) G_GAN: 4.501 G_GAN_Feat: 12.503 G_VGG: 6.488 GT_GAN: 0.001 GT_GAN_Feat: 39.629 F_Flow: 48.852 F_Warp: 3.000 W: 6.540 D_real: 0.003 D_fake: 0.002 DT_real: 0.055 DT_fake: 0.045 
(epoch: 65, iters: 4860, time: 0.646) G_GAN: 4.327 G_GAN_Feat: 13.107 G_VGG: 6.991 GT_GAN: 0.005 GT_GAN_Feat: 40.964 F_Flow: 48.477 F_Warp: 3.354 W: 6.785 D_real: 0.000 D_fake: 0.016 DT_real: 0.008 DT_fake: 0.012 
(epoch: 65, iters: 5160, time: 0.643) G_GAN: 4.583 G_GAN_Feat: 12.950 G_VGG: 6.808 GT_GAN_Feat: 39.327 F_Flow: 47.804 F_Warp: 3.227 W: 7.013 D_real: 0.001 D_fake: 0.002 DT_real: 0.067 DT_fake: 0.075 
(epoch: 65, iters: 5460, time: 0.648) G_GAN: 4.284 G_GAN_Feat: 13.046 G_VGG: 6.678 GT_GAN: 0.039 GT_GAN_Feat: 38.864 F_Flow: 47.972 F_Warp: 3.132 W: 7.003 D_real: 0.002 D_fake: 0.003 DT_real: 0.016 DT_fake: 0.023 
saving the latest model (epoch 65, total_steps 645000)
(epoch: 65, iters: 5760, time: 0.646) G_GAN: 4.598 G_GAN_Feat: 12.936 G_VGG: 6.737 GT_GAN: 0.010 GT_GAN_Feat: 39.092 F_Flow: 43.060 F_Warp: 3.133 W: 6.616 D_real: 0.001 D_fake: 0.001 DT_real: 0.020 DT_fake: 0.001 
(epoch: 65, iters: 6060, time: 0.649) G_GAN: 4.894 G_GAN_Feat: 13.466 G_VGG: 6.909 GT_GAN: 0.027 GT_GAN_Feat: 39.917 F_Flow: 40.013 F_Warp: 3.206 W: 6.790 D_real: 0.000 D_fake: 0.001 DT_real: 0.034 DT_fake: 0.026 
(epoch: 65, iters: 6360, time: 0.650) G_GAN: 5.043 G_GAN_Feat: 13.655 G_VGG: 6.862 GT_GAN: 0.018 GT_GAN_Feat: 40.917 F_Flow: 50.878 F_Warp: 3.435 W: 7.233 D_real: 0.002 D_fake: 0.002 DT_real: 0.032 DT_fake: 0.004 
(epoch: 65, iters: 6660, time: 0.649) G_GAN: 4.755 G_GAN_Feat: 12.773 G_VGG: 6.601 GT_GAN: 0.025 GT_GAN_Feat: 39.032 F_Flow: 44.270 F_Warp: 3.068 W: 6.724 D_real: 0.004 D_fake: 0.000 DT_real: 0.040 DT_fake: 0.036 
(epoch: 65, iters: 6960, time: 0.651) G_GAN: 5.034 G_GAN_Feat: 13.634 G_VGG: 7.426 GT_GAN: 0.041 GT_GAN_Feat: 41.881 F_Flow: 49.548 F_Warp: 3.585 W: 7.434 D_real: 0.006 D_fake: 0.000 DT_real: 0.020 DT_fake: 0.011 
(epoch: 65, iters: 7260, time: 0.648) G_GAN: 5.218 G_GAN_Feat: 13.067 G_VGG: 6.606 GT_GAN: 0.025 GT_GAN_Feat: 39.225 F_Flow: 46.084 F_Warp: 3.223 W: 6.799 D_real: 0.001 D_fake: 0.001 DT_real: 0.013 DT_fake: 0.030 
(epoch: 65, iters: 7560, time: 0.649) G_GAN: 5.352 G_GAN_Feat: 14.160 G_VGG: 7.493 GT_GAN: 0.005 GT_GAN_Feat: 43.917 F_Flow: 52.862 F_Warp: 3.947 W: 7.955 D_real: 0.004 D_fake: 0.003 DT_real: 0.010 DT_fake: 0.027 
(epoch: 65, iters: 7860, time: 0.651) G_GAN: 4.899 G_GAN_Feat: 12.615 G_VGG: 6.544 GT_GAN: 0.001 GT_GAN_Feat: 39.655 F_Flow: 43.339 F_Warp: 3.112 W: 6.646 D_real: 0.002 D_fake: 0.002 DT_real: 0.038 DT_fake: 0.000 
(epoch: 65, iters: 8160, time: 0.652) G_GAN: 5.009 G_GAN_Feat: 13.300 G_VGG: 6.824 GT_GAN: 0.024 GT_GAN_Feat: 41.401 F_Flow: 47.584 F_Warp: 3.378 W: 7.111 D_real: 0.002 D_fake: 0.004 DT_real: 0.033 DT_fake: 0.028 
(epoch: 65, iters: 8460, time: 0.646) G_GAN: 5.062 G_GAN_Feat: 12.884 G_VGG: 6.887 GT_GAN: 0.003 GT_GAN_Feat: 39.542 F_Flow: 43.731 F_Warp: 3.073 W: 6.389 D_real: 0.001 D_fake: 0.004 DT_real: 0.017 DT_fake: 0.147 
saving the latest model (epoch 65, total_steps 648000)
(epoch: 65, iters: 8760, time: 0.643) G_GAN: 5.428 G_GAN_Feat: 13.470 G_VGG: 6.940 GT_GAN: 0.006 GT_GAN_Feat: 41.208 F_Flow: 51.115 F_Warp: 3.594 W: 7.091 D_real: 0.001 D_fake: 0.002 DT_real: 0.022 DT_fake: 0.054 
(epoch: 65, iters: 9060, time: 0.642) G_GAN: 5.129 G_GAN_Feat: 13.792 G_VGG: 7.143 GT_GAN: 0.010 GT_GAN_Feat: 41.347 F_Flow: 46.094 F_Warp: 3.550 W: 7.308 D_real: 0.000 D_fake: 0.001 DT_real: 0.000 DT_fake: 0.005 
(epoch: 65, iters: 9360, time: 0.646) G_GAN: 5.158 G_GAN_Feat: 13.577 G_VGG: 7.346 GT_GAN: 0.012 GT_GAN_Feat: 41.394 F_Flow: 49.390 F_Warp: 3.549 W: 7.298 D_real: 0.000 D_fake: 0.000 DT_real: 0.010 DT_fake: 0.011 
(epoch: 65, iters: 9660, time: 0.642) G_GAN: 5.713 G_GAN_Feat: 13.879 G_VGG: 6.987 GT_GAN: 0.021 GT_GAN_Feat: 40.814 F_Flow: 42.136 F_Warp: 3.519 W: 7.109 D_real: 0.000 D_fake: 0.000 DT_real: 0.009 DT_fake: 0.001 
(epoch: 65, iters: 9960, time: 0.647) G_GAN: 5.031 G_GAN_Feat: 13.694 G_VGG: 7.110 GT_GAN: 0.064 GT_GAN_Feat: 41.423 F_Flow: 56.835 F_Warp: 3.608 W: 7.581 D_real: 0.000 D_fake: 0.006 DT_real: 0.023 DT_fake: 0.047 
End of epoch 65 / 100 	 Time Taken: 6891 sec
saving the model at the end of epoch 65, iters 649500
(epoch: 66, iters: 300, time: 0.732) G_GAN: 5.575 G_GAN_Feat: 13.761 G_VGG: 7.118 GT_GAN: 0.052 GT_GAN_Feat: 41.073 F_Flow: 46.577 F_Warp: 3.678 W: 7.261 D_real: 0.000 D_fake: 0.000 DT_real: 0.002 DT_fake: 0.044 
(epoch: 66, iters: 600, time: 0.659) G_GAN: 5.079 G_GAN_Feat: 13.810 G_VGG: 6.845 GT_GAN: 0.054 GT_GAN_Feat: 41.572 F_Flow: 44.599 F_Warp: 3.348 W: 6.787 D_real: 0.001 D_fake: 0.000 DT_real: 0.012 DT_fake: 0.000 
(epoch: 66, iters: 900, time: 0.661) G_GAN: 4.641 G_GAN_Feat: 13.493 G_VGG: 6.832 GT_GAN: 0.033 GT_GAN_Feat: 40.359 F_Flow: 50.491 F_Warp: 3.309 W: 7.020 D_real: 0.000 D_fake: 0.009 DT_real: 0.090 DT_fake: 0.037 
(epoch: 66, iters: 1200, time: 0.648) G_GAN: 7.026 G_GAN_Feat: 13.026 G_VGG: 6.791 GT_GAN: 0.027 GT_GAN_Feat: 39.642 F_Flow: 43.078 F_Warp: 3.140 W: 6.677 D_real: 0.494 D_fake: 0.000 DT_real: 0.019 DT_fake: 0.049 
(epoch: 66, iters: 1500, time: 0.647) G_GAN: 4.839 G_GAN_Feat: 13.634 G_VGG: 7.116 GT_GAN: 0.005 GT_GAN_Feat: 41.697 F_Flow: 46.646 F_Warp: 3.488 W: 7.123 D_real: 0.015 D_fake: 0.005 DT_real: 0.000 DT_fake: 0.026 
saving the latest model (epoch 66, total_steps 651000)
(epoch: 66, iters: 1800, time: 0.652) G_GAN: 4.832 G_GAN_Feat: 12.452 G_VGG: 6.075 GT_GAN: 0.000 GT_GAN_Feat: 38.436 F_Flow: 42.597 F_Warp: 2.768 W: 6.251 D_real: 0.002 D_fake: 0.012 DT_real: 0.038 DT_fake: 0.065 
(epoch: 66, iters: 2100, time: 0.650) G_GAN: 4.595 G_GAN_Feat: 12.684 G_VGG: 6.266 GT_GAN: 0.000 GT_GAN_Feat: 39.639 F_Flow: 44.744 F_Warp: 3.017 W: 6.519 D_real: 0.002 D_fake: 0.002 DT_real: 0.037 DT_fake: 0.047 
(epoch: 66, iters: 2400, time: 0.653) G_GAN: 1.111 G_GAN_Feat: 12.881 G_VGG: 6.749 GT_GAN: 0.046 GT_GAN_Feat: 40.791 F_Flow: 43.015 F_Warp: 3.354 W: 7.267 D_real: 0.001 D_fake: 2.531 DT_real: 0.003 DT_fake: 0.009 
(epoch: 66, iters: 2700, time: 0.652) G_GAN: 4.821 G_GAN_Feat: 13.386 G_VGG: 6.882 GT_GAN: 0.001 GT_GAN_Feat: 40.442 F_Flow: 57.317 F_Warp: 3.450 W: 7.283 D_real: 0.012 D_fake: 0.001 DT_real: 0.021 DT_fake: 0.033 
(epoch: 66, iters: 3000, time: 0.655) G_GAN: 5.056 G_GAN_Feat: 13.053 G_VGG: 6.586 GT_GAN: 0.013 GT_GAN_Feat: 39.611 F_Flow: 51.429 F_Warp: 3.161 W: 6.731 D_real: 0.008 D_fake: 0.000 DT_real: 0.015 DT_fake: 0.066 
(epoch: 66, iters: 3300, time: 0.653) G_GAN: 5.129 G_GAN_Feat: 12.683 G_VGG: 6.570 GT_GAN: 0.000 GT_GAN_Feat: 39.113 F_Flow: 48.226 F_Warp: 2.934 W: 6.479 D_real: 0.001 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.022 
(epoch: 66, iters: 3600, time: 0.645) G_GAN: 5.229 G_GAN_Feat: 13.124 G_VGG: 6.981 GT_GAN: 0.002 GT_GAN_Feat: 39.886 F_Flow: 49.005 F_Warp: 3.320 W: 7.003 D_real: 0.003 D_fake: 0.000 DT_real: 0.063 DT_fake: 0.015 
(epoch: 66, iters: 3900, time: 0.653) G_GAN: 5.210 G_GAN_Feat: 14.759 G_VGG: 7.009 GT_GAN: 4.065 GT_GAN_Feat: 42.890 F_Flow: 45.296 F_Warp: 3.479 W: 7.838 D_real: 0.009 D_fake: 0.001 DT_real: 1.182 DT_fake: 0.187 
(epoch: 66, iters: 4200, time: 0.652) G_GAN: 1.758 G_GAN_Feat: 12.520 G_VGG: 6.611 GT_GAN: 0.013 GT_GAN_Feat: 40.166 F_Flow: 46.517 F_Warp: 3.067 W: 6.871 D_real: 0.002 D_fake: 1.037 DT_real: 0.049 DT_fake: 0.016 
(epoch: 66, iters: 4500, time: 0.651) G_GAN: 4.373 G_GAN_Feat: 13.302 G_VGG: 7.060 GT_GAN: 0.001 GT_GAN_Feat: 40.258 F_Flow: 48.885 F_Warp: 3.488 W: 7.024 D_real: 0.001 D_fake: 0.004 DT_real: 0.029 DT_fake: 0.030 
saving the latest model (epoch 66, total_steps 654000)
(epoch: 66, iters: 4800, time: 0.654) G_GAN: 4.932 G_GAN_Feat: 13.200 G_VGG: 6.790 GT_GAN: 0.000 GT_GAN_Feat: 41.074 F_Flow: 52.928 F_Warp: 3.293 W: 6.942 D_real: 0.006 D_fake: 0.005 DT_real: 0.019 DT_fake: 0.010 
(epoch: 66, iters: 5100, time: 0.653) G_GAN: 4.892 G_GAN_Feat: 13.366 G_VGG: 7.276 GT_GAN: 0.003 GT_GAN_Feat: 41.302 F_Flow: 55.992 F_Warp: 3.653 W: 7.300 D_real: 0.001 D_fake: 0.002 DT_real: 0.023 DT_fake: 0.033 
(epoch: 66, iters: 5400, time: 0.656) G_GAN: 5.242 G_GAN_Feat: 13.896 G_VGG: 7.317 GT_GAN: 0.027 GT_GAN_Feat: 41.156 F_Flow: 53.008 F_Warp: 3.670 W: 7.046 D_real: 0.002 D_fake: 0.000 DT_real: 0.003 DT_fake: 0.004 
(epoch: 66, iters: 5700, time: 0.650) G_GAN: 5.100 G_GAN_Feat: 13.592 G_VGG: 7.304 GT_GAN: 0.015 GT_GAN_Feat: 40.079 F_Flow: 50.923 F_Warp: 3.706 W: 7.516 D_real: 0.001 D_fake: 0.002 DT_real: 0.024 DT_fake: 0.069 
(epoch: 66, iters: 6000, time: 0.650) G_GAN: 5.106 G_GAN_Feat: 12.951 G_VGG: 7.000 GT_GAN: 0.028 GT_GAN_Feat: 39.579 F_Flow: 49.622 F_Warp: 3.053 W: 6.519 D_real: 0.000 D_fake: 0.005 DT_real: 0.004 DT_fake: 0.079 
(epoch: 66, iters: 6300, time: 0.650) G_GAN: 5.749 G_GAN_Feat: 12.480 G_VGG: 6.552 GT_GAN: 0.831 GT_GAN_Feat: 38.127 F_Flow: 49.883 F_Warp: 3.120 W: 6.788 D_real: 0.893 D_fake: 0.002 DT_real: 0.192 DT_fake: 0.101 
(epoch: 66, iters: 6600, time: 0.650) G_GAN: 5.242 G_GAN_Feat: 16.024 G_VGG: 8.002 GT_GAN: 0.094 GT_GAN_Feat: 52.034 F_Flow: 40.375 F_Warp: 5.135 W: 7.104 D_real: 0.000 D_fake: 0.002 DT_real: 0.096 DT_fake: 0.027 
(epoch: 66, iters: 6900, time: 0.650) G_GAN: 4.727 G_GAN_Feat: 14.019 G_VGG: 7.357 GT_GAN: 0.002 GT_GAN_Feat: 42.982 F_Flow: 44.741 F_Warp: 3.901 W: 7.625 D_real: 0.001 D_fake: 0.001 DT_real: 0.012 DT_fake: 0.017 
(epoch: 66, iters: 7200, time: 0.651) G_GAN: 4.836 G_GAN_Feat: 14.978 G_VGG: 7.602 GT_GAN: 0.026 GT_GAN_Feat: 45.949 F_Flow: 48.442 F_Warp: 4.284 W: 8.082 D_real: 0.000 D_fake: 0.001 DT_real: 0.011 DT_fake: 0.023 
(epoch: 66, iters: 7500, time: 0.654) G_GAN: 4.589 G_GAN_Feat: 13.702 G_VGG: 7.203 GT_GAN: 0.008 GT_GAN_Feat: 42.685 F_Flow: 46.225 F_Warp: 3.566 W: 7.262 D_real: 0.001 D_fake: 0.001 DT_real: 0.003 DT_fake: 0.009 
saving the latest model (epoch 66, total_steps 657000)
(epoch: 66, iters: 7800, time: 0.649) G_GAN: 4.905 G_GAN_Feat: 13.420 G_VGG: 7.086 GT_GAN: 0.022 GT_GAN_Feat: 41.807 F_Flow: 47.398 F_Warp: 3.436 W: 7.155 D_real: 0.001 D_fake: 0.000 DT_real: 0.008 DT_fake: 0.041 
(epoch: 66, iters: 8100, time: 0.651) G_GAN: 4.861 G_GAN_Feat: 13.866 G_VGG: 7.251 GT_GAN: 0.028 GT_GAN_Feat: 42.050 F_Flow: 50.674 F_Warp: 3.593 W: 6.977 D_real: 0.001 D_fake: 0.003 DT_real: 0.012 DT_fake: 0.013 
(epoch: 66, iters: 8400, time: 0.651) G_GAN: 5.377 G_GAN_Feat: 13.651 G_VGG: 7.237 GT_GAN: 0.004 GT_GAN_Feat: 42.845 F_Flow: 55.392 F_Warp: 3.618 W: 7.367 D_real: 0.000 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.020 
(epoch: 66, iters: 8700, time: 0.653) G_GAN: 5.390 G_GAN_Feat: 13.235 G_VGG: 6.796 GT_GAN: 0.003 GT_GAN_Feat: 40.058 F_Flow: 42.137 F_Warp: 3.211 W: 6.612 D_real: 0.001 D_fake: 0.000 DT_real: 0.011 DT_fake: 0.015 
(epoch: 66, iters: 9000, time: 0.656) G_GAN: 5.176 G_GAN_Feat: 13.701 G_VGG: 7.040 GT_GAN: 0.018 GT_GAN_Feat: 41.653 F_Flow: 47.636 F_Warp: 3.325 W: 7.146 D_real: 0.000 D_fake: 0.001 DT_real: 0.032 DT_fake: 0.000 
(epoch: 66, iters: 9300, time: 0.646) G_GAN: 5.398 G_GAN_Feat: 12.922 G_VGG: 7.182 GT_GAN: 0.059 GT_GAN_Feat: 40.398 F_Flow: 45.343 F_Warp: 3.398 W: 6.782 D_real: 0.000 D_fake: 0.008 DT_real: 0.037 DT_fake: 0.016 
(epoch: 66, iters: 9600, time: 0.655) G_GAN: 5.853 G_GAN_Feat: 13.579 G_VGG: 6.997 GT_GAN: 0.011 GT_GAN_Feat: 42.326 F_Flow: 49.349 F_Warp: 3.546 W: 7.306 D_real: 0.000 D_fake: 0.001 DT_real: 0.002 DT_fake: 0.036 
(epoch: 66, iters: 9900, time: 0.653) G_GAN: 5.081 G_GAN_Feat: 13.704 G_VGG: 7.275 GT_GAN: 0.007 GT_GAN_Feat: 42.533 F_Flow: 49.122 F_Warp: 3.755 W: 7.526 D_real: 0.003 D_fake: 0.000 DT_real: 0.045 DT_fake: 0.048 
End of epoch 66 / 100 	 Time Taken: 6927 sec
(epoch: 67, iters: 240, time: 0.865) G_GAN: 5.443 G_GAN_Feat: 13.348 G_VGG: 7.310 GT_GAN: 0.005 GT_GAN_Feat: 41.912 F_Flow: 47.862 F_Warp: 3.266 W: 6.984 D_real: 0.000 D_fake: 0.000 DT_real: 0.002 DT_fake: 0.029 
(epoch: 67, iters: 540, time: 0.660) G_GAN: 5.569 G_GAN_Feat: 13.257 G_VGG: 6.985 GT_GAN: 0.008 GT_GAN_Feat: 40.455 F_Flow: 41.346 F_Warp: 3.225 W: 6.938 D_real: 0.002 D_fake: 0.001 DT_real: 0.020 DT_fake: 0.018 
saving the latest model (epoch 67, total_steps 660000)
(epoch: 67, iters: 840, time: 0.660) G_GAN: 5.004 G_GAN_Feat: 13.588 G_VGG: 7.512 GT_GAN: 0.039 GT_GAN_Feat: 41.976 F_Flow: 49.354 F_Warp: 3.601 W: 7.473 D_real: 0.001 D_fake: 0.000 DT_real: 0.017 DT_fake: 0.018 
(epoch: 67, iters: 1140, time: 0.652) G_GAN: 5.017 G_GAN_Feat: 13.629 G_VGG: 7.338 GT_GAN: 0.001 GT_GAN_Feat: 42.751 F_Flow: 46.729 F_Warp: 3.532 W: 7.210 D_real: 0.000 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.040 
(epoch: 67, iters: 1440, time: 0.649) G_GAN: 5.661 G_GAN_Feat: 13.948 G_VGG: 7.569 GT_GAN: 0.002 GT_GAN_Feat: 42.640 F_Flow: 48.727 F_Warp: 3.768 W: 7.425 D_real: 0.000 D_fake: 0.000 DT_real: 0.001 DT_fake: 0.000 
(epoch: 67, iters: 1740, time: 0.654) G_GAN: 5.135 G_GAN_Feat: 14.048 G_VGG: 7.560 GT_GAN: 0.024 GT_GAN_Feat: 43.258 F_Flow: 43.933 F_Warp: 3.833 W: 7.686 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.014 
(epoch: 67, iters: 2040, time: 0.653) G_GAN: 5.876 G_GAN_Feat: 13.809 G_VGG: 7.134 GT_GAN: 0.002 GT_GAN_Feat: 42.756 F_Flow: 48.683 F_Warp: 3.616 W: 7.569 D_real: 0.003 D_fake: 0.003 DT_real: 0.000 DT_fake: 0.058 
(epoch: 67, iters: 2340, time: 0.647) G_GAN: 5.918 G_GAN_Feat: 14.086 G_VGG: 7.223 GT_GAN: 0.007 GT_GAN_Feat: 43.392 F_Flow: 38.635 F_Warp: 3.462 W: 7.513 D_real: 0.001 D_fake: 0.000 DT_fake: 0.001 
(epoch: 67, iters: 2640, time: 0.642) G_GAN: 5.534 G_GAN_Feat: 13.991 G_VGG: 7.281 GT_GAN: 0.029 GT_GAN_Feat: 42.709 F_Flow: 46.197 F_Warp: 3.512 W: 7.615 D_real: 0.002 D_fake: 0.001 DT_real: 0.004 DT_fake: 0.000 
(epoch: 67, iters: 2940, time: 0.651) G_GAN: 4.935 G_GAN_Feat: 13.632 G_VGG: 7.004 GT_GAN: 0.008 GT_GAN_Feat: 41.770 F_Flow: 44.088 F_Warp: 3.483 W: 7.244 D_real: 0.000 D_fake: 0.005 DT_real: 0.033 DT_fake: 0.008 
(epoch: 67, iters: 3240, time: 0.652) G_GAN: 5.022 G_GAN_Feat: 13.152 G_VGG: 6.646 GT_GAN: 0.000 GT_GAN_Feat: 41.219 F_Flow: 48.557 F_Warp: 3.080 W: 6.734 D_real: 0.001 D_fake: 0.004 DT_real: 0.001 DT_fake: 0.019 
(epoch: 67, iters: 3540, time: 0.651) G_GAN: 0.869 G_GAN_Feat: 11.833 G_VGG: 6.127 GT_GAN: 0.120 GT_GAN_Feat: 40.018 F_Flow: 47.333 F_Warp: 3.024 W: 6.701 D_real: 0.013 D_fake: 1.771 DT_real: 0.324 DT_fake: 0.094 
saving the latest model (epoch 67, total_steps 663000)
(epoch: 67, iters: 3840, time: 0.655) G_GAN: 4.240 G_GAN_Feat: 12.941 G_VGG: 6.669 GT_GAN: 0.004 GT_GAN_Feat: 39.940 F_Flow: 48.183 F_Warp: 3.176 W: 6.969 D_real: 0.008 D_fake: 0.004 DT_real: 0.066 DT_fake: 0.127 
(epoch: 67, iters: 4140, time: 0.644) G_GAN: 4.976 G_GAN_Feat: 13.410 G_VGG: 6.824 GT_GAN: 0.016 GT_GAN_Feat: 41.684 F_Flow: 46.722 F_Warp: 3.200 W: 6.486 D_real: 0.002 D_fake: 0.008 DT_real: 0.040 DT_fake: 0.010 
(epoch: 67, iters: 4440, time: 0.644) G_GAN: 4.683 G_GAN_Feat: 13.195 G_VGG: 6.853 GT_GAN: 0.003 GT_GAN_Feat: 40.029 F_Flow: 44.962 F_Warp: 3.120 W: 6.782 D_real: 0.007 D_fake: 0.008 DT_real: 0.017 DT_fake: 0.002 
(epoch: 67, iters: 4740, time: 0.649) G_GAN: 6.407 G_GAN_Feat: 12.760 G_VGG: 6.843 GT_GAN: 0.005 GT_GAN_Feat: 41.370 F_Flow: 55.997 F_Warp: 3.609 W: 7.264 D_real: 1.576 D_fake: 0.074 DT_real: 0.073 DT_fake: 0.060 
(epoch: 67, iters: 5040, time: 0.645) G_GAN: 4.304 G_GAN_Feat: 13.044 G_VGG: 6.787 GT_GAN: 0.019 GT_GAN_Feat: 40.130 F_Flow: 51.917 F_Warp: 3.244 W: 7.146 D_real: 0.022 D_fake: 0.002 DT_real: 0.041 DT_fake: 0.022 
(epoch: 67, iters: 5340, time: 0.648) G_GAN: 5.057 G_GAN_Feat: 13.707 G_VGG: 6.930 GT_GAN: 0.008 GT_GAN_Feat: 42.092 F_Flow: 52.954 F_Warp: 3.431 W: 7.076 D_real: 0.001 D_fake: 0.000 DT_real: 0.010 DT_fake: 0.003 
(epoch: 67, iters: 5640, time: 0.646) G_GAN: 4.770 G_GAN_Feat: 13.623 G_VGG: 6.834 GT_GAN: 0.006 GT_GAN_Feat: 40.906 F_Flow: 46.295 F_Warp: 3.596 W: 7.410 D_real: 0.001 D_fake: 0.004 DT_real: 0.025 DT_fake: 0.044 
(epoch: 67, iters: 5940, time: 0.649) G_GAN: 5.368 G_GAN_Feat: 13.881 G_VGG: 7.193 GT_GAN: 0.020 GT_GAN_Feat: 41.239 F_Flow: 55.104 F_Warp: 3.719 W: 7.202 D_real: 0.000 D_fake: 0.000 DT_real: 0.008 DT_fake: 0.061 
(epoch: 67, iters: 6240, time: 0.647) G_GAN: 5.143 G_GAN_Feat: 14.179 G_VGG: 7.081 GT_GAN: 0.014 GT_GAN_Feat: 42.746 F_Flow: 52.247 F_Warp: 3.899 W: 7.426 D_real: 0.000 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.001 
(epoch: 67, iters: 6540, time: 0.645) G_GAN: 5.115 G_GAN_Feat: 13.782 G_VGG: 6.986 GT_GAN: 0.007 GT_GAN_Feat: 41.037 F_Flow: 40.878 F_Warp: 3.658 W: 7.106 D_real: 0.000 D_fake: 0.000 DT_real: 0.010 DT_fake: 0.040 
saving the latest model (epoch 67, total_steps 666000)
(epoch: 67, iters: 6840, time: 0.648) G_GAN: 4.359 G_GAN_Feat: 12.986 G_VGG: 6.558 GT_GAN: 0.015 GT_GAN_Feat: 39.015 F_Flow: 47.292 F_Warp: 3.205 W: 6.876 D_real: 0.001 D_fake: 0.007 DT_real: 0.081 DT_fake: 0.058 
(epoch: 67, iters: 7140, time: 0.646) G_GAN: 4.297 G_GAN_Feat: 12.818 G_VGG: 6.539 GT_GAN: 0.001 GT_GAN_Feat: 38.813 F_Flow: 47.639 F_Warp: 3.187 W: 6.782 D_real: 0.003 D_fake: 0.009 DT_real: 0.050 DT_fake: 0.175 
(epoch: 67, iters: 7440, time: 0.647) G_GAN: 3.799 G_GAN_Feat: 12.951 G_VGG: 6.698 GT_GAN: 0.008 GT_GAN_Feat: 39.356 F_Flow: 47.797 F_Warp: 3.241 W: 6.869 D_real: 0.001 D_fake: 0.184 DT_real: 0.041 DT_fake: 0.041 
(epoch: 67, iters: 7740, time: 0.649) G_GAN: 4.419 G_GAN_Feat: 12.927 G_VGG: 6.818 GT_GAN: 0.001 GT_GAN_Feat: 39.888 F_Flow: 56.050 F_Warp: 3.348 W: 6.918 D_real: 0.003 D_fake: 0.027 DT_real: 0.030 DT_fake: 0.117 
(epoch: 67, iters: 8040, time: 0.650) G_GAN: 4.786 G_GAN_Feat: 12.613 G_VGG: 6.476 GT_GAN: 0.000 GT_GAN_Feat: 38.144 F_Flow: 42.051 F_Warp: 2.820 W: 6.248 D_real: 0.001 D_fake: 0.003 DT_real: 0.053 DT_fake: 0.056 
(epoch: 67, iters: 8340, time: 0.647) G_GAN: 4.971 G_GAN_Feat: 13.250 G_VGG: 6.816 GT_GAN: 0.003 GT_GAN_Feat: 41.173 F_Flow: 52.347 F_Warp: 3.531 W: 6.918 D_real: 0.000 D_fake: 0.009 DT_real: 0.049 DT_fake: 0.036 
(epoch: 67, iters: 8640, time: 0.646) G_GAN: 4.994 G_GAN_Feat: 13.380 G_VGG: 7.015 GT_GAN: 0.005 GT_GAN_Feat: 40.411 F_Flow: 49.214 F_Warp: 3.184 W: 6.681 D_real: 0.001 D_fake: 0.000 DT_real: 0.003 DT_fake: 0.048 
(epoch: 67, iters: 8940, time: 0.651) G_GAN: 5.052 G_GAN_Feat: 13.770 G_VGG: 7.384 GT_GAN: 0.040 GT_GAN_Feat: 41.096 F_Flow: 47.527 F_Warp: 3.694 W: 7.402 D_real: 0.002 D_fake: 0.005 DT_real: 0.001 DT_fake: 0.000 
(epoch: 67, iters: 9240, time: 0.647) G_GAN: 4.802 G_GAN_Feat: 12.955 G_VGG: 6.880 GT_GAN: 0.024 GT_GAN_Feat: 39.710 F_Flow: 46.763 F_Warp: 3.197 W: 6.649 D_real: 0.000 D_fake: 0.004 DT_real: 0.029 DT_fake: 0.085 
(epoch: 67, iters: 9540, time: 0.647) G_GAN: 5.060 G_GAN_Feat: 12.912 G_VGG: 6.885 GT_GAN: 0.002 GT_GAN_Feat: 39.420 F_Flow: 45.557 F_Warp: 3.155 W: 6.579 D_real: 0.001 D_fake: 0.000 DT_real: 0.019 DT_fake: 0.079 
saving the latest model (epoch 67, total_steps 669000)
(epoch: 67, iters: 9840, time: 0.642) G_GAN: 5.067 G_GAN_Feat: 12.792 G_VGG: 6.629 GT_GAN: 0.028 GT_GAN_Feat: 39.230 F_Flow: 45.806 F_Warp: 3.108 W: 6.489 D_real: 0.000 D_fake: 0.000 DT_real: 0.066 DT_fake: 0.003 
End of epoch 67 / 100 	 Time Taken: 6909 sec
(epoch: 68, iters: 180, time: 0.860) G_GAN: 4.898 G_GAN_Feat: 13.426 G_VGG: 6.966 GT_GAN: 0.002 GT_GAN_Feat: 41.242 F_Flow: 47.556 F_Warp: 3.341 W: 6.791 D_real: 0.001 D_fake: 0.002 DT_real: 0.009 DT_fake: 0.075 
(epoch: 68, iters: 480, time: 0.677) G_GAN: 4.986 G_GAN_Feat: 12.885 G_VGG: 6.970 GT_GAN: 0.013 GT_GAN_Feat: 39.981 F_Flow: 48.595 F_Warp: 3.149 W: 6.586 D_real: 0.001 D_fake: 0.034 DT_real: 0.046 DT_fake: 0.030 
(epoch: 68, iters: 780, time: 0.661) G_GAN: 5.064 G_GAN_Feat: 12.740 G_VGG: 6.452 GT_GAN: 0.005 GT_GAN_Feat: 39.513 F_Flow: 42.818 F_Warp: 3.016 W: 6.358 D_real: 0.018 D_fake: 0.002 DT_real: 0.035 DT_fake: 0.013 
(epoch: 68, iters: 1080, time: 0.657) G_GAN: 5.094 G_GAN_Feat: 13.117 G_VGG: 6.799 GT_GAN: 0.027 GT_GAN_Feat: 41.091 F_Flow: 51.192 F_Warp: 3.107 W: 6.711 D_real: 0.002 D_fake: 0.001 DT_real: 0.031 DT_fake: 0.036 
(epoch: 68, iters: 1380, time: 0.654) G_GAN: 4.967 G_GAN_Feat: 13.245 G_VGG: 6.843 GT_GAN: 0.044 GT_GAN_Feat: 40.418 F_Flow: 48.521 F_Warp: 3.375 W: 7.195 D_real: 0.002 D_fake: 0.000 DT_real: 0.034 DT_fake: 0.053 
(epoch: 68, iters: 1680, time: 0.651) G_GAN: 5.227 G_GAN_Feat: 13.481 G_VGG: 6.771 GT_GAN: 0.015 GT_GAN_Feat: 41.635 F_Flow: 51.042 F_Warp: 3.300 W: 6.740 D_real: 0.000 D_fake: 0.001 DT_real: 0.002 DT_fake: 0.000 
(epoch: 68, iters: 1980, time: 0.650) G_GAN: 5.612 G_GAN_Feat: 13.838 G_VGG: 7.260 GT_GAN: 0.004 GT_GAN_Feat: 42.747 F_Flow: 49.628 F_Warp: 3.582 W: 6.894 D_real: 0.004 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.001 
(epoch: 68, iters: 2280, time: 0.645) G_GAN: 5.297 G_GAN_Feat: 13.714 G_VGG: 7.030 GT_GAN: 0.010 GT_GAN_Feat: 41.491 F_Flow: 44.742 F_Warp: 3.413 W: 6.741 D_real: 0.001 D_fake: 0.005 DT_real: 0.008 DT_fake: 0.046 
(epoch: 68, iters: 2580, time: 0.650) G_GAN: 5.038 G_GAN_Feat: 13.203 G_VGG: 7.085 GT_GAN: 0.007 GT_GAN_Feat: 40.720 F_Flow: 48.949 F_Warp: 3.266 W: 6.787 D_real: 0.001 D_fake: 0.002 DT_real: 0.009 DT_fake: 0.011 
saving the latest model (epoch 68, total_steps 672000)
(epoch: 68, iters: 2880, time: 0.653) G_GAN: 5.449 G_GAN_Feat: 13.317 G_VGG: 7.075 GT_GAN: 0.065 GT_GAN_Feat: 40.187 F_Flow: 43.300 F_Warp: 3.330 W: 6.952 D_real: 0.000 D_fake: 0.000 DT_real: 0.009 DT_fake: 0.002 
(epoch: 68, iters: 3180, time: 0.654) G_GAN: 5.136 G_GAN_Feat: 13.153 G_VGG: 6.970 GT_GAN: 0.039 GT_GAN_Feat: 40.082 F_Flow: 47.699 F_Warp: 3.304 W: 6.648 D_real: 0.000 D_fake: 0.000 DT_real: 0.026 DT_fake: 0.005 
(epoch: 68, iters: 3480, time: 0.648) G_GAN: 5.043 G_GAN_Feat: 13.065 G_VGG: 7.083 GT_GAN: 0.012 GT_GAN_Feat: 40.695 F_Flow: 49.100 F_Warp: 3.379 W: 7.002 D_real: 0.044 D_fake: 0.000 DT_real: 0.001 DT_fake: 0.043 
(epoch: 68, iters: 3780, time: 0.646) G_GAN: 5.002 G_GAN_Feat: 12.596 G_VGG: 6.473 GT_GAN: 0.142 GT_GAN_Feat: 38.678 F_Flow: 45.736 F_Warp: 2.966 W: 6.337 D_real: 0.001 D_fake: 0.003 DT_real: 0.073 DT_fake: 0.079 
(epoch: 68, iters: 4080, time: 0.650) G_GAN: 5.696 G_GAN_Feat: 13.497 G_VGG: 7.310 GT_GAN: 0.011 GT_GAN_Feat: 41.188 F_Flow: 41.551 F_Warp: 3.521 W: 7.094 D_real: 0.000 D_fake: 0.001 DT_real: 0.004 DT_fake: 0.039 
(epoch: 68, iters: 4380, time: 0.652) G_GAN: 5.379 G_GAN_Feat: 13.040 G_VGG: 6.658 GT_GAN: 0.064 GT_GAN_Feat: 40.227 F_Flow: 45.310 F_Warp: 3.167 W: 6.809 D_real: 0.001 D_fake: 0.002 DT_real: 0.003 DT_fake: 0.010 
(epoch: 68, iters: 4680, time: 0.649) G_GAN: 4.862 G_GAN_Feat: 12.943 G_VGG: 7.147 GT_GAN: 0.062 GT_GAN_Feat: 41.358 F_Flow: 59.102 F_Warp: 3.695 W: 7.340 D_real: 0.022 D_fake: 0.029 DT_real: 0.000 DT_fake: 0.000 
(epoch: 68, iters: 4980, time: 0.648) G_GAN: 4.782 G_GAN_Feat: 13.081 G_VGG: 6.722 GT_GAN: 0.000 GT_GAN_Feat: 41.183 F_Flow: 45.153 F_Warp: 3.144 W: 6.556 D_real: 0.004 D_fake: 0.002 DT_real: 0.000 DT_fake: 0.021 
(epoch: 68, iters: 5280, time: 0.649) G_GAN: 4.333 G_GAN_Feat: 12.600 G_VGG: 6.690 GT_GAN: 0.069 GT_GAN_Feat: 39.892 F_Flow: 48.326 F_Warp: 3.060 W: 6.480 D_real: 0.001 D_fake: 0.003 DT_real: 0.014 DT_fake: 0.000 
(epoch: 68, iters: 5580, time: 0.650) G_GAN: 4.387 G_GAN_Feat: 13.806 G_VGG: 7.146 GT_GAN: 0.002 GT_GAN_Feat: 43.431 F_Flow: 47.301 F_Warp: 3.717 W: 7.326 D_real: 0.002 D_fake: 0.015 DT_real: 0.003 DT_fake: 0.054 
saving the latest model (epoch 68, total_steps 675000)
(epoch: 68, iters: 5880, time: 0.648) G_GAN: 4.782 G_GAN_Feat: 12.978 G_VGG: 6.631 GT_GAN: 0.021 GT_GAN_Feat: 40.951 F_Flow: 40.151 F_Warp: 3.169 W: 6.670 D_real: 0.006 D_fake: 0.004 DT_real: 0.001 DT_fake: 0.009 
(epoch: 68, iters: 6180, time: 0.649) G_GAN: 4.820 G_GAN_Feat: 13.169 G_VGG: 6.833 GT_GAN: 0.030 GT_GAN_Feat: 41.596 F_Flow: 44.270 F_Warp: 3.332 W: 6.926 D_real: 0.009 D_fake: 0.003 DT_real: 0.029 DT_fake: 0.000 
(epoch: 68, iters: 6480, time: 0.647) G_GAN: 5.124 G_GAN_Feat: 13.023 G_VGG: 6.831 GT_GAN: 0.015 GT_GAN_Feat: 40.343 F_Flow: 48.089 F_Warp: 3.233 W: 6.825 D_real: 0.000 D_fake: 0.000 DT_real: 0.013 DT_fake: 0.033 
(epoch: 68, iters: 6780, time: 0.648) G_GAN: 4.472 G_GAN_Feat: 14.095 G_VGG: 7.144 GT_GAN: 0.011 GT_GAN_Feat: 42.739 F_Flow: 48.132 F_Warp: 3.601 W: 7.514 D_real: 0.002 D_fake: 0.000 DT_real: 0.003 DT_fake: 0.000 
(epoch: 68, iters: 7080, time: 0.649) G_GAN: 1.125 G_GAN_Feat: 11.557 G_VGG: 6.066 GT_GAN: 0.017 GT_GAN_Feat: 36.817 F_Flow: 42.661 F_Warp: 2.680 W: 5.951 D_real: 0.008 D_fake: 1.365 DT_real: 0.081 DT_fake: 0.175 
(epoch: 68, iters: 7380, time: 0.646) G_GAN: 4.095 G_GAN_Feat: 12.722 G_VGG: 6.733 GT_GAN: 0.047 GT_GAN_Feat: 39.817 F_Flow: 47.726 F_Warp: 3.093 W: 6.780 D_real: 0.002 D_fake: 0.023 DT_real: 0.013 DT_fake: 0.024 
(epoch: 68, iters: 7680, time: 0.651) G_GAN: 4.574 G_GAN_Feat: 12.714 G_VGG: 6.569 GT_GAN: 0.021 GT_GAN_Feat: 38.739 F_Flow: 48.580 F_Warp: 3.092 W: 6.562 D_real: 0.003 D_fake: 0.004 DT_real: 0.014 DT_fake: 0.059 
(epoch: 68, iters: 7980, time: 0.649) G_GAN: 4.469 G_GAN_Feat: 12.704 G_VGG: 6.624 GT_GAN: 0.021 GT_GAN_Feat: 38.802 F_Flow: 44.503 F_Warp: 2.972 W: 6.553 D_real: 0.002 D_fake: 0.004 DT_real: 0.013 DT_fake: 0.012 
(epoch: 68, iters: 8280, time: 0.648) G_GAN: 4.482 G_GAN_Feat: 13.211 G_VGG: 7.301 GT_GAN: 0.013 GT_GAN_Feat: 40.935 F_Flow: 51.628 F_Warp: 3.871 W: 7.446 D_real: 0.020 D_fake: 0.007 DT_real: 0.019 DT_fake: 0.004 
(epoch: 68, iters: 8580, time: 0.653) G_GAN: 4.709 G_GAN_Feat: 13.013 G_VGG: 6.955 GT_GAN: 0.007 GT_GAN_Feat: 39.481 F_Flow: 41.643 F_Warp: 3.381 W: 6.948 D_real: 0.000 D_fake: 0.001 DT_real: 0.010 DT_fake: 0.030 
saving the latest model (epoch 68, total_steps 678000)
(epoch: 68, iters: 8880, time: 0.648) G_GAN: 4.527 G_GAN_Feat: 13.299 G_VGG: 7.130 GT_GAN: 0.012 GT_GAN_Feat: 40.903 F_Flow: 44.280 F_Warp: 3.278 W: 6.842 D_real: 0.002 D_fake: 0.002 DT_real: 0.006 DT_fake: 0.000 
(epoch: 68, iters: 9180, time: 0.650) G_GAN: 4.813 G_GAN_Feat: 13.104 G_VGG: 7.013 GT_GAN: 0.088 GT_GAN_Feat: 40.244 F_Flow: 55.401 F_Warp: 3.253 W: 6.816 D_real: 0.003 D_fake: 0.000 DT_real: 0.010 DT_fake: 0.005 
(epoch: 68, iters: 9480, time: 0.648) G_GAN: 4.837 G_GAN_Feat: 13.146 G_VGG: 6.980 GT_GAN: 0.050 GT_GAN_Feat: 39.091 F_Flow: 48.892 F_Warp: 3.308 W: 7.054 D_real: 0.005 D_fake: 0.001 DT_real: 0.011 DT_fake: 0.038 
(epoch: 68, iters: 9780, time: 0.656) G_GAN: 4.916 G_GAN_Feat: 13.164 G_VGG: 7.148 GT_GAN: 0.007 GT_GAN_Feat: 39.912 F_Flow: 50.826 F_Warp: 3.298 W: 6.653 D_real: 0.001 D_fake: 0.003 DT_real: 0.060 DT_fake: 0.010 
End of epoch 68 / 100 	 Time Taken: 6939 sec
(epoch: 69, iters: 120, time: 0.839) G_GAN: 4.804 G_GAN_Feat: 13.103 G_VGG: 6.970 GT_GAN: 0.019 GT_GAN_Feat: 40.612 F_Flow: 42.542 F_Warp: 3.290 W: 6.720 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.002 
(epoch: 69, iters: 420, time: 0.692) G_GAN: 4.436 G_GAN_Feat: 12.652 G_VGG: 6.572 GT_GAN: 0.000 GT_GAN_Feat: 39.445 F_Flow: 48.252 F_Warp: 2.960 W: 6.519 D_real: 0.005 D_fake: 0.006 DT_real: 0.019 DT_fake: 0.047 
(epoch: 69, iters: 720, time: 0.655) G_GAN: 1.658 G_GAN_Feat: 12.651 G_VGG: 6.858 GT_GAN: 0.085 GT_GAN_Feat: 39.058 F_Flow: 47.338 F_Warp: 3.259 W: 6.802 D_real: 0.002 D_fake: 1.838 DT_real: 0.052 DT_fake: 0.064 
(epoch: 69, iters: 1020, time: 0.649) G_GAN: 4.767 G_GAN_Feat: 12.588 G_VGG: 6.752 GT_GAN: 0.019 GT_GAN_Feat: 38.591 F_Flow: 47.144 F_Warp: 3.093 W: 6.610 D_real: 0.025 D_fake: 0.005 DT_real: 0.053 DT_fake: 0.140 
(epoch: 69, iters: 1320, time: 0.650) G_GAN: 4.745 G_GAN_Feat: 13.187 G_VGG: 7.221 GT_GAN: 0.010 GT_GAN_Feat: 40.745 F_Flow: 52.762 F_Warp: 3.544 W: 7.276 D_real: 0.001 D_fake: 0.002 DT_real: 0.050 DT_fake: 0.029 
(epoch: 69, iters: 1620, time: 0.653) G_GAN: 5.366 G_GAN_Feat: 13.174 G_VGG: 6.936 GT_GAN: 0.013 GT_GAN_Feat: 40.750 F_Flow: 50.633 F_Warp: 3.255 W: 6.645 D_real: 0.003 D_fake: 0.001 DT_real: 0.007 DT_fake: 0.080 
saving the latest model (epoch 69, total_steps 681000)
(epoch: 69, iters: 1920, time: 0.648) G_GAN: 4.722 G_GAN_Feat: 13.463 G_VGG: 7.315 GT_GAN: 0.077 GT_GAN_Feat: 40.218 F_Flow: 51.018 F_Warp: 3.588 W: 7.517 D_real: 0.000 D_fake: 0.015 DT_real: 0.034 DT_fake: 0.069 
(epoch: 69, iters: 2220, time: 0.646) G_GAN: 5.241 G_GAN_Feat: 13.166 G_VGG: 6.685 GT_GAN: 0.002 GT_GAN_Feat: 40.009 F_Flow: 52.148 F_Warp: 3.168 W: 6.642 D_real: 0.001 D_fake: 0.000 DT_real: 0.011 DT_fake: 0.001 
(epoch: 69, iters: 2520, time: 0.646) G_GAN: 4.840 G_GAN_Feat: 13.080 G_VGG: 6.935 GT_GAN: 0.019 GT_GAN_Feat: 38.952 F_Flow: 46.106 F_Warp: 3.133 W: 6.741 D_real: 0.000 D_fake: 0.001 DT_real: 0.013 DT_fake: 0.010 
(epoch: 69, iters: 2820, time: 0.650) G_GAN: 4.774 G_GAN_Feat: 13.458 G_VGG: 7.040 GT_GAN: 0.056 GT_GAN_Feat: 39.973 F_Flow: 46.452 F_Warp: 3.265 W: 6.715 D_real: 0.000 D_fake: 0.000 DT_real: 0.016 DT_fake: 0.005 
(epoch: 69, iters: 3120, time: 0.648) G_GAN: 4.604 G_GAN_Feat: 13.142 G_VGG: 7.113 GT_GAN: 0.076 GT_GAN_Feat: 39.991 F_Flow: 51.847 F_Warp: 3.299 W: 6.952 D_real: 0.002 D_fake: 0.007 DT_real: 0.029 DT_fake: 0.015 
(epoch: 69, iters: 3420, time: 0.647) G_GAN: 4.900 G_GAN_Feat: 12.918 G_VGG: 6.656 GT_GAN: 0.026 GT_GAN_Feat: 39.025 F_Flow: 41.949 F_Warp: 3.239 W: 6.804 D_real: 0.001 D_fake: 0.000 DT_real: 0.008 DT_fake: 0.012 
(epoch: 69, iters: 3720, time: 0.649) G_GAN: 4.883 G_GAN_Feat: 13.108 G_VGG: 6.873 GT_GAN: 0.028 GT_GAN_Feat: 39.589 F_Flow: 46.898 F_Warp: 3.171 W: 6.829 D_real: 0.001 D_fake: 0.000 DT_real: 0.068 DT_fake: 0.026 
(epoch: 69, iters: 4020, time: 0.651) G_GAN: 5.427 G_GAN_Feat: 13.613 G_VGG: 7.120 GT_GAN: 0.023 GT_GAN_Feat: 41.585 F_Flow: 49.323 F_Warp: 3.620 W: 7.197 D_real: 0.000 D_fake: 0.000 DT_real: 0.002 DT_fake: 0.000 
(epoch: 69, iters: 4320, time: 0.651) G_GAN: 4.876 G_GAN_Feat: 13.323 G_VGG: 7.311 GT_GAN: 0.004 GT_GAN_Feat: 40.607 F_Flow: 55.125 F_Warp: 3.551 W: 7.240 D_real: 0.016 D_fake: 0.002 DT_real: 0.002 DT_fake: 0.000 
(epoch: 69, iters: 4620, time: 0.646) G_GAN: 5.068 G_GAN_Feat: 13.113 G_VGG: 7.069 GT_GAN: 0.015 GT_GAN_Feat: 39.365 F_Flow: 47.474 F_Warp: 3.134 W: 6.652 D_real: 0.001 D_fake: 0.000 DT_real: 0.006 DT_fake: 0.015 
saving the latest model (epoch 69, total_steps 684000)
(epoch: 69, iters: 4920, time: 0.648) G_GAN: 1.105 G_GAN_Feat: 12.219 G_VGG: 6.701 GT_GAN: 0.088 GT_GAN_Feat: 38.556 F_Flow: 48.221 F_Warp: 3.127 W: 6.555 D_real: 0.000 D_fake: 2.176 DT_real: 0.011 DT_fake: 0.066 
(epoch: 69, iters: 5220, time: 0.651) G_GAN: 4.948 G_GAN_Feat: 12.291 G_VGG: 6.347 GT_GAN: 0.040 GT_GAN_Feat: 38.664 F_Flow: 44.559 F_Warp: 2.849 W: 6.119 D_real: 0.007 D_fake: 0.004 DT_real: 0.057 DT_fake: 0.135 
(epoch: 69, iters: 5520, time: 0.646) G_GAN: 5.161 G_GAN_Feat: 12.934 G_VGG: 6.775 GT_GAN: 0.037 GT_GAN_Feat: 39.821 F_Flow: 46.539 F_Warp: 3.315 W: 6.799 D_real: 0.002 D_fake: 0.001 DT_real: 0.046 DT_fake: 0.024 
(epoch: 69, iters: 5820, time: 0.651) G_GAN: 5.409 G_GAN_Feat: 13.382 G_VGG: 6.795 GT_GAN: 0.001 GT_GAN_Feat: 39.870 F_Flow: 41.857 F_Warp: 3.100 W: 6.716 D_real: 0.002 D_fake: 0.003 DT_real: 0.000 DT_fake: 0.003 
(epoch: 69, iters: 6120, time: 0.654) G_GAN: 5.480 G_GAN_Feat: 13.744 G_VGG: 6.938 GT_GAN: 0.014 GT_GAN_Feat: 42.342 F_Flow: 46.777 F_Warp: 3.572 W: 7.234 D_real: 0.000 D_fake: 0.000 DT_real: 0.011 DT_fake: 0.004 
(epoch: 69, iters: 6420, time: 0.647) G_GAN: 5.101 G_GAN_Feat: 13.354 G_VGG: 7.106 GT_GAN: 0.021 GT_GAN_Feat: 41.766 F_Flow: 45.056 F_Warp: 3.474 W: 7.175 D_real: 0.001 D_fake: 0.000 DT_real: 0.015 DT_fake: 0.003 
(epoch: 69, iters: 6720, time: 0.653) G_GAN: 5.305 G_GAN_Feat: 13.283 G_VGG: 6.965 GT_GAN: 0.011 GT_GAN_Feat: 40.698 F_Flow: 48.607 F_Warp: 3.337 W: 7.092 D_real: 0.000 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.004 
(epoch: 69, iters: 7020, time: 0.649) G_GAN: 5.752 G_GAN_Feat: 13.731 G_VGG: 7.343 GT_GAN: 0.051 GT_GAN_Feat: 42.294 F_Flow: 55.627 F_Warp: 3.579 W: 7.471 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.034 
(epoch: 69, iters: 7320, time: 0.656) G_GAN: 4.973 G_GAN_Feat: 13.267 G_VGG: 7.029 GT_GAN: 0.102 GT_GAN_Feat: 41.255 F_Flow: 50.433 F_Warp: 3.434 W: 7.096 D_real: 0.000 D_fake: 0.003 DT_real: 0.004 DT_fake: 0.004 
(epoch: 69, iters: 7620, time: 0.650) G_GAN: 5.626 G_GAN_Feat: 13.076 G_VGG: 6.872 GT_GAN: 0.010 GT_GAN_Feat: 41.176 F_Flow: 45.443 F_Warp: 3.149 W: 6.733 D_real: 0.000 D_fake: 0.000 DT_real: 0.002 DT_fake: 0.018 
saving the latest model (epoch 69, total_steps 687000)
(epoch: 69, iters: 7920, time: 0.652) G_GAN: 5.768 G_GAN_Feat: 13.033 G_VGG: 6.927 GT_GAN: 0.047 GT_GAN_Feat: 40.044 F_Flow: 45.994 F_Warp: 3.123 W: 6.784 D_real: 0.001 D_fake: 0.001 DT_real: 0.032 DT_fake: 0.042 
(epoch: 69, iters: 8220, time: 0.651) G_GAN: 5.235 G_GAN_Feat: 14.167 G_VGG: 7.256 GT_GAN: 0.012 GT_GAN_Feat: 45.240 F_Flow: 55.125 F_Warp: 3.877 W: 7.497 D_real: 0.004 D_fake: 0.003 DT_real: 0.009 DT_fake: 0.000 
(epoch: 69, iters: 8520, time: 0.649) G_GAN: 4.815 G_GAN_Feat: 13.835 G_VGG: 7.290 GT_GAN: 0.050 GT_GAN_Feat: 43.928 F_Flow: 47.345 F_Warp: 3.906 W: 7.617 D_real: 0.009 D_fake: 0.000 DT_real: 0.058 DT_fake: 0.000 
(epoch: 69, iters: 8820, time: 0.653) G_GAN: 5.257 G_GAN_Feat: 13.880 G_VGG: 7.229 GT_GAN: 0.012 GT_GAN_Feat: 44.180 F_Flow: 60.434 F_Warp: 3.814 W: 7.628 D_real: 0.001 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.011 
(epoch: 69, iters: 9120, time: 0.649) G_GAN: 4.527 G_GAN_Feat: 13.403 G_VGG: 7.083 GT_GAN: 0.001 GT_GAN_Feat: 42.991 F_Flow: 49.693 F_Warp: 3.658 W: 6.996 D_real: 0.001 D_fake: 0.005 DT_real: 0.010 DT_fake: 0.013 
(epoch: 69, iters: 9420, time: 0.651) G_GAN: 0.896 G_GAN_Feat: 12.807 G_VGG: 6.743 GT_GAN: 0.003 GT_GAN_Feat: 41.330 F_Flow: 50.279 F_Warp: 3.347 W: 7.154 D_fake: 1.893 DT_real: 0.036 DT_fake: 0.023 
(epoch: 69, iters: 9720, time: 0.648) G_GAN: 5.209 G_GAN_Feat: 13.438 G_VGG: 6.980 GT_GAN: 0.036 GT_GAN_Feat: 42.096 F_Flow: 50.459 F_Warp: 3.620 W: 7.211 D_real: 0.000 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.041 
End of epoch 69 / 100 	 Time Taken: 6946 sec
(epoch: 70, iters: 60, time: 0.819) G_GAN: 5.702 G_GAN_Feat: 13.508 G_VGG: 7.093 GT_GAN: 0.084 GT_GAN_Feat: 42.632 F_Flow: 48.818 F_Warp: 3.541 W: 7.265 D_real: 0.000 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.001 
(epoch: 70, iters: 360, time: 0.707) G_GAN: 5.527 G_GAN_Feat: 13.325 G_VGG: 6.843 GT_GAN: 0.013 GT_GAN_Feat: 42.513 F_Flow: 45.716 F_Warp: 3.481 W: 7.003 D_real: 0.002 D_fake: 0.000 DT_real: 0.001 DT_fake: 0.002 
(epoch: 70, iters: 660, time: 0.663) G_GAN: 5.855 G_GAN_Feat: 13.156 G_VGG: 6.713 GT_GAN: 0.004 GT_GAN_Feat: 41.763 F_Flow: 44.542 F_Warp: 3.137 W: 6.799 D_real: 0.000 D_fake: 0.000 DT_real: 0.003 DT_fake: 0.017 
saving the latest model (epoch 70, total_steps 690000)
(epoch: 70, iters: 960, time: 0.658) G_GAN: 3.849 G_GAN_Feat: 13.429 G_VGG: 7.121 GT_GAN: 0.202 GT_GAN_Feat: 42.710 F_Flow: 43.864 F_Warp: 3.430 W: 7.261 D_real: 0.000 D_fake: 0.098 DT_real: 0.208 DT_fake: 0.201 
(epoch: 70, iters: 1260, time: 0.651) G_GAN: 5.741 G_GAN_Feat: 13.409 G_VGG: 6.771 GT_GAN: 0.003 GT_GAN_Feat: 41.192 F_Flow: 41.714 F_Warp: 3.169 W: 6.808 D_real: 0.002 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.001 
(epoch: 70, iters: 1560, time: 0.653) G_GAN: 5.754 G_GAN_Feat: 13.813 G_VGG: 7.093 GT_GAN: 0.071 GT_GAN_Feat: 43.432 F_Flow: 44.773 F_Warp: 3.344 W: 7.055 D_real: 0.000 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.009 
(epoch: 70, iters: 1860, time: 0.650) G_GAN: 4.963 G_GAN_Feat: 14.811 G_VGG: 7.287 GT_GAN: 0.065 GT_GAN_Feat: 44.994 F_Flow: 47.288 F_Warp: 4.122 W: 7.633 D_real: 0.000 D_fake: 0.000 DT_real: 0.007 DT_fake: 0.003 
(epoch: 70, iters: 2160, time: 0.648) G_GAN: 4.424 G_GAN_Feat: 13.424 G_VGG: 6.892 GT_GAN: 0.016 GT_GAN_Feat: 42.091 F_Flow: 48.073 F_Warp: 3.457 W: 6.984 D_real: 0.001 D_fake: 0.009 DT_real: 0.000 DT_fake: 0.032 
(epoch: 70, iters: 2460, time: 0.653) G_GAN: 5.171 G_GAN_Feat: 12.879 G_VGG: 6.787 GT_GAN: 0.021 GT_GAN_Feat: 41.746 F_Flow: 42.801 F_Warp: 3.168 W: 6.691 D_real: 0.001 D_fake: 0.001 DT_real: 0.007 DT_fake: 0.000 
(epoch: 70, iters: 2760, time: 0.652) G_GAN: 5.094 G_GAN_Feat: 13.323 G_VGG: 6.936 GT_GAN: 0.020 GT_GAN_Feat: 42.448 F_Flow: 51.043 F_Warp: 3.439 W: 7.065 D_real: 0.000 D_fake: 0.002 DT_real: 0.000 DT_fake: 0.001 
(epoch: 70, iters: 3060, time: 0.653) G_GAN: 4.927 G_GAN_Feat: 12.677 G_VGG: 7.028 GT_GAN: 0.012 GT_GAN_Feat: 41.234 F_Flow: 53.227 F_Warp: 3.194 W: 6.688 D_real: 0.007 D_fake: 0.002 DT_real: 0.017 DT_fake: 0.105 
(epoch: 70, iters: 3360, time: 0.652) G_GAN: 5.618 G_GAN_Feat: 13.748 G_VGG: 7.410 GT_GAN: 0.000 GT_GAN_Feat: 43.576 F_Flow: 45.206 F_Warp: 3.793 W: 7.589 D_real: 0.006 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.008 
(epoch: 70, iters: 3660, time: 0.646) G_GAN: 5.466 G_GAN_Feat: 13.390 G_VGG: 6.777 GT_GAN: 0.138 GT_GAN_Feat: 42.618 F_Flow: 41.719 F_Warp: 3.412 W: 6.813 D_real: 0.001 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.031 
saving the latest model (epoch 70, total_steps 693000)
(epoch: 70, iters: 3960, time: 0.650) G_GAN: 5.177 G_GAN_Feat: 13.854 G_VGG: 7.375 GT_GAN: 0.090 GT_GAN_Feat: 44.020 F_Flow: 51.550 F_Warp: 3.762 W: 7.258 D_real: 0.000 D_fake: 0.029 DT_real: 0.124 DT_fake: 0.006 
(epoch: 70, iters: 4260, time: 0.651) G_GAN: 5.087 G_GAN_Feat: 14.993 G_VGG: 7.673 GT_GAN: 1.944 GT_GAN_Feat: 47.179 F_Flow: 49.297 F_Warp: 3.974 W: 8.025 D_fake: 0.000 DT_real: 0.522 DT_fake: 0.037 
(epoch: 70, iters: 4560, time: 0.652) G_GAN: 5.258 G_GAN_Feat: 13.766 G_VGG: 6.797 GT_GAN: 0.006 GT_GAN_Feat: 42.694 F_Flow: 53.376 F_Warp: 3.557 W: 7.322 D_real: 0.001 D_fake: 0.000 DT_real: 0.012 DT_fake: 0.046 
(epoch: 70, iters: 4860, time: 0.651) G_GAN: 4.885 G_GAN_Feat: 12.913 G_VGG: 6.727 GT_GAN: 0.007 GT_GAN_Feat: 41.474 F_Flow: 44.306 F_Warp: 3.059 W: 6.686 D_real: 0.008 D_fake: 0.007 DT_real: 0.090 DT_fake: 0.077 
(epoch: 70, iters: 5160, time: 0.649) G_GAN: 2.258 G_GAN_Feat: 13.358 G_VGG: 6.877 GT_GAN: 0.071 GT_GAN_Feat: 42.374 F_Flow: 52.110 F_Warp: 3.439 W: 7.269 D_real: 0.003 D_fake: 1.363 DT_real: 0.055 DT_fake: 0.015 
(epoch: 70, iters: 5460, time: 0.649) G_GAN: 4.861 G_GAN_Feat: 15.426 G_VGG: 7.757 GT_GAN: 2.727 GT_GAN_Feat: 48.254 F_Flow: 48.907 F_Warp: 4.636 W: 9.195 D_real: 0.005 D_fake: 0.016 DT_real: 1.253 DT_fake: 1.427 
(epoch: 70, iters: 5760, time: 0.645) G_GAN: 5.516 G_GAN_Feat: 12.987 G_VGG: 6.799 GT_GAN: 0.000 GT_GAN_Feat: 42.468 F_Flow: 50.931 F_Warp: 3.288 W: 7.030 D_real: 0.026 D_fake: 0.001 DT_real: 0.144 DT_fake: 0.037 
(epoch: 70, iters: 6060, time: 0.655) G_GAN: 5.072 G_GAN_Feat: 14.294 G_VGG: 7.019 GT_GAN: 0.027 GT_GAN_Feat: 45.290 F_Flow: 43.005 F_Warp: 3.547 W: 7.565 D_real: 0.005 D_fake: 0.002 DT_real: 0.014 DT_fake: 0.004 
(epoch: 70, iters: 6360, time: 0.654) G_GAN: 8.170 G_GAN_Feat: 12.394 G_VGG: 6.699 GT_GAN: 0.000 GT_GAN_Feat: 41.740 F_Flow: 47.230 F_Warp: 3.173 W: 6.833 D_real: 3.141 D_fake: 0.000 DT_real: 0.036 DT_fake: 0.240 
(epoch: 70, iters: 6660, time: 0.654) G_GAN: 4.914 G_GAN_Feat: 13.713 G_VGG: 7.167 GT_GAN: 0.032 GT_GAN_Feat: 44.096 F_Flow: 48.062 F_Warp: 3.715 W: 7.349 D_real: 0.001 D_fake: 0.002 DT_real: 0.008 DT_fake: 0.001 
saving the latest model (epoch 70, total_steps 696000)
(epoch: 70, iters: 6960, time: 0.651) G_GAN: 4.556 G_GAN_Feat: 14.285 G_VGG: 7.393 GT_GAN: 0.135 GT_GAN_Feat: 45.568 F_Flow: 51.370 F_Warp: 4.045 W: 7.744 D_real: 0.002 D_fake: 0.006 DT_real: 0.002 DT_fake: 0.000 
(epoch: 70, iters: 7260, time: 0.655) G_GAN: 5.629 G_GAN_Feat: 14.094 G_VGG: 7.096 GT_GAN: 0.039 GT_GAN_Feat: 45.350 F_Flow: 49.856 F_Warp: 3.726 W: 6.972 D_real: 0.000 D_fake: 0.000 DT_real: 0.001 DT_fake: 0.015 
(epoch: 70, iters: 7560, time: 0.656) G_GAN: 4.791 G_GAN_Feat: 13.656 G_VGG: 7.001 GT_GAN: 0.175 GT_GAN_Feat: 43.029 F_Flow: 45.660 F_Warp: 3.470 W: 7.033 D_real: 0.003 D_fake: 0.000 DT_real: 0.003 DT_fake: 0.004 
(epoch: 70, iters: 7860, time: 0.650) G_GAN: 5.216 G_GAN_Feat: 14.095 G_VGG: 7.200 GT_GAN: 0.214 GT_GAN_Feat: 43.642 F_Flow: 47.650 F_Warp: 3.593 W: 7.126 D_real: 0.001 D_fake: 0.000 DT_real: 0.012 DT_fake: 0.006 
(epoch: 70, iters: 8160, time: 0.655) G_GAN: 5.419 G_GAN_Feat: 16.113 G_VGG: 7.889 GT_GAN: 10.298 GT_GAN_Feat: 48.142 F_Flow: 54.541 F_Warp: 4.296 W: 8.921 D_real: 0.000 D_fake: 0.000 DT_real: 1.481 DT_fake: 0.098 
(epoch: 70, iters: 8460, time: 0.653) G_GAN: 5.242 G_GAN_Feat: 13.602 G_VGG: 6.704 GT_GAN: 0.075 GT_GAN_Feat: 41.345 F_Flow: 50.962 F_Warp: 3.277 W: 7.232 D_real: 0.000 D_fake: 0.001 DT_real: 0.034 DT_fake: 0.008 
(epoch: 70, iters: 8760, time: 0.650) G_GAN: 5.251 G_GAN_Feat: 13.359 G_VGG: 6.985 GT_GAN: 0.076 GT_GAN_Feat: 41.920 F_Flow: 47.831 F_Warp: 3.454 W: 7.040 D_real: 0.034 D_fake: 0.006 DT_real: 0.075 DT_fake: 0.143 
(epoch: 70, iters: 9060, time: 0.651) G_GAN: 5.333 G_GAN_Feat: 12.883 G_VGG: 6.795 GT_GAN: 0.049 GT_GAN_Feat: 40.324 F_Flow: 45.003 F_Warp: 3.152 W: 6.502 D_real: 0.107 D_fake: 0.001 DT_real: 0.010 DT_fake: 0.016 
(epoch: 70, iters: 9360, time: 0.647) G_GAN: 4.644 G_GAN_Feat: 12.716 G_VGG: 6.464 GT_GAN: 0.017 GT_GAN_Feat: 39.770 F_Flow: 43.902 F_Warp: 2.958 W: 6.535 D_real: 0.009 D_fake: 0.007 DT_real: 0.087 DT_fake: 0.077 
(epoch: 70, iters: 9660, time: 0.650) G_GAN: 2.102 G_GAN_Feat: 12.604 G_VGG: 6.437 GT_GAN: 0.042 GT_GAN_Feat: 39.863 F_Flow: 43.564 F_Warp: 3.010 W: 6.503 D_real: 0.000 D_fake: 0.874 DT_real: 0.018 DT_fake: 0.070 
saving the latest model (epoch 70, total_steps 699000)
(epoch: 70, iters: 9960, time: 0.650) G_GAN: 5.375 G_GAN_Feat: 13.287 G_VGG: 6.977 GT_GAN: 0.002 GT_GAN_Feat: 41.546 F_Flow: 46.224 F_Warp: 3.563 W: 6.845 D_real: 0.038 D_fake: 0.001 DT_real: 0.026 DT_fake: 0.069 
End of epoch 70 / 100 	 Time Taken: 6987 sec
saving the model at the end of epoch 70, iters 699300
(epoch: 71, iters: 300, time: 1.480) G_GAN: 4.528 G_GAN_Feat: 12.799 G_VGG: 7.030 GT_GAN: 0.017 GT_GAN_Feat: 40.515 F_Flow: 58.719 F_Warp: 3.433 W: 7.243 D_real: 0.003 D_fake: 0.001 DT_real: 0.032 DT_fake: 0.097 
(epoch: 71, iters: 600, time: 1.320) G_GAN: 6.079 G_GAN_Feat: 14.350 G_VGG: 7.447 GT_GAN: 0.035 GT_GAN_Feat: 44.486 F_Flow: 52.818 F_Warp: 3.922 W: 7.802 D_real: 0.000 D_fake: 0.002 DT_real: 0.001 DT_fake: 0.000 
(epoch: 71, iters: 900, time: 1.321) G_GAN: 5.501 G_GAN_Feat: 13.795 G_VGG: 7.260 GT_GAN: 0.371 GT_GAN_Feat: 41.119 F_Flow: 50.158 F_Warp: 3.621 W: 7.252 D_real: 0.001 D_fake: 0.001 DT_real: 0.016 DT_fake: 0.008 
(epoch: 71, iters: 1200, time: 1.326) G_GAN: 5.079 G_GAN_Feat: 13.912 G_VGG: 7.077 GT_GAN: 0.006 GT_GAN_Feat: 43.950 F_Flow: 53.526 F_Warp: 3.646 W: 7.133 D_real: 0.001 D_fake: 0.002 DT_real: 0.006 DT_fake: 0.048 
(epoch: 71, iters: 1500, time: 1.320) G_GAN: 3.131 G_GAN_Feat: 12.759 G_VGG: 6.866 GT_GAN: 0.027 GT_GAN_Feat: 39.029 F_Flow: 57.732 F_Warp: 3.406 W: 7.069 D_real: 0.001 D_fake: 0.157 DT_real: 0.089 DT_fake: 0.135 
(epoch: 71, iters: 1800, time: 1.322) G_GAN: 4.318 G_GAN_Feat: 12.628 G_VGG: 6.506 GT_GAN: 0.003 GT_GAN_Feat: 38.945 F_Flow: 44.478 F_Warp: 3.155 W: 6.692 D_real: 0.017 D_fake: 0.018 DT_real: 0.037 DT_fake: 0.019 
(epoch: 71, iters: 2100, time: 1.328) G_GAN: 5.013 G_GAN_Feat: 13.380 G_VGG: 7.009 GT_GAN: 0.006 GT_GAN_Feat: 41.726 F_Flow: 60.835 F_Warp: 3.697 W: 7.217 D_real: 0.000 D_fake: 0.000 DT_real: 0.009 DT_fake: 0.008 
(epoch: 71, iters: 2400, time: 1.317) G_GAN: 5.149 G_GAN_Feat: 13.430 G_VGG: 7.210 GT_GAN: 0.062 GT_GAN_Feat: 41.017 F_Flow: 54.067 F_Warp: 3.668 W: 7.219 D_real: 0.000 D_fake: 0.001 DT_real: 0.016 DT_fake: 0.050 
(epoch: 71, iters: 2700, time: 1.315) G_GAN: 4.615 G_GAN_Feat: 13.224 G_VGG: 6.961 GT_GAN: 0.057 GT_GAN_Feat: 40.325 F_Flow: 51.223 F_Warp: 3.516 W: 7.164 D_real: 0.003 D_fake: 0.004 DT_real: 0.030 DT_fake: 0.054 
saving the latest model (epoch 71, total_steps 702000)
(epoch: 71, iters: 3000, time: 1.315) G_GAN: 4.683 G_GAN_Feat: 13.505 G_VGG: 6.977 GT_GAN: 0.059 GT_GAN_Feat: 41.059 F_Flow: 62.497 F_Warp: 3.607 W: 7.474 D_real: 0.004 D_fake: 0.008 DT_real: 0.027 DT_fake: 0.003 
(epoch: 71, iters: 3300, time: 1.325) G_GAN: 5.318 G_GAN_Feat: 13.438 G_VGG: 6.896 GT_GAN: 0.034 GT_GAN_Feat: 41.811 F_Flow: 60.655 F_Warp: 3.512 W: 7.183 D_real: 0.001 D_fake: 0.001 DT_real: 0.011 DT_fake: 0.018 
(epoch: 71, iters: 3600, time: 1.324) G_GAN: 4.978 G_GAN_Feat: 13.046 G_VGG: 6.740 GT_GAN: 0.078 GT_GAN_Feat: 39.922 F_Flow: 49.592 F_Warp: 3.050 W: 6.623 D_real: 0.003 D_fake: 0.009 DT_real: 0.006 DT_fake: 0.006 
(epoch: 71, iters: 3900, time: 1.319) G_GAN: 5.109 G_GAN_Feat: 13.450 G_VGG: 6.862 GT_GAN: 0.192 GT_GAN_Feat: 41.167 F_Flow: 53.790 F_Warp: 3.404 W: 7.297 D_real: 0.000 D_fake: 0.001 DT_real: 0.047 DT_fake: 0.043 
(epoch: 71, iters: 4200, time: 1.312) G_GAN: 5.317 G_GAN_Feat: 13.665 G_VGG: 7.340 GT_GAN: 0.006 GT_GAN_Feat: 42.244 F_Flow: 53.802 F_Warp: 3.782 W: 7.475 D_real: 0.001 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.001 
(epoch: 71, iters: 4500, time: 1.310) G_GAN: 4.394 G_GAN_Feat: 12.706 G_VGG: 6.452 GT_GAN: 0.151 GT_GAN_Feat: 39.061 F_Flow: 49.799 F_Warp: 3.145 W: 6.749 D_real: 0.010 D_fake: 0.003 DT_real: 0.023 DT_fake: 0.066 
(epoch: 71, iters: 4800, time: 1.315) G_GAN: 4.827 G_GAN_Feat: 12.930 G_VGG: 6.776 GT_GAN: 0.030 GT_GAN_Feat: 40.139 F_Flow: 50.923 F_Warp: 3.423 W: 6.751 D_real: 0.001 D_fake: 0.001 DT_real: 0.012 DT_fake: 0.093 
(epoch: 71, iters: 5100, time: 1.317) G_GAN: 5.593 G_GAN_Feat: 13.350 G_VGG: 7.005 GT_GAN: 0.023 GT_GAN_Feat: 41.945 F_Flow: 50.483 F_Warp: 3.473 W: 7.048 D_real: 0.001 D_fake: 0.000 DT_real: 0.011 DT_fake: 0.079 
(epoch: 71, iters: 5400, time: 1.315) G_GAN: 5.385 G_GAN_Feat: 12.788 G_VGG: 6.669 GT_GAN: 0.072 GT_GAN_Feat: 39.333 F_Flow: 52.202 F_Warp: 3.044 W: 6.675 D_real: 0.001 D_fake: 0.001 DT_real: 0.106 DT_fake: 0.026 
(epoch: 71, iters: 5700, time: 1.313) G_GAN: 4.839 G_GAN_Feat: 14.621 G_VGG: 7.385 GT_GAN: 1.428 GT_GAN_Feat: 44.516 F_Flow: 53.137 F_Warp: 3.762 W: 7.741 D_real: 0.002 D_fake: 0.001 DT_real: 0.161 DT_fake: 0.105 
saving the latest model (epoch 71, total_steps 705000)
(epoch: 71, iters: 6000, time: 1.320) G_GAN: 5.384 G_GAN_Feat: 15.399 G_VGG: 7.238 GT_GAN: 0.149 GT_GAN_Feat: 48.777 F_Flow: 54.617 F_Warp: 4.421 W: 7.655 D_real: 0.000 D_fake: 0.001 DT_real: 0.001 DT_fake: 0.021 
(epoch: 71, iters: 6300, time: 1.312) G_GAN: 5.549 G_GAN_Feat: 14.721 G_VGG: 7.460 GT_GAN: 0.114 GT_GAN_Feat: 46.951 F_Flow: 54.181 F_Warp: 4.226 W: 7.542 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.001 
(epoch: 71, iters: 6600, time: 1.309) G_GAN: 5.044 G_GAN_Feat: 13.829 G_VGG: 7.114 GT_GAN: 0.058 GT_GAN_Feat: 42.447 F_Flow: 48.253 F_Warp: 3.722 W: 7.458 D_real: 0.001 D_fake: 0.002 DT_real: 0.093 DT_fake: 0.106 
(epoch: 71, iters: 6900, time: 1.310) G_GAN: 4.493 G_GAN_Feat: 13.139 G_VGG: 6.901 GT_GAN: 0.000 GT_GAN_Feat: 40.617 F_Flow: 55.891 F_Warp: 3.343 W: 7.276 D_real: 0.001 D_fake: 0.009 DT_real: 0.026 DT_fake: 0.002 
(epoch: 71, iters: 7200, time: 1.308) G_GAN: 5.079 G_GAN_Feat: 13.538 G_VGG: 6.809 GT_GAN: 7.561 GT_GAN_Feat: 40.918 F_Flow: 51.849 F_Warp: 3.277 W: 7.213 D_real: 0.012 D_fake: 0.004 DT_real: 0.046 DT_fake: 0.109 
(epoch: 71, iters: 7500, time: 1.309) G_GAN: 5.695 G_GAN_Feat: 14.002 G_VGG: 7.180 GT_GAN: 0.005 GT_GAN_Feat: 43.480 F_Flow: 58.023 F_Warp: 3.666 W: 7.204 D_real: 0.001 D_fake: 0.001 DT_real: 0.005 DT_fake: 0.011 
(epoch: 71, iters: 7800, time: 1.319) G_GAN: 6.577 G_GAN_Feat: 16.563 G_VGG: 7.812 GT_GAN: 4.019 GT_GAN_Feat: 50.834 F_Flow: 56.009 F_Warp: 5.080 W: 9.763 D_real: 0.000 DT_real: 0.056 DT_fake: 0.002 
(epoch: 71, iters: 8100, time: 1.317) G_GAN: 5.424 G_GAN_Feat: 13.770 G_VGG: 6.674 GT_GAN: 0.022 GT_GAN_Feat: 41.849 F_Flow: 52.729 F_Warp: 3.520 W: 7.301 D_real: 0.001 D_fake: 0.001 DT_real: 0.043 DT_fake: 0.001 
(epoch: 71, iters: 8400, time: 1.307) G_GAN: 6.018 G_GAN_Feat: 15.854 G_VGG: 7.805 GT_GAN: 0.715 GT_GAN_Feat: 46.410 F_Flow: 62.936 F_Warp: 4.508 W: 9.098 D_real: 0.005 D_fake: 0.001 DT_real: 0.025 DT_fake: 0.009 
(epoch: 71, iters: 8700, time: 1.313) G_GAN: 6.159 G_GAN_Feat: 15.088 G_VGG: 7.445 GT_GAN: 0.026 GT_GAN_Feat: 44.565 F_Flow: 52.824 F_Warp: 4.264 W: 7.783 D_real: 0.000 DT_real: 0.000 DT_fake: 0.010 
saving the latest model (epoch 71, total_steps 708000)
(epoch: 71, iters: 9000, time: 1.314) G_GAN: 5.821 G_GAN_Feat: 15.930 G_VGG: 7.561 GT_GAN: 0.618 GT_GAN_Feat: 47.149 F_Flow: 58.184 F_Warp: 4.215 W: 8.455 D_real: 0.000 D_fake: 0.002 DT_real: 0.003 DT_fake: 0.000 
(epoch: 71, iters: 9300, time: 1.315) G_GAN: 5.346 G_GAN_Feat: 15.932 G_VGG: 7.835 GT_GAN: 0.177 GT_GAN_Feat: 47.860 F_Flow: 48.919 F_Warp: 4.624 W: 8.541 D_real: 0.000 D_fake: 0.001 DT_real: 0.000 DT_fake: 0.000 
(epoch: 71, iters: 9600, time: 1.308) G_GAN: 6.950 G_GAN_Feat: 17.854 G_VGG: 8.874 GT_GAN: 5.266 GT_GAN_Feat: 52.705 F_Flow: 54.736 F_Warp: 5.364 W: 9.731 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
(epoch: 71, iters: 9900, time: 1.315) G_GAN: 5.655 G_GAN_Feat: 18.556 G_VGG: 10.495 GT_GAN: 1.994 GT_GAN_Feat: 53.410 F_Flow: 48.784 F_Warp: 5.408 W: 9.066 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
End of epoch 71 / 100 	 Time Taken: 13655 sec
(epoch: 72, iters: 240, time: 1.651) G_GAN: 5.963 G_GAN_Feat: 18.559 G_VGG: 10.442 GT_GAN: 2.565 GT_GAN_Feat: 53.491 F_Flow: 49.014 F_Warp: 5.381 W: 8.972 D_real: 0.002 D_fake: 0.000 DT_real: 0.000 
(epoch: 72, iters: 540, time: 1.321) G_GAN: 5.674 G_GAN_Feat: 14.403 G_VGG: 7.579 GT_GAN: 0.738 GT_GAN_Feat: 41.974 F_Flow: 54.015 F_Warp: 3.573 W: 8.012 D_real: 0.000 D_fake: 0.000 DT_real: 0.033 DT_fake: 0.022 
(epoch: 72, iters: 840, time: 1.319) G_GAN: 6.555 G_GAN_Feat: 14.700 G_VGG: 7.363 GT_GAN: 0.136 GT_GAN_Feat: 43.149 F_Flow: 52.076 F_Warp: 3.741 W: 7.354 D_real: 0.000 DT_real: 0.001 DT_fake: 0.000 
(epoch: 72, iters: 1140, time: 1.324) G_GAN: 6.022 G_GAN_Feat: 15.573 G_VGG: 8.554 GT_GAN: 0.655 GT_GAN_Feat: 46.267 F_Flow: 49.438 F_Warp: 4.296 W: 7.797 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.001 
(epoch: 72, iters: 1440, time: 1.323) G_GAN: 5.269 G_GAN_Feat: 14.627 G_VGG: 7.693 GT_GAN: 0.244 GT_GAN_Feat: 44.572 F_Flow: 52.371 F_Warp: 3.895 W: 8.140 D_real: 0.001 D_fake: 0.003 DT_real: 0.002 DT_fake: 0.002 
(epoch: 72, iters: 1740, time: 1.323) G_GAN: 6.404 G_GAN_Feat: 17.490 G_VGG: 9.823 GT_GAN: 2.813 GT_GAN_Feat: 52.617 F_Flow: 58.637 F_Warp: 4.916 W: 8.144 D_real: 0.000 D_fake: 0.002 DT_real: 0.027 DT_fake: 0.098 
saving the latest model (epoch 72, total_steps 711000)
(epoch: 72, iters: 2040, time: 1.314) G_GAN: 4.655 G_GAN_Feat: 15.048 G_VGG: 7.463 GT_GAN: 0.588 GT_GAN_Feat: 44.864 F_Flow: 54.147 F_Warp: 4.270 W: 7.601 D_real: 0.016 D_fake: 0.011 DT_real: 0.022 DT_fake: 0.032 
(epoch: 72, iters: 2340, time: 1.315) G_GAN: 5.691 G_GAN_Feat: 17.524 G_VGG: 8.609 GT_GAN: 5.687 GT_GAN_Feat: 54.200 F_Flow: 58.322 F_Warp: 5.276 W: 9.721 D_real: 0.000 D_fake: 0.004 DT_fake: 0.023 
(epoch: 72, iters: 2640, time: 1.321) G_GAN: 4.940 G_GAN_Feat: 13.658 G_VGG: 6.774 GT_GAN: 0.456 GT_GAN_Feat: 40.026 F_Flow: 46.496 F_Warp: 3.125 W: 6.757 D_real: 0.002 D_fake: 0.037 DT_real: 0.010 DT_fake: 0.019 
(epoch: 72, iters: 2940, time: 1.318) G_GAN: 5.471 G_GAN_Feat: 17.927 G_VGG: 10.019 GT_GAN: 4.167 GT_GAN_Feat: 54.665 F_Flow: 50.670 F_Warp: 5.169 W: 8.684 D_real: 0.000 D_fake: 0.003 DT_real: 0.001 DT_fake: 0.000 
(epoch: 72, iters: 3240, time: 1.312) G_GAN: 5.469 G_GAN_Feat: 18.014 G_VGG: 10.026 GT_GAN: 3.349 GT_GAN_Feat: 55.922 F_Flow: 51.440 F_Warp: 5.036 W: 8.328 D_real: 0.001 D_fake: 0.000 DT_real: 0.008 DT_fake: 0.000 
(epoch: 72, iters: 3540, time: 1.322) G_GAN: 5.692 G_GAN_Feat: 18.266 G_VGG: 10.007 GT_GAN: 4.632 GT_GAN_Feat: 57.953 F_Flow: 50.861 F_Warp: 5.454 W: 8.439 D_real: 0.000 D_fake: 0.000 DT_real: 0.001 
(epoch: 72, iters: 3840, time: 1.319) G_GAN: 6.423 G_GAN_Feat: 18.434 G_VGG: 9.650 GT_GAN: 6.955 GT_GAN_Feat: 54.687 F_Flow: 44.833 F_Warp: 5.592 W: 8.825 D_real: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 72, iters: 4140, time: 1.314) G_GAN: 6.055 G_GAN_Feat: 18.177 G_VGG: 9.701 GT_GAN: 1.329 GT_GAN_Feat: 55.228 F_Flow: 52.253 F_Warp: 5.610 W: 8.139 D_real: 0.001 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 72, iters: 4440, time: 1.313) G_GAN: 5.380 G_GAN_Feat: 19.182 G_VGG: 10.123 GT_GAN: 6.343 GT_GAN_Feat: 55.016 F_Flow: 53.616 F_Warp: 5.300 W: 7.996 D_real: 0.001 DT_real: 0.000 
(epoch: 72, iters: 4740, time: 1.317) G_GAN: 5.802 G_GAN_Feat: 19.666 G_VGG: 10.565 GT_GAN: 4.367 GT_GAN_Feat: 58.129 F_Flow: 51.582 F_Warp: 6.441 W: 7.980 D_real: 0.000 D_fake: 0.001 DT_real: 0.000 
saving the latest model (epoch 72, total_steps 714000)
(epoch: 72, iters: 5040, time: 1.323) G_GAN: 5.191 G_GAN_Feat: 19.655 G_VGG: 10.838 GT_GAN: 3.179 GT_GAN_Feat: 57.872 F_Flow: 59.697 F_Warp: 6.547 W: 7.940 D_real: 0.000 D_fake: 0.000 
(epoch: 72, iters: 5340, time: 1.317) G_GAN: 5.563 G_GAN_Feat: 20.088 G_VGG: 11.075 GT_GAN: 2.895 GT_GAN_Feat: 59.026 F_Flow: 52.827 F_Warp: 6.374 W: 7.759 D_real: 0.000 D_fake: 0.000 DT_fake: 0.001 
(epoch: 72, iters: 5640, time: 1.318) G_GAN: 4.803 G_GAN_Feat: 20.246 G_VGG: 11.150 GT_GAN: 1.972 GT_GAN_Feat: 58.435 F_Flow: 48.289 F_Warp: 6.498 W: 7.572 D_real: 0.000 D_fake: 0.002 DT_fake: 0.002 
(epoch: 72, iters: 5940, time: 1.319) G_GAN: 6.792 G_GAN_Feat: 20.491 G_VGG: 11.171 GT_GAN: 3.908 GT_GAN_Feat: 59.357 F_Flow: 53.043 F_Warp: 6.502 W: 7.323 D_real: 0.000 DT_real: 0.000 
(epoch: 72, iters: 6240, time: 1.320) G_GAN: 5.198 G_GAN_Feat: 20.308 G_VGG: 10.977 GT_GAN: 1.339 GT_GAN_Feat: 58.737 F_Flow: 52.790 F_Warp: 6.438 W: 7.209 D_real: 0.002 D_fake: 0.000 DT_real: 0.000 
(epoch: 72, iters: 6540, time: 1.317) G_GAN: 4.895 G_GAN_Feat: 19.924 G_VGG: 10.869 GT_GAN: 0.795 GT_GAN_Feat: 53.078 F_Flow: 51.243 F_Warp: 5.450 W: 7.130 D_real: 0.000 D_fake: 0.000 
(epoch: 72, iters: 6840, time: 1.320) G_GAN: 6.968 G_GAN_Feat: 20.601 G_VGG: 11.560 GT_GAN: 5.472 GT_GAN_Feat: 57.539 F_Flow: 52.500 F_Warp: 6.197 W: 7.162 D_real: 0.000 DT_real: 0.001 DT_fake: 0.000 
(epoch: 72, iters: 7140, time: 1.313) G_GAN: 6.052 G_GAN_Feat: 20.482 G_VGG: 11.515 GT_GAN: 2.721 GT_GAN_Feat: 57.016 F_Flow: 60.716 F_Warp: 6.587 W: 7.210 D_real: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 72, iters: 7440, time: 1.318) G_GAN: 5.209 G_GAN_Feat: 20.714 G_VGG: 11.598 GT_GAN: 3.279 GT_GAN_Feat: 56.652 F_Flow: 56.645 F_Warp: 6.345 W: 6.989 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
(epoch: 72, iters: 7740, time: 1.315) G_GAN: 4.931 G_GAN_Feat: 20.897 G_VGG: 11.846 GT_GAN: 3.532 GT_GAN_Feat: 57.663 F_Flow: 59.293 F_Warp: 6.471 W: 6.778 DT_fake: 0.000 
saving the latest model (epoch 72, total_steps 717000)
(epoch: 72, iters: 8040, time: 1.312) G_GAN: 4.835 G_GAN_Feat: 20.765 G_VGG: 11.726 GT_GAN: 2.419 GT_GAN_Feat: 57.010 F_Flow: 47.459 F_Warp: 6.633 W: 6.735 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 72, iters: 8340, time: 1.314) G_GAN: 5.040 G_GAN_Feat: 20.495 G_VGG: 11.711 GT_GAN: 3.924 GT_GAN_Feat: 56.915 F_Flow: 45.870 F_Warp: 6.079 W: 6.487 D_fake: 0.000 
(epoch: 72, iters: 8640, time: 1.323) G_GAN: 4.481 G_GAN_Feat: 20.997 G_VGG: 11.944 GT_GAN: 3.194 GT_GAN_Feat: 58.928 F_Flow: 59.850 F_Warp: 6.791 W: 6.724 D_fake: 0.000 
(epoch: 72, iters: 8940, time: 1.320) G_GAN: 4.538 G_GAN_Feat: 21.186 G_VGG: 12.203 GT_GAN: 2.473 GT_GAN_Feat: 59.305 F_Flow: 53.237 F_Warp: 7.005 W: 6.481 D_real: 0.000 D_fake: 0.000 DT_fake: 0.000 
(epoch: 72, iters: 9240, time: 1.308) G_GAN: 4.605 G_GAN_Feat: 20.904 G_VGG: 12.271 GT_GAN: 3.476 GT_GAN_Feat: 59.785 F_Flow: 49.615 F_Warp: 6.585 W: 6.230 D_fake: 0.000 DT_real: 0.000 
(epoch: 72, iters: 9540, time: 1.312) G_GAN: 4.752 G_GAN_Feat: 21.226 G_VGG: 12.461 GT_GAN: 3.720 GT_GAN_Feat: 61.405 F_Flow: 64.447 F_Warp: 7.489 W: 6.097 D_fake: 0.000 DT_real: 0.000 
(epoch: 72, iters: 9840, time: 1.313) G_GAN: 4.684 G_GAN_Feat: 20.975 G_VGG: 12.437 GT_GAN: 2.561 GT_GAN_Feat: 58.591 F_Flow: 50.292 F_Warp: 6.447 W: 6.045 
End of epoch 72 / 100 	 Time Taken: 13659 sec
(epoch: 73, iters: 180, time: 1.668) G_GAN: 4.679 G_GAN_Feat: 21.159 G_VGG: 12.594 GT_GAN: 3.186 GT_GAN_Feat: 59.247 F_Flow: 50.161 F_Warp: 6.727 W: 6.177 
(epoch: 73, iters: 480, time: 1.323) G_GAN: 6.125 G_GAN_Feat: 19.750 G_VGG: 11.103 GT_GAN: 12.844 GT_GAN_Feat: 51.913 F_Flow: 55.798 F_Warp: 5.682 W: 6.883 D_real: 0.000 D_fake: 0.000 DT_real: 0.028 DT_fake: 0.031 
(epoch: 73, iters: 780, time: 1.322) G_GAN: 11.939 G_GAN_Feat: 17.434 G_VGG: 10.372 GT_GAN: 1.706 GT_GAN_Feat: 42.784 F_Flow: 54.539 F_Warp: 4.255 W: 7.894 D_real: 2.098 DT_real: 0.010 DT_fake: 0.006 
saving the latest model (epoch 73, total_steps 720000)
(epoch: 73, iters: 1080, time: 1.328) G_GAN: 6.841 G_GAN_Feat: 14.229 G_VGG: 7.906 GT_GAN: 0.034 GT_GAN_Feat: 38.036 F_Flow: 41.592 F_Warp: 3.239 W: 8.385 D_real: 0.059 D_fake: 0.000 DT_real: 0.038 DT_fake: 0.094 
(epoch: 73, iters: 1380, time: 1.316) G_GAN: 5.425 G_GAN_Feat: 19.065 G_VGG: 10.140 GT_GAN: 1.370 GT_GAN_Feat: 55.800 F_Flow: 49.268 F_Warp: 5.544 W: 6.886 D_real: 0.000 D_fake: 0.000 DT_real: 0.002 
(epoch: 73, iters: 1680, time: 1.305) G_GAN: 5.352 G_GAN_Feat: 19.712 G_VGG: 10.802 GT_GAN: 4.267 GT_GAN_Feat: 58.289 F_Flow: 49.982 F_Warp: 5.901 W: 6.636 D_real: 0.004 D_fake: 0.004 DT_real: 0.000 DT_fake: 0.000 
(epoch: 73, iters: 1980, time: 1.321) G_GAN: 5.222 G_GAN_Feat: 18.145 G_VGG: 9.974 GT_GAN: 0.910 GT_GAN_Feat: 48.668 F_Flow: 59.226 F_Warp: 5.008 W: 7.104 D_real: 0.002 D_fake: 0.003 DT_real: 0.001 DT_fake: 0.002 
(epoch: 73, iters: 2280, time: 1.322) G_GAN: 5.213 G_GAN_Feat: 18.637 G_VGG: 9.466 GT_GAN: 1.295 GT_GAN_Feat: 53.942 F_Flow: 46.840 F_Warp: 5.409 W: 6.918 D_real: 0.000 D_fake: 0.000 DT_fake: 0.000 
(epoch: 73, iters: 2580, time: 1.323) G_GAN: 6.263 G_GAN_Feat: 19.768 G_VGG: 10.859 GT_GAN: 10.258 GT_GAN_Feat: 56.956 F_Flow: 49.068 F_Warp: 5.843 W: 6.760 D_fake: 0.000 DT_real: 0.000 
(epoch: 73, iters: 2880, time: 1.319) G_GAN: 5.994 G_GAN_Feat: 19.566 G_VGG: 10.823 GT_GAN: 6.463 GT_GAN_Feat: 57.682 F_Flow: 45.548 F_Warp: 5.987 W: 6.543 D_fake: 0.000 
(epoch: 73, iters: 3180, time: 1.324) G_GAN: 5.758 G_GAN_Feat: 19.739 G_VGG: 11.205 GT_GAN: 0.740 GT_GAN_Feat: 52.667 F_Flow: 52.996 F_Warp: 5.492 W: 6.850 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
(epoch: 73, iters: 3480, time: 1.327) G_GAN: 5.492 G_GAN_Feat: 19.897 G_VGG: 11.385 GT_GAN: 3.953 GT_GAN_Feat: 56.827 F_Flow: 48.691 F_Warp: 5.833 W: 6.783 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
(epoch: 73, iters: 3780, time: 1.319) G_GAN: 6.394 G_GAN_Feat: 19.590 G_VGG: 11.167 GT_GAN: 0.786 GT_GAN_Feat: 53.539 F_Flow: 46.320 F_Warp: 5.435 W: 6.779 DT_real: 0.000 
saving the latest model (epoch 73, total_steps 723000)
(epoch: 73, iters: 4080, time: 1.314) G_GAN: 4.921 G_GAN_Feat: 19.660 G_VGG: 11.335 GT_GAN: 1.414 GT_GAN_Feat: 54.675 F_Flow: 44.093 F_Warp: 5.595 W: 6.827 D_real: 0.000 D_fake: 0.000 
(epoch: 73, iters: 4380, time: 1.304) G_GAN: 4.839 G_GAN_Feat: 20.307 G_VGG: 11.102 GT_GAN: 2.679 GT_GAN_Feat: 58.214 F_Flow: 52.457 F_Warp: 6.124 W: 6.541 D_fake: 0.000 
(epoch: 73, iters: 4680, time: 1.313) G_GAN: 5.593 G_GAN_Feat: 19.576 G_VGG: 10.933 GT_GAN: 0.876 GT_GAN_Feat: 53.690 F_Flow: 51.949 F_Warp: 5.584 W: 6.749 D_real: 0.000 D_fake: 0.000 DT_fake: 0.000 
(epoch: 73, iters: 4980, time: 1.315) G_GAN: 5.737 G_GAN_Feat: 19.757 G_VGG: 11.307 GT_GAN: 1.233 GT_GAN_Feat: 56.187 F_Flow: 59.658 F_Warp: 6.176 W: 6.775 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 73, iters: 5280, time: 1.313) G_GAN: 5.440 G_GAN_Feat: 19.960 G_VGG: 11.206 GT_GAN: 1.312 GT_GAN_Feat: 55.880 F_Flow: 52.199 F_Warp: 5.990 W: 6.534 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.001 
(epoch: 73, iters: 5580, time: 1.307) G_GAN: 4.695 G_GAN_Feat: 20.519 G_VGG: 11.324 GT_GAN: 1.745 GT_GAN_Feat: 56.172 F_Flow: 43.014 F_Warp: 5.828 W: 6.239 D_real: 0.000 D_fake: 0.000 
(epoch: 73, iters: 5880, time: 1.306) G_GAN: 5.643 G_GAN_Feat: 20.255 G_VGG: 11.627 GT_GAN: 3.227 GT_GAN_Feat: 57.285 F_Flow: 53.522 F_Warp: 6.016 W: 6.459 D_fake: 0.000 DT_real: 0.000 
(epoch: 73, iters: 6180, time: 1.319) G_GAN: 5.382 G_GAN_Feat: 20.627 G_VGG: 11.778 GT_GAN: 3.768 GT_GAN_Feat: 59.897 F_Flow: 53.449 F_Warp: 6.835 W: 6.548 D_real: 0.003 D_fake: 0.000 
(epoch: 73, iters: 6480, time: 1.321) G_GAN: 5.812 G_GAN_Feat: 21.136 G_VGG: 11.825 GT_GAN: 3.611 GT_GAN_Feat: 59.991 F_Flow: 55.393 F_Warp: 6.576 W: 6.417 DT_real: 0.000 
(epoch: 73, iters: 6780, time: 1.320) G_GAN: 5.535 G_GAN_Feat: 21.179 G_VGG: 11.971 GT_GAN: 3.650 GT_GAN_Feat: 60.823 F_Flow: 48.759 F_Warp: 6.802 W: 6.191 DT_fake: 0.000 
saving the latest model (epoch 73, total_steps 726000)
(epoch: 73, iters: 7080, time: 1.315) G_GAN: 6.731 G_GAN_Feat: 20.985 G_VGG: 11.822 GT_GAN: 4.588 GT_GAN_Feat: 61.424 F_Flow: 55.264 F_Warp: 7.088 W: 6.342 D_real: 0.000 
(epoch: 73, iters: 7380, time: 1.319) G_GAN: 5.758 G_GAN_Feat: 21.073 G_VGG: 11.801 GT_GAN: 2.633 GT_GAN_Feat: 59.071 F_Flow: 52.322 F_Warp: 6.645 W: 6.194 D_real: 0.000 D_fake: 0.000 
(epoch: 73, iters: 7680, time: 1.321) G_GAN: 5.345 G_GAN_Feat: 21.174 G_VGG: 11.801 GT_GAN: 1.719 GT_GAN_Feat: 59.781 F_Flow: 54.807 F_Warp: 6.553 W: 6.384 D_fake: 0.000 
(epoch: 73, iters: 7980, time: 1.319) G_GAN: 5.135 G_GAN_Feat: 20.862 G_VGG: 11.863 GT_GAN: 1.877 GT_GAN_Feat: 59.378 F_Flow: 49.378 F_Warp: 6.467 W: 6.265 D_real: 0.017 D_fake: 0.000 DT_real: 0.000 
(epoch: 73, iters: 8280, time: 1.322) G_GAN: 5.656 G_GAN_Feat: 21.210 G_VGG: 12.144 GT_GAN: 4.312 GT_GAN_Feat: 61.987 F_Flow: 52.201 F_Warp: 6.700 W: 6.204 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.006 
(epoch: 73, iters: 8580, time: 1.323) G_GAN: 6.766 G_GAN_Feat: 21.591 G_VGG: 12.349 GT_GAN: 12.272 GT_GAN_Feat: 65.129 F_Flow: 61.698 F_Warp: 7.382 W: 6.148 D_real: 0.000 D_fake: 0.000 
(epoch: 73, iters: 8880, time: 1.314) G_GAN: 6.741 G_GAN_Feat: 22.526 G_VGG: 12.140 GT_GAN: 10.185 GT_GAN_Feat: 70.982 F_Flow: 49.531 F_Warp: 8.305 W: 5.639 D_real: 0.000 DT_real: 0.017 DT_fake: 0.000 
(epoch: 73, iters: 9180, time: 1.303) G_GAN: 8.296 G_GAN_Feat: 22.546 G_VGG: 11.764 GT_GAN: 8.029 GT_GAN_Feat: 67.741 F_Flow: 55.618 F_Warp: 7.550 W: 5.987 D_real: 0.000 D_fake: 0.001 DT_fake: 0.000 
(epoch: 73, iters: 9480, time: 1.307) G_GAN: 6.917 G_GAN_Feat: 22.464 G_VGG: 12.002 GT_GAN: 7.274 GT_GAN_Feat: 66.352 F_Flow: 53.802 F_Warp: 7.880 W: 6.146 D_real: 0.000 D_fake: 0.000 
(epoch: 73, iters: 9780, time: 1.317) G_GAN: 5.933 G_GAN_Feat: 21.419 G_VGG: 11.550 GT_GAN: 8.897 GT_GAN_Feat: 65.582 F_Flow: 64.121 F_Warp: 7.472 W: 6.122 D_real: 0.001 D_fake: 0.000 
saving the latest model (epoch 73, total_steps 729000)
End of epoch 73 / 100 	 Time Taken: 13672 sec
(epoch: 74, iters: 120, time: 1.649) G_GAN: 6.484 G_GAN_Feat: 21.089 G_VGG: 11.345 GT_GAN: 7.699 GT_GAN_Feat: 63.207 F_Flow: 51.208 F_Warp: 6.625 W: 5.786 D_real: 0.001 D_fake: 0.000 DT_real: 0.000 
(epoch: 74, iters: 420, time: 1.331) G_GAN: 6.831 G_GAN_Feat: 20.797 G_VGG: 11.521 GT_GAN: 8.897 GT_GAN_Feat: 63.439 F_Flow: 57.440 F_Warp: 7.241 W: 6.048 D_real: 0.000 
(epoch: 74, iters: 720, time: 1.325) G_GAN: 6.063 G_GAN_Feat: 20.062 G_VGG: 10.868 GT_GAN: 4.249 GT_GAN_Feat: 61.424 F_Flow: 52.485 F_Warp: 6.340 W: 5.832 D_real: 0.000 D_fake: 0.001 
(epoch: 74, iters: 1020, time: 1.325) G_GAN: 6.245 G_GAN_Feat: 20.158 G_VGG: 10.818 GT_GAN: 4.352 GT_GAN_Feat: 63.520 F_Flow: 52.981 F_Warp: 6.736 W: 6.009 D_real: 0.000 
(epoch: 74, iters: 1320, time: 1.327) G_GAN: 7.393 G_GAN_Feat: 20.749 G_VGG: 11.344 GT_GAN: 9.444 GT_GAN_Feat: 62.978 F_Flow: 58.211 F_Warp: 6.991 W: 5.902 DT_real: 0.001 
(epoch: 74, iters: 1620, time: 1.322) G_GAN: 7.992 G_GAN_Feat: 21.112 G_VGG: 11.428 GT_GAN: 7.294 GT_GAN_Feat: 62.751 F_Flow: 56.029 F_Warp: 7.278 W: 5.790 D_real: 0.000 DT_real: 0.000 
(epoch: 74, iters: 1920, time: 1.321) G_GAN: 7.292 G_GAN_Feat: 20.682 G_VGG: 10.707 GT_GAN: 8.506 GT_GAN_Feat: 62.777 F_Flow: 48.622 F_Warp: 6.763 W: 6.379 D_real: 0.000 
(epoch: 74, iters: 2220, time: 1.327) G_GAN: 6.886 G_GAN_Feat: 21.168 G_VGG: 11.310 GT_GAN: 11.763 GT_GAN_Feat: 63.057 F_Flow: 55.657 F_Warp: 6.971 W: 5.859 DT_real: 0.000 
(epoch: 74, iters: 2520, time: 1.321) G_GAN: 6.391 G_GAN_Feat: 21.187 G_VGG: 11.311 GT_GAN: 9.851 GT_GAN_Feat: 64.158 F_Flow: 54.132 F_Warp: 7.553 W: 6.120 DT_real: 0.000 
(epoch: 74, iters: 2820, time: 1.323) G_GAN: 5.504 G_GAN_Feat: 21.199 G_VGG: 11.284 GT_GAN: 11.515 GT_GAN_Feat: 64.511 F_Flow: 54.802 F_Warp: 7.341 W: 5.875 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
saving the latest model (epoch 74, total_steps 732000)
(epoch: 74, iters: 3120, time: 1.323) G_GAN: 6.102 G_GAN_Feat: 21.290 G_VGG: 11.289 GT_GAN: 9.668 GT_GAN_Feat: 66.563 F_Flow: 49.264 F_Warp: 7.114 W: 5.897 DT_real: 0.000 
(epoch: 74, iters: 3420, time: 1.319) G_GAN: 5.988 G_GAN_Feat: 21.123 G_VGG: 11.379 GT_GAN: 11.413 GT_GAN_Feat: 64.456 F_Flow: 52.512 F_Warp: 7.225 W: 5.801 DT_real: 0.000 
(epoch: 74, iters: 3720, time: 1.314) G_GAN: 5.659 G_GAN_Feat: 21.476 G_VGG: 11.215 GT_GAN: 4.599 GT_GAN_Feat: 65.752 F_Flow: 51.241 F_Warp: 7.073 W: 6.007 D_real: 0.000 D_fake: 0.000 DT_real: 0.001 
(epoch: 74, iters: 4020, time: 1.322) G_GAN: 5.292 G_GAN_Feat: 20.657 G_VGG: 10.999 GT_GAN: 4.170 GT_GAN_Feat: 61.561 F_Flow: 50.222 F_Warp: 6.896 W: 6.260 D_fake: 0.000 
(epoch: 74, iters: 4320, time: 1.316) G_GAN: 5.736 G_GAN_Feat: 19.710 G_VGG: 10.434 GT_GAN: 10.918 GT_GAN_Feat: 61.438 F_Flow: 62.512 F_Warp: 6.219 W: 6.328 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 74, iters: 4620, time: 1.322) G_GAN: 5.885 G_GAN_Feat: 20.594 G_VGG: 10.413 GT_GAN: 2.495 GT_GAN_Feat: 69.415 F_Flow: 52.100 F_Warp: 7.480 W: 6.129 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 74, iters: 4920, time: 1.318) G_GAN: 8.004 G_GAN_Feat: 19.927 G_VGG: 10.181 GT_GAN: 7.698 GT_GAN_Feat: 62.795 F_Flow: 51.642 F_Warp: 6.288 W: 6.419 DT_fake: 0.000 
(epoch: 74, iters: 5220, time: 1.318) G_GAN: 5.743 G_GAN_Feat: 18.906 G_VGG: 9.709 GT_GAN: 1.164 GT_GAN_Feat: 60.497 F_Flow: 58.195 F_Warp: 6.210 W: 6.413 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.015 
(epoch: 74, iters: 5520, time: 1.317) G_GAN: 7.530 G_GAN_Feat: 23.546 G_VGG: 10.674 GT_GAN: 11.287 GT_GAN_Feat: 73.202 F_Flow: 53.247 F_Warp: 8.384 W: 5.588 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 74, iters: 5820, time: 1.321) G_GAN: 9.769 G_GAN_Feat: 22.619 G_VGG: 11.174 GT_GAN: 8.483 GT_GAN_Feat: 70.741 F_Flow: 53.517 F_Warp: 8.252 W: 5.296 D_real: 0.000 DT_real: 0.001 
saving the latest model (epoch 74, total_steps 735000)
(epoch: 74, iters: 6120, time: 1.318) G_GAN: 8.267 G_GAN_Feat: 22.067 G_VGG: 11.189 GT_GAN: 9.488 GT_GAN_Feat: 68.419 F_Flow: 61.287 F_Warp: 8.008 W: 6.214 DT_real: 0.000 
(epoch: 74, iters: 6420, time: 1.315) G_GAN: 7.951 G_GAN_Feat: 22.297 G_VGG: 11.161 GT_GAN: 7.596 GT_GAN_Feat: 69.786 F_Flow: 56.283 F_Warp: 8.051 W: 5.700 D_real: 0.000 DT_real: 0.000 
(epoch: 74, iters: 6720, time: 1.317) G_GAN: 9.054 G_GAN_Feat: 22.319 G_VGG: 10.493 GT_GAN: 5.769 GT_GAN_Feat: 70.053 F_Flow: 53.971 F_Warp: 8.061 W: 5.599 D_real: 0.001 D_fake: 0.000 
(epoch: 74, iters: 7020, time: 1.323) G_GAN: 8.676 G_GAN_Feat: 22.205 G_VGG: 11.058 GT_GAN: 7.321 GT_GAN_Feat: 69.169 F_Flow: 54.120 F_Warp: 8.039 W: 5.708 D_real: 0.000 
(epoch: 74, iters: 7320, time: 1.317) G_GAN: 7.342 G_GAN_Feat: 22.072 G_VGG: 10.949 GT_GAN: 2.027 GT_GAN_Feat: 70.030 F_Flow: 53.515 F_Warp: 8.471 W: 5.773 D_real: 0.000 DT_real: 0.001 
(epoch: 74, iters: 7620, time: 1.321) G_GAN: 7.214 G_GAN_Feat: 21.300 G_VGG: 10.555 GT_GAN: 1.893 GT_GAN_Feat: 64.445 F_Flow: 48.623 F_Warp: 7.629 W: 5.792 D_real: 0.000 DT_real: 0.000 
(epoch: 74, iters: 7920, time: 1.321) G_GAN: 7.606 G_GAN_Feat: 21.709 G_VGG: 10.785 GT_GAN: 9.410 GT_GAN_Feat: 66.614 F_Flow: 61.370 F_Warp: 8.243 W: 5.985 D_real: 0.000 
(epoch: 74, iters: 8220, time: 1.318) G_GAN: 8.493 G_GAN_Feat: 22.155 G_VGG: 10.761 GT_GAN: 7.662 GT_GAN_Feat: 72.520 F_Flow: 53.907 F_Warp: 8.526 W: 5.648 
(epoch: 74, iters: 8520, time: 1.319) G_GAN: 6.067 G_GAN_Feat: 20.812 G_VGG: 10.319 GT_GAN: 14.406 GT_GAN_Feat: 67.357 F_Flow: 54.150 F_Warp: 7.627 W: 5.856 D_fake: 0.000 DT_real: 0.001 DT_fake: 0.000 
(epoch: 74, iters: 8820, time: 1.313) G_GAN: 6.732 G_GAN_Feat: 22.113 G_VGG: 10.654 GT_GAN: 5.527 GT_GAN_Feat: 71.798 F_Flow: 51.141 F_Warp: 8.086 W: 5.758 D_real: 0.000 DT_real: 0.001 DT_fake: 0.000 
saving the latest model (epoch 74, total_steps 738000)
(epoch: 74, iters: 9120, time: 1.309) G_GAN: 7.264 G_GAN_Feat: 22.791 G_VGG: 10.744 GT_GAN: 7.646 GT_GAN_Feat: 74.382 F_Flow: 44.137 F_Warp: 8.890 W: 5.275 D_real: 0.000 D_fake: 0.000 
(epoch: 74, iters: 9420, time: 1.309) G_GAN: 9.138 G_GAN_Feat: 22.197 G_VGG: 10.833 GT_GAN: 7.823 GT_GAN_Feat: 74.931 F_Flow: 46.179 F_Warp: 8.306 W: 5.407 D_real: 0.000 
(epoch: 74, iters: 9720, time: 1.312) G_GAN: 9.372 G_GAN_Feat: 22.177 G_VGG: 10.703 GT_GAN: 6.232 GT_GAN_Feat: 76.676 F_Flow: 55.493 F_Warp: 8.403 W: 5.601 D_fake: 0.000 DT_fake: 0.000 
End of epoch 74 / 100 	 Time Taken: 13708 sec
(epoch: 75, iters: 60, time: 1.624) G_GAN: 8.957 G_GAN_Feat: 22.542 G_VGG: 11.493 GT_GAN: 5.457 GT_GAN_Feat: 78.257 F_Flow: 54.020 F_Warp: 8.979 W: 6.190 DT_real: 0.001 
(epoch: 75, iters: 360, time: 1.348) G_GAN: 7.951 G_GAN_Feat: 21.652 G_VGG: 10.401 GT_GAN: 1.780 GT_GAN_Feat: 73.732 F_Flow: 51.527 F_Warp: 8.470 W: 6.298 D_real: 0.000 D_fake: 0.000 DT_fake: 0.000 
(epoch: 75, iters: 660, time: 1.319) G_GAN: 7.039 G_GAN_Feat: 20.496 G_VGG: 9.625 GT_GAN: 0.422 GT_GAN_Feat: 66.365 F_Flow: 49.603 F_Warp: 7.776 W: 6.724 D_real: 0.000 D_fake: 0.000 DT_fake: 0.000 
(epoch: 75, iters: 960, time: 1.313) G_GAN: 8.186 G_GAN_Feat: 21.629 G_VGG: 10.003 GT_GAN: 1.876 GT_GAN_Feat: 80.335 F_Flow: 48.050 F_Warp: 9.354 W: 5.837 D_real: 0.000 D_fake: 0.000 DT_fake: 0.000 
(epoch: 75, iters: 1260, time: 1.323) G_GAN: 8.036 G_GAN_Feat: 21.884 G_VGG: 10.809 GT_GAN: 7.689 GT_GAN_Feat: 76.731 F_Flow: 53.982 F_Warp: 8.886 W: 5.558 D_real: 0.000 DT_real: 0.002 
(epoch: 75, iters: 1560, time: 1.329) G_GAN: 7.663 G_GAN_Feat: 22.343 G_VGG: 10.736 GT_GAN: 3.369 GT_GAN_Feat: 81.653 F_Flow: 49.441 F_Warp: 9.445 W: 5.337 D_real: 0.000 DT_real: 0.000 
(epoch: 75, iters: 1860, time: 1.320) G_GAN: 7.393 G_GAN_Feat: 21.983 G_VGG: 10.846 GT_GAN: 1.998 GT_GAN_Feat: 77.325 F_Flow: 49.872 F_Warp: 9.173 W: 5.607 
saving the latest model (epoch 75, total_steps 741000)
(epoch: 75, iters: 2160, time: 1.322) G_GAN: 6.499 G_GAN_Feat: 21.806 G_VGG: 10.958 GT_GAN: 2.042 GT_GAN_Feat: 79.212 F_Flow: 58.614 F_Warp: 9.547 W: 5.341 DT_real: 0.000 
(epoch: 75, iters: 2460, time: 1.324) G_GAN: 6.938 G_GAN_Feat: 21.871 G_VGG: 11.109 GT_GAN: 2.948 GT_GAN_Feat: 79.292 F_Flow: 53.076 F_Warp: 9.379 W: 5.721 D_real: 0.000 DT_real: 0.000 
(epoch: 75, iters: 2760, time: 1.318) G_GAN: 6.445 G_GAN_Feat: 21.249 G_VGG: 11.212 GT_GAN: 1.928 GT_GAN_Feat: 76.466 F_Flow: 54.615 F_Warp: 9.311 W: 5.488 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
(epoch: 75, iters: 3060, time: 1.321) G_GAN: 6.588 G_GAN_Feat: 21.464 G_VGG: 11.192 GT_GAN: 2.148 GT_GAN_Feat: 77.264 F_Flow: 55.957 F_Warp: 9.104 W: 5.257 D_real: 0.000 D_fake: 0.000 
(epoch: 75, iters: 3360, time: 1.319) G_GAN: 8.688 G_GAN_Feat: 21.581 G_VGG: 10.199 GT_GAN: 8.191 GT_GAN_Feat: 77.127 F_Flow: 56.551 F_Warp: 9.602 W: 5.593 D_real: 0.000 DT_fake: 0.001 
(epoch: 75, iters: 3660, time: 1.315) G_GAN: 8.326 G_GAN_Feat: 22.927 G_VGG: 10.628 GT_GAN: 6.080 GT_GAN_Feat: 79.157 F_Flow: 47.749 F_Warp: 9.717 W: 5.193 DT_real: 0.000 
(epoch: 75, iters: 3960, time: 1.318) G_GAN: 9.027 G_GAN_Feat: 23.398 G_VGG: 10.977 GT_GAN: 3.940 GT_GAN_Feat: 76.308 F_Flow: 59.211 F_Warp: 9.668 W: 5.480 D_real: 0.000 DT_real: 0.000 
(epoch: 75, iters: 4260, time: 1.320) G_GAN: 8.378 G_GAN_Feat: 23.096 G_VGG: 11.555 GT_GAN: 7.199 GT_GAN_Feat: 81.476 F_Flow: 56.433 F_Warp: 10.035 W: 6.362 DT_real: 0.001 DT_fake: 0.028 
(epoch: 75, iters: 4560, time: 1.317) G_GAN: 9.538 G_GAN_Feat: 24.223 G_VGG: 11.424 GT_GAN: 5.104 GT_GAN_Feat: 81.711 F_Flow: 52.160 F_Warp: 9.602 W: 5.344 D_real: 0.000 DT_real: 0.000 DT_fake: 0.002 
(epoch: 75, iters: 4860, time: 1.322) G_GAN: 10.479 G_GAN_Feat: 23.839 G_VGG: 12.126 GT_GAN: 2.052 GT_GAN_Feat: 83.445 F_Flow: 47.369 F_Warp: 10.254 W: 4.882 D_real: 0.008 DT_real: 0.000 
saving the latest model (epoch 75, total_steps 744000)
(epoch: 75, iters: 5160, time: 1.324) G_GAN: 8.472 G_GAN_Feat: 24.072 G_VGG: 12.290 GT_GAN: 4.730 GT_GAN_Feat: 81.238 F_Flow: 49.805 F_Warp: 10.131 W: 5.394 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
(epoch: 75, iters: 5460, time: 1.322) G_GAN: 10.161 G_GAN_Feat: 24.376 G_VGG: 12.049 GT_GAN: 3.159 GT_GAN_Feat: 81.559 F_Flow: 52.803 F_Warp: 10.320 W: 4.961 DT_real: 0.000 
(epoch: 75, iters: 5760, time: 1.322) G_GAN: 9.769 G_GAN_Feat: 24.761 G_VGG: 12.275 GT_GAN: 4.429 GT_GAN_Feat: 83.274 F_Flow: 48.301 F_Warp: 10.399 W: 4.671 D_real: 0.000 
(epoch: 75, iters: 6060, time: 1.313) G_GAN: 9.303 G_GAN_Feat: 24.904 G_VGG: 12.464 GT_GAN: 6.380 GT_GAN_Feat: 82.315 F_Flow: 47.720 F_Warp: 10.215 W: 4.386 D_real: 0.000 D_fake: 0.000 
(epoch: 75, iters: 6360, time: 1.332) G_GAN: 9.314 G_GAN_Feat: 23.990 G_VGG: 11.221 GT_GAN: 19.411 GT_GAN_Feat: 75.149 F_Flow: 55.862 F_Warp: 9.237 W: 4.877 DT_real: 0.000 DT_fake: 0.000 
(epoch: 75, iters: 6660, time: 1.319) G_GAN: 7.399 G_GAN_Feat: 23.889 G_VGG: 12.707 GT_GAN: 14.853 GT_GAN_Feat: 77.840 F_Flow: 56.088 F_Warp: 9.269 W: 5.031 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
(epoch: 75, iters: 6960, time: 1.319) G_GAN: 6.995 G_GAN_Feat: 23.688 G_VGG: 12.553 GT_GAN: 13.817 GT_GAN_Feat: 79.254 F_Flow: 50.584 F_Warp: 9.552 W: 4.910 D_fake: 0.000 
(epoch: 75, iters: 7260, time: 1.309) G_GAN: 6.836 G_GAN_Feat: 23.998 G_VGG: 12.506 GT_GAN: 14.186 GT_GAN_Feat: 78.560 F_Flow: 47.781 F_Warp: 9.351 W: 4.981 D_fake: 0.000 DT_real: 0.000 
(epoch: 75, iters: 7560, time: 1.324) G_GAN: 6.852 G_GAN_Feat: 23.844 G_VGG: 12.544 GT_GAN: 11.710 GT_GAN_Feat: 75.412 F_Flow: 50.411 F_Warp: 8.902 W: 5.183 D_real: 0.000 D_fake: 0.000 DT_real: 0.005 
(epoch: 75, iters: 7860, time: 1.313) G_GAN: 7.184 G_GAN_Feat: 23.685 G_VGG: 11.987 GT_GAN: 11.079 GT_GAN_Feat: 78.116 F_Flow: 52.834 F_Warp: 9.236 W: 5.098 DT_real: 0.000 
saving the latest model (epoch 75, total_steps 747000)
(epoch: 75, iters: 8160, time: 1.313) G_GAN: 8.181 G_GAN_Feat: 24.418 G_VGG: 12.192 GT_GAN: 7.363 GT_GAN_Feat: 82.401 F_Flow: 47.721 F_Warp: 9.679 W: 4.898 
(epoch: 75, iters: 8460, time: 1.322) G_GAN: 8.050 G_GAN_Feat: 24.332 G_VGG: 12.638 GT_GAN: 6.187 GT_GAN_Feat: 80.966 F_Flow: 50.718 F_Warp: 9.659 W: 4.904 DT_real: 0.000 
(epoch: 75, iters: 8760, time: 1.322) G_GAN: 8.188 G_GAN_Feat: 24.035 G_VGG: 12.524 GT_GAN: 9.379 GT_GAN_Feat: 78.586 F_Flow: 52.654 F_Warp: 9.608 W: 4.989 DT_fake: 0.000 
(epoch: 75, iters: 9060, time: 1.317) G_GAN: 7.005 G_GAN_Feat: 23.718 G_VGG: 12.262 GT_GAN: 7.212 GT_GAN_Feat: 78.139 F_Flow: 50.431 F_Warp: 9.085 W: 5.012 D_fake: 0.000 DT_real: 0.000 
(epoch: 75, iters: 9360, time: 1.306) G_GAN: 8.091 G_GAN_Feat: 23.599 G_VGG: 12.555 GT_GAN: 3.342 GT_GAN_Feat: 76.640 F_Flow: 53.515 F_Warp: 9.135 W: 5.048 
(epoch: 75, iters: 9660, time: 1.313) G_GAN: 8.273 G_GAN_Feat: 23.856 G_VGG: 12.607 GT_GAN: 10.443 GT_GAN_Feat: 76.707 F_Flow: 52.599 F_Warp: 9.061 W: 5.302 DT_real: 0.000 
(epoch: 75, iters: 9960, time: 1.309) G_GAN: 7.627 G_GAN_Feat: 24.095 G_VGG: 12.621 GT_GAN: 6.074 GT_GAN_Feat: 76.880 F_Flow: 48.963 F_Warp: 9.619 W: 4.758 D_fake: 0.000 DT_fake: 0.000 
End of epoch 75 / 100 	 Time Taken: 13727 sec
saving the model at the end of epoch 75, iters 749100
(epoch: 76, iters: 300, time: 1.415) G_GAN: 7.433 G_GAN_Feat: 23.507 G_VGG: 12.240 GT_GAN: 13.577 GT_GAN_Feat: 78.581 F_Flow: 48.420 F_Warp: 9.698 W: 4.403 D_real: 0.000 
(epoch: 76, iters: 600, time: 1.319) G_GAN: 9.230 G_GAN_Feat: 24.156 G_VGG: 12.384 GT_GAN: 8.410 GT_GAN_Feat: 80.559 F_Flow: 52.246 F_Warp: 10.134 W: 4.951 DT_real: 0.001 DT_fake: 0.000 
(epoch: 76, iters: 900, time: 1.320) G_GAN: 8.822 G_GAN_Feat: 23.891 G_VGG: 12.840 GT_GAN: 7.413 GT_GAN_Feat: 79.989 F_Flow: 53.368 F_Warp: 10.078 W: 4.838 DT_real: 0.000 
saving the latest model (epoch 76, total_steps 750000)
(epoch: 76, iters: 1200, time: 1.316) G_GAN: 8.018 G_GAN_Feat: 24.028 G_VGG: 12.558 GT_GAN: 8.146 GT_GAN_Feat: 79.213 F_Flow: 61.512 F_Warp: 10.070 W: 4.827 
(epoch: 76, iters: 1500, time: 1.332) G_GAN: 8.134 G_GAN_Feat: 23.849 G_VGG: 12.162 GT_GAN: 3.995 GT_GAN_Feat: 79.907 F_Flow: 48.295 F_Warp: 10.106 W: 4.845 DT_real: 0.000 
(epoch: 76, iters: 1800, time: 1.328) G_GAN: 8.353 G_GAN_Feat: 23.930 G_VGG: 12.473 GT_GAN: 5.381 GT_GAN_Feat: 78.745 F_Flow: 49.915 F_Warp: 9.932 W: 4.656 D_fake: 0.000 DT_real: 0.000 
(epoch: 76, iters: 2100, time: 1.317) G_GAN: 7.699 G_GAN_Feat: 23.931 G_VGG: 12.364 GT_GAN: 6.026 GT_GAN_Feat: 78.443 F_Flow: 54.128 F_Warp: 10.191 W: 4.530 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
(epoch: 76, iters: 2400, time: 1.322) G_GAN: 5.909 G_GAN_Feat: 22.524 G_VGG: 11.520 GT_GAN: 10.641 GT_GAN_Feat: 68.350 F_Flow: 52.284 F_Warp: 8.377 W: 4.744 D_fake: 0.000 DT_real: 0.000 DT_fake: 0.000 
(epoch: 76, iters: 2700, time: 1.325) G_GAN: 8.143 G_GAN_Feat: 23.178 G_VGG: 12.206 GT_GAN: 9.633 GT_GAN_Feat: 71.629 F_Flow: 54.130 F_Warp: 8.623 W: 5.216 D_real: 0.000 DT_real: 0.001 DT_fake: 0.000 
(epoch: 76, iters: 3000, time: 1.318) G_GAN: 7.618 G_GAN_Feat: 23.229 G_VGG: 12.746 GT_GAN: 12.575 GT_GAN_Feat: 73.511 F_Flow: 45.073 F_Warp: 8.643 W: 5.135 DT_real: 0.000 
(epoch: 76, iters: 3300, time: 1.304) G_GAN: 6.487 G_GAN_Feat: 23.415 G_VGG: 13.086 GT_GAN: 13.518 GT_GAN_Feat: 76.107 F_Flow: 47.387 F_Warp: 9.105 W: 5.044 
(epoch: 76, iters: 3600, time: 1.320) G_GAN: 7.395 G_GAN_Feat: 23.588 G_VGG: 12.841 GT_GAN: 8.909 GT_GAN_Feat: 78.891 F_Flow: 50.829 F_Warp: 9.502 W: 4.913 DT_real: 0.000 
(epoch: 76, iters: 3900, time: 1.311) G_GAN: 9.675 G_GAN_Feat: 26.249 G_VGG: 12.433 GT_GAN: 4.480 GT_GAN_Feat: 77.401 F_Flow: 47.016 F_Warp: 9.993 W: 4.627 D_real: 0.000 DT_real: 0.000 
saving the latest model (epoch 76, total_steps 753000)
(epoch: 76, iters: 4200, time: 1.317) G_GAN: 7.811 G_GAN_Feat: 25.151 G_VGG: 12.656 GT_GAN: 10.158 GT_GAN_Feat: 79.428 F_Flow: 53.126 F_Warp: 10.421 W: 5.038 D_real: 0.001 D_fake: 0.000 
(epoch: 76, iters: 4500, time: 1.324) G_GAN: 8.192 G_GAN_Feat: 23.996 G_VGG: 12.607 GT_GAN: 8.920 GT_GAN_Feat: 76.798 F_Flow: 54.802 F_Warp: 9.562 W: 4.846 D_real: 0.000 D_fake: 0.000 
(epoch: 76, iters: 4800, time: 1.326) G_GAN: 8.923 G_GAN_Feat: 24.421 G_VGG: 13.415 GT_GAN: 11.618 GT_GAN_Feat: 78.309 F_Flow: 61.010 F_Warp: 9.769 W: 5.203 D_real: 0.000 
(epoch: 76, iters: 5100, time: 1.313) G_GAN: 7.646 G_GAN_Feat: 24.419 G_VGG: 13.704 GT_GAN: 13.670 GT_GAN_Feat: 80.281 F_Flow: 54.345 F_Warp: 9.710 W: 4.916 D_real: 0.000 
(epoch: 76, iters: 5400, time: 1.309) G_GAN: 6.810 G_GAN_Feat: 24.475 G_VGG: 13.628 GT_GAN: 13.383 GT_GAN_Feat: 77.645 F_Flow: 50.028 F_Warp: 9.654 W: 4.798 D_real: 0.000 D_fake: 0.000 DT_real: 0.000 
(epoch: 76, iters: 5700, time: 1.315) G_GAN: 7.305 G_GAN_Feat: 24.609 G_VGG: 13.517 GT_GAN: 8.770 GT_GAN_Feat: 79.540 F_Flow: 51.387 F_Warp: 9.129 W: 4.914 D_real: 0.000 DT_real: 0.001 DT_fake: 0.000 
(epoch: 76, iters: 6000, time: 1.312) G_GAN: 9.942 G_GAN_Feat: 24.621 G_VGG: 12.222 GT_GAN: 9.240 GT_GAN_Feat: 79.407 F_Flow: 57.940 F_Warp: 10.278 W: 4.976 D_real: 0.000 
(epoch: 76, iters: 6300, time: 1.310) G_GAN: 6.974 G_GAN_Feat: 24.014 G_VGG: 14.167 GT_GAN: 11.230 GT_GAN_Feat: 79.226 F_Flow: 65.972 F_Warp: 10.011 W: 5.192 D_real: 0.001 D_fake: 0.000 
(epoch: 76, iters: 6600, time: 1.318) G_GAN: 6.025 G_GAN_Feat: 24.368 G_VGG: 14.298 GT_GAN: 15.016 GT_GAN_Feat: 77.723 F_Flow: 52.993 F_Warp: 9.735 W: 5.194 D_fake: 0.001 DT_real: 0.000 
(epoch: 76, iters: 6900, time: 1.315) G_GAN: 6.621 G_GAN_Feat: 24.223 G_VGG: 14.257 GT_GAN: 13.153 GT_GAN_Feat: 76.196 F_Flow: 46.242 F_Warp: 9.314 W: 4.726 D_real: 0.000 
saving the latest model (epoch 76, total_steps 756000)
(epoch: 76, iters: 7200, time: 1.314) G_GAN: 6.818 G_GAN_Feat: 24.404 G_VGG: 14.052 GT_GAN: 12.153 GT_GAN_Feat: 78.814 F_Flow: 48.117 F_Warp: 9.493 W: 4.887 D_fake: 0.000 
(epoch: 76, iters: 7500, time: 1.314) G_GAN: 5.272 G_GAN_Feat: 22.375 G_VGG: 13.870 GT_GAN: 14.179 GT_GAN_Feat: 70.140 F_Flow: 58.326 F_Warp: 8.274 W: 5.493 D_real: 0.000 D_fake: 0.001 DT_real: 0.002 DT_fake: 0.001 
(epoch: 76, iters: 7800, time: 1.321) G_GAN: 9.225 G_GAN_Feat: 24.396 G_VGG: 12.967 GT_GAN: 9.385 GT_GAN_Feat: 74.141 F_Flow: 55.197 F_Warp: 9.442 W: 4.911 D_real: 0.000 DT_real: 0.000 
(epoch: 76, iters: 8100, time: 1.320) G_GAN: 10.310 G_GAN_Feat: 24.579 G_VGG: 14.231 GT_GAN: 12.612 GT_GAN_Feat: 83.294 F_Flow: 49.477 F_Warp: 10.573 W: 5.035 D_real: 0.000 
(epoch: 76, iters: 8400, time: 1.326) G_GAN: 9.670 G_GAN_Feat: 24.800 G_VGG: 14.845 GT_GAN: 13.169 GT_GAN_Feat: 84.893 F_Flow: 53.505 F_Warp: 10.745 W: 4.797 D_real: 0.000 
================ Training Loss (Mon Jan  6 23:38:03 2020) ================
network loaded from ./checkpoints/face/latest_net_G.pth
network loaded from ./checkpoints/face/latest_net_D.pth
network loaded from ./checkpoints/face/latest_net_DT.pth
(epoch: 76, iters: 7200, time: 0.255) G_GAN: 6.213 G_GAN_Feat: 12.283 G_VGG: 5.783 GT_GAN: 0.020 GT_GAN_Feat: 33.699 F_Flow: 25.333 F_Warp: 1.293 W: 2.666 D_real: 0.004 D_fake: 0.039 DT_real: 0.006 DT_fake: 0.000 
(epoch: 76, iters: 7500, time: 0.075) G_GAN: 5.563 G_GAN_Feat: 12.178 G_VGG: 5.901 GT_GAN: 0.002 GT_GAN_Feat: 34.280 F_Flow: 27.594 F_Warp: 1.282 W: 2.656 D_fake: 0.047 DT_real: 0.000 DT_fake: 0.000 
(epoch: 76, iters: 7800, time: 0.075) G_GAN: 7.222 G_GAN_Feat: 11.858 G_VGG: 5.573 GT_GAN: 0.001 GT_GAN_Feat: 33.898 F_Flow: 24.791 F_Warp: 1.087 W: 2.384 D_real: 0.004 D_fake: 0.000 DT_real: 0.001 DT_fake: 0.007 
(epoch: 76, iters: 8100, time: 0.074) G_GAN: 6.566 G_GAN_Feat: 11.894 G_VGG: 5.861 GT_GAN_Feat: 34.616 F_Flow: 26.784 F_Warp: 1.142 W: 2.477 D_real: 0.055 D_fake: 0.014 DT_real: 0.001 
(epoch: 76, iters: 8400, time: 0.074) G_GAN: 2.984 G_GAN_Feat: 11.199 G_VGG: 5.425 GT_GAN: 0.000 GT_GAN_Feat: 32.181 F_Flow: 23.441 F_Warp: 1.066 W: 2.282 D_real: 0.000 D_fake: 0.962 DT_real: 0.000 DT_fake: 0.000 
(epoch: 76, iters: 8700, time: 0.075) G_GAN: 7.183 G_GAN_Feat: 11.821 G_VGG: 5.447 GT_GAN_Feat: 34.164 F_Flow: 25.619 F_Warp: 1.041 W: 2.448 D_real: 0.018 D_fake: 0.000 DT_real: 0.000 
(epoch: 76, iters: 9000, time: 0.075) G_GAN: 7.454 G_GAN_Feat: 11.850 G_VGG: 5.452 GT_GAN_Feat: 33.832 F_Flow: 26.663 F_Warp: 1.134 W: 2.438 D_real: 0.008 D_fake: 0.000 
saving the latest model (epoch 76, total_steps 759000)
(epoch: 76, iters: 9300, time: 0.076) G_GAN: 7.359 G_GAN_Feat: 12.171 G_VGG: 5.802 GT_GAN: 0.000 GT_GAN_Feat: 34.551 F_Flow: 26.798 F_Warp: 1.232 W: 2.630 D_real: 0.046 D_fake: 0.006 DT_real: 0.000 DT_fake: 0.000 
(epoch: 76, iters: 9600, time: 0.075) G_GAN: 5.700 G_GAN_Feat: 12.140 G_VGG: 5.795 GT_GAN: 0.000 GT_GAN_Feat: 35.736 F_Flow: 26.411 F_Warp: 1.295 W: 2.654 D_real: 0.015 D_fake: 0.022 DT_fake: 0.001 
(epoch: 76, iters: 9900, time: 0.075) G_GAN: 6.684 G_GAN_Feat: 11.940 G_VGG: 5.497 GT_GAN: 0.003 GT_GAN_Feat: 33.385 F_Flow: 28.155 F_Warp: 1.103 W: 2.477 D_real: 0.000 D_fake: 0.002 DT_real: 0.002 
End of epoch 76 / 100 	 Time Taken: 446 sec
(epoch: 77, iters: 240, time: 0.145) G_GAN: 6.160 G_GAN_Feat: 11.657 G_VGG: 5.353 GT_GAN: 0.001 GT_GAN_Feat: 34.069 F_Flow: 26.619 F_Warp: 1.022 W: 2.322 D_real: 0.012 D_fake: 0.001 DT_real: 0.000