================ Training Loss (Sun Apr 19 12:26:39 2020) ================ (epoch: 1, iters: 400, time: 0.075) G_GAN: -0.149 G_GAN_Feat: 2.780 G_ID: 1.016 G_Rec: 0.992 D_GP: 0.019 D_real: 0.583 D_fake: 1.174 (epoch: 1, iters: 800, time: 0.063) G_GAN: -0.172 G_GAN_Feat: 2.544 G_ID: 0.748 G_Rec: 1.044 D_GP: 0.031 D_real: 0.281 D_fake: 1.176 (epoch: 1, iters: 1200, time: 0.063) G_GAN: 0.689 G_GAN_Feat: 2.089 G_ID: 1.005 G_Rec: 0.932 D_GP: 0.028 D_real: 1.355 D_fake: 0.362 (epoch: 1, iters: 1600, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 1.997 G_ID: 0.609 G_Rec: 0.903 D_GP: 0.028 D_real: 1.281 D_fake: 0.633 (epoch: 1, iters: 2000, time: 0.063) G_GAN: 0.175 G_GAN_Feat: 1.587 G_ID: 0.981 G_Rec: 0.788 D_GP: 0.017 D_real: 0.824 D_fake: 0.841 (epoch: 1, iters: 2400, time: 0.063) G_GAN: 0.010 G_GAN_Feat: 1.704 G_ID: 0.563 G_Rec: 0.708 D_GP: 0.034 D_real: 0.683 D_fake: 0.991 (epoch: 1, iters: 2800, time: 0.063) G_GAN: 0.335 G_GAN_Feat: 1.430 G_ID: 0.991 G_Rec: 0.668 D_GP: 0.022 D_real: 1.130 D_fake: 0.671 (epoch: 1, iters: 3200, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 1.707 G_ID: 0.592 G_Rec: 0.958 D_GP: 0.050 D_real: 0.967 D_fake: 0.883 (epoch: 1, iters: 3600, time: 0.063) G_GAN: -0.091 G_GAN_Feat: 1.385 G_ID: 0.983 G_Rec: 0.648 D_GP: 0.020 D_real: 0.696 D_fake: 1.091 (epoch: 1, iters: 4000, time: 0.063) G_GAN: 0.290 G_GAN_Feat: 1.444 G_ID: 0.584 G_Rec: 0.722 D_GP: 0.040 D_real: 0.886 D_fake: 0.713 (epoch: 1, iters: 4400, time: 0.063) G_GAN: -0.082 G_GAN_Feat: 1.536 G_ID: 0.997 G_Rec: 0.635 D_GP: 0.044 D_real: 0.781 D_fake: 1.082 (epoch: 1, iters: 4800, time: 0.064) G_GAN: -0.138 G_GAN_Feat: 1.452 G_ID: 0.654 G_Rec: 0.626 D_GP: 0.053 D_real: 0.733 D_fake: 1.138 (epoch: 1, iters: 5200, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 1.153 G_ID: 1.004 G_Rec: 0.532 D_GP: 0.031 D_real: 0.769 D_fake: 0.990 (epoch: 1, iters: 5600, time: 0.063) G_GAN: -0.038 G_GAN_Feat: 1.194 G_ID: 0.619 G_Rec: 0.553 D_GP: 0.036 D_real: 0.926 D_fake: 1.040 (epoch: 1, iters: 6000, time: 0.063) G_GAN: -0.102 G_GAN_Feat: 1.214 G_ID: 0.981 G_Rec: 0.904 D_GP: 0.056 D_real: 0.589 D_fake: 1.102 (epoch: 1, iters: 6400, time: 0.064) G_GAN: 0.025 G_GAN_Feat: 1.220 G_ID: 0.544 G_Rec: 0.605 D_GP: 0.037 D_real: 0.987 D_fake: 0.975 (epoch: 1, iters: 6800, time: 0.063) G_GAN: 0.309 G_GAN_Feat: 1.110 G_ID: 1.040 G_Rec: 0.548 D_GP: 0.027 D_real: 1.106 D_fake: 0.695 (epoch: 1, iters: 7200, time: 0.064) G_GAN: -0.014 G_GAN_Feat: 1.094 G_ID: 0.531 G_Rec: 0.562 D_GP: 0.036 D_real: 0.868 D_fake: 1.015 (epoch: 1, iters: 7600, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 1.040 G_ID: 1.029 G_Rec: 0.685 D_GP: 0.026 D_real: 0.821 D_fake: 0.964 (epoch: 1, iters: 8000, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 1.039 G_ID: 0.552 G_Rec: 0.505 D_GP: 0.035 D_real: 0.922 D_fake: 0.888 (epoch: 1, iters: 8400, time: 0.063) G_GAN: 0.206 G_GAN_Feat: 1.051 G_ID: 0.967 G_Rec: 0.502 D_GP: 0.034 D_real: 1.008 D_fake: 0.796 (epoch: 2, iters: 192, time: 0.063) G_GAN: 0.444 G_GAN_Feat: 0.948 G_ID: 0.473 G_Rec: 1.017 D_GP: 0.013 D_real: 1.357 D_fake: 0.582 (epoch: 2, iters: 592, time: 0.063) G_GAN: 0.275 G_GAN_Feat: 1.016 G_ID: 0.997 G_Rec: 0.490 D_GP: 0.030 D_real: 1.145 D_fake: 0.727 (epoch: 2, iters: 992, time: 0.064) G_GAN: -0.031 G_GAN_Feat: 1.141 G_ID: 0.524 G_Rec: 0.510 D_GP: 0.041 D_real: 0.697 D_fake: 1.032 (epoch: 2, iters: 1392, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 1.060 G_ID: 1.025 G_Rec: 0.422 D_GP: 0.053 D_real: 1.016 D_fake: 0.677 (epoch: 2, iters: 1792, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.843 G_ID: 0.505 G_Rec: 0.653 D_GP: 0.013 D_real: 1.128 D_fake: 0.803 (epoch: 2, iters: 2192, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.990 G_ID: 0.992 G_Rec: 0.692 D_GP: 0.039 D_real: 0.982 D_fake: 0.745 (epoch: 2, iters: 2592, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 1.025 G_ID: 0.453 G_Rec: 0.583 D_GP: 0.048 D_real: 0.910 D_fake: 0.914 (epoch: 2, iters: 2992, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 1.077 G_ID: 0.993 G_Rec: 0.510 D_GP: 0.073 D_real: 0.690 D_fake: 0.865 (epoch: 2, iters: 3392, time: 0.064) G_GAN: -0.145 G_GAN_Feat: 0.977 G_ID: 0.442 G_Rec: 0.431 D_GP: 0.046 D_real: 0.611 D_fake: 1.145 (epoch: 2, iters: 3792, time: 0.064) G_GAN: 0.089 G_GAN_Feat: 0.892 G_ID: 1.006 G_Rec: 0.590 D_GP: 0.020 D_real: 1.005 D_fake: 0.915 (epoch: 2, iters: 4192, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.993 G_ID: 0.551 G_Rec: 0.589 D_GP: 0.040 D_real: 1.031 D_fake: 0.817 (epoch: 2, iters: 4592, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.996 G_ID: 0.995 G_Rec: 0.517 D_GP: 0.061 D_real: 1.158 D_fake: 0.614 (epoch: 2, iters: 4992, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 1.101 G_ID: 0.477 G_Rec: 0.843 D_GP: 0.041 D_real: 1.131 D_fake: 0.661 (epoch: 2, iters: 5392, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.819 G_ID: 0.987 G_Rec: 0.398 D_GP: 0.034 D_real: 0.857 D_fake: 0.898 (epoch: 2, iters: 5792, time: 0.064) G_GAN: 0.028 G_GAN_Feat: 0.885 G_ID: 0.463 G_Rec: 0.489 D_GP: 0.022 D_real: 0.821 D_fake: 0.973 (epoch: 2, iters: 6192, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.875 G_ID: 1.003 G_Rec: 0.398 D_GP: 0.045 D_real: 0.997 D_fake: 0.800 (epoch: 2, iters: 6592, time: 0.064) G_GAN: -0.040 G_GAN_Feat: 0.904 G_ID: 0.454 G_Rec: 0.434 D_GP: 0.031 D_real: 0.754 D_fake: 1.040 (epoch: 2, iters: 6992, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.948 G_ID: 0.934 G_Rec: 0.439 D_GP: 0.054 D_real: 0.975 D_fake: 0.891 (epoch: 2, iters: 7392, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 1.029 G_ID: 0.501 G_Rec: 0.452 D_GP: 0.061 D_real: 0.894 D_fake: 0.682 (epoch: 2, iters: 7792, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.882 G_ID: 1.016 G_Rec: 0.476 D_GP: 0.039 D_real: 0.923 D_fake: 0.820 (epoch: 2, iters: 8192, time: 0.064) G_GAN: 0.004 G_GAN_Feat: 0.991 G_ID: 0.541 G_Rec: 0.780 D_GP: 0.045 D_real: 0.800 D_fake: 0.996 (epoch: 2, iters: 8592, time: 0.064) G_GAN: -0.001 G_GAN_Feat: 0.880 G_ID: 1.019 G_Rec: 0.499 D_GP: 0.029 D_real: 0.743 D_fake: 1.001 (epoch: 3, iters: 384, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 1.037 G_ID: 0.490 G_Rec: 0.696 D_GP: 0.038 D_real: 0.917 D_fake: 0.837 (epoch: 3, iters: 784, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.865 G_ID: 0.990 G_Rec: 0.409 D_GP: 0.049 D_real: 0.909 D_fake: 0.849 (epoch: 3, iters: 1184, time: 0.064) G_GAN: -0.022 G_GAN_Feat: 0.814 G_ID: 0.442 G_Rec: 0.457 D_GP: 0.024 D_real: 0.774 D_fake: 1.022 (epoch: 3, iters: 1584, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.892 G_ID: 0.994 G_Rec: 0.673 D_GP: 0.037 D_real: 1.000 D_fake: 0.773 (epoch: 3, iters: 1984, time: 0.064) G_GAN: -0.190 G_GAN_Feat: 0.847 G_ID: 0.463 G_Rec: 0.375 D_GP: 0.026 D_real: 0.596 D_fake: 1.190 (epoch: 3, iters: 2384, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 0.909 G_ID: 0.992 G_Rec: 0.464 D_GP: 0.032 D_real: 1.266 D_fake: 0.577 (epoch: 3, iters: 2784, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.958 G_ID: 0.524 G_Rec: 0.490 D_GP: 0.068 D_real: 1.151 D_fake: 0.641 (epoch: 3, iters: 3184, time: 0.064) G_GAN: 0.120 G_GAN_Feat: 0.720 G_ID: 0.971 G_Rec: 0.545 D_GP: 0.013 D_real: 1.015 D_fake: 0.881 (epoch: 3, iters: 3584, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.940 G_ID: 0.439 G_Rec: 0.497 D_GP: 0.041 D_real: 0.908 D_fake: 0.883 (epoch: 3, iters: 3984, time: 0.064) G_GAN: 0.032 G_GAN_Feat: 0.903 G_ID: 0.975 G_Rec: 0.459 D_GP: 0.043 D_real: 0.848 D_fake: 0.969 (epoch: 3, iters: 4384, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.898 G_ID: 0.422 G_Rec: 0.481 D_GP: 0.035 D_real: 0.877 D_fake: 0.838 (epoch: 3, iters: 4784, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 1.111 G_ID: 0.994 G_Rec: 0.512 D_GP: 0.060 D_real: 0.630 D_fake: 0.920 (epoch: 3, iters: 5184, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.968 G_ID: 0.462 G_Rec: 0.464 D_GP: 0.066 D_real: 0.938 D_fake: 0.728 (epoch: 3, iters: 5584, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 1.039 G_ID: 0.982 G_Rec: 0.621 D_GP: 0.054 D_real: 0.672 D_fake: 0.960 (epoch: 3, iters: 5984, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.823 G_ID: 0.424 G_Rec: 0.445 D_GP: 0.035 D_real: 0.974 D_fake: 0.779 (epoch: 3, iters: 6384, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.915 G_ID: 1.007 G_Rec: 0.432 D_GP: 0.078 D_real: 1.004 D_fake: 0.696 (epoch: 3, iters: 6784, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 1.005 G_ID: 0.473 G_Rec: 0.534 D_GP: 0.046 D_real: 1.028 D_fake: 0.785 (epoch: 3, iters: 7184, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.943 G_ID: 0.988 G_Rec: 0.523 D_GP: 0.039 D_real: 1.083 D_fake: 0.738 (epoch: 3, iters: 7584, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.810 G_ID: 0.444 G_Rec: 0.395 D_GP: 0.021 D_real: 1.115 D_fake: 0.681 (epoch: 3, iters: 7984, time: 0.064) G_GAN: 0.067 G_GAN_Feat: 0.844 G_ID: 0.998 G_Rec: 0.445 D_GP: 0.029 D_real: 0.793 D_fake: 0.933 (epoch: 3, iters: 8384, time: 0.064) G_GAN: 0.103 G_GAN_Feat: 0.967 G_ID: 0.420 G_Rec: 0.580 D_GP: 0.051 D_real: 0.858 D_fake: 0.897 (epoch: 4, iters: 176, time: 0.064) G_GAN: 0.051 G_GAN_Feat: 0.797 G_ID: 0.993 G_Rec: 0.374 D_GP: 0.036 D_real: 0.758 D_fake: 0.949 (epoch: 4, iters: 576, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.879 G_ID: 0.526 G_Rec: 0.431 D_GP: 0.037 D_real: 1.062 D_fake: 0.807 (epoch: 4, iters: 976, time: 0.064) G_GAN: -0.062 G_GAN_Feat: 0.940 G_ID: 0.975 G_Rec: 0.481 D_GP: 0.042 D_real: 0.681 D_fake: 1.062 (epoch: 4, iters: 1376, time: 0.064) G_GAN: 0.017 G_GAN_Feat: 0.884 G_ID: 0.461 G_Rec: 0.519 D_GP: 0.022 D_real: 0.939 D_fake: 0.983 (epoch: 4, iters: 1776, time: 0.064) G_GAN: -0.003 G_GAN_Feat: 0.931 G_ID: 1.008 G_Rec: 0.499 D_GP: 0.036 D_real: 0.566 D_fake: 1.003 (epoch: 4, iters: 2176, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.685 G_ID: 0.473 G_Rec: 0.459 D_GP: 0.013 D_real: 0.998 D_fake: 0.870 (epoch: 4, iters: 2576, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.933 G_ID: 0.978 G_Rec: 0.546 D_GP: 0.046 D_real: 0.989 D_fake: 0.751 (epoch: 4, iters: 2976, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.849 G_ID: 0.517 G_Rec: 0.383 D_GP: 0.034 D_real: 1.061 D_fake: 0.753 (epoch: 4, iters: 3376, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.875 G_ID: 1.008 G_Rec: 0.442 D_GP: 0.057 D_real: 0.765 D_fake: 0.924 (epoch: 4, iters: 3776, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.901 G_ID: 0.517 G_Rec: 0.412 D_GP: 0.051 D_real: 1.254 D_fake: 0.484 (epoch: 4, iters: 4176, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.827 G_ID: 0.974 G_Rec: 0.446 D_GP: 0.056 D_real: 0.958 D_fake: 0.849 (epoch: 4, iters: 4576, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.848 G_ID: 0.480 G_Rec: 0.459 D_GP: 0.041 D_real: 1.059 D_fake: 0.829 (epoch: 4, iters: 4976, time: 0.064) G_GAN: 0.527 G_GAN_Feat: 0.867 G_ID: 1.031 G_Rec: 0.513 D_GP: 0.030 D_real: 1.342 D_fake: 0.478 (epoch: 4, iters: 5376, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 1.050 G_ID: 0.511 G_Rec: 0.814 D_GP: 0.044 D_real: 0.877 D_fake: 0.928 (epoch: 4, iters: 5776, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.932 G_ID: 0.976 G_Rec: 0.472 D_GP: 0.052 D_real: 1.108 D_fake: 0.607 (epoch: 4, iters: 6176, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.963 G_ID: 0.456 G_Rec: 0.391 D_GP: 0.068 D_real: 0.705 D_fake: 0.917 (epoch: 4, iters: 6576, time: 0.064) G_GAN: 0.440 G_GAN_Feat: 0.844 G_ID: 0.984 G_Rec: 0.406 D_GP: 0.041 D_real: 1.212 D_fake: 0.563 (epoch: 4, iters: 6976, time: 0.064) G_GAN: -0.016 G_GAN_Feat: 0.989 G_ID: 0.425 G_Rec: 0.501 D_GP: 0.042 D_real: 0.573 D_fake: 1.016 (epoch: 4, iters: 7376, time: 0.064) G_GAN: 0.610 G_GAN_Feat: 0.742 G_ID: 1.012 G_Rec: 0.383 D_GP: 0.023 D_real: 1.441 D_fake: 0.592 (epoch: 4, iters: 7776, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 1.001 G_ID: 0.431 G_Rec: 0.631 D_GP: 0.126 D_real: 0.979 D_fake: 0.770 (epoch: 4, iters: 8176, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.808 G_ID: 0.982 G_Rec: 0.436 D_GP: 0.023 D_real: 0.929 D_fake: 0.870 (epoch: 4, iters: 8576, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.811 G_ID: 0.495 G_Rec: 0.444 D_GP: 0.030 D_real: 1.010 D_fake: 0.794 (epoch: 5, iters: 368, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.792 G_ID: 1.018 G_Rec: 0.649 D_GP: 0.034 D_real: 0.835 D_fake: 0.907 (epoch: 5, iters: 768, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.759 G_ID: 0.467 G_Rec: 0.508 D_GP: 0.025 D_real: 1.117 D_fake: 0.699 (epoch: 5, iters: 1168, time: 0.064) G_GAN: 0.803 G_GAN_Feat: 0.758 G_ID: 0.983 G_Rec: 0.466 D_GP: 0.016 D_real: 1.650 D_fake: 0.218 (epoch: 5, iters: 1568, time: 0.064) G_GAN: -0.000 G_GAN_Feat: 0.901 G_ID: 0.407 G_Rec: 0.419 D_GP: 0.054 D_real: 0.693 D_fake: 1.000 (epoch: 5, iters: 1968, time: 0.064) G_GAN: -0.033 G_GAN_Feat: 0.799 G_ID: 0.979 G_Rec: 0.488 D_GP: 0.037 D_real: 0.805 D_fake: 1.033 (epoch: 5, iters: 2368, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.997 G_ID: 0.475 G_Rec: 0.546 D_GP: 0.074 D_real: 0.752 D_fake: 0.825 (epoch: 5, iters: 2768, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.872 G_ID: 1.023 G_Rec: 0.393 D_GP: 0.042 D_real: 0.813 D_fake: 0.923 (epoch: 5, iters: 3168, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.864 G_ID: 0.402 G_Rec: 0.476 D_GP: 0.031 D_real: 1.038 D_fake: 0.777 (epoch: 5, iters: 3568, time: 0.064) G_GAN: -0.044 G_GAN_Feat: 0.685 G_ID: 1.025 G_Rec: 0.601 D_GP: 0.019 D_real: 0.826 D_fake: 1.046 (epoch: 5, iters: 3968, time: 0.064) G_GAN: 0.006 G_GAN_Feat: 0.925 G_ID: 0.448 G_Rec: 0.388 D_GP: 0.056 D_real: 0.642 D_fake: 0.995 (epoch: 5, iters: 4368, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.798 G_ID: 0.937 G_Rec: 0.651 D_GP: 0.028 D_real: 1.142 D_fake: 0.694 (epoch: 5, iters: 4768, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 1.041 G_ID: 0.532 G_Rec: 0.514 D_GP: 0.072 D_real: 0.750 D_fake: 0.872 (epoch: 5, iters: 5168, time: 0.064) G_GAN: 0.512 G_GAN_Feat: 0.925 G_ID: 0.989 G_Rec: 0.415 D_GP: 0.043 D_real: 1.188 D_fake: 0.525 (epoch: 5, iters: 5568, time: 0.064) G_GAN: 0.149 G_GAN_Feat: 0.895 G_ID: 0.465 G_Rec: 0.568 D_GP: 0.037 D_real: 0.891 D_fake: 0.851 (epoch: 5, iters: 5968, time: 0.064) G_GAN: 0.019 G_GAN_Feat: 0.611 G_ID: 0.964 G_Rec: 0.388 D_GP: 0.015 D_real: 0.985 D_fake: 0.981 (epoch: 5, iters: 6368, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.893 G_ID: 0.479 G_Rec: 0.403 D_GP: 0.035 D_real: 0.899 D_fake: 0.845 (epoch: 5, iters: 6768, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.910 G_ID: 0.979 G_Rec: 0.648 D_GP: 0.033 D_real: 0.962 D_fake: 0.656 (epoch: 5, iters: 7168, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.862 G_ID: 0.464 G_Rec: 0.401 D_GP: 0.053 D_real: 1.161 D_fake: 0.630 (epoch: 5, iters: 7568, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.737 G_ID: 0.993 G_Rec: 0.439 D_GP: 0.023 D_real: 0.973 D_fake: 0.905 (epoch: 5, iters: 7968, time: 0.064) G_GAN: -0.164 G_GAN_Feat: 1.144 G_ID: 0.462 G_Rec: 0.829 D_GP: 0.102 D_real: 0.504 D_fake: 1.164 (epoch: 5, iters: 8368, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.947 G_ID: 1.013 G_Rec: 0.484 D_GP: 0.031 D_real: 1.347 D_fake: 0.682 (epoch: 6, iters: 160, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.823 G_ID: 0.357 G_Rec: 0.430 D_GP: 0.024 D_real: 0.856 D_fake: 0.905 (epoch: 6, iters: 560, time: 0.064) G_GAN: 0.648 G_GAN_Feat: 0.995 G_ID: 1.027 G_Rec: 0.461 D_GP: 0.046 D_real: 1.335 D_fake: 0.393 (epoch: 6, iters: 960, time: 0.064) G_GAN: -0.214 G_GAN_Feat: 0.687 G_ID: 0.403 G_Rec: 0.383 D_GP: 0.027 D_real: 0.612 D_fake: 1.214 (epoch: 6, iters: 1360, time: 0.064) G_GAN: 0.780 G_GAN_Feat: 0.840 G_ID: 1.001 G_Rec: 0.714 D_GP: 0.017 D_real: 1.650 D_fake: 0.497 (epoch: 6, iters: 1760, time: 0.064) G_GAN: -0.160 G_GAN_Feat: 0.776 G_ID: 0.490 G_Rec: 0.380 D_GP: 0.054 D_real: 0.604 D_fake: 1.160 (epoch: 6, iters: 2160, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.840 G_ID: 0.999 G_Rec: 0.646 D_GP: 0.040 D_real: 0.909 D_fake: 0.814 (epoch: 6, iters: 2560, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 1.001 G_ID: 0.480 G_Rec: 0.542 D_GP: 0.041 D_real: 1.250 D_fake: 0.655 (epoch: 6, iters: 2960, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.836 G_ID: 1.003 G_Rec: 0.374 D_GP: 0.042 D_real: 1.029 D_fake: 0.646 (epoch: 6, iters: 3360, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.821 G_ID: 0.502 G_Rec: 0.326 D_GP: 0.045 D_real: 1.002 D_fake: 0.735 (epoch: 6, iters: 3760, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.902 G_ID: 0.987 G_Rec: 0.426 D_GP: 0.028 D_real: 0.842 D_fake: 0.827 (epoch: 6, iters: 4160, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.954 G_ID: 0.518 G_Rec: 0.426 D_GP: 0.057 D_real: 1.052 D_fake: 0.826 (epoch: 6, iters: 4560, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.848 G_ID: 1.003 G_Rec: 0.456 D_GP: 0.036 D_real: 1.084 D_fake: 0.686 (epoch: 6, iters: 4960, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.948 G_ID: 0.395 G_Rec: 0.406 D_GP: 0.053 D_real: 0.904 D_fake: 0.655 (epoch: 6, iters: 5360, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 0.872 G_ID: 0.989 G_Rec: 0.381 D_GP: 0.057 D_real: 0.877 D_fake: 0.915 (epoch: 6, iters: 5760, time: 0.064) G_GAN: 0.513 G_GAN_Feat: 0.791 G_ID: 0.422 G_Rec: 0.381 D_GP: 0.028 D_real: 1.343 D_fake: 0.584 (epoch: 6, iters: 6160, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.814 G_ID: 0.961 G_Rec: 0.363 D_GP: 0.043 D_real: 0.964 D_fake: 0.766 (epoch: 6, iters: 6560, time: 0.064) G_GAN: 0.067 G_GAN_Feat: 0.902 G_ID: 0.409 G_Rec: 0.356 D_GP: 0.079 D_real: 0.765 D_fake: 0.934 (epoch: 6, iters: 6960, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.794 G_ID: 1.007 G_Rec: 0.437 D_GP: 0.030 D_real: 0.954 D_fake: 0.838 (epoch: 6, iters: 7360, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.825 G_ID: 0.403 G_Rec: 0.483 D_GP: 0.036 D_real: 1.022 D_fake: 0.766 (epoch: 6, iters: 7760, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.910 G_ID: 1.008 G_Rec: 0.529 D_GP: 0.050 D_real: 0.708 D_fake: 0.898 (epoch: 6, iters: 8160, time: 0.064) G_GAN: -0.009 G_GAN_Feat: 0.811 G_ID: 0.552 G_Rec: 0.405 D_GP: 0.029 D_real: 0.735 D_fake: 1.010 (epoch: 6, iters: 8560, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.815 G_ID: 0.996 G_Rec: 0.488 D_GP: 0.038 D_real: 0.932 D_fake: 0.840 (epoch: 7, iters: 352, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.824 G_ID: 0.382 G_Rec: 0.375 D_GP: 0.043 D_real: 0.980 D_fake: 0.735 (epoch: 7, iters: 752, time: 0.064) G_GAN: -0.008 G_GAN_Feat: 1.127 G_ID: 0.990 G_Rec: 0.421 D_GP: 0.075 D_real: 0.556 D_fake: 1.008 (epoch: 7, iters: 1152, time: 0.064) G_GAN: -0.149 G_GAN_Feat: 0.800 G_ID: 0.477 G_Rec: 0.490 D_GP: 0.039 D_real: 0.623 D_fake: 1.149 (epoch: 7, iters: 1552, time: 0.064) G_GAN: -0.040 G_GAN_Feat: 0.750 G_ID: 0.952 G_Rec: 0.363 D_GP: 0.043 D_real: 0.831 D_fake: 1.040 (epoch: 7, iters: 1952, time: 0.064) G_GAN: 0.112 G_GAN_Feat: 0.568 G_ID: 0.497 G_Rec: 0.390 D_GP: 0.014 D_real: 1.012 D_fake: 0.888 (epoch: 7, iters: 2352, time: 0.064) G_GAN: 0.066 G_GAN_Feat: 0.783 G_ID: 0.985 G_Rec: 0.380 D_GP: 0.057 D_real: 0.715 D_fake: 0.934 (epoch: 7, iters: 2752, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 0.944 G_ID: 0.549 G_Rec: 0.444 D_GP: 0.068 D_real: 1.279 D_fake: 0.513 (epoch: 7, iters: 3152, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.846 G_ID: 0.973 G_Rec: 0.498 D_GP: 0.054 D_real: 1.202 D_fake: 0.642 (epoch: 7, iters: 3552, time: 0.064) G_GAN: 0.399 G_GAN_Feat: 0.756 G_ID: 0.423 G_Rec: 0.434 D_GP: 0.036 D_real: 1.160 D_fake: 0.602 (epoch: 7, iters: 3952, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.951 G_ID: 0.975 G_Rec: 0.395 D_GP: 0.046 D_real: 0.926 D_fake: 0.639 (epoch: 7, iters: 4352, time: 0.064) G_GAN: -0.003 G_GAN_Feat: 0.828 G_ID: 0.453 G_Rec: 0.400 D_GP: 0.061 D_real: 0.746 D_fake: 1.003 (epoch: 7, iters: 4752, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 1.070 G_ID: 0.940 G_Rec: 0.408 D_GP: 0.147 D_real: 0.538 D_fake: 0.778 (epoch: 7, iters: 5152, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 1.008 G_ID: 0.382 G_Rec: 0.390 D_GP: 0.055 D_real: 0.757 D_fake: 0.707 (epoch: 7, iters: 5552, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 1.161 G_ID: 0.964 G_Rec: 0.361 D_GP: 0.076 D_real: 1.254 D_fake: 0.609 (epoch: 7, iters: 5952, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.850 G_ID: 0.422 G_Rec: 0.444 D_GP: 0.039 D_real: 1.139 D_fake: 0.600 (epoch: 7, iters: 6352, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.854 G_ID: 0.981 G_Rec: 0.423 D_GP: 0.034 D_real: 0.950 D_fake: 0.776 (epoch: 7, iters: 6752, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.887 G_ID: 0.557 G_Rec: 0.399 D_GP: 0.045 D_real: 0.905 D_fake: 0.858 (epoch: 7, iters: 7152, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 1.094 G_ID: 0.967 G_Rec: 0.373 D_GP: 0.099 D_real: 0.565 D_fake: 0.749 (epoch: 7, iters: 7552, time: 0.064) G_GAN: -0.019 G_GAN_Feat: 0.901 G_ID: 0.361 G_Rec: 0.404 D_GP: 0.079 D_real: 0.719 D_fake: 1.019 (epoch: 7, iters: 7952, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.677 G_ID: 0.997 G_Rec: 0.613 D_GP: 0.022 D_real: 1.013 D_fake: 0.808 (epoch: 7, iters: 8352, time: 0.064) G_GAN: -0.009 G_GAN_Feat: 0.767 G_ID: 0.407 G_Rec: 0.358 D_GP: 0.024 D_real: 0.750 D_fake: 1.009 (epoch: 8, iters: 144, time: 0.064) G_GAN: -0.207 G_GAN_Feat: 0.785 G_ID: 0.997 G_Rec: 0.381 D_GP: 0.048 D_real: 0.512 D_fake: 1.207 (epoch: 8, iters: 544, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.886 G_ID: 0.424 G_Rec: 0.372 D_GP: 0.048 D_real: 0.835 D_fake: 0.823 (epoch: 8, iters: 944, time: 0.064) G_GAN: -0.169 G_GAN_Feat: 0.695 G_ID: 0.988 G_Rec: 0.387 D_GP: 0.028 D_real: 0.694 D_fake: 1.169 (epoch: 8, iters: 1344, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.547 G_ID: 0.543 G_Rec: 0.533 D_GP: 0.009 D_real: 1.281 D_fake: 0.615 (epoch: 8, iters: 1744, time: 0.064) G_GAN: -0.024 G_GAN_Feat: 0.543 G_ID: 0.960 G_Rec: 0.428 D_GP: 0.018 D_real: 0.886 D_fake: 1.024 (epoch: 8, iters: 2144, time: 0.064) G_GAN: 0.019 G_GAN_Feat: 0.643 G_ID: 0.377 G_Rec: 0.350 D_GP: 0.056 D_real: 0.778 D_fake: 0.981 (epoch: 8, iters: 2544, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.679 G_ID: 0.968 G_Rec: 0.401 D_GP: 0.026 D_real: 1.266 D_fake: 0.582 (epoch: 8, iters: 2944, time: 0.064) G_GAN: 0.003 G_GAN_Feat: 0.913 G_ID: 0.405 G_Rec: 0.436 D_GP: 0.085 D_real: 0.566 D_fake: 0.997 (epoch: 8, iters: 3344, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 1.116 G_ID: 0.990 G_Rec: 0.471 D_GP: 0.078 D_real: 0.797 D_fake: 0.840 (epoch: 8, iters: 3744, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.842 G_ID: 0.383 G_Rec: 0.394 D_GP: 0.028 D_real: 1.033 D_fake: 0.649 (epoch: 8, iters: 4144, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.814 G_ID: 0.990 G_Rec: 0.360 D_GP: 0.027 D_real: 0.779 D_fake: 0.895 (epoch: 8, iters: 4544, time: 0.064) G_GAN: -0.019 G_GAN_Feat: 0.580 G_ID: 0.418 G_Rec: 0.501 D_GP: 0.019 D_real: 0.810 D_fake: 1.019 (epoch: 8, iters: 4944, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.641 G_ID: 0.969 G_Rec: 0.309 D_GP: 0.038 D_real: 0.999 D_fake: 0.766 (epoch: 8, iters: 5344, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.743 G_ID: 0.434 G_Rec: 0.368 D_GP: 0.068 D_real: 1.013 D_fake: 0.824 (epoch: 8, iters: 5744, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.949 G_ID: 0.951 G_Rec: 0.431 D_GP: 0.079 D_real: 0.675 D_fake: 0.811 (epoch: 8, iters: 6144, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.962 G_ID: 0.364 G_Rec: 0.389 D_GP: 0.076 D_real: 0.698 D_fake: 0.872 (epoch: 8, iters: 6544, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.974 G_ID: 0.984 G_Rec: 0.757 D_GP: 0.088 D_real: 0.624 D_fake: 0.857 (epoch: 8, iters: 6944, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 1.090 G_ID: 0.408 G_Rec: 0.428 D_GP: 0.090 D_real: 1.143 D_fake: 0.606 (epoch: 8, iters: 7344, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.806 G_ID: 0.952 G_Rec: 0.353 D_GP: 0.036 D_real: 0.814 D_fake: 0.849 (epoch: 8, iters: 7744, time: 0.064) G_GAN: 0.004 G_GAN_Feat: 0.896 G_ID: 0.420 G_Rec: 0.344 D_GP: 0.124 D_real: 0.733 D_fake: 0.996 (epoch: 8, iters: 8144, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.627 G_ID: 0.988 G_Rec: 0.394 D_GP: 0.016 D_real: 1.048 D_fake: 0.879 (epoch: 8, iters: 8544, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.891 G_ID: 0.428 G_Rec: 0.387 D_GP: 0.069 D_real: 0.870 D_fake: 0.774 (epoch: 9, iters: 336, time: 0.064) G_GAN: 0.058 G_GAN_Feat: 0.899 G_ID: 0.986 G_Rec: 0.346 D_GP: 0.107 D_real: 0.599 D_fake: 0.942 (epoch: 9, iters: 736, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.970 G_ID: 0.424 G_Rec: 0.330 D_GP: 0.095 D_real: 0.495 D_fake: 0.918 (epoch: 9, iters: 1136, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.625 G_ID: 0.986 G_Rec: 0.412 D_GP: 0.014 D_real: 1.022 D_fake: 0.858 (epoch: 9, iters: 1536, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.768 G_ID: 0.380 G_Rec: 0.401 D_GP: 0.048 D_real: 1.134 D_fake: 0.643 (epoch: 9, iters: 1936, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.872 G_ID: 0.963 G_Rec: 0.369 D_GP: 0.089 D_real: 0.799 D_fake: 0.783 (epoch: 9, iters: 2336, time: 0.064) G_GAN: -0.044 G_GAN_Feat: 0.710 G_ID: 0.437 G_Rec: 0.372 D_GP: 0.036 D_real: 0.717 D_fake: 1.044 (epoch: 9, iters: 2736, time: 0.064) G_GAN: -0.028 G_GAN_Feat: 1.063 G_ID: 0.975 G_Rec: 0.479 D_GP: 0.114 D_real: 0.497 D_fake: 1.028 (epoch: 9, iters: 3136, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.662 G_ID: 0.463 G_Rec: 0.388 D_GP: 0.028 D_real: 1.080 D_fake: 0.753 (epoch: 9, iters: 3536, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.589 G_ID: 0.967 G_Rec: 0.339 D_GP: 0.018 D_real: 0.929 D_fake: 0.989 (epoch: 9, iters: 3936, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.876 G_ID: 0.369 G_Rec: 0.400 D_GP: 0.114 D_real: 0.674 D_fake: 0.918 (epoch: 9, iters: 4336, time: 0.064) G_GAN: 0.108 G_GAN_Feat: 0.798 G_ID: 0.935 G_Rec: 0.468 D_GP: 0.050 D_real: 0.829 D_fake: 0.892 (epoch: 9, iters: 4736, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 1.019 G_ID: 0.445 G_Rec: 0.372 D_GP: 0.068 D_real: 0.558 D_fake: 0.912 (epoch: 9, iters: 5136, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 1.389 G_ID: 0.990 G_Rec: 0.432 D_GP: 0.351 D_real: 0.388 D_fake: 0.740 (epoch: 9, iters: 5536, time: 0.064) G_GAN: 0.056 G_GAN_Feat: 0.671 G_ID: 0.442 G_Rec: 0.450 D_GP: 0.030 D_real: 0.795 D_fake: 0.944 (epoch: 9, iters: 5936, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.817 G_ID: 0.935 G_Rec: 0.442 D_GP: 0.077 D_real: 0.890 D_fake: 0.698 (epoch: 9, iters: 6336, time: 0.064) G_GAN: -0.064 G_GAN_Feat: 0.747 G_ID: 0.453 G_Rec: 0.358 D_GP: 0.057 D_real: 0.649 D_fake: 1.064 (epoch: 9, iters: 6736, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.612 G_ID: 0.959 G_Rec: 0.324 D_GP: 0.019 D_real: 1.150 D_fake: 0.683 (epoch: 9, iters: 7136, time: 0.064) G_GAN: 0.718 G_GAN_Feat: 0.713 G_ID: 0.485 G_Rec: 0.537 D_GP: 0.019 D_real: 1.583 D_fake: 0.345 (epoch: 9, iters: 7536, time: 0.064) G_GAN: -0.217 G_GAN_Feat: 0.831 G_ID: 0.973 G_Rec: 0.392 D_GP: 0.050 D_real: 0.735 D_fake: 1.217 (epoch: 9, iters: 7936, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 1.072 G_ID: 0.352 G_Rec: 0.420 D_GP: 0.061 D_real: 0.520 D_fake: 0.918 (epoch: 9, iters: 8336, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.801 G_ID: 0.971 G_Rec: 0.339 D_GP: 0.052 D_real: 1.052 D_fake: 0.634 (epoch: 10, iters: 128, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.941 G_ID: 0.393 G_Rec: 0.391 D_GP: 0.078 D_real: 0.831 D_fake: 0.673 (epoch: 10, iters: 528, time: 0.064) G_GAN: 0.652 G_GAN_Feat: 1.110 G_ID: 0.961 G_Rec: 0.417 D_GP: 0.083 D_real: 1.016 D_fake: 0.461 (epoch: 10, iters: 928, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.717 G_ID: 0.400 G_Rec: 0.595 D_GP: 0.030 D_real: 1.115 D_fake: 0.688 (epoch: 10, iters: 1328, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.801 G_ID: 0.946 G_Rec: 0.391 D_GP: 0.069 D_real: 0.901 D_fake: 0.873 (epoch: 10, iters: 1728, time: 0.064) G_GAN: 0.549 G_GAN_Feat: 0.736 G_ID: 0.434 G_Rec: 0.341 D_GP: 0.023 D_real: 1.345 D_fake: 0.466 (epoch: 10, iters: 2128, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.791 G_ID: 0.983 G_Rec: 0.350 D_GP: 0.045 D_real: 1.103 D_fake: 0.585 (epoch: 10, iters: 2528, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.660 G_ID: 0.447 G_Rec: 0.382 D_GP: 0.018 D_real: 1.143 D_fake: 0.708 (epoch: 10, iters: 2928, time: 0.064) G_GAN: 0.586 G_GAN_Feat: 0.867 G_ID: 0.984 G_Rec: 0.452 D_GP: 0.058 D_real: 1.290 D_fake: 0.476 (epoch: 10, iters: 3328, time: 0.064) G_GAN: 0.440 G_GAN_Feat: 0.872 G_ID: 0.392 G_Rec: 0.349 D_GP: 0.053 D_real: 1.103 D_fake: 0.609 (epoch: 10, iters: 3728, time: 0.064) G_GAN: 0.007 G_GAN_Feat: 0.709 G_ID: 0.947 G_Rec: 0.383 D_GP: 0.029 D_real: 0.783 D_fake: 0.993 (epoch: 10, iters: 4128, time: 0.064) G_GAN: 0.551 G_GAN_Feat: 0.736 G_ID: 0.465 G_Rec: 0.338 D_GP: 0.031 D_real: 1.343 D_fake: 0.554 (epoch: 10, iters: 4528, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.800 G_ID: 0.992 G_Rec: 0.582 D_GP: 0.051 D_real: 1.077 D_fake: 0.599 (epoch: 10, iters: 4928, time: 0.064) G_GAN: 0.586 G_GAN_Feat: 0.979 G_ID: 0.418 G_Rec: 0.478 D_GP: 0.041 D_real: 1.163 D_fake: 0.492 (epoch: 10, iters: 5328, time: 0.064) G_GAN: -0.007 G_GAN_Feat: 1.012 G_ID: 1.000 G_Rec: 0.497 D_GP: 0.099 D_real: 0.990 D_fake: 1.007 (epoch: 10, iters: 5728, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.857 G_ID: 0.398 G_Rec: 0.361 D_GP: 0.029 D_real: 1.090 D_fake: 0.548 (epoch: 10, iters: 6128, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.707 G_ID: 0.932 G_Rec: 0.407 D_GP: 0.015 D_real: 1.310 D_fake: 0.543 (epoch: 10, iters: 6528, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.672 G_ID: 0.488 G_Rec: 0.470 D_GP: 0.031 D_real: 1.157 D_fake: 0.616 (epoch: 10, iters: 6928, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.719 G_ID: 0.967 G_Rec: 0.395 D_GP: 0.039 D_real: 0.996 D_fake: 0.807 (epoch: 10, iters: 7328, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 1.028 G_ID: 0.369 G_Rec: 0.438 D_GP: 0.113 D_real: 0.618 D_fake: 0.738 (epoch: 10, iters: 7728, time: 0.064) G_GAN: 0.052 G_GAN_Feat: 0.922 G_ID: 0.971 G_Rec: 0.517 D_GP: 0.140 D_real: 0.553 D_fake: 0.948 (epoch: 10, iters: 8128, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.673 G_ID: 0.437 G_Rec: 0.476 D_GP: 0.018 D_real: 1.176 D_fake: 0.692 (epoch: 10, iters: 8528, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.720 G_ID: 0.994 G_Rec: 0.320 D_GP: 0.071 D_real: 0.860 D_fake: 0.870 (epoch: 11, iters: 320, time: 0.064) G_GAN: -0.044 G_GAN_Feat: 0.757 G_ID: 0.403 G_Rec: 0.407 D_GP: 0.042 D_real: 0.674 D_fake: 1.044 (epoch: 11, iters: 720, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.901 G_ID: 0.927 G_Rec: 0.421 D_GP: 0.087 D_real: 0.864 D_fake: 0.600 (epoch: 11, iters: 1120, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.961 G_ID: 0.398 G_Rec: 0.409 D_GP: 0.123 D_real: 0.835 D_fake: 0.571 (epoch: 11, iters: 1520, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.761 G_ID: 0.972 G_Rec: 0.473 D_GP: 0.043 D_real: 1.176 D_fake: 0.589 (epoch: 11, iters: 1920, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.707 G_ID: 0.472 G_Rec: 0.334 D_GP: 0.033 D_real: 1.243 D_fake: 0.588 (epoch: 11, iters: 2320, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 1.027 G_ID: 0.970 G_Rec: 0.354 D_GP: 0.048 D_real: 0.865 D_fake: 0.603 (epoch: 11, iters: 2720, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.907 G_ID: 0.327 G_Rec: 0.364 D_GP: 0.059 D_real: 0.959 D_fake: 0.731 (epoch: 11, iters: 3120, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.763 G_ID: 0.975 G_Rec: 0.399 D_GP: 0.029 D_real: 1.084 D_fake: 0.669 (epoch: 11, iters: 3520, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.696 G_ID: 0.405 G_Rec: 0.418 D_GP: 0.025 D_real: 1.009 D_fake: 0.763 (epoch: 11, iters: 3920, time: 0.064) G_GAN: -0.078 G_GAN_Feat: 0.918 G_ID: 0.940 G_Rec: 0.385 D_GP: 0.094 D_real: 0.494 D_fake: 1.078 (epoch: 11, iters: 4320, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.698 G_ID: 0.422 G_Rec: 0.413 D_GP: 0.026 D_real: 1.147 D_fake: 0.737 (epoch: 11, iters: 4720, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.892 G_ID: 0.946 G_Rec: 0.418 D_GP: 0.031 D_real: 1.174 D_fake: 0.498 (epoch: 11, iters: 5120, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.983 G_ID: 0.399 G_Rec: 0.364 D_GP: 0.104 D_real: 0.880 D_fake: 0.565 (epoch: 11, iters: 5520, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.489 G_ID: 0.971 G_Rec: 0.320 D_GP: 0.016 D_real: 1.151 D_fake: 0.786 (epoch: 11, iters: 5920, time: 0.064) G_GAN: -0.065 G_GAN_Feat: 0.613 G_ID: 0.418 G_Rec: 0.520 D_GP: 0.022 D_real: 0.700 D_fake: 1.065 (epoch: 11, iters: 6320, time: 0.064) G_GAN: -0.042 G_GAN_Feat: 0.618 G_ID: 0.939 G_Rec: 0.347 D_GP: 0.038 D_real: 0.823 D_fake: 1.042 (epoch: 11, iters: 6720, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.647 G_ID: 0.353 G_Rec: 0.312 D_GP: 0.033 D_real: 1.007 D_fake: 0.766 (epoch: 11, iters: 7120, time: 0.064) G_GAN: 0.555 G_GAN_Feat: 0.910 G_ID: 0.973 G_Rec: 0.477 D_GP: 0.042 D_real: 1.348 D_fake: 0.587 (epoch: 11, iters: 7520, time: 0.064) G_GAN: 0.026 G_GAN_Feat: 0.664 G_ID: 0.399 G_Rec: 0.484 D_GP: 0.034 D_real: 0.873 D_fake: 0.974 (epoch: 11, iters: 7920, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 1.114 G_ID: 0.997 G_Rec: 0.433 D_GP: 0.140 D_real: 0.488 D_fake: 0.727 (epoch: 11, iters: 8320, time: 0.064) G_GAN: 0.034 G_GAN_Feat: 0.838 G_ID: 0.351 G_Rec: 0.308 D_GP: 0.057 D_real: 0.595 D_fake: 0.966 (epoch: 12, iters: 112, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.763 G_ID: 0.950 G_Rec: 0.623 D_GP: 0.036 D_real: 1.038 D_fake: 0.756 (epoch: 12, iters: 512, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.668 G_ID: 0.428 G_Rec: 0.398 D_GP: 0.023 D_real: 1.084 D_fake: 0.722 (epoch: 12, iters: 912, time: 0.064) G_GAN: 0.499 G_GAN_Feat: 0.929 G_ID: 0.956 G_Rec: 0.461 D_GP: 0.078 D_real: 0.982 D_fake: 0.527 (epoch: 12, iters: 1312, time: 0.064) G_GAN: 0.032 G_GAN_Feat: 0.977 G_ID: 0.431 G_Rec: 0.608 D_GP: 0.058 D_real: 0.514 D_fake: 0.968 (epoch: 12, iters: 1712, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.752 G_ID: 0.962 G_Rec: 0.310 D_GP: 0.060 D_real: 1.078 D_fake: 0.689 (epoch: 12, iters: 2112, time: 0.064) G_GAN: -0.177 G_GAN_Feat: 0.622 G_ID: 0.445 G_Rec: 0.379 D_GP: 0.022 D_real: 0.647 D_fake: 1.177 (epoch: 12, iters: 2512, time: 0.064) G_GAN: 0.066 G_GAN_Feat: 1.198 G_ID: 0.928 G_Rec: 0.403 D_GP: 0.115 D_real: 0.388 D_fake: 0.934 (epoch: 12, iters: 2912, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.576 G_ID: 0.482 G_Rec: 0.400 D_GP: 0.015 D_real: 1.049 D_fake: 0.834 (epoch: 12, iters: 3312, time: 0.064) G_GAN: 0.078 G_GAN_Feat: 0.845 G_ID: 1.003 G_Rec: 0.604 D_GP: 0.082 D_real: 0.745 D_fake: 0.922 (epoch: 12, iters: 3712, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 1.101 G_ID: 0.395 G_Rec: 0.653 D_GP: 0.152 D_real: 0.473 D_fake: 0.807 (epoch: 12, iters: 4112, time: 0.064) G_GAN: 0.520 G_GAN_Feat: 0.851 G_ID: 0.952 G_Rec: 0.467 D_GP: 0.039 D_real: 1.284 D_fake: 0.484 (epoch: 12, iters: 4512, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.796 G_ID: 0.415 G_Rec: 0.349 D_GP: 0.047 D_real: 0.826 D_fake: 0.815 (epoch: 12, iters: 4912, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.435 G_ID: 0.953 G_Rec: 0.391 D_GP: 0.011 D_real: 1.190 D_fake: 0.733 (epoch: 12, iters: 5312, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.456 G_ID: 0.359 G_Rec: 0.340 D_GP: 0.012 D_real: 1.059 D_fake: 0.800 (epoch: 12, iters: 5712, time: 0.064) G_GAN: 0.189 G_GAN_Feat: 0.491 G_ID: 0.946 G_Rec: 0.366 D_GP: 0.015 D_real: 1.098 D_fake: 0.811 (epoch: 12, iters: 6112, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.615 G_ID: 0.389 G_Rec: 0.421 D_GP: 0.019 D_real: 1.009 D_fake: 0.968 (epoch: 12, iters: 6512, time: 0.064) G_GAN: -0.270 G_GAN_Feat: 0.532 G_ID: 0.948 G_Rec: 0.310 D_GP: 0.030 D_real: 0.566 D_fake: 1.270 (epoch: 12, iters: 6912, time: 0.064) G_GAN: 0.098 G_GAN_Feat: 0.603 G_ID: 0.375 G_Rec: 0.318 D_GP: 0.052 D_real: 0.875 D_fake: 0.902 (epoch: 12, iters: 7312, time: 0.064) G_GAN: 0.311 G_GAN_Feat: 0.696 G_ID: 0.906 G_Rec: 0.388 D_GP: 0.064 D_real: 1.057 D_fake: 0.690 (epoch: 12, iters: 7712, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.674 G_ID: 0.363 G_Rec: 0.345 D_GP: 0.065 D_real: 1.027 D_fake: 0.731 (epoch: 12, iters: 8112, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.585 G_ID: 0.960 G_Rec: 0.344 D_GP: 0.021 D_real: 1.261 D_fake: 0.606 (epoch: 12, iters: 8512, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.770 G_ID: 0.412 G_Rec: 0.500 D_GP: 0.066 D_real: 0.880 D_fake: 0.760 (epoch: 13, iters: 304, time: 0.064) G_GAN: -0.080 G_GAN_Feat: 0.658 G_ID: 0.917 G_Rec: 0.354 D_GP: 0.049 D_real: 0.674 D_fake: 1.080 (epoch: 13, iters: 704, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.798 G_ID: 0.411 G_Rec: 0.471 D_GP: 0.069 D_real: 1.007 D_fake: 0.626 (epoch: 13, iters: 1104, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.740 G_ID: 0.947 G_Rec: 0.411 D_GP: 0.043 D_real: 1.147 D_fake: 0.612 (epoch: 13, iters: 1504, time: 0.064) G_GAN: 0.582 G_GAN_Feat: 1.012 G_ID: 0.453 G_Rec: 0.466 D_GP: 0.127 D_real: 0.883 D_fake: 0.436 (epoch: 13, iters: 1904, time: 0.064) G_GAN: -0.050 G_GAN_Feat: 0.735 G_ID: 0.946 G_Rec: 0.349 D_GP: 0.061 D_real: 0.624 D_fake: 1.050 (epoch: 13, iters: 2304, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.902 G_ID: 0.459 G_Rec: 0.346 D_GP: 0.143 D_real: 1.003 D_fake: 0.510 (epoch: 13, iters: 2704, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.679 G_ID: 0.972 G_Rec: 0.384 D_GP: 0.032 D_real: 1.033 D_fake: 0.711 (epoch: 13, iters: 3104, time: 0.064) G_GAN: 0.175 G_GAN_Feat: 0.842 G_ID: 0.386 G_Rec: 0.571 D_GP: 0.085 D_real: 0.778 D_fake: 0.825 (epoch: 13, iters: 3504, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.767 G_ID: 0.920 G_Rec: 0.365 D_GP: 0.063 D_real: 0.998 D_fake: 0.641 (epoch: 13, iters: 3904, time: 0.064) G_GAN: 0.793 G_GAN_Feat: 0.705 G_ID: 0.459 G_Rec: 0.349 D_GP: 0.025 D_real: 1.559 D_fake: 0.277 (epoch: 13, iters: 4304, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.734 G_ID: 0.954 G_Rec: 0.367 D_GP: 0.048 D_real: 1.102 D_fake: 0.557 (epoch: 13, iters: 4704, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.709 G_ID: 0.393 G_Rec: 0.370 D_GP: 0.028 D_real: 0.854 D_fake: 0.912 (epoch: 13, iters: 5104, time: 0.064) G_GAN: 0.552 G_GAN_Feat: 0.694 G_ID: 0.933 G_Rec: 0.357 D_GP: 0.023 D_real: 1.362 D_fake: 0.499 (epoch: 13, iters: 5504, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.594 G_ID: 0.384 G_Rec: 0.450 D_GP: 0.024 D_real: 0.920 D_fake: 0.843 (epoch: 13, iters: 5904, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.664 G_ID: 0.949 G_Rec: 0.341 D_GP: 0.050 D_real: 0.960 D_fake: 0.751 (epoch: 13, iters: 6304, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.725 G_ID: 0.416 G_Rec: 0.339 D_GP: 0.079 D_real: 0.984 D_fake: 0.757 (epoch: 13, iters: 6704, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.644 G_ID: 0.938 G_Rec: 0.403 D_GP: 0.045 D_real: 0.741 D_fake: 0.959 (epoch: 13, iters: 7104, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.824 G_ID: 0.363 G_Rec: 0.347 D_GP: 0.096 D_real: 0.893 D_fake: 0.587 (epoch: 13, iters: 7504, time: 0.064) G_GAN: 0.060 G_GAN_Feat: 0.850 G_ID: 0.921 G_Rec: 0.431 D_GP: 0.026 D_real: 0.712 D_fake: 0.940 (epoch: 13, iters: 7904, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.787 G_ID: 0.478 G_Rec: 0.415 D_GP: 0.073 D_real: 1.030 D_fake: 0.761 (epoch: 13, iters: 8304, time: 0.064) G_GAN: 0.004 G_GAN_Feat: 0.784 G_ID: 0.950 G_Rec: 0.438 D_GP: 0.064 D_real: 0.609 D_fake: 0.996 (epoch: 14, iters: 96, time: 0.064) G_GAN: 0.523 G_GAN_Feat: 0.987 G_ID: 0.483 G_Rec: 0.440 D_GP: 0.047 D_real: 1.045 D_fake: 0.485 (epoch: 14, iters: 496, time: 0.064) G_GAN: 0.723 G_GAN_Feat: 0.740 G_ID: 0.919 G_Rec: 0.377 D_GP: 0.040 D_real: 1.437 D_fake: 0.411 (epoch: 14, iters: 896, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.934 G_ID: 0.408 G_Rec: 0.391 D_GP: 0.044 D_real: 0.695 D_fake: 0.780 (epoch: 14, iters: 1296, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.866 G_ID: 0.941 G_Rec: 0.367 D_GP: 0.035 D_real: 1.034 D_fake: 0.832 (epoch: 14, iters: 1696, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.824 G_ID: 0.402 G_Rec: 0.526 D_GP: 0.041 D_real: 0.929 D_fake: 0.898 (epoch: 14, iters: 2096, time: 0.064) G_GAN: -0.040 G_GAN_Feat: 0.887 G_ID: 0.923 G_Rec: 0.574 D_GP: 0.067 D_real: 0.415 D_fake: 1.040 (epoch: 14, iters: 2496, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 0.688 G_ID: 0.455 G_Rec: 0.353 D_GP: 0.038 D_real: 1.145 D_fake: 0.553 (epoch: 14, iters: 2896, time: 0.064) G_GAN: -0.044 G_GAN_Feat: 0.753 G_ID: 0.932 G_Rec: 0.371 D_GP: 0.038 D_real: 0.729 D_fake: 1.044 (epoch: 14, iters: 3296, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.665 G_ID: 0.454 G_Rec: 0.384 D_GP: 0.025 D_real: 0.971 D_fake: 0.781 (epoch: 14, iters: 3696, time: 0.064) G_GAN: -0.050 G_GAN_Feat: 0.984 G_ID: 0.944 G_Rec: 0.341 D_GP: 0.130 D_real: 0.384 D_fake: 1.050 (epoch: 14, iters: 4096, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.821 G_ID: 0.302 G_Rec: 0.367 D_GP: 0.038 D_real: 1.029 D_fake: 0.706 (epoch: 14, iters: 4496, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.533 G_ID: 0.931 G_Rec: 0.337 D_GP: 0.015 D_real: 1.137 D_fake: 0.772 (epoch: 14, iters: 4896, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.739 G_ID: 0.430 G_Rec: 0.615 D_GP: 0.041 D_real: 0.924 D_fake: 0.926 (epoch: 14, iters: 5296, time: 0.064) G_GAN: 0.581 G_GAN_Feat: 0.805 G_ID: 0.908 G_Rec: 0.390 D_GP: 0.055 D_real: 1.223 D_fake: 0.422 (epoch: 14, iters: 5696, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.681 G_ID: 0.456 G_Rec: 0.385 D_GP: 0.042 D_real: 0.937 D_fake: 0.795 (epoch: 14, iters: 6096, time: 0.064) G_GAN: -0.085 G_GAN_Feat: 0.681 G_ID: 0.943 G_Rec: 0.359 D_GP: 0.039 D_real: 0.773 D_fake: 1.085 (epoch: 14, iters: 6496, time: 0.064) G_GAN: 0.057 G_GAN_Feat: 0.766 G_ID: 0.521 G_Rec: 0.381 D_GP: 0.074 D_real: 0.746 D_fake: 0.943 (epoch: 14, iters: 6896, time: 0.064) G_GAN: 0.028 G_GAN_Feat: 0.819 G_ID: 0.953 G_Rec: 0.352 D_GP: 0.053 D_real: 0.640 D_fake: 0.972 (epoch: 14, iters: 7296, time: 0.064) G_GAN: 0.014 G_GAN_Feat: 1.235 G_ID: 0.351 G_Rec: 0.343 D_GP: 0.088 D_real: 0.499 D_fake: 0.986 (epoch: 14, iters: 7696, time: 0.064) G_GAN: -0.037 G_GAN_Feat: 0.774 G_ID: 0.926 G_Rec: 0.504 D_GP: 0.049 D_real: 0.661 D_fake: 1.037 (epoch: 14, iters: 8096, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.720 G_ID: 0.438 G_Rec: 0.382 D_GP: 0.024 D_real: 0.844 D_fake: 0.822 (epoch: 14, iters: 8496, time: 0.064) G_GAN: 0.533 G_GAN_Feat: 0.687 G_ID: 0.893 G_Rec: 0.352 D_GP: 0.027 D_real: 1.317 D_fake: 0.489 (epoch: 15, iters: 288, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.894 G_ID: 0.399 G_Rec: 0.495 D_GP: 0.104 D_real: 0.831 D_fake: 0.695 (epoch: 15, iters: 688, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.802 G_ID: 0.955 G_Rec: 0.341 D_GP: 0.040 D_real: 0.642 D_fake: 0.964 (epoch: 15, iters: 1088, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.952 G_ID: 0.429 G_Rec: 0.414 D_GP: 0.055 D_real: 0.640 D_fake: 0.830 (epoch: 15, iters: 1488, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.986 G_ID: 0.951 G_Rec: 0.325 D_GP: 0.103 D_real: 0.576 D_fake: 0.911 (epoch: 15, iters: 1888, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.703 G_ID: 0.413 G_Rec: 0.387 D_GP: 0.037 D_real: 0.862 D_fake: 0.816 (epoch: 15, iters: 2288, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.752 G_ID: 0.919 G_Rec: 0.403 D_GP: 0.041 D_real: 0.823 D_fake: 0.908 (epoch: 15, iters: 2688, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.580 G_ID: 0.486 G_Rec: 0.344 D_GP: 0.018 D_real: 1.006 D_fake: 0.866 (epoch: 15, iters: 3088, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.708 G_ID: 0.935 G_Rec: 0.370 D_GP: 0.057 D_real: 1.000 D_fake: 0.648 (epoch: 15, iters: 3488, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.739 G_ID: 0.400 G_Rec: 0.606 D_GP: 0.060 D_real: 0.911 D_fake: 0.818 (epoch: 15, iters: 3888, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 1.123 G_ID: 0.932 G_Rec: 0.356 D_GP: 0.154 D_real: 0.459 D_fake: 0.826 (epoch: 15, iters: 4288, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.927 G_ID: 0.419 G_Rec: 0.420 D_GP: 0.045 D_real: 0.804 D_fake: 0.645 (epoch: 15, iters: 4688, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 1.369 G_ID: 0.959 G_Rec: 0.369 D_GP: 0.298 D_real: 0.493 D_fake: 0.565 (epoch: 15, iters: 5088, time: 0.064) G_GAN: 0.016 G_GAN_Feat: 0.663 G_ID: 0.421 G_Rec: 0.459 D_GP: 0.034 D_real: 0.744 D_fake: 0.984 (epoch: 15, iters: 5488, time: 0.064) G_GAN: 0.003 G_GAN_Feat: 0.826 G_ID: 0.912 G_Rec: 0.361 D_GP: 0.094 D_real: 0.455 D_fake: 0.997 (epoch: 15, iters: 5888, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 0.940 G_ID: 0.423 G_Rec: 0.705 D_GP: 0.032 D_real: 1.128 D_fake: 0.523 (epoch: 15, iters: 6288, time: 0.064) G_GAN: -0.014 G_GAN_Feat: 1.008 G_ID: 0.931 G_Rec: 0.368 D_GP: 0.170 D_real: 0.409 D_fake: 1.014 (epoch: 15, iters: 6688, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.762 G_ID: 0.365 G_Rec: 0.344 D_GP: 0.031 D_real: 1.202 D_fake: 0.672 (epoch: 15, iters: 7088, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.672 G_ID: 0.944 G_Rec: 0.373 D_GP: 0.017 D_real: 0.902 D_fake: 0.923 (epoch: 15, iters: 7488, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.755 G_ID: 0.332 G_Rec: 0.412 D_GP: 0.064 D_real: 0.798 D_fake: 0.878 (epoch: 15, iters: 7888, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.930 G_ID: 0.930 G_Rec: 0.441 D_GP: 0.128 D_real: 0.689 D_fake: 0.754 (epoch: 15, iters: 8288, time: 0.064) G_GAN: 0.068 G_GAN_Feat: 0.594 G_ID: 0.412 G_Rec: 0.315 D_GP: 0.016 D_real: 0.948 D_fake: 0.932 (epoch: 16, iters: 80, time: 0.064) G_GAN: 0.021 G_GAN_Feat: 0.790 G_ID: 0.924 G_Rec: 0.410 D_GP: 0.066 D_real: 0.744 D_fake: 0.979 (epoch: 16, iters: 480, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 1.100 G_ID: 0.361 G_Rec: 0.364 D_GP: 0.169 D_real: 0.652 D_fake: 0.669 (epoch: 16, iters: 880, time: 0.064) G_GAN: 0.023 G_GAN_Feat: 0.729 G_ID: 0.922 G_Rec: 0.549 D_GP: 0.038 D_real: 0.772 D_fake: 0.977 (epoch: 16, iters: 1280, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.755 G_ID: 0.392 G_Rec: 0.320 D_GP: 0.061 D_real: 1.005 D_fake: 0.698 (epoch: 16, iters: 1680, time: 0.064) G_GAN: -0.661 G_GAN_Feat: 1.123 G_ID: 0.931 G_Rec: 0.370 D_GP: 0.111 D_real: 0.061 D_fake: 1.661 (epoch: 16, iters: 2080, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 1.046 G_ID: 0.379 G_Rec: 0.377 D_GP: 0.334 D_real: 0.503 D_fake: 0.768 (epoch: 16, iters: 2480, time: 0.064) G_GAN: 0.001 G_GAN_Feat: 0.892 G_ID: 0.903 G_Rec: 0.457 D_GP: 0.113 D_real: 0.884 D_fake: 1.000 (epoch: 16, iters: 2880, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 0.875 G_ID: 0.375 G_Rec: 0.420 D_GP: 0.045 D_real: 1.224 D_fake: 0.536 (epoch: 16, iters: 3280, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.820 G_ID: 0.907 G_Rec: 0.607 D_GP: 0.055 D_real: 1.017 D_fake: 0.596 (epoch: 16, iters: 3680, time: 0.064) G_GAN: -0.031 G_GAN_Feat: 0.915 G_ID: 0.353 G_Rec: 0.479 D_GP: 0.075 D_real: 0.821 D_fake: 1.031 (epoch: 16, iters: 4080, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.984 G_ID: 0.915 G_Rec: 0.369 D_GP: 0.028 D_real: 0.850 D_fake: 0.744 (epoch: 16, iters: 4480, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.957 G_ID: 0.377 G_Rec: 0.448 D_GP: 0.070 D_real: 0.789 D_fake: 0.665 (epoch: 16, iters: 4880, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.598 G_ID: 0.922 G_Rec: 0.455 D_GP: 0.015 D_real: 1.075 D_fake: 0.800 (epoch: 16, iters: 5280, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 0.837 G_ID: 0.404 G_Rec: 0.397 D_GP: 0.027 D_real: 1.247 D_fake: 0.544 (epoch: 16, iters: 5680, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.788 G_ID: 0.924 G_Rec: 0.358 D_GP: 0.057 D_real: 0.869 D_fake: 0.812 (epoch: 16, iters: 6080, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.840 G_ID: 0.338 G_Rec: 0.373 D_GP: 0.052 D_real: 0.934 D_fake: 0.679 (epoch: 16, iters: 6480, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 0.694 G_ID: 0.881 G_Rec: 0.457 D_GP: 0.061 D_real: 0.966 D_fake: 0.795 (epoch: 16, iters: 6880, time: 0.064) G_GAN: 0.019 G_GAN_Feat: 0.823 G_ID: 0.408 G_Rec: 0.355 D_GP: 0.078 D_real: 0.782 D_fake: 0.981 (epoch: 16, iters: 7280, time: 0.064) G_GAN: -0.045 G_GAN_Feat: 1.056 G_ID: 0.942 G_Rec: 0.450 D_GP: 0.176 D_real: 0.262 D_fake: 1.045 (epoch: 16, iters: 7680, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 1.206 G_ID: 0.426 G_Rec: 0.366 D_GP: 0.274 D_real: 0.496 D_fake: 0.909 (epoch: 16, iters: 8080, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.804 G_ID: 0.960 G_Rec: 0.446 D_GP: 0.057 D_real: 1.057 D_fake: 0.624 (epoch: 16, iters: 8480, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.951 G_ID: 0.418 G_Rec: 0.341 D_GP: 0.069 D_real: 1.102 D_fake: 0.493 (epoch: 17, iters: 272, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.850 G_ID: 0.894 G_Rec: 0.388 D_GP: 0.051 D_real: 0.903 D_fake: 0.676 (epoch: 17, iters: 672, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.897 G_ID: 0.372 G_Rec: 0.426 D_GP: 0.059 D_real: 0.971 D_fake: 0.552 (epoch: 17, iters: 1072, time: 0.064) G_GAN: 0.624 G_GAN_Feat: 0.794 G_ID: 0.946 G_Rec: 0.402 D_GP: 0.048 D_real: 1.279 D_fake: 0.380 (epoch: 17, iters: 1472, time: 0.064) G_GAN: 0.530 G_GAN_Feat: 0.656 G_ID: 0.447 G_Rec: 0.423 D_GP: 0.031 D_real: 1.319 D_fake: 0.471 (epoch: 17, iters: 1872, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.845 G_ID: 0.934 G_Rec: 0.436 D_GP: 0.041 D_real: 0.710 D_fake: 0.882 (epoch: 17, iters: 2272, time: 0.064) G_GAN: -0.163 G_GAN_Feat: 0.713 G_ID: 0.461 G_Rec: 0.348 D_GP: 0.024 D_real: 0.706 D_fake: 1.164 (epoch: 17, iters: 2672, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.838 G_ID: 0.896 G_Rec: 0.330 D_GP: 0.030 D_real: 1.107 D_fake: 0.530 (epoch: 17, iters: 3072, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.832 G_ID: 0.404 G_Rec: 0.342 D_GP: 0.053 D_real: 1.197 D_fake: 0.545 (epoch: 17, iters: 3472, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.851 G_ID: 0.902 G_Rec: 0.425 D_GP: 0.043 D_real: 1.127 D_fake: 0.655 (epoch: 17, iters: 3872, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.923 G_ID: 0.436 G_Rec: 0.382 D_GP: 0.026 D_real: 0.931 D_fake: 0.684 (epoch: 17, iters: 4272, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.857 G_ID: 0.920 G_Rec: 0.520 D_GP: 0.041 D_real: 0.956 D_fake: 0.705 (epoch: 17, iters: 4672, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.497 G_ID: 0.400 G_Rec: 0.337 D_GP: 0.021 D_real: 1.138 D_fake: 0.681 (epoch: 17, iters: 5072, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.704 G_ID: 0.909 G_Rec: 0.431 D_GP: 0.047 D_real: 0.917 D_fake: 0.761 (epoch: 17, iters: 5472, time: 0.064) G_GAN: 0.012 G_GAN_Feat: 0.874 G_ID: 0.426 G_Rec: 0.348 D_GP: 0.120 D_real: 0.553 D_fake: 0.989 (epoch: 17, iters: 5872, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.883 G_ID: 0.886 G_Rec: 0.363 D_GP: 0.312 D_real: 0.708 D_fake: 0.665 (epoch: 17, iters: 6272, time: 0.064) G_GAN: 0.076 G_GAN_Feat: 0.851 G_ID: 0.341 G_Rec: 0.374 D_GP: 0.054 D_real: 0.519 D_fake: 0.924 (epoch: 17, iters: 6672, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 1.015 G_ID: 0.854 G_Rec: 0.343 D_GP: 0.179 D_real: 0.682 D_fake: 0.677 (epoch: 17, iters: 7072, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.689 G_ID: 0.486 G_Rec: 0.440 D_GP: 0.027 D_real: 1.171 D_fake: 0.646 (epoch: 17, iters: 7472, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.867 G_ID: 0.894 G_Rec: 0.353 D_GP: 0.079 D_real: 0.957 D_fake: 0.698 (epoch: 17, iters: 7872, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.621 G_ID: 0.461 G_Rec: 0.378 D_GP: 0.018 D_real: 0.991 D_fake: 0.814 (epoch: 17, iters: 8272, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.831 G_ID: 0.915 G_Rec: 0.437 D_GP: 0.052 D_real: 0.827 D_fake: 0.744 (epoch: 18, iters: 64, time: 0.064) G_GAN: -0.060 G_GAN_Feat: 0.583 G_ID: 0.418 G_Rec: 0.453 D_GP: 0.020 D_real: 0.810 D_fake: 1.060 (epoch: 18, iters: 464, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.730 G_ID: 0.892 G_Rec: 0.340 D_GP: 0.046 D_real: 1.128 D_fake: 0.594 (epoch: 18, iters: 864, time: 0.064) G_GAN: 0.672 G_GAN_Feat: 1.016 G_ID: 0.456 G_Rec: 0.387 D_GP: 0.254 D_real: 1.252 D_fake: 0.362 (epoch: 18, iters: 1264, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.610 G_ID: 0.903 G_Rec: 0.353 D_GP: 0.024 D_real: 1.103 D_fake: 0.714 (epoch: 18, iters: 1664, time: 0.064) G_GAN: 0.035 G_GAN_Feat: 0.764 G_ID: 0.418 G_Rec: 0.436 D_GP: 0.062 D_real: 0.817 D_fake: 0.966 (epoch: 18, iters: 2064, time: 0.064) G_GAN: 0.670 G_GAN_Feat: 0.836 G_ID: 0.907 G_Rec: 0.700 D_GP: 0.036 D_real: 1.427 D_fake: 0.339 (epoch: 18, iters: 2464, time: 0.064) G_GAN: 0.311 G_GAN_Feat: 0.656 G_ID: 0.421 G_Rec: 0.382 D_GP: 0.036 D_real: 1.046 D_fake: 0.689 (epoch: 18, iters: 2864, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.901 G_ID: 0.875 G_Rec: 0.400 D_GP: 0.107 D_real: 0.648 D_fake: 0.785 (epoch: 18, iters: 3264, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.563 G_ID: 0.333 G_Rec: 0.560 D_GP: 0.020 D_real: 1.323 D_fake: 0.599 (epoch: 18, iters: 3664, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.770 G_ID: 0.932 G_Rec: 0.422 D_GP: 0.056 D_real: 1.163 D_fake: 0.577 (epoch: 18, iters: 4064, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 1.142 G_ID: 0.406 G_Rec: 0.463 D_GP: 0.168 D_real: 0.481 D_fake: 0.755 (epoch: 18, iters: 4464, time: 0.064) G_GAN: -0.035 G_GAN_Feat: 0.798 G_ID: 0.922 G_Rec: 0.424 D_GP: 0.055 D_real: 0.631 D_fake: 1.035 (epoch: 18, iters: 4864, time: 0.064) G_GAN: 0.054 G_GAN_Feat: 0.667 G_ID: 0.360 G_Rec: 0.397 D_GP: 0.022 D_real: 0.807 D_fake: 0.946 (epoch: 18, iters: 5264, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.662 G_ID: 0.909 G_Rec: 0.358 D_GP: 0.041 D_real: 0.907 D_fake: 0.881 (epoch: 18, iters: 5664, time: 0.064) G_GAN: -0.071 G_GAN_Feat: 0.711 G_ID: 0.430 G_Rec: 0.337 D_GP: 0.071 D_real: 0.592 D_fake: 1.071 (epoch: 18, iters: 6064, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.889 G_ID: 0.872 G_Rec: 0.386 D_GP: 0.090 D_real: 0.869 D_fake: 0.559 (epoch: 18, iters: 6464, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.674 G_ID: 0.389 G_Rec: 0.371 D_GP: 0.027 D_real: 1.155 D_fake: 0.617 (epoch: 18, iters: 6864, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.676 G_ID: 0.888 G_Rec: 0.414 D_GP: 0.020 D_real: 1.275 D_fake: 0.697 (epoch: 18, iters: 7264, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.726 G_ID: 0.363 G_Rec: 0.338 D_GP: 0.048 D_real: 0.834 D_fake: 0.830 (epoch: 18, iters: 7664, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.853 G_ID: 0.881 G_Rec: 0.444 D_GP: 0.080 D_real: 0.592 D_fake: 0.881 (epoch: 18, iters: 8064, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.848 G_ID: 0.351 G_Rec: 0.336 D_GP: 0.073 D_real: 0.890 D_fake: 0.830 (epoch: 18, iters: 8464, time: 0.064) G_GAN: 0.749 G_GAN_Feat: 0.847 G_ID: 0.882 G_Rec: 0.514 D_GP: 0.037 D_real: 1.372 D_fake: 0.353 (epoch: 19, iters: 256, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.766 G_ID: 0.425 G_Rec: 0.405 D_GP: 0.056 D_real: 0.997 D_fake: 0.627 (epoch: 19, iters: 656, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.746 G_ID: 0.883 G_Rec: 0.359 D_GP: 0.067 D_real: 0.695 D_fake: 0.952 (epoch: 19, iters: 1056, time: 0.064) G_GAN: 0.564 G_GAN_Feat: 0.877 G_ID: 0.413 G_Rec: 0.410 D_GP: 0.071 D_real: 1.042 D_fake: 0.449 (epoch: 19, iters: 1456, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.663 G_ID: 0.873 G_Rec: 0.317 D_GP: 0.045 D_real: 1.110 D_fake: 0.609 (epoch: 19, iters: 1856, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.874 G_ID: 0.460 G_Rec: 0.330 D_GP: 0.117 D_real: 0.739 D_fake: 0.694 (epoch: 19, iters: 2256, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 1.014 G_ID: 0.894 G_Rec: 0.388 D_GP: 0.067 D_real: 0.453 D_fake: 0.868 (epoch: 19, iters: 2656, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.857 G_ID: 0.410 G_Rec: 0.355 D_GP: 0.115 D_real: 1.046 D_fake: 0.750 (epoch: 19, iters: 3056, time: 0.064) G_GAN: -0.001 G_GAN_Feat: 0.785 G_ID: 0.885 G_Rec: 0.373 D_GP: 0.055 D_real: 0.583 D_fake: 1.001 (epoch: 19, iters: 3456, time: 0.064) G_GAN: 0.020 G_GAN_Feat: 0.887 G_ID: 0.396 G_Rec: 0.366 D_GP: 0.061 D_real: 0.521 D_fake: 0.980 (epoch: 19, iters: 3856, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.720 G_ID: 0.858 G_Rec: 0.404 D_GP: 0.015 D_real: 1.081 D_fake: 0.777 (epoch: 19, iters: 4256, time: 0.064) G_GAN: -0.039 G_GAN_Feat: 0.914 G_ID: 0.362 G_Rec: 0.340 D_GP: 0.067 D_real: 0.444 D_fake: 1.039 (epoch: 19, iters: 4656, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.627 G_ID: 0.906 G_Rec: 0.374 D_GP: 0.022 D_real: 1.281 D_fake: 0.563 (epoch: 19, iters: 5056, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.851 G_ID: 0.355 G_Rec: 0.333 D_GP: 0.037 D_real: 1.045 D_fake: 0.597 (epoch: 19, iters: 5456, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.805 G_ID: 0.898 G_Rec: 0.366 D_GP: 0.036 D_real: 1.182 D_fake: 0.478 (epoch: 19, iters: 5856, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.647 G_ID: 0.399 G_Rec: 0.388 D_GP: 0.033 D_real: 1.014 D_fake: 0.718 (epoch: 19, iters: 6256, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.705 G_ID: 0.894 G_Rec: 0.340 D_GP: 0.050 D_real: 1.087 D_fake: 0.656 (epoch: 19, iters: 6656, time: 0.064) G_GAN: -0.214 G_GAN_Feat: 0.677 G_ID: 0.339 G_Rec: 0.327 D_GP: 0.045 D_real: 0.536 D_fake: 1.214 (epoch: 19, iters: 7056, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.696 G_ID: 0.903 G_Rec: 0.344 D_GP: 0.027 D_real: 1.227 D_fake: 0.605 (epoch: 19, iters: 7456, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.458 G_ID: 0.440 G_Rec: 0.413 D_GP: 0.015 D_real: 1.362 D_fake: 0.606 (epoch: 19, iters: 7856, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.535 G_ID: 0.883 G_Rec: 0.355 D_GP: 0.018 D_real: 1.121 D_fake: 0.718 (epoch: 19, iters: 8256, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.655 G_ID: 0.348 G_Rec: 0.558 D_GP: 0.054 D_real: 0.967 D_fake: 0.783 (epoch: 20, iters: 48, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.851 G_ID: 0.884 G_Rec: 0.379 D_GP: 0.122 D_real: 0.541 D_fake: 0.900 (epoch: 20, iters: 448, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.736 G_ID: 0.402 G_Rec: 0.396 D_GP: 0.048 D_real: 0.860 D_fake: 0.838 (epoch: 20, iters: 848, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.635 G_ID: 0.879 G_Rec: 0.429 D_GP: 0.048 D_real: 1.136 D_fake: 0.602 (epoch: 20, iters: 1248, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.682 G_ID: 0.341 G_Rec: 0.331 D_GP: 0.038 D_real: 0.875 D_fake: 0.814 (epoch: 20, iters: 1648, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.769 G_ID: 0.858 G_Rec: 0.357 D_GP: 0.071 D_real: 0.812 D_fake: 0.772 (epoch: 20, iters: 2048, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.580 G_ID: 0.444 G_Rec: 0.297 D_GP: 0.029 D_real: 1.030 D_fake: 0.774 (epoch: 20, iters: 2448, time: 0.064) G_GAN: -0.072 G_GAN_Feat: 0.886 G_ID: 0.848 G_Rec: 0.377 D_GP: 0.058 D_real: 0.324 D_fake: 1.072 (epoch: 20, iters: 2848, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.672 G_ID: 0.447 G_Rec: 0.368 D_GP: 0.038 D_real: 0.940 D_fake: 0.781 (epoch: 20, iters: 3248, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.885 G_ID: 0.864 G_Rec: 0.393 D_GP: 0.065 D_real: 0.967 D_fake: 0.642 (epoch: 20, iters: 3648, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 0.804 G_ID: 0.374 G_Rec: 0.368 D_GP: 0.033 D_real: 1.300 D_fake: 0.431 (epoch: 20, iters: 4048, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 1.070 G_ID: 0.848 G_Rec: 0.365 D_GP: 0.096 D_real: 0.782 D_fake: 0.518 (epoch: 20, iters: 4448, time: 0.064) G_GAN: 0.005 G_GAN_Feat: 0.760 G_ID: 0.411 G_Rec: 0.345 D_GP: 0.054 D_real: 0.551 D_fake: 0.995 (epoch: 20, iters: 4848, time: 0.064) G_GAN: 0.120 G_GAN_Feat: 0.672 G_ID: 0.890 G_Rec: 0.342 D_GP: 0.021 D_real: 1.045 D_fake: 0.880 (epoch: 20, iters: 5248, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.732 G_ID: 0.312 G_Rec: 0.347 D_GP: 0.028 D_real: 1.055 D_fake: 0.763 (epoch: 20, iters: 5648, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 0.791 G_ID: 0.868 G_Rec: 0.350 D_GP: 0.036 D_real: 1.002 D_fake: 0.837 (epoch: 20, iters: 6048, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.883 G_ID: 0.374 G_Rec: 0.337 D_GP: 0.060 D_real: 0.823 D_fake: 0.788 (epoch: 20, iters: 6448, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.761 G_ID: 0.824 G_Rec: 0.365 D_GP: 0.038 D_real: 1.163 D_fake: 0.622 (epoch: 20, iters: 6848, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.901 G_ID: 0.392 G_Rec: 0.551 D_GP: 0.077 D_real: 0.670 D_fake: 0.926 (epoch: 20, iters: 7248, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.819 G_ID: 0.828 G_Rec: 0.368 D_GP: 0.077 D_real: 0.687 D_fake: 0.989 (epoch: 20, iters: 7648, time: 0.064) G_GAN: -0.041 G_GAN_Feat: 0.801 G_ID: 0.395 G_Rec: 0.362 D_GP: 0.065 D_real: 0.703 D_fake: 1.041 (epoch: 20, iters: 8048, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.840 G_ID: 0.835 G_Rec: 0.361 D_GP: 0.041 D_real: 0.968 D_fake: 0.766 (epoch: 20, iters: 8448, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 1.023 G_ID: 0.479 G_Rec: 0.378 D_GP: 0.076 D_real: 0.750 D_fake: 0.742 (epoch: 21, iters: 240, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.861 G_ID: 0.831 G_Rec: 0.343 D_GP: 0.044 D_real: 1.051 D_fake: 0.603 (epoch: 21, iters: 640, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 1.022 G_ID: 0.368 G_Rec: 0.449 D_GP: 0.111 D_real: 1.136 D_fake: 0.743 (epoch: 21, iters: 1040, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.983 G_ID: 0.853 G_Rec: 0.399 D_GP: 0.063 D_real: 0.908 D_fake: 0.616 (epoch: 21, iters: 1440, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.867 G_ID: 0.350 G_Rec: 0.409 D_GP: 0.069 D_real: 0.898 D_fake: 0.769 (epoch: 21, iters: 1840, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.905 G_ID: 0.815 G_Rec: 0.357 D_GP: 0.038 D_real: 0.951 D_fake: 0.658 (epoch: 21, iters: 2240, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.762 G_ID: 0.352 G_Rec: 0.327 D_GP: 0.044 D_real: 1.094 D_fake: 0.717 (epoch: 21, iters: 2640, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.693 G_ID: 0.865 G_Rec: 0.349 D_GP: 0.032 D_real: 0.918 D_fake: 0.826 (epoch: 21, iters: 3040, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.959 G_ID: 0.499 G_Rec: 0.417 D_GP: 0.078 D_real: 0.715 D_fake: 0.617 (epoch: 21, iters: 3440, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 1.118 G_ID: 0.878 G_Rec: 0.399 D_GP: 0.138 D_real: 0.589 D_fake: 0.748 (epoch: 21, iters: 3840, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.643 G_ID: 0.382 G_Rec: 0.417 D_GP: 0.022 D_real: 1.010 D_fake: 0.773 (epoch: 21, iters: 4240, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.765 G_ID: 0.883 G_Rec: 0.513 D_GP: 0.069 D_real: 0.975 D_fake: 0.746 (epoch: 21, iters: 4640, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.994 G_ID: 0.423 G_Rec: 0.373 D_GP: 0.093 D_real: 0.548 D_fake: 0.816 (epoch: 21, iters: 5040, time: 0.064) G_GAN: -0.040 G_GAN_Feat: 0.632 G_ID: 0.854 G_Rec: 0.431 D_GP: 0.023 D_real: 0.769 D_fake: 1.040 (epoch: 21, iters: 5440, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.735 G_ID: 0.429 G_Rec: 0.370 D_GP: 0.036 D_real: 1.028 D_fake: 0.720 (epoch: 21, iters: 5840, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.769 G_ID: 0.833 G_Rec: 0.368 D_GP: 0.030 D_real: 1.263 D_fake: 0.485 (epoch: 21, iters: 6240, time: 0.064) G_GAN: 0.692 G_GAN_Feat: 0.502 G_ID: 0.379 G_Rec: 0.391 D_GP: 0.019 D_real: 1.636 D_fake: 0.337 (epoch: 21, iters: 6640, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.536 G_ID: 0.835 G_Rec: 0.457 D_GP: 0.016 D_real: 1.192 D_fake: 0.680 (epoch: 21, iters: 7040, time: 0.064) G_GAN: 0.135 G_GAN_Feat: 0.487 G_ID: 0.366 G_Rec: 0.478 D_GP: 0.018 D_real: 1.017 D_fake: 0.865 (epoch: 21, iters: 7440, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.545 G_ID: 0.845 G_Rec: 0.376 D_GP: 0.027 D_real: 1.000 D_fake: 0.798 (epoch: 21, iters: 7840, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.565 G_ID: 0.463 G_Rec: 0.373 D_GP: 0.035 D_real: 1.184 D_fake: 0.643 (epoch: 21, iters: 8240, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.634 G_ID: 0.801 G_Rec: 0.347 D_GP: 0.059 D_real: 0.973 D_fake: 0.776 (epoch: 22, iters: 32, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.768 G_ID: 0.390 G_Rec: 0.398 D_GP: 0.056 D_real: 0.782 D_fake: 0.815 (epoch: 22, iters: 432, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.669 G_ID: 0.887 G_Rec: 0.433 D_GP: 0.043 D_real: 1.042 D_fake: 0.760 (epoch: 22, iters: 832, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.821 G_ID: 0.403 G_Rec: 0.357 D_GP: 0.067 D_real: 0.795 D_fake: 0.732 (epoch: 22, iters: 1232, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.794 G_ID: 0.808 G_Rec: 0.652 D_GP: 0.070 D_real: 0.748 D_fake: 0.781 (epoch: 22, iters: 1632, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.734 G_ID: 0.425 G_Rec: 0.356 D_GP: 0.067 D_real: 1.018 D_fake: 0.616 (epoch: 22, iters: 2032, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.731 G_ID: 0.862 G_Rec: 0.339 D_GP: 0.061 D_real: 0.920 D_fake: 0.791 (epoch: 22, iters: 2432, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 1.068 G_ID: 0.413 G_Rec: 0.420 D_GP: 0.102 D_real: 0.496 D_fake: 0.750 (epoch: 22, iters: 2832, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.706 G_ID: 0.837 G_Rec: 0.344 D_GP: 0.026 D_real: 0.959 D_fake: 0.772 (epoch: 22, iters: 3232, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 0.773 G_ID: 0.412 G_Rec: 0.377 D_GP: 0.065 D_real: 1.115 D_fake: 0.499 (epoch: 22, iters: 3632, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.480 G_ID: 0.856 G_Rec: 0.330 D_GP: 0.016 D_real: 1.147 D_fake: 0.758 (epoch: 22, iters: 4032, time: 0.064) G_GAN: 0.020 G_GAN_Feat: 0.553 G_ID: 0.332 G_Rec: 0.406 D_GP: 0.029 D_real: 0.906 D_fake: 0.980 (epoch: 22, iters: 4432, time: 0.064) G_GAN: 0.905 G_GAN_Feat: 0.584 G_ID: 0.846 G_Rec: 0.438 D_GP: 0.023 D_real: 1.698 D_fake: 0.215 (epoch: 22, iters: 4832, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.628 G_ID: 0.325 G_Rec: 0.452 D_GP: 0.049 D_real: 0.983 D_fake: 0.717 (epoch: 22, iters: 5232, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.653 G_ID: 0.857 G_Rec: 0.425 D_GP: 0.054 D_real: 1.065 D_fake: 0.616 (epoch: 22, iters: 5632, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.570 G_ID: 0.414 G_Rec: 0.338 D_GP: 0.041 D_real: 1.065 D_fake: 0.757 (epoch: 22, iters: 6032, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.709 G_ID: 0.848 G_Rec: 0.353 D_GP: 0.076 D_real: 0.758 D_fake: 0.878 (epoch: 22, iters: 6432, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 0.785 G_ID: 0.388 G_Rec: 0.401 D_GP: 0.106 D_real: 1.011 D_fake: 0.596 (epoch: 22, iters: 6832, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.671 G_ID: 0.822 G_Rec: 0.421 D_GP: 0.066 D_real: 0.917 D_fake: 0.805 (epoch: 22, iters: 7232, time: 0.064) G_GAN: 0.194 G_GAN_Feat: 1.041 G_ID: 0.399 G_Rec: 0.378 D_GP: 0.193 D_real: 0.479 D_fake: 0.806 (epoch: 22, iters: 7632, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.737 G_ID: 0.818 G_Rec: 0.329 D_GP: 0.042 D_real: 1.092 D_fake: 0.674 (epoch: 22, iters: 8032, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.731 G_ID: 0.391 G_Rec: 0.381 D_GP: 0.046 D_real: 1.178 D_fake: 0.633 (epoch: 22, iters: 8432, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.703 G_ID: 0.811 G_Rec: 0.468 D_GP: 0.063 D_real: 0.884 D_fake: 0.840 (epoch: 23, iters: 224, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.809 G_ID: 0.400 G_Rec: 0.412 D_GP: 0.089 D_real: 0.695 D_fake: 0.763 (epoch: 23, iters: 624, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.728 G_ID: 0.839 G_Rec: 0.418 D_GP: 0.036 D_real: 1.034 D_fake: 0.683 (epoch: 23, iters: 1024, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.582 G_ID: 0.381 G_Rec: 0.395 D_GP: 0.022 D_real: 1.328 D_fake: 0.579 (epoch: 23, iters: 1424, time: 0.064) G_GAN: 0.512 G_GAN_Feat: 0.611 G_ID: 0.798 G_Rec: 0.431 D_GP: 0.024 D_real: 1.329 D_fake: 0.490 (epoch: 23, iters: 1824, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.681 G_ID: 0.467 G_Rec: 0.410 D_GP: 0.046 D_real: 1.020 D_fake: 0.779 (epoch: 23, iters: 2224, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.639 G_ID: 0.834 G_Rec: 0.427 D_GP: 0.039 D_real: 0.776 D_fake: 0.913 (epoch: 23, iters: 2624, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.852 G_ID: 0.429 G_Rec: 0.376 D_GP: 0.056 D_real: 0.799 D_fake: 0.717 (epoch: 23, iters: 3024, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 1.085 G_ID: 0.835 G_Rec: 0.382 D_GP: 0.167 D_real: 0.587 D_fake: 0.675 (epoch: 23, iters: 3424, time: 0.064) G_GAN: 0.042 G_GAN_Feat: 0.760 G_ID: 0.417 G_Rec: 0.346 D_GP: 0.077 D_real: 0.567 D_fake: 0.960 (epoch: 23, iters: 3824, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.648 G_ID: 0.824 G_Rec: 0.409 D_GP: 0.035 D_real: 0.948 D_fake: 0.849 (epoch: 23, iters: 4224, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.823 G_ID: 0.461 G_Rec: 0.451 D_GP: 0.068 D_real: 0.856 D_fake: 0.606 (epoch: 23, iters: 4624, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.757 G_ID: 0.801 G_Rec: 0.342 D_GP: 0.071 D_real: 0.830 D_fake: 0.701 (epoch: 23, iters: 5024, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.829 G_ID: 0.381 G_Rec: 0.405 D_GP: 0.040 D_real: 0.625 D_fake: 0.916 (epoch: 23, iters: 5424, time: 0.064) G_GAN: 0.066 G_GAN_Feat: 0.692 G_ID: 0.868 G_Rec: 0.361 D_GP: 0.040 D_real: 0.796 D_fake: 0.935 (epoch: 23, iters: 5824, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 1.091 G_ID: 0.367 G_Rec: 0.384 D_GP: 0.086 D_real: 0.455 D_fake: 0.860 (epoch: 23, iters: 6224, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.621 G_ID: 0.817 G_Rec: 0.357 D_GP: 0.024 D_real: 1.015 D_fake: 0.800 (epoch: 23, iters: 6624, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 0.837 G_ID: 0.341 G_Rec: 0.379 D_GP: 0.107 D_real: 1.114 D_fake: 0.455 (epoch: 23, iters: 7024, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 1.085 G_ID: 0.798 G_Rec: 0.397 D_GP: 0.105 D_real: 0.643 D_fake: 0.727 (epoch: 23, iters: 7424, time: 0.064) G_GAN: 0.612 G_GAN_Feat: 0.521 G_ID: 0.412 G_Rec: 0.445 D_GP: 0.018 D_real: 1.482 D_fake: 0.393 (epoch: 23, iters: 7824, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.536 G_ID: 0.777 G_Rec: 0.383 D_GP: 0.020 D_real: 0.997 D_fake: 0.874 (epoch: 23, iters: 8224, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.503 G_ID: 0.437 G_Rec: 0.324 D_GP: 0.025 D_real: 1.040 D_fake: 0.811 (epoch: 24, iters: 16, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.548 G_ID: 0.858 G_Rec: 0.339 D_GP: 0.031 D_real: 1.196 D_fake: 0.594 (epoch: 24, iters: 416, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 0.530 G_ID: 0.429 G_Rec: 0.309 D_GP: 0.031 D_real: 1.005 D_fake: 0.837 (epoch: 24, iters: 816, time: 0.064) G_GAN: 0.440 G_GAN_Feat: 0.601 G_ID: 0.829 G_Rec: 0.367 D_GP: 0.042 D_real: 1.186 D_fake: 0.567 (epoch: 24, iters: 1216, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.648 G_ID: 0.337 G_Rec: 0.367 D_GP: 0.038 D_real: 1.063 D_fake: 0.709 (epoch: 24, iters: 1616, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.672 G_ID: 0.821 G_Rec: 0.377 D_GP: 0.055 D_real: 0.846 D_fake: 0.813 (epoch: 24, iters: 2016, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.613 G_ID: 0.377 G_Rec: 0.336 D_GP: 0.060 D_real: 0.917 D_fake: 0.849 (epoch: 24, iters: 2416, time: 0.064) G_GAN: 0.060 G_GAN_Feat: 0.614 G_ID: 0.823 G_Rec: 0.316 D_GP: 0.063 D_real: 0.854 D_fake: 0.940 (epoch: 24, iters: 2816, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.802 G_ID: 0.403 G_Rec: 0.462 D_GP: 0.046 D_real: 1.095 D_fake: 0.654 (epoch: 24, iters: 3216, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 1.155 G_ID: 0.808 G_Rec: 0.372 D_GP: 0.227 D_real: 0.507 D_fake: 0.817 (epoch: 24, iters: 3616, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.616 G_ID: 0.358 G_Rec: 0.472 D_GP: 0.044 D_real: 0.885 D_fake: 0.910 (epoch: 24, iters: 4016, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.740 G_ID: 0.790 G_Rec: 0.530 D_GP: 0.030 D_real: 1.249 D_fake: 0.528 (epoch: 24, iters: 4416, time: 0.064) G_GAN: 0.552 G_GAN_Feat: 0.692 G_ID: 0.360 G_Rec: 0.366 D_GP: 0.066 D_real: 1.223 D_fake: 0.453 (epoch: 24, iters: 4816, time: 0.064) G_GAN: 0.499 G_GAN_Feat: 0.877 G_ID: 0.834 G_Rec: 0.381 D_GP: 0.050 D_real: 1.068 D_fake: 0.523 (epoch: 24, iters: 5216, time: 0.064) G_GAN: -0.163 G_GAN_Feat: 0.733 G_ID: 0.419 G_Rec: 0.388 D_GP: 0.084 D_real: 0.455 D_fake: 1.164 (epoch: 24, iters: 5616, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.861 G_ID: 0.789 G_Rec: 0.387 D_GP: 0.042 D_real: 1.048 D_fake: 0.722 (epoch: 24, iters: 6016, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 0.684 G_ID: 0.385 G_Rec: 0.419 D_GP: 0.041 D_real: 1.225 D_fake: 0.522 (epoch: 24, iters: 6416, time: 0.064) G_GAN: 0.096 G_GAN_Feat: 0.729 G_ID: 0.795 G_Rec: 0.389 D_GP: 0.039 D_real: 0.780 D_fake: 0.906 (epoch: 24, iters: 6816, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 0.724 G_ID: 0.413 G_Rec: 0.463 D_GP: 0.025 D_real: 1.323 D_fake: 0.418 (epoch: 24, iters: 7216, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.694 G_ID: 0.798 G_Rec: 0.473 D_GP: 0.024 D_real: 1.140 D_fake: 0.654 (epoch: 24, iters: 7616, time: 0.064) G_GAN: 0.723 G_GAN_Feat: 0.692 G_ID: 0.372 G_Rec: 0.351 D_GP: 0.040 D_real: 1.416 D_fake: 0.303 (epoch: 24, iters: 8016, time: 0.064) G_GAN: 0.487 G_GAN_Feat: 0.668 G_ID: 0.813 G_Rec: 0.334 D_GP: 0.028 D_real: 1.284 D_fake: 0.514 (epoch: 24, iters: 8416, time: 0.064) G_GAN: 0.026 G_GAN_Feat: 0.897 G_ID: 0.326 G_Rec: 0.504 D_GP: 0.114 D_real: 0.510 D_fake: 0.975 (epoch: 25, iters: 208, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.655 G_ID: 0.834 G_Rec: 0.341 D_GP: 0.051 D_real: 0.936 D_fake: 0.766 (epoch: 25, iters: 608, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.835 G_ID: 0.417 G_Rec: 0.336 D_GP: 0.108 D_real: 0.977 D_fake: 0.683 (epoch: 25, iters: 1008, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 1.075 G_ID: 0.757 G_Rec: 0.405 D_GP: 0.326 D_real: 0.554 D_fake: 0.840 (epoch: 25, iters: 1408, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 1.259 G_ID: 0.407 G_Rec: 0.430 D_GP: 0.367 D_real: 0.306 D_fake: 0.782 (epoch: 25, iters: 1808, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.793 G_ID: 0.824 G_Rec: 0.465 D_GP: 0.083 D_real: 0.757 D_fake: 0.768 (epoch: 25, iters: 2208, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.636 G_ID: 0.390 G_Rec: 0.354 D_GP: 0.024 D_real: 1.040 D_fake: 0.842 (epoch: 25, iters: 2608, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 0.760 G_ID: 0.782 G_Rec: 0.336 D_GP: 0.070 D_real: 1.186 D_fake: 0.422 (epoch: 25, iters: 3008, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.589 G_ID: 0.351 G_Rec: 0.326 D_GP: 0.035 D_real: 1.026 D_fake: 0.770 (epoch: 25, iters: 3408, time: 0.064) G_GAN: 0.664 G_GAN_Feat: 0.724 G_ID: 0.786 G_Rec: 0.385 D_GP: 0.034 D_real: 1.442 D_fake: 0.377 (epoch: 25, iters: 3808, time: 0.064) G_GAN: 0.399 G_GAN_Feat: 0.882 G_ID: 0.333 G_Rec: 0.409 D_GP: 0.040 D_real: 1.010 D_fake: 0.601 (epoch: 25, iters: 4208, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 1.238 G_ID: 0.777 G_Rec: 0.521 D_GP: 0.239 D_real: 0.593 D_fake: 0.613 (epoch: 25, iters: 4608, time: 0.064) G_GAN: 0.470 G_GAN_Feat: 0.855 G_ID: 0.359 G_Rec: 0.328 D_GP: 0.076 D_real: 1.008 D_fake: 0.530 (epoch: 25, iters: 5008, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 0.744 G_ID: 0.835 G_Rec: 0.351 D_GP: 0.040 D_real: 1.247 D_fake: 0.534 (epoch: 25, iters: 5408, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 0.580 G_ID: 0.351 G_Rec: 0.347 D_GP: 0.022 D_real: 1.313 D_fake: 0.480 (epoch: 25, iters: 5808, time: 0.064) G_GAN: 0.033 G_GAN_Feat: 0.881 G_ID: 0.819 G_Rec: 0.385 D_GP: 0.082 D_real: 0.444 D_fake: 0.967 (epoch: 25, iters: 6208, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.725 G_ID: 0.348 G_Rec: 0.372 D_GP: 0.059 D_real: 0.869 D_fake: 0.767 (epoch: 25, iters: 6608, time: 0.064) G_GAN: 0.064 G_GAN_Feat: 0.830 G_ID: 0.796 G_Rec: 0.354 D_GP: 0.047 D_real: 1.040 D_fake: 0.937 (epoch: 25, iters: 7008, time: 0.064) G_GAN: 0.120 G_GAN_Feat: 0.949 G_ID: 0.323 G_Rec: 0.494 D_GP: 0.095 D_real: 0.573 D_fake: 0.881 (epoch: 25, iters: 7408, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.631 G_ID: 0.774 G_Rec: 0.407 D_GP: 0.026 D_real: 1.057 D_fake: 0.715 (epoch: 25, iters: 7808, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 1.059 G_ID: 0.431 G_Rec: 0.440 D_GP: 0.110 D_real: 0.699 D_fake: 0.726 (epoch: 25, iters: 8208, time: 0.064) G_GAN: 0.653 G_GAN_Feat: 0.834 G_ID: 0.800 G_Rec: 0.370 D_GP: 0.096 D_real: 1.109 D_fake: 0.365 (epoch: 25, iters: 8608, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.560 G_ID: 0.421 G_Rec: 0.384 D_GP: 0.024 D_real: 1.190 D_fake: 0.612 (epoch: 26, iters: 400, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 1.221 G_ID: 0.802 G_Rec: 0.499 D_GP: 0.127 D_real: 0.442 D_fake: 0.843 (epoch: 26, iters: 800, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 1.063 G_ID: 0.365 G_Rec: 0.446 D_GP: 0.058 D_real: 1.194 D_fake: 0.642 (epoch: 26, iters: 1200, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 1.135 G_ID: 0.776 G_Rec: 0.353 D_GP: 0.092 D_real: 1.084 D_fake: 0.660 (epoch: 26, iters: 1600, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.686 G_ID: 0.368 G_Rec: 0.500 D_GP: 0.039 D_real: 0.814 D_fake: 0.871 (epoch: 26, iters: 2000, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.748 G_ID: 0.783 G_Rec: 0.364 D_GP: 0.043 D_real: 1.035 D_fake: 0.610 (epoch: 26, iters: 2400, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.584 G_ID: 0.334 G_Rec: 0.376 D_GP: 0.017 D_real: 1.270 D_fake: 0.593 (epoch: 26, iters: 2800, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.783 G_ID: 0.789 G_Rec: 0.398 D_GP: 0.040 D_real: 1.142 D_fake: 0.687 (epoch: 26, iters: 3200, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.947 G_ID: 0.386 G_Rec: 0.475 D_GP: 0.425 D_real: 0.524 D_fake: 0.931 (epoch: 26, iters: 3600, time: 0.064) G_GAN: 0.575 G_GAN_Feat: 0.703 G_ID: 0.747 G_Rec: 0.374 D_GP: 0.028 D_real: 1.354 D_fake: 0.438 (epoch: 26, iters: 4000, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.837 G_ID: 0.394 G_Rec: 0.388 D_GP: 0.070 D_real: 0.965 D_fake: 0.649 (epoch: 26, iters: 4400, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.749 G_ID: 0.784 G_Rec: 0.431 D_GP: 0.038 D_real: 0.883 D_fake: 0.753 (epoch: 26, iters: 4800, time: 0.064) G_GAN: 0.663 G_GAN_Feat: 0.804 G_ID: 0.396 G_Rec: 0.530 D_GP: 0.038 D_real: 1.429 D_fake: 0.356 (epoch: 26, iters: 5200, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.658 G_ID: 0.762 G_Rec: 0.356 D_GP: 0.033 D_real: 1.037 D_fake: 0.702 (epoch: 26, iters: 5600, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.739 G_ID: 0.355 G_Rec: 0.356 D_GP: 0.051 D_real: 1.091 D_fake: 0.592 (epoch: 26, iters: 6000, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.751 G_ID: 0.751 G_Rec: 0.378 D_GP: 0.051 D_real: 0.970 D_fake: 0.764 (epoch: 26, iters: 6400, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 1.151 G_ID: 0.366 G_Rec: 0.355 D_GP: 0.361 D_real: 0.296 D_fake: 0.670 (epoch: 26, iters: 6800, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 0.756 G_ID: 0.798 G_Rec: 0.376 D_GP: 0.051 D_real: 1.095 D_fake: 0.547 (epoch: 26, iters: 7200, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.633 G_ID: 0.396 G_Rec: 0.361 D_GP: 0.024 D_real: 0.970 D_fake: 0.771 (epoch: 26, iters: 7600, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.693 G_ID: 0.769 G_Rec: 0.322 D_GP: 0.051 D_real: 0.861 D_fake: 0.843 (epoch: 26, iters: 8000, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 1.083 G_ID: 0.355 G_Rec: 0.425 D_GP: 0.239 D_real: 0.565 D_fake: 0.588 (epoch: 26, iters: 8400, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.521 G_ID: 0.783 G_Rec: 0.337 D_GP: 0.022 D_real: 1.211 D_fake: 0.672 (epoch: 27, iters: 192, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.554 G_ID: 0.374 G_Rec: 0.358 D_GP: 0.026 D_real: 1.152 D_fake: 0.694 (epoch: 27, iters: 592, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.578 G_ID: 0.771 G_Rec: 0.345 D_GP: 0.040 D_real: 0.937 D_fake: 0.835 (epoch: 27, iters: 992, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.661 G_ID: 0.330 G_Rec: 0.367 D_GP: 0.045 D_real: 1.215 D_fake: 0.523 (epoch: 27, iters: 1392, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 0.677 G_ID: 0.725 G_Rec: 0.350 D_GP: 0.044 D_real: 1.247 D_fake: 0.479 (epoch: 27, iters: 1792, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.927 G_ID: 0.343 G_Rec: 0.353 D_GP: 0.061 D_real: 0.773 D_fake: 0.652 (epoch: 27, iters: 2192, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.740 G_ID: 0.758 G_Rec: 0.386 D_GP: 0.039 D_real: 0.976 D_fake: 0.691 (epoch: 27, iters: 2592, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 0.904 G_ID: 0.390 G_Rec: 0.431 D_GP: 0.118 D_real: 0.838 D_fake: 0.523 (epoch: 27, iters: 2992, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 1.200 G_ID: 0.780 G_Rec: 0.403 D_GP: 0.243 D_real: 0.500 D_fake: 0.545 (epoch: 27, iters: 3392, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.778 G_ID: 0.362 G_Rec: 0.599 D_GP: 0.028 D_real: 1.114 D_fake: 0.638 (epoch: 27, iters: 3792, time: 0.064) G_GAN: 0.604 G_GAN_Feat: 0.776 G_ID: 0.793 G_Rec: 0.378 D_GP: 0.091 D_real: 1.221 D_fake: 0.495 (epoch: 27, iters: 4192, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.826 G_ID: 0.318 G_Rec: 0.345 D_GP: 0.095 D_real: 0.823 D_fake: 0.670 (epoch: 27, iters: 4592, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.825 G_ID: 0.733 G_Rec: 0.423 D_GP: 0.029 D_real: 1.032 D_fake: 0.569 (epoch: 27, iters: 4992, time: 0.064) G_GAN: -0.152 G_GAN_Feat: 0.825 G_ID: 0.391 G_Rec: 0.472 D_GP: 0.088 D_real: 0.591 D_fake: 1.152 (epoch: 27, iters: 5392, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.644 G_ID: 0.801 G_Rec: 0.363 D_GP: 0.028 D_real: 1.231 D_fake: 0.549 (epoch: 27, iters: 5792, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.734 G_ID: 0.353 G_Rec: 0.391 D_GP: 0.039 D_real: 0.727 D_fake: 0.953 (epoch: 27, iters: 6192, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.696 G_ID: 0.752 G_Rec: 0.410 D_GP: 0.023 D_real: 0.866 D_fake: 0.847 (epoch: 27, iters: 6592, time: 0.064) G_GAN: 0.553 G_GAN_Feat: 0.787 G_ID: 0.360 G_Rec: 0.405 D_GP: 0.045 D_real: 1.326 D_fake: 0.451 (epoch: 27, iters: 6992, time: 0.064) G_GAN: 0.624 G_GAN_Feat: 0.634 G_ID: 0.790 G_Rec: 0.447 D_GP: 0.020 D_real: 1.534 D_fake: 0.425 (epoch: 27, iters: 7392, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 1.169 G_ID: 0.390 G_Rec: 0.394 D_GP: 0.103 D_real: 0.490 D_fake: 0.721 (epoch: 27, iters: 7792, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 0.840 G_ID: 0.699 G_Rec: 0.383 D_GP: 0.049 D_real: 1.191 D_fake: 0.529 (epoch: 27, iters: 8192, time: 0.064) G_GAN: 0.733 G_GAN_Feat: 0.737 G_ID: 0.330 G_Rec: 0.343 D_GP: 0.042 D_real: 1.375 D_fake: 0.275 (epoch: 27, iters: 8592, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.871 G_ID: 0.764 G_Rec: 0.353 D_GP: 0.057 D_real: 1.072 D_fake: 0.576 (epoch: 28, iters: 384, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.629 G_ID: 0.309 G_Rec: 0.358 D_GP: 0.035 D_real: 0.997 D_fake: 0.862 (epoch: 28, iters: 784, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.719 G_ID: 0.798 G_Rec: 0.372 D_GP: 0.063 D_real: 1.086 D_fake: 0.590 (epoch: 28, iters: 1184, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 1.014 G_ID: 0.352 G_Rec: 0.432 D_GP: 0.261 D_real: 0.895 D_fake: 0.701 (epoch: 28, iters: 1584, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.924 G_ID: 0.712 G_Rec: 0.426 D_GP: 0.076 D_real: 1.048 D_fake: 0.711 (epoch: 28, iters: 1984, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.817 G_ID: 0.299 G_Rec: 0.425 D_GP: 0.058 D_real: 1.172 D_fake: 0.564 (epoch: 28, iters: 2384, time: 0.064) G_GAN: -0.048 G_GAN_Feat: 0.914 G_ID: 0.763 G_Rec: 0.392 D_GP: 0.155 D_real: 0.513 D_fake: 1.049 (epoch: 28, iters: 2784, time: 0.064) G_GAN: 0.676 G_GAN_Feat: 1.238 G_ID: 0.367 G_Rec: 0.409 D_GP: 0.060 D_real: 1.449 D_fake: 0.447 (epoch: 28, iters: 3184, time: 0.064) G_GAN: 0.513 G_GAN_Feat: 0.903 G_ID: 0.699 G_Rec: 0.358 D_GP: 0.121 D_real: 1.125 D_fake: 0.488 (epoch: 28, iters: 3584, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.568 G_ID: 0.361 G_Rec: 0.358 D_GP: 0.025 D_real: 1.173 D_fake: 0.653 (epoch: 28, iters: 3984, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.729 G_ID: 0.725 G_Rec: 0.356 D_GP: 0.034 D_real: 1.168 D_fake: 0.612 (epoch: 28, iters: 4384, time: 0.064) G_GAN: 0.189 G_GAN_Feat: 0.567 G_ID: 0.344 G_Rec: 0.415 D_GP: 0.030 D_real: 0.979 D_fake: 0.812 (epoch: 28, iters: 4784, time: 0.064) G_GAN: -0.116 G_GAN_Feat: 0.717 G_ID: 0.715 G_Rec: 0.452 D_GP: 0.048 D_real: 0.472 D_fake: 1.116 (epoch: 28, iters: 5184, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.584 G_ID: 0.345 G_Rec: 0.482 D_GP: 0.031 D_real: 0.906 D_fake: 0.883 (epoch: 28, iters: 5584, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.824 G_ID: 0.717 G_Rec: 0.357 D_GP: 0.047 D_real: 0.630 D_fake: 0.877 (epoch: 28, iters: 5984, time: 0.064) G_GAN: 0.563 G_GAN_Feat: 0.769 G_ID: 0.383 G_Rec: 0.373 D_GP: 0.045 D_real: 1.135 D_fake: 0.477 (epoch: 28, iters: 6384, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.699 G_ID: 0.711 G_Rec: 0.399 D_GP: 0.033 D_real: 1.115 D_fake: 0.780 (epoch: 28, iters: 6784, time: 0.064) G_GAN: 0.527 G_GAN_Feat: 0.680 G_ID: 0.352 G_Rec: 0.380 D_GP: 0.022 D_real: 1.307 D_fake: 0.478 (epoch: 28, iters: 7184, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.570 G_ID: 0.675 G_Rec: 0.356 D_GP: 0.028 D_real: 1.028 D_fake: 0.762 (epoch: 28, iters: 7584, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.589 G_ID: 0.358 G_Rec: 0.354 D_GP: 0.037 D_real: 1.243 D_fake: 0.536 (epoch: 28, iters: 7984, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 1.147 G_ID: 0.688 G_Rec: 0.435 D_GP: 0.548 D_real: 0.331 D_fake: 0.921 (epoch: 28, iters: 8384, time: 0.064) G_GAN: 0.023 G_GAN_Feat: 0.887 G_ID: 0.352 G_Rec: 0.377 D_GP: 0.067 D_real: 0.457 D_fake: 0.977 (epoch: 29, iters: 176, time: 0.064) G_GAN: 0.685 G_GAN_Feat: 0.642 G_ID: 0.733 G_Rec: 0.383 D_GP: 0.035 D_real: 1.471 D_fake: 0.327 (epoch: 29, iters: 576, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.594 G_ID: 0.248 G_Rec: 0.327 D_GP: 0.029 D_real: 0.915 D_fake: 0.813 (epoch: 29, iters: 976, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.781 G_ID: 0.787 G_Rec: 0.349 D_GP: 0.095 D_real: 0.862 D_fake: 0.696 (epoch: 29, iters: 1376, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.708 G_ID: 0.335 G_Rec: 0.440 D_GP: 0.040 D_real: 1.152 D_fake: 0.496 (epoch: 29, iters: 1776, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 1.163 G_ID: 0.743 G_Rec: 0.426 D_GP: 0.072 D_real: 0.345 D_fake: 0.714 (epoch: 29, iters: 2176, time: 0.064) G_GAN: 0.853 G_GAN_Feat: 0.822 G_ID: 0.304 G_Rec: 0.378 D_GP: 0.047 D_real: 1.446 D_fake: 0.482 (epoch: 29, iters: 2576, time: 0.064) G_GAN: 0.634 G_GAN_Feat: 0.781 G_ID: 0.711 G_Rec: 0.429 D_GP: 0.046 D_real: 1.331 D_fake: 0.496 (epoch: 29, iters: 2976, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.692 G_ID: 0.333 G_Rec: 0.360 D_GP: 0.029 D_real: 0.825 D_fake: 0.912 (epoch: 29, iters: 3376, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.715 G_ID: 0.722 G_Rec: 0.463 D_GP: 0.041 D_real: 0.977 D_fake: 0.655 (epoch: 29, iters: 3776, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.794 G_ID: 0.360 G_Rec: 0.395 D_GP: 0.051 D_real: 0.942 D_fake: 0.568 (epoch: 29, iters: 4176, time: 0.064) G_GAN: 0.396 G_GAN_Feat: 0.706 G_ID: 0.702 G_Rec: 0.391 D_GP: 0.042 D_real: 1.098 D_fake: 0.604 (epoch: 29, iters: 4576, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.802 G_ID: 0.354 G_Rec: 0.360 D_GP: 0.049 D_real: 1.097 D_fake: 0.766 (epoch: 29, iters: 4976, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.840 G_ID: 0.726 G_Rec: 0.382 D_GP: 0.041 D_real: 0.831 D_fake: 0.774 (epoch: 29, iters: 5376, time: 0.064) G_GAN: 0.089 G_GAN_Feat: 0.757 G_ID: 0.326 G_Rec: 0.381 D_GP: 0.071 D_real: 0.664 D_fake: 0.911 (epoch: 29, iters: 5776, time: 0.064) G_GAN: -0.004 G_GAN_Feat: 0.820 G_ID: 0.686 G_Rec: 0.381 D_GP: 0.129 D_real: 0.469 D_fake: 1.004 (epoch: 29, iters: 6176, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.538 G_ID: 0.316 G_Rec: 0.348 D_GP: 0.019 D_real: 1.269 D_fake: 0.635 (epoch: 29, iters: 6576, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.602 G_ID: 0.669 G_Rec: 0.358 D_GP: 0.019 D_real: 0.991 D_fake: 0.853 (epoch: 29, iters: 6976, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.734 G_ID: 0.406 G_Rec: 0.472 D_GP: 0.040 D_real: 0.756 D_fake: 0.853 (epoch: 29, iters: 7376, time: 0.064) G_GAN: 0.781 G_GAN_Feat: 1.135 G_ID: 0.689 G_Rec: 0.478 D_GP: 0.079 D_real: 1.044 D_fake: 0.379 (epoch: 29, iters: 7776, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.805 G_ID: 0.359 G_Rec: 0.360 D_GP: 0.081 D_real: 0.721 D_fake: 0.818 (epoch: 29, iters: 8176, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 1.066 G_ID: 0.779 G_Rec: 0.365 D_GP: 0.194 D_real: 0.518 D_fake: 0.885 (epoch: 29, iters: 8576, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 1.011 G_ID: 0.362 G_Rec: 0.422 D_GP: 0.076 D_real: 0.634 D_fake: 0.529 (epoch: 30, iters: 368, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 1.532 G_ID: 0.704 G_Rec: 0.360 D_GP: 0.287 D_real: 0.491 D_fake: 0.660 (epoch: 30, iters: 768, time: 0.064) G_GAN: 0.806 G_GAN_Feat: 0.725 G_ID: 0.338 G_Rec: 0.384 D_GP: 0.034 D_real: 1.540 D_fake: 0.427 (epoch: 30, iters: 1168, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 1.095 G_ID: 0.739 G_Rec: 0.541 D_GP: 0.156 D_real: 0.422 D_fake: 0.813 (epoch: 30, iters: 1568, time: 0.064) G_GAN: 0.470 G_GAN_Feat: 0.681 G_ID: 0.327 G_Rec: 0.379 D_GP: 0.031 D_real: 1.217 D_fake: 0.535 (epoch: 30, iters: 1968, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.820 G_ID: 0.696 G_Rec: 0.374 D_GP: 0.086 D_real: 1.064 D_fake: 0.495 (epoch: 30, iters: 2368, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.683 G_ID: 0.351 G_Rec: 0.378 D_GP: 0.030 D_real: 0.996 D_fake: 0.820 (epoch: 30, iters: 2768, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.737 G_ID: 0.755 G_Rec: 0.388 D_GP: 0.027 D_real: 1.113 D_fake: 0.623 (epoch: 30, iters: 3168, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.686 G_ID: 0.335 G_Rec: 0.418 D_GP: 0.051 D_real: 0.879 D_fake: 0.779 (epoch: 30, iters: 3568, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.595 G_ID: 0.704 G_Rec: 0.368 D_GP: 0.024 D_real: 1.221 D_fake: 0.600 (epoch: 30, iters: 3968, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 1.174 G_ID: 0.318 G_Rec: 0.448 D_GP: 0.237 D_real: 0.539 D_fake: 0.577 (epoch: 30, iters: 4368, time: 0.064) G_GAN: -0.119 G_GAN_Feat: 0.937 G_ID: 0.725 G_Rec: 0.371 D_GP: 0.158 D_real: 0.546 D_fake: 1.119 (epoch: 30, iters: 4768, time: 0.064) G_GAN: -0.039 G_GAN_Feat: 0.692 G_ID: 0.354 G_Rec: 0.490 D_GP: 0.032 D_real: 0.683 D_fake: 1.039 (epoch: 30, iters: 5168, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.686 G_ID: 0.679 G_Rec: 0.451 D_GP: 0.027 D_real: 1.020 D_fake: 0.816 (epoch: 30, iters: 5568, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.666 G_ID: 0.338 G_Rec: 0.433 D_GP: 0.032 D_real: 1.109 D_fake: 0.647 (epoch: 30, iters: 5968, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.716 G_ID: 0.661 G_Rec: 0.378 D_GP: 0.035 D_real: 1.195 D_fake: 0.532 (epoch: 30, iters: 6368, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.682 G_ID: 0.310 G_Rec: 0.354 D_GP: 0.048 D_real: 0.934 D_fake: 0.718 (epoch: 30, iters: 6768, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 0.973 G_ID: 0.666 G_Rec: 0.403 D_GP: 0.173 D_real: 0.867 D_fake: 0.437 (epoch: 30, iters: 7168, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.856 G_ID: 0.272 G_Rec: 0.436 D_GP: 0.048 D_real: 0.773 D_fake: 0.765 (epoch: 30, iters: 7568, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.558 G_ID: 0.697 G_Rec: 0.351 D_GP: 0.018 D_real: 1.201 D_fake: 0.698 (epoch: 30, iters: 7968, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 0.598 G_ID: 0.332 G_Rec: 0.384 D_GP: 0.028 D_real: 1.389 D_fake: 0.477 (epoch: 30, iters: 8368, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.774 G_ID: 0.694 G_Rec: 0.366 D_GP: 0.055 D_real: 1.054 D_fake: 0.588 (epoch: 31, iters: 160, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 0.841 G_ID: 0.321 G_Rec: 0.387 D_GP: 0.054 D_real: 1.006 D_fake: 0.509 (epoch: 31, iters: 560, time: 0.064) G_GAN: 0.558 G_GAN_Feat: 1.008 G_ID: 0.713 G_Rec: 0.392 D_GP: 0.115 D_real: 0.739 D_fake: 0.450 (epoch: 31, iters: 960, time: 0.064) G_GAN: 0.561 G_GAN_Feat: 0.823 G_ID: 0.360 G_Rec: 0.393 D_GP: 0.044 D_real: 1.211 D_fake: 0.442 (epoch: 31, iters: 1360, time: 0.064) G_GAN: 0.647 G_GAN_Feat: 0.861 G_ID: 0.677 G_Rec: 0.362 D_GP: 0.045 D_real: 1.428 D_fake: 0.470 (epoch: 31, iters: 1760, time: 0.064) G_GAN: 0.055 G_GAN_Feat: 0.854 G_ID: 0.371 G_Rec: 0.356 D_GP: 0.083 D_real: 0.605 D_fake: 0.945 (epoch: 31, iters: 2160, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 0.522 G_ID: 0.709 G_Rec: 0.391 D_GP: 0.018 D_real: 1.444 D_fake: 0.487 (epoch: 31, iters: 2560, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.542 G_ID: 0.340 G_Rec: 0.374 D_GP: 0.022 D_real: 1.078 D_fake: 0.740 (epoch: 31, iters: 2960, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.591 G_ID: 0.651 G_Rec: 0.326 D_GP: 0.034 D_real: 1.009 D_fake: 0.792 (epoch: 31, iters: 3360, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.731 G_ID: 0.350 G_Rec: 0.381 D_GP: 0.092 D_real: 0.909 D_fake: 0.661 (epoch: 31, iters: 3760, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.742 G_ID: 0.713 G_Rec: 0.405 D_GP: 0.054 D_real: 0.903 D_fake: 0.855 (epoch: 31, iters: 4160, time: 0.064) G_GAN: 0.527 G_GAN_Feat: 0.675 G_ID: 0.301 G_Rec: 0.402 D_GP: 0.036 D_real: 1.278 D_fake: 0.475 (epoch: 31, iters: 4560, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.740 G_ID: 0.648 G_Rec: 0.396 D_GP: 0.034 D_real: 1.047 D_fake: 0.664 (epoch: 31, iters: 4960, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.807 G_ID: 0.353 G_Rec: 0.360 D_GP: 0.064 D_real: 0.996 D_fake: 0.553 (epoch: 31, iters: 5360, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.905 G_ID: 0.668 G_Rec: 0.375 D_GP: 0.108 D_real: 1.019 D_fake: 0.467 (epoch: 31, iters: 5760, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.745 G_ID: 0.322 G_Rec: 0.325 D_GP: 0.063 D_real: 0.905 D_fake: 0.812 (epoch: 31, iters: 6160, time: 0.064) G_GAN: 0.688 G_GAN_Feat: 0.725 G_ID: 0.736 G_Rec: 0.382 D_GP: 0.031 D_real: 1.440 D_fake: 0.395 (epoch: 31, iters: 6560, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 0.766 G_ID: 0.296 G_Rec: 0.371 D_GP: 0.073 D_real: 1.034 D_fake: 0.461 (epoch: 31, iters: 6960, time: 0.064) G_GAN: 1.075 G_GAN_Feat: 0.714 G_ID: 0.665 G_Rec: 0.389 D_GP: 0.023 D_real: 1.808 D_fake: 0.085 (epoch: 31, iters: 7360, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 0.658 G_ID: 0.356 G_Rec: 0.449 D_GP: 0.030 D_real: 1.357 D_fake: 0.465 (epoch: 31, iters: 7760, time: 0.064) G_GAN: 0.702 G_GAN_Feat: 0.788 G_ID: 0.661 G_Rec: 0.396 D_GP: 0.056 D_real: 1.351 D_fake: 0.336 (epoch: 31, iters: 8160, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.688 G_ID: 0.359 G_Rec: 0.359 D_GP: 0.037 D_real: 1.049 D_fake: 0.655 (epoch: 31, iters: 8560, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.635 G_ID: 0.672 G_Rec: 0.390 D_GP: 0.029 D_real: 1.207 D_fake: 0.643 (epoch: 32, iters: 352, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.698 G_ID: 0.342 G_Rec: 0.365 D_GP: 0.034 D_real: 1.164 D_fake: 0.576 (epoch: 32, iters: 752, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 1.048 G_ID: 0.693 G_Rec: 0.486 D_GP: 0.117 D_real: 0.361 D_fake: 0.871 (epoch: 32, iters: 1152, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.628 G_ID: 0.389 G_Rec: 0.408 D_GP: 0.019 D_real: 1.277 D_fake: 0.636 (epoch: 32, iters: 1552, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.567 G_ID: 0.683 G_Rec: 0.360 D_GP: 0.017 D_real: 1.183 D_fake: 0.669 (epoch: 32, iters: 1952, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.548 G_ID: 0.310 G_Rec: 0.394 D_GP: 0.022 D_real: 1.381 D_fake: 0.658 (epoch: 32, iters: 2352, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.603 G_ID: 0.619 G_Rec: 0.369 D_GP: 0.029 D_real: 1.087 D_fake: 0.730 (epoch: 32, iters: 2752, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.594 G_ID: 0.399 G_Rec: 0.366 D_GP: 0.029 D_real: 1.116 D_fake: 0.730 (epoch: 32, iters: 3152, time: 0.064) G_GAN: 0.072 G_GAN_Feat: 0.683 G_ID: 0.733 G_Rec: 0.355 D_GP: 0.058 D_real: 0.818 D_fake: 0.928 (epoch: 32, iters: 3552, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.753 G_ID: 0.311 G_Rec: 0.358 D_GP: 0.067 D_real: 1.017 D_fake: 0.712 (epoch: 32, iters: 3952, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.981 G_ID: 0.685 G_Rec: 0.395 D_GP: 0.065 D_real: 0.816 D_fake: 0.662 (epoch: 32, iters: 4352, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 0.738 G_ID: 0.331 G_Rec: 0.341 D_GP: 0.037 D_real: 0.831 D_fake: 0.803 (epoch: 32, iters: 4752, time: 0.064) G_GAN: 0.553 G_GAN_Feat: 0.789 G_ID: 0.657 G_Rec: 0.479 D_GP: 0.061 D_real: 1.165 D_fake: 0.478 (epoch: 32, iters: 5152, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 0.731 G_ID: 0.352 G_Rec: 0.409 D_GP: 0.034 D_real: 1.105 D_fake: 0.543 (epoch: 32, iters: 5552, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.903 G_ID: 0.634 G_Rec: 0.365 D_GP: 0.083 D_real: 0.911 D_fake: 0.489 (epoch: 32, iters: 5952, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.618 G_ID: 0.278 G_Rec: 0.437 D_GP: 0.022 D_real: 1.033 D_fake: 0.791 (epoch: 32, iters: 6352, time: 0.064) G_GAN: 0.189 G_GAN_Feat: 0.660 G_ID: 0.642 G_Rec: 0.411 D_GP: 0.033 D_real: 1.046 D_fake: 0.811 (epoch: 32, iters: 6752, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.732 G_ID: 0.330 G_Rec: 0.455 D_GP: 0.049 D_real: 1.001 D_fake: 0.672 (epoch: 32, iters: 7152, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.775 G_ID: 0.679 G_Rec: 0.335 D_GP: 0.043 D_real: 0.975 D_fake: 0.686 (epoch: 32, iters: 7552, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.847 G_ID: 0.346 G_Rec: 0.432 D_GP: 0.042 D_real: 0.750 D_fake: 0.733 (epoch: 32, iters: 7952, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 0.605 G_ID: 0.640 G_Rec: 0.325 D_GP: 0.028 D_real: 1.266 D_fake: 0.565 (epoch: 32, iters: 8352, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.870 G_ID: 0.328 G_Rec: 0.363 D_GP: 0.099 D_real: 0.898 D_fake: 0.577 (epoch: 33, iters: 144, time: 0.064) G_GAN: -0.015 G_GAN_Feat: 0.844 G_ID: 0.682 G_Rec: 0.354 D_GP: 0.160 D_real: 0.530 D_fake: 1.015 (epoch: 33, iters: 544, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.924 G_ID: 0.323 G_Rec: 0.341 D_GP: 0.058 D_real: 0.568 D_fake: 0.824 (epoch: 33, iters: 944, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 1.024 G_ID: 0.693 G_Rec: 0.470 D_GP: 0.136 D_real: 0.581 D_fake: 0.646 (epoch: 33, iters: 1344, time: 0.064) G_GAN: 0.759 G_GAN_Feat: 1.042 G_ID: 0.324 G_Rec: 0.391 D_GP: 0.075 D_real: 0.951 D_fake: 0.285 (epoch: 33, iters: 1744, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.489 G_ID: 0.650 G_Rec: 0.362 D_GP: 0.017 D_real: 1.209 D_fake: 0.693 (epoch: 33, iters: 2144, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.494 G_ID: 0.303 G_Rec: 0.326 D_GP: 0.020 D_real: 1.077 D_fake: 0.744 (epoch: 33, iters: 2544, time: 0.064) G_GAN: 0.152 G_GAN_Feat: 0.546 G_ID: 0.703 G_Rec: 0.398 D_GP: 0.022 D_real: 0.943 D_fake: 0.848 (epoch: 33, iters: 2944, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 0.560 G_ID: 0.311 G_Rec: 0.446 D_GP: 0.027 D_real: 1.281 D_fake: 0.594 (epoch: 33, iters: 3344, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.570 G_ID: 0.644 G_Rec: 0.410 D_GP: 0.029 D_real: 0.859 D_fake: 0.879 (epoch: 33, iters: 3744, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.648 G_ID: 0.361 G_Rec: 0.377 D_GP: 0.039 D_real: 0.953 D_fake: 0.745 (epoch: 33, iters: 4144, time: 0.064) G_GAN: 0.024 G_GAN_Feat: 0.654 G_ID: 0.683 G_Rec: 0.393 D_GP: 0.055 D_real: 0.723 D_fake: 0.976 (epoch: 33, iters: 4544, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.960 G_ID: 0.382 G_Rec: 0.382 D_GP: 0.120 D_real: 0.701 D_fake: 0.616 (epoch: 33, iters: 4944, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.800 G_ID: 0.605 G_Rec: 0.370 D_GP: 0.051 D_real: 1.115 D_fake: 0.574 (epoch: 33, iters: 5344, time: 0.064) G_GAN: 0.728 G_GAN_Feat: 0.789 G_ID: 0.301 G_Rec: 0.416 D_GP: 0.061 D_real: 1.268 D_fake: 0.444 (epoch: 33, iters: 5744, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.572 G_ID: 0.648 G_Rec: 0.353 D_GP: 0.020 D_real: 1.289 D_fake: 0.615 (epoch: 33, iters: 6144, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.643 G_ID: 0.319 G_Rec: 0.373 D_GP: 0.032 D_real: 1.178 D_fake: 0.650 (epoch: 33, iters: 6544, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.816 G_ID: 0.639 G_Rec: 0.376 D_GP: 0.049 D_real: 1.008 D_fake: 0.668 (epoch: 33, iters: 6944, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.872 G_ID: 0.331 G_Rec: 0.505 D_GP: 0.055 D_real: 0.700 D_fake: 0.780 (epoch: 33, iters: 7344, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.657 G_ID: 0.664 G_Rec: 0.405 D_GP: 0.038 D_real: 0.973 D_fake: 0.721 (epoch: 33, iters: 7744, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.729 G_ID: 0.270 G_Rec: 0.429 D_GP: 0.056 D_real: 1.037 D_fake: 0.579 (epoch: 33, iters: 8144, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.684 G_ID: 0.704 G_Rec: 0.373 D_GP: 0.041 D_real: 1.096 D_fake: 0.709 (epoch: 33, iters: 8544, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.675 G_ID: 0.367 G_Rec: 0.364 D_GP: 0.019 D_real: 0.964 D_fake: 0.850 (epoch: 34, iters: 336, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.647 G_ID: 0.618 G_Rec: 0.367 D_GP: 0.034 D_real: 0.807 D_fake: 0.825 (epoch: 34, iters: 736, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.866 G_ID: 0.294 G_Rec: 0.351 D_GP: 0.122 D_real: 0.740 D_fake: 0.541 (epoch: 34, iters: 1136, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.738 G_ID: 0.651 G_Rec: 0.448 D_GP: 0.028 D_real: 0.836 D_fake: 0.882 (epoch: 34, iters: 1536, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.753 G_ID: 0.346 G_Rec: 0.345 D_GP: 0.040 D_real: 1.145 D_fake: 0.555 (epoch: 34, iters: 1936, time: 0.064) G_GAN: 0.655 G_GAN_Feat: 0.730 G_ID: 0.644 G_Rec: 0.369 D_GP: 0.036 D_real: 1.423 D_fake: 0.354 (epoch: 34, iters: 2336, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.994 G_ID: 0.330 G_Rec: 0.375 D_GP: 0.107 D_real: 1.108 D_fake: 0.584 (epoch: 34, iters: 2736, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.770 G_ID: 0.648 G_Rec: 0.359 D_GP: 0.058 D_real: 0.891 D_fake: 0.821 (epoch: 34, iters: 3136, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.726 G_ID: 0.290 G_Rec: 0.404 D_GP: 0.031 D_real: 1.027 D_fake: 0.719 (epoch: 34, iters: 3536, time: 0.064) G_GAN: 0.667 G_GAN_Feat: 0.794 G_ID: 0.642 G_Rec: 0.351 D_GP: 0.046 D_real: 1.411 D_fake: 0.348 (epoch: 34, iters: 3936, time: 0.064) G_GAN: -0.065 G_GAN_Feat: 0.723 G_ID: 0.332 G_Rec: 0.356 D_GP: 0.031 D_real: 0.641 D_fake: 1.065 (epoch: 34, iters: 4336, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.762 G_ID: 0.607 G_Rec: 0.348 D_GP: 0.047 D_real: 0.974 D_fake: 0.626 (epoch: 34, iters: 4736, time: 0.064) G_GAN: 0.563 G_GAN_Feat: 1.106 G_ID: 0.295 G_Rec: 0.354 D_GP: 0.084 D_real: 0.690 D_fake: 0.449 (epoch: 34, iters: 5136, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.575 G_ID: 0.590 G_Rec: 0.353 D_GP: 0.030 D_real: 0.971 D_fake: 0.900 (epoch: 34, iters: 5536, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.716 G_ID: 0.358 G_Rec: 0.409 D_GP: 0.052 D_real: 1.086 D_fake: 0.659 (epoch: 34, iters: 5936, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.712 G_ID: 0.634 G_Rec: 0.389 D_GP: 0.056 D_real: 1.066 D_fake: 0.660 (epoch: 34, iters: 6336, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.783 G_ID: 0.320 G_Rec: 0.400 D_GP: 0.088 D_real: 0.850 D_fake: 0.636 (epoch: 34, iters: 6736, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.995 G_ID: 0.643 G_Rec: 0.486 D_GP: 0.086 D_real: 0.387 D_fake: 0.947 (epoch: 34, iters: 7136, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.784 G_ID: 0.325 G_Rec: 0.356 D_GP: 0.046 D_real: 0.974 D_fake: 0.672 (epoch: 34, iters: 7536, time: 0.064) G_GAN: 0.777 G_GAN_Feat: 0.729 G_ID: 0.572 G_Rec: 0.393 D_GP: 0.036 D_real: 1.523 D_fake: 0.393 (epoch: 34, iters: 7936, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.541 G_ID: 0.275 G_Rec: 0.314 D_GP: 0.028 D_real: 1.003 D_fake: 0.846 (epoch: 34, iters: 8336, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.702 G_ID: 0.681 G_Rec: 0.415 D_GP: 0.032 D_real: 0.776 D_fake: 0.909 (epoch: 35, iters: 128, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.668 G_ID: 0.358 G_Rec: 0.500 D_GP: 0.059 D_real: 0.983 D_fake: 0.695 (epoch: 35, iters: 528, time: 0.064) G_GAN: 0.537 G_GAN_Feat: 0.852 G_ID: 0.592 G_Rec: 0.420 D_GP: 0.091 D_real: 1.163 D_fake: 0.515 (epoch: 35, iters: 928, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.790 G_ID: 0.284 G_Rec: 0.419 D_GP: 0.066 D_real: 1.076 D_fake: 0.564 (epoch: 35, iters: 1328, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 0.569 G_ID: 0.653 G_Rec: 0.345 D_GP: 0.021 D_real: 1.390 D_fake: 0.479 (epoch: 35, iters: 1728, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.619 G_ID: 0.303 G_Rec: 0.452 D_GP: 0.035 D_real: 1.120 D_fake: 0.690 (epoch: 35, iters: 2128, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.624 G_ID: 0.609 G_Rec: 0.381 D_GP: 0.039 D_real: 1.149 D_fake: 0.515 (epoch: 35, iters: 2528, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.788 G_ID: 0.311 G_Rec: 0.474 D_GP: 0.087 D_real: 0.708 D_fake: 0.746 (epoch: 35, iters: 2928, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.746 G_ID: 0.612 G_Rec: 0.347 D_GP: 0.086 D_real: 0.875 D_fake: 0.767 (epoch: 35, iters: 3328, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.923 G_ID: 0.302 G_Rec: 0.352 D_GP: 0.072 D_real: 0.565 D_fake: 0.783 (epoch: 35, iters: 3728, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.855 G_ID: 0.623 G_Rec: 0.352 D_GP: 0.153 D_real: 0.774 D_fake: 0.674 (epoch: 35, iters: 4128, time: 0.064) G_GAN: 0.703 G_GAN_Feat: 0.697 G_ID: 0.331 G_Rec: 0.452 D_GP: 0.029 D_real: 1.490 D_fake: 0.313 (epoch: 35, iters: 4528, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 1.183 G_ID: 0.644 G_Rec: 0.370 D_GP: 0.301 D_real: 0.466 D_fake: 0.613 (epoch: 35, iters: 4928, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 1.097 G_ID: 0.362 G_Rec: 0.430 D_GP: 0.219 D_real: 0.451 D_fake: 0.571 (epoch: 35, iters: 5328, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.564 G_ID: 0.686 G_Rec: 0.450 D_GP: 0.019 D_real: 1.137 D_fake: 0.810 (epoch: 35, iters: 5728, time: 0.064) G_GAN: 0.175 G_GAN_Feat: 0.569 G_ID: 0.325 G_Rec: 0.356 D_GP: 0.027 D_real: 1.020 D_fake: 0.826 (epoch: 35, iters: 6128, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.516 G_ID: 0.636 G_Rec: 0.451 D_GP: 0.021 D_real: 1.043 D_fake: 0.819 (epoch: 35, iters: 6528, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.553 G_ID: 0.290 G_Rec: 0.353 D_GP: 0.024 D_real: 1.162 D_fake: 0.761 (epoch: 35, iters: 6928, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.571 G_ID: 0.641 G_Rec: 0.409 D_GP: 0.034 D_real: 0.961 D_fake: 0.850 (epoch: 35, iters: 7328, time: 0.064) G_GAN: 0.066 G_GAN_Feat: 0.629 G_ID: 0.276 G_Rec: 0.348 D_GP: 0.059 D_real: 0.870 D_fake: 0.935 (epoch: 35, iters: 7728, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.649 G_ID: 0.606 G_Rec: 0.365 D_GP: 0.056 D_real: 0.973 D_fake: 0.782 (epoch: 35, iters: 8128, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.654 G_ID: 0.291 G_Rec: 0.430 D_GP: 0.036 D_real: 1.039 D_fake: 0.755 (epoch: 35, iters: 8528, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.732 G_ID: 0.649 G_Rec: 0.366 D_GP: 0.059 D_real: 1.098 D_fake: 0.561 (epoch: 36, iters: 320, time: 0.064) G_GAN: 0.103 G_GAN_Feat: 0.891 G_ID: 0.360 G_Rec: 0.368 D_GP: 0.100 D_real: 0.506 D_fake: 0.897 (epoch: 36, iters: 720, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 0.705 G_ID: 0.603 G_Rec: 0.357 D_GP: 0.074 D_real: 1.050 D_fake: 0.546 (epoch: 36, iters: 1120, time: 0.064) G_GAN: 0.582 G_GAN_Feat: 0.710 G_ID: 0.325 G_Rec: 0.333 D_GP: 0.060 D_real: 1.233 D_fake: 0.450 (epoch: 36, iters: 1520, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.719 G_ID: 0.609 G_Rec: 0.406 D_GP: 0.034 D_real: 1.041 D_fake: 0.722 (epoch: 36, iters: 1920, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.827 G_ID: 0.298 G_Rec: 0.385 D_GP: 0.093 D_real: 0.938 D_fake: 0.631 (epoch: 36, iters: 2320, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.651 G_ID: 0.568 G_Rec: 0.370 D_GP: 0.030 D_real: 1.197 D_fake: 0.598 (epoch: 36, iters: 2720, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.796 G_ID: 0.328 G_Rec: 0.374 D_GP: 0.103 D_real: 0.712 D_fake: 0.808 (epoch: 36, iters: 3120, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.781 G_ID: 0.599 G_Rec: 0.390 D_GP: 0.071 D_real: 0.805 D_fake: 0.679 (epoch: 36, iters: 3520, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.897 G_ID: 0.242 G_Rec: 0.400 D_GP: 0.110 D_real: 0.473 D_fake: 0.773 (epoch: 36, iters: 3920, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.689 G_ID: 0.664 G_Rec: 0.361 D_GP: 0.042 D_real: 0.819 D_fake: 0.875 (epoch: 36, iters: 4320, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.652 G_ID: 0.292 G_Rec: 0.409 D_GP: 0.032 D_real: 0.955 D_fake: 0.798 (epoch: 36, iters: 4720, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.810 G_ID: 0.636 G_Rec: 0.328 D_GP: 0.056 D_real: 1.225 D_fake: 0.596 (epoch: 36, iters: 5120, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.722 G_ID: 0.312 G_Rec: 0.338 D_GP: 0.042 D_real: 1.134 D_fake: 0.499 (epoch: 36, iters: 5520, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.796 G_ID: 0.619 G_Rec: 0.342 D_GP: 0.049 D_real: 0.950 D_fake: 0.678 (epoch: 36, iters: 5920, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.764 G_ID: 0.296 G_Rec: 0.480 D_GP: 0.029 D_real: 0.940 D_fake: 0.785 (epoch: 36, iters: 6320, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.895 G_ID: 0.602 G_Rec: 0.372 D_GP: 0.083 D_real: 0.768 D_fake: 0.693 (epoch: 36, iters: 6720, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.633 G_ID: 0.296 G_Rec: 0.332 D_GP: 0.025 D_real: 1.207 D_fake: 0.632 (epoch: 36, iters: 7120, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.623 G_ID: 0.628 G_Rec: 0.326 D_GP: 0.026 D_real: 1.114 D_fake: 0.777 (epoch: 36, iters: 7520, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.669 G_ID: 0.321 G_Rec: 0.374 D_GP: 0.020 D_real: 1.009 D_fake: 0.877 (epoch: 36, iters: 7920, time: 0.064) G_GAN: 0.103 G_GAN_Feat: 0.791 G_ID: 0.625 G_Rec: 0.415 D_GP: 0.032 D_real: 0.815 D_fake: 0.897 (epoch: 36, iters: 8320, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.721 G_ID: 0.279 G_Rec: 0.416 D_GP: 0.049 D_real: 1.027 D_fake: 0.759 (epoch: 37, iters: 112, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.802 G_ID: 0.592 G_Rec: 0.370 D_GP: 0.073 D_real: 1.043 D_fake: 0.720 (epoch: 37, iters: 512, time: 0.064) G_GAN: 0.617 G_GAN_Feat: 0.774 G_ID: 0.327 G_Rec: 0.400 D_GP: 0.046 D_real: 1.309 D_fake: 0.401 (epoch: 37, iters: 912, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.738 G_ID: 0.615 G_Rec: 0.336 D_GP: 0.057 D_real: 0.741 D_fake: 0.914 (epoch: 37, iters: 1312, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.732 G_ID: 0.273 G_Rec: 0.346 D_GP: 0.035 D_real: 1.197 D_fake: 0.526 (epoch: 37, iters: 1712, time: 0.064) G_GAN: -0.008 G_GAN_Feat: 1.181 G_ID: 0.656 G_Rec: 0.374 D_GP: 0.154 D_real: 0.289 D_fake: 1.008 (epoch: 37, iters: 2112, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.738 G_ID: 0.304 G_Rec: 0.419 D_GP: 0.031 D_real: 0.976 D_fake: 0.762 (epoch: 37, iters: 2512, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.605 G_ID: 0.607 G_Rec: 0.331 D_GP: 0.022 D_real: 1.075 D_fake: 0.816 (epoch: 37, iters: 2912, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 1.518 G_ID: 0.284 G_Rec: 0.461 D_GP: 0.080 D_real: 0.462 D_fake: 0.516 (epoch: 37, iters: 3312, time: 0.064) G_GAN: 0.504 G_GAN_Feat: 0.602 G_ID: 0.635 G_Rec: 0.401 D_GP: 0.024 D_real: 1.335 D_fake: 0.499 (epoch: 37, iters: 3712, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.611 G_ID: 0.252 G_Rec: 0.366 D_GP: 0.034 D_real: 0.904 D_fake: 0.913 (epoch: 37, iters: 4112, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.636 G_ID: 0.626 G_Rec: 0.358 D_GP: 0.027 D_real: 1.218 D_fake: 0.568 (epoch: 37, iters: 4512, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.895 G_ID: 0.333 G_Rec: 0.360 D_GP: 0.075 D_real: 0.752 D_fake: 0.726 (epoch: 37, iters: 4912, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.842 G_ID: 0.557 G_Rec: 0.435 D_GP: 0.045 D_real: 0.964 D_fake: 0.633 (epoch: 37, iters: 5312, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.735 G_ID: 0.290 G_Rec: 0.363 D_GP: 0.062 D_real: 1.030 D_fake: 0.576 (epoch: 37, iters: 5712, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.787 G_ID: 0.620 G_Rec: 0.395 D_GP: 0.044 D_real: 1.289 D_fake: 0.409 (epoch: 37, iters: 6112, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.786 G_ID: 0.292 G_Rec: 0.437 D_GP: 0.033 D_real: 1.254 D_fake: 0.536 (epoch: 37, iters: 6512, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.752 G_ID: 0.615 G_Rec: 0.363 D_GP: 0.047 D_real: 1.223 D_fake: 0.571 (epoch: 37, iters: 6912, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.850 G_ID: 0.279 G_Rec: 0.375 D_GP: 0.053 D_real: 0.939 D_fake: 0.629 (epoch: 37, iters: 7312, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.781 G_ID: 0.583 G_Rec: 0.377 D_GP: 0.040 D_real: 0.730 D_fake: 0.846 (epoch: 37, iters: 7712, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.767 G_ID: 0.318 G_Rec: 0.381 D_GP: 0.070 D_real: 0.899 D_fake: 0.794 (epoch: 37, iters: 8112, time: 0.064) G_GAN: 0.540 G_GAN_Feat: 1.050 G_ID: 0.577 G_Rec: 0.463 D_GP: 0.195 D_real: 0.670 D_fake: 0.532 (epoch: 37, iters: 8512, time: 0.064) G_GAN: 0.510 G_GAN_Feat: 0.697 G_ID: 0.278 G_Rec: 0.359 D_GP: 0.030 D_real: 1.238 D_fake: 0.492 (epoch: 38, iters: 304, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 1.157 G_ID: 0.573 G_Rec: 0.359 D_GP: 0.165 D_real: 0.457 D_fake: 0.832 (epoch: 38, iters: 704, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.777 G_ID: 0.328 G_Rec: 0.348 D_GP: 0.044 D_real: 0.764 D_fake: 0.824 (epoch: 38, iters: 1104, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 0.707 G_ID: 0.620 G_Rec: 0.379 D_GP: 0.030 D_real: 1.345 D_fake: 0.459 (epoch: 38, iters: 1504, time: 0.064) G_GAN: 0.469 G_GAN_Feat: 0.661 G_ID: 0.265 G_Rec: 0.363 D_GP: 0.029 D_real: 1.320 D_fake: 0.532 (epoch: 38, iters: 1904, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 1.124 G_ID: 0.573 G_Rec: 0.455 D_GP: 0.052 D_real: 0.677 D_fake: 0.565 (epoch: 38, iters: 2304, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.634 G_ID: 0.324 G_Rec: 0.381 D_GP: 0.022 D_real: 1.338 D_fake: 0.516 (epoch: 38, iters: 2704, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.825 G_ID: 0.650 G_Rec: 0.377 D_GP: 0.042 D_real: 0.733 D_fake: 0.815 (epoch: 38, iters: 3104, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.848 G_ID: 0.289 G_Rec: 0.434 D_GP: 0.075 D_real: 0.711 D_fake: 0.826 (epoch: 38, iters: 3504, time: 0.064) G_GAN: 0.012 G_GAN_Feat: 0.842 G_ID: 0.617 G_Rec: 0.404 D_GP: 0.039 D_real: 0.585 D_fake: 0.988 (epoch: 38, iters: 3904, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.845 G_ID: 0.331 G_Rec: 0.395 D_GP: 0.039 D_real: 0.857 D_fake: 0.729 (epoch: 38, iters: 4304, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.894 G_ID: 0.587 G_Rec: 0.378 D_GP: 0.040 D_real: 1.047 D_fake: 0.515 (epoch: 38, iters: 4704, time: 0.064) G_GAN: 0.582 G_GAN_Feat: 0.554 G_ID: 0.304 G_Rec: 0.367 D_GP: 0.020 D_real: 1.494 D_fake: 0.420 (epoch: 38, iters: 5104, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.509 G_ID: 0.617 G_Rec: 0.352 D_GP: 0.021 D_real: 1.240 D_fake: 0.675 (epoch: 38, iters: 5504, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 0.550 G_ID: 0.291 G_Rec: 0.596 D_GP: 0.022 D_real: 1.294 D_fake: 0.565 (epoch: 38, iters: 5904, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.574 G_ID: 0.581 G_Rec: 0.405 D_GP: 0.022 D_real: 1.142 D_fake: 0.714 (epoch: 38, iters: 6304, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.645 G_ID: 0.303 G_Rec: 0.369 D_GP: 0.032 D_real: 1.081 D_fake: 0.769 (epoch: 38, iters: 6704, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.703 G_ID: 0.609 G_Rec: 0.431 D_GP: 0.040 D_real: 1.157 D_fake: 0.583 (epoch: 38, iters: 7104, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.660 G_ID: 0.310 G_Rec: 0.349 D_GP: 0.050 D_real: 1.110 D_fake: 0.629 (epoch: 38, iters: 7504, time: 0.064) G_GAN: 0.440 G_GAN_Feat: 0.808 G_ID: 0.626 G_Rec: 0.406 D_GP: 0.040 D_real: 1.207 D_fake: 0.565 (epoch: 38, iters: 7904, time: 0.064) G_GAN: 0.592 G_GAN_Feat: 0.710 G_ID: 0.270 G_Rec: 0.392 D_GP: 0.030 D_real: 1.269 D_fake: 0.411 (epoch: 38, iters: 8304, time: 0.064) G_GAN: 0.591 G_GAN_Feat: 0.711 G_ID: 0.575 G_Rec: 0.374 D_GP: 0.035 D_real: 1.357 D_fake: 0.462 (epoch: 39, iters: 96, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.741 G_ID: 0.311 G_Rec: 0.505 D_GP: 0.076 D_real: 0.981 D_fake: 0.690 (epoch: 39, iters: 496, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.708 G_ID: 0.643 G_Rec: 0.347 D_GP: 0.064 D_real: 1.029 D_fake: 0.722 (epoch: 39, iters: 896, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.783 G_ID: 0.341 G_Rec: 0.358 D_GP: 0.077 D_real: 1.099 D_fake: 0.567 (epoch: 39, iters: 1296, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.770 G_ID: 0.622 G_Rec: 0.373 D_GP: 0.069 D_real: 1.013 D_fake: 0.621 (epoch: 39, iters: 1696, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.672 G_ID: 0.276 G_Rec: 0.382 D_GP: 0.035 D_real: 1.086 D_fake: 0.605 (epoch: 39, iters: 2096, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.646 G_ID: 0.545 G_Rec: 0.354 D_GP: 0.051 D_real: 1.117 D_fake: 0.683 (epoch: 39, iters: 2496, time: 0.064) G_GAN: 0.614 G_GAN_Feat: 0.832 G_ID: 0.261 G_Rec: 0.428 D_GP: 0.061 D_real: 1.080 D_fake: 0.452 (epoch: 39, iters: 2896, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 1.056 G_ID: 0.602 G_Rec: 0.362 D_GP: 0.137 D_real: 0.461 D_fake: 0.729 (epoch: 39, iters: 3296, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 0.888 G_ID: 0.267 G_Rec: 0.410 D_GP: 0.049 D_real: 1.179 D_fake: 0.481 (epoch: 39, iters: 3696, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.980 G_ID: 0.566 G_Rec: 0.412 D_GP: 0.064 D_real: 0.568 D_fake: 0.774 (epoch: 39, iters: 4096, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 1.037 G_ID: 0.289 G_Rec: 0.383 D_GP: 0.318 D_real: 0.700 D_fake: 0.525 (epoch: 39, iters: 4496, time: 0.064) G_GAN: 0.705 G_GAN_Feat: 1.442 G_ID: 0.637 G_Rec: 0.478 D_GP: 0.615 D_real: 0.428 D_fake: 0.445 (epoch: 39, iters: 4896, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 0.706 G_ID: 0.283 G_Rec: 0.379 D_GP: 0.054 D_real: 1.123 D_fake: 0.509 (epoch: 39, iters: 5296, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.689 G_ID: 0.556 G_Rec: 0.351 D_GP: 0.034 D_real: 1.175 D_fake: 0.557 (epoch: 39, iters: 5696, time: 0.064) G_GAN: 0.540 G_GAN_Feat: 0.643 G_ID: 0.265 G_Rec: 0.363 D_GP: 0.020 D_real: 1.345 D_fake: 0.465 (epoch: 39, iters: 6096, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.656 G_ID: 0.538 G_Rec: 0.407 D_GP: 0.031 D_real: 0.949 D_fake: 0.816 (epoch: 39, iters: 6496, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 1.075 G_ID: 0.311 G_Rec: 0.395 D_GP: 0.058 D_real: 0.474 D_fake: 0.784 (epoch: 39, iters: 6896, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.823 G_ID: 0.567 G_Rec: 0.395 D_GP: 0.034 D_real: 0.967 D_fake: 0.700 (epoch: 39, iters: 7296, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.788 G_ID: 0.284 G_Rec: 0.495 D_GP: 0.067 D_real: 1.087 D_fake: 0.526 (epoch: 39, iters: 7696, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.745 G_ID: 0.590 G_Rec: 0.412 D_GP: 0.034 D_real: 1.015 D_fake: 0.711 (epoch: 39, iters: 8096, time: 0.064) G_GAN: 0.759 G_GAN_Feat: 0.898 G_ID: 0.273 G_Rec: 0.354 D_GP: 0.049 D_real: 1.493 D_fake: 0.267 (epoch: 39, iters: 8496, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.670 G_ID: 0.586 G_Rec: 0.378 D_GP: 0.019 D_real: 1.218 D_fake: 0.583 (epoch: 40, iters: 288, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.550 G_ID: 0.307 G_Rec: 0.362 D_GP: 0.025 D_real: 1.007 D_fake: 0.807 (epoch: 40, iters: 688, time: 0.064) G_GAN: 0.009 G_GAN_Feat: 0.607 G_ID: 0.588 G_Rec: 0.307 D_GP: 0.031 D_real: 0.897 D_fake: 0.991 (epoch: 40, iters: 1088, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.739 G_ID: 0.274 G_Rec: 0.434 D_GP: 0.040 D_real: 0.909 D_fake: 0.727 (epoch: 40, iters: 1488, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.697 G_ID: 0.578 G_Rec: 0.381 D_GP: 0.034 D_real: 1.072 D_fake: 0.823 (epoch: 40, iters: 1888, time: 0.064) G_GAN: 0.072 G_GAN_Feat: 0.829 G_ID: 0.353 G_Rec: 0.380 D_GP: 0.277 D_real: 0.459 D_fake: 0.930 (epoch: 40, iters: 2288, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 1.009 G_ID: 0.620 G_Rec: 0.361 D_GP: 0.127 D_real: 0.573 D_fake: 0.513 (epoch: 40, iters: 2688, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.710 G_ID: 0.319 G_Rec: 0.400 D_GP: 0.041 D_real: 0.946 D_fake: 0.874 (epoch: 40, iters: 3088, time: 0.064) G_GAN: 0.752 G_GAN_Feat: 1.033 G_ID: 0.526 G_Rec: 0.421 D_GP: 0.110 D_real: 1.194 D_fake: 0.294 (epoch: 40, iters: 3488, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.652 G_ID: 0.335 G_Rec: 0.347 D_GP: 0.022 D_real: 0.964 D_fake: 0.886 (epoch: 40, iters: 3888, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.883 G_ID: 0.605 G_Rec: 0.434 D_GP: 0.068 D_real: 1.105 D_fake: 0.666 (epoch: 40, iters: 4288, time: 0.064) G_GAN: 0.023 G_GAN_Feat: 0.744 G_ID: 0.260 G_Rec: 0.374 D_GP: 0.055 D_real: 0.743 D_fake: 0.977 (epoch: 40, iters: 4688, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 1.020 G_ID: 0.575 G_Rec: 0.456 D_GP: 0.178 D_real: 0.675 D_fake: 0.480 (epoch: 40, iters: 5088, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.726 G_ID: 0.255 G_Rec: 0.426 D_GP: 0.021 D_real: 1.249 D_fake: 0.560 (epoch: 40, iters: 5488, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.644 G_ID: 0.572 G_Rec: 0.351 D_GP: 0.028 D_real: 1.092 D_fake: 0.692 (epoch: 40, iters: 5888, time: 0.064) G_GAN: 0.494 G_GAN_Feat: 0.607 G_ID: 0.277 G_Rec: 0.363 D_GP: 0.030 D_real: 1.312 D_fake: 0.511 (epoch: 40, iters: 6288, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.769 G_ID: 0.568 G_Rec: 0.382 D_GP: 0.044 D_real: 1.220 D_fake: 0.496 (epoch: 40, iters: 6688, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.802 G_ID: 0.297 G_Rec: 0.393 D_GP: 0.071 D_real: 0.971 D_fake: 0.662 (epoch: 40, iters: 7088, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.669 G_ID: 0.555 G_Rec: 0.397 D_GP: 0.029 D_real: 1.244 D_fake: 0.651 (epoch: 40, iters: 7488, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.754 G_ID: 0.293 G_Rec: 0.352 D_GP: 0.081 D_real: 0.932 D_fake: 0.747 (epoch: 40, iters: 7888, time: 0.064) G_GAN: 0.012 G_GAN_Feat: 1.500 G_ID: 0.559 G_Rec: 0.404 D_GP: 1.063 D_real: 0.541 D_fake: 0.992 (epoch: 40, iters: 8288, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.859 G_ID: 0.273 G_Rec: 0.444 D_GP: 0.075 D_real: 0.813 D_fake: 0.668 (epoch: 41, iters: 80, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.745 G_ID: 0.553 G_Rec: 0.360 D_GP: 0.036 D_real: 1.219 D_fake: 0.583 (epoch: 41, iters: 480, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.708 G_ID: 0.356 G_Rec: 0.353 D_GP: 0.043 D_real: 0.949 D_fake: 0.722 (epoch: 41, iters: 880, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.886 G_ID: 0.614 G_Rec: 0.371 D_GP: 0.050 D_real: 0.831 D_fake: 0.783 (epoch: 41, iters: 1280, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.948 G_ID: 0.309 G_Rec: 0.342 D_GP: 0.095 D_real: 0.825 D_fake: 0.789 (epoch: 41, iters: 1680, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.756 G_ID: 0.557 G_Rec: 0.433 D_GP: 0.028 D_real: 1.328 D_fake: 0.441 (epoch: 41, iters: 2080, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.989 G_ID: 0.291 G_Rec: 0.402 D_GP: 0.042 D_real: 0.763 D_fake: 0.687 (epoch: 41, iters: 2480, time: 0.064) G_GAN: 0.494 G_GAN_Feat: 0.743 G_ID: 0.501 G_Rec: 0.341 D_GP: 0.053 D_real: 1.188 D_fake: 0.507 (epoch: 41, iters: 2880, time: 0.064) G_GAN: 0.054 G_GAN_Feat: 0.706 G_ID: 0.305 G_Rec: 0.346 D_GP: 0.040 D_real: 0.788 D_fake: 0.946 (epoch: 41, iters: 3280, time: 0.064) G_GAN: 0.564 G_GAN_Feat: 0.873 G_ID: 0.553 G_Rec: 0.367 D_GP: 0.184 D_real: 0.965 D_fake: 0.439 (epoch: 41, iters: 3680, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.642 G_ID: 0.333 G_Rec: 0.385 D_GP: 0.033 D_real: 1.080 D_fake: 0.671 (epoch: 41, iters: 4080, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.927 G_ID: 0.531 G_Rec: 0.420 D_GP: 0.099 D_real: 0.766 D_fake: 0.736 (epoch: 41, iters: 4480, time: 0.064) G_GAN: 0.183 G_GAN_Feat: 0.605 G_ID: 0.268 G_Rec: 0.339 D_GP: 0.023 D_real: 0.940 D_fake: 0.817 (epoch: 41, iters: 4880, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.792 G_ID: 0.538 G_Rec: 0.384 D_GP: 0.037 D_real: 0.934 D_fake: 0.617 (epoch: 41, iters: 5280, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.759 G_ID: 0.257 G_Rec: 0.384 D_GP: 0.069 D_real: 0.885 D_fake: 0.849 (epoch: 41, iters: 5680, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.716 G_ID: 0.579 G_Rec: 0.379 D_GP: 0.047 D_real: 1.044 D_fake: 0.749 (epoch: 41, iters: 6080, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 0.926 G_ID: 0.308 G_Rec: 0.376 D_GP: 0.092 D_real: 0.827 D_fake: 0.548 (epoch: 41, iters: 6480, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.611 G_ID: 0.595 G_Rec: 0.347 D_GP: 0.025 D_real: 1.286 D_fake: 0.618 (epoch: 41, iters: 6880, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.564 G_ID: 0.289 G_Rec: 0.394 D_GP: 0.026 D_real: 1.018 D_fake: 0.808 (epoch: 41, iters: 7280, time: 0.064) G_GAN: -0.129 G_GAN_Feat: 0.623 G_ID: 0.539 G_Rec: 0.398 D_GP: 0.039 D_real: 0.642 D_fake: 1.129 (epoch: 41, iters: 7680, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.701 G_ID: 0.272 G_Rec: 0.389 D_GP: 0.049 D_real: 0.887 D_fake: 0.770 (epoch: 41, iters: 8080, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.729 G_ID: 0.547 G_Rec: 0.340 D_GP: 0.045 D_real: 1.183 D_fake: 0.556 (epoch: 41, iters: 8480, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.777 G_ID: 0.270 G_Rec: 0.357 D_GP: 0.092 D_real: 0.812 D_fake: 0.651 (epoch: 42, iters: 272, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 0.884 G_ID: 0.574 G_Rec: 0.351 D_GP: 0.043 D_real: 0.659 D_fake: 0.838 (epoch: 42, iters: 672, time: 0.064) G_GAN: 0.010 G_GAN_Feat: 0.725 G_ID: 0.334 G_Rec: 0.379 D_GP: 0.045 D_real: 0.777 D_fake: 0.990 (epoch: 42, iters: 1072, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.828 G_ID: 0.619 G_Rec: 0.430 D_GP: 0.074 D_real: 0.809 D_fake: 0.812 (epoch: 42, iters: 1472, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.867 G_ID: 0.230 G_Rec: 0.412 D_GP: 0.041 D_real: 0.912 D_fake: 0.623 (epoch: 42, iters: 1872, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.787 G_ID: 0.592 G_Rec: 0.426 D_GP: 0.029 D_real: 1.134 D_fake: 0.626 (epoch: 42, iters: 2272, time: 0.064) G_GAN: 0.139 G_GAN_Feat: 0.782 G_ID: 0.286 G_Rec: 0.348 D_GP: 0.079 D_real: 0.671 D_fake: 0.861 (epoch: 42, iters: 2672, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.790 G_ID: 0.581 G_Rec: 0.352 D_GP: 0.055 D_real: 1.134 D_fake: 0.545 (epoch: 42, iters: 3072, time: 0.064) G_GAN: 0.666 G_GAN_Feat: 0.796 G_ID: 0.293 G_Rec: 0.368 D_GP: 0.039 D_real: 1.467 D_fake: 0.340 (epoch: 42, iters: 3472, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 0.918 G_ID: 0.569 G_Rec: 0.365 D_GP: 0.046 D_real: 1.139 D_fake: 0.542 (epoch: 42, iters: 3872, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.918 G_ID: 0.270 G_Rec: 0.384 D_GP: 0.088 D_real: 0.642 D_fake: 0.711 (epoch: 42, iters: 4272, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.811 G_ID: 0.530 G_Rec: 0.391 D_GP: 0.040 D_real: 1.056 D_fake: 0.621 (epoch: 42, iters: 4672, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 0.725 G_ID: 0.242 G_Rec: 0.467 D_GP: 0.029 D_real: 1.151 D_fake: 0.543 (epoch: 42, iters: 5072, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.593 G_ID: 0.477 G_Rec: 0.378 D_GP: 0.021 D_real: 1.218 D_fake: 0.653 (epoch: 42, iters: 5472, time: 0.064) G_GAN: 0.756 G_GAN_Feat: 0.670 G_ID: 0.245 G_Rec: 0.485 D_GP: 0.028 D_real: 1.460 D_fake: 0.285 (epoch: 42, iters: 5872, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.673 G_ID: 0.538 G_Rec: 0.379 D_GP: 0.036 D_real: 1.222 D_fake: 0.614 (epoch: 42, iters: 6272, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.784 G_ID: 0.270 G_Rec: 0.374 D_GP: 0.073 D_real: 0.743 D_fake: 0.747 (epoch: 42, iters: 6672, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.800 G_ID: 0.612 G_Rec: 0.356 D_GP: 0.040 D_real: 1.085 D_fake: 0.552 (epoch: 42, iters: 7072, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.783 G_ID: 0.272 G_Rec: 0.375 D_GP: 0.044 D_real: 0.992 D_fake: 0.650 (epoch: 42, iters: 7472, time: 0.064) G_GAN: 0.643 G_GAN_Feat: 0.717 G_ID: 0.571 G_Rec: 0.395 D_GP: 0.037 D_real: 1.357 D_fake: 0.359 (epoch: 42, iters: 7872, time: 0.064) G_GAN: -0.068 G_GAN_Feat: 0.970 G_ID: 0.309 G_Rec: 0.383 D_GP: 0.114 D_real: 0.531 D_fake: 1.068 (epoch: 42, iters: 8272, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.813 G_ID: 0.546 G_Rec: 0.379 D_GP: 0.038 D_real: 0.775 D_fake: 0.779 (epoch: 43, iters: 64, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.949 G_ID: 0.274 G_Rec: 0.371 D_GP: 0.158 D_real: 0.368 D_fake: 0.724 (epoch: 43, iters: 464, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.866 G_ID: 0.559 G_Rec: 0.412 D_GP: 0.029 D_real: 1.099 D_fake: 0.721 (epoch: 43, iters: 864, time: 0.064) G_GAN: 0.023 G_GAN_Feat: 0.892 G_ID: 0.326 G_Rec: 0.349 D_GP: 0.142 D_real: 0.408 D_fake: 0.978 (epoch: 43, iters: 1264, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 1.030 G_ID: 0.534 G_Rec: 0.378 D_GP: 0.051 D_real: 0.789 D_fake: 0.570 (epoch: 43, iters: 1664, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 1.053 G_ID: 0.245 G_Rec: 0.387 D_GP: 0.066 D_real: 0.578 D_fake: 0.612 (epoch: 43, iters: 2064, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.696 G_ID: 0.551 G_Rec: 0.395 D_GP: 0.024 D_real: 1.132 D_fake: 0.688 (epoch: 43, iters: 2464, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.592 G_ID: 0.249 G_Rec: 0.381 D_GP: 0.028 D_real: 1.130 D_fake: 0.768 (epoch: 43, iters: 2864, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.670 G_ID: 0.523 G_Rec: 0.401 D_GP: 0.036 D_real: 0.943 D_fake: 0.843 (epoch: 43, iters: 3264, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.747 G_ID: 0.278 G_Rec: 0.383 D_GP: 0.049 D_real: 1.077 D_fake: 0.553 (epoch: 43, iters: 3664, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.843 G_ID: 0.551 G_Rec: 0.405 D_GP: 0.097 D_real: 0.691 D_fake: 0.844 (epoch: 43, iters: 4064, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.832 G_ID: 0.284 G_Rec: 0.337 D_GP: 0.045 D_real: 0.635 D_fake: 0.884 (epoch: 43, iters: 4464, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.720 G_ID: 0.612 G_Rec: 0.357 D_GP: 0.039 D_real: 0.978 D_fake: 0.747 (epoch: 43, iters: 4864, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.806 G_ID: 0.320 G_Rec: 0.349 D_GP: 0.050 D_real: 0.758 D_fake: 0.701 (epoch: 43, iters: 5264, time: 0.064) G_GAN: 0.576 G_GAN_Feat: 0.740 G_ID: 0.599 G_Rec: 0.365 D_GP: 0.028 D_real: 1.379 D_fake: 0.458 (epoch: 43, iters: 5664, time: 0.064) G_GAN: 0.430 G_GAN_Feat: 0.707 G_ID: 0.301 G_Rec: 0.376 D_GP: 0.032 D_real: 1.169 D_fake: 0.570 (epoch: 43, iters: 6064, time: 0.064) G_GAN: 0.043 G_GAN_Feat: 0.771 G_ID: 0.579 G_Rec: 0.387 D_GP: 0.025 D_real: 0.894 D_fake: 0.957 (epoch: 43, iters: 6464, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.847 G_ID: 0.276 G_Rec: 0.363 D_GP: 0.066 D_real: 0.928 D_fake: 0.601 (epoch: 43, iters: 6864, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 0.790 G_ID: 0.541 G_Rec: 0.398 D_GP: 0.027 D_real: 1.122 D_fake: 0.579 (epoch: 43, iters: 7264, time: 0.064) G_GAN: 0.493 G_GAN_Feat: 0.879 G_ID: 0.263 G_Rec: 0.401 D_GP: 0.070 D_real: 0.990 D_fake: 0.517 (epoch: 43, iters: 7664, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.800 G_ID: 0.567 G_Rec: 0.382 D_GP: 0.026 D_real: 1.146 D_fake: 0.624 (epoch: 43, iters: 8064, time: 0.064) G_GAN: 0.783 G_GAN_Feat: 0.805 G_ID: 0.304 G_Rec: 0.427 D_GP: 0.039 D_real: 1.600 D_fake: 0.322 (epoch: 43, iters: 8464, time: 0.064) G_GAN: 0.543 G_GAN_Feat: 1.147 G_ID: 0.551 G_Rec: 0.381 D_GP: 0.101 D_real: 0.519 D_fake: 0.459 (epoch: 44, iters: 256, time: 0.064) G_GAN: -0.319 G_GAN_Feat: 0.838 G_ID: 0.274 G_Rec: 0.414 D_GP: 0.044 D_real: 0.506 D_fake: 1.319 (epoch: 44, iters: 656, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.640 G_ID: 0.565 G_Rec: 0.494 D_GP: 0.029 D_real: 1.141 D_fake: 0.700 (epoch: 44, iters: 1056, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.762 G_ID: 0.270 G_Rec: 0.357 D_GP: 0.089 D_real: 1.047 D_fake: 0.725 (epoch: 44, iters: 1456, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.888 G_ID: 0.542 G_Rec: 0.366 D_GP: 0.047 D_real: 0.921 D_fake: 0.634 (epoch: 44, iters: 1856, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.972 G_ID: 0.250 G_Rec: 0.341 D_GP: 0.158 D_real: 0.333 D_fake: 0.870 (epoch: 44, iters: 2256, time: 0.064) G_GAN: 0.047 G_GAN_Feat: 0.906 G_ID: 0.545 G_Rec: 0.348 D_GP: 0.179 D_real: 0.440 D_fake: 0.954 (epoch: 44, iters: 2656, time: 0.064) G_GAN: 0.743 G_GAN_Feat: 0.981 G_ID: 0.305 G_Rec: 0.373 D_GP: 0.064 D_real: 1.328 D_fake: 0.395 (epoch: 44, iters: 3056, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.892 G_ID: 0.584 G_Rec: 0.356 D_GP: 0.056 D_real: 0.951 D_fake: 0.562 (epoch: 44, iters: 3456, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.856 G_ID: 0.249 G_Rec: 0.381 D_GP: 0.045 D_real: 1.105 D_fake: 0.533 (epoch: 44, iters: 3856, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.659 G_ID: 0.560 G_Rec: 0.380 D_GP: 0.022 D_real: 1.135 D_fake: 0.748 (epoch: 44, iters: 4256, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.613 G_ID: 0.339 G_Rec: 0.330 D_GP: 0.030 D_real: 1.084 D_fake: 0.682 (epoch: 44, iters: 4656, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.859 G_ID: 0.530 G_Rec: 0.441 D_GP: 0.115 D_real: 0.945 D_fake: 0.629 (epoch: 44, iters: 5056, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 0.904 G_ID: 0.276 G_Rec: 0.366 D_GP: 0.044 D_real: 1.178 D_fake: 0.482 (epoch: 44, iters: 5456, time: 0.064) G_GAN: 0.630 G_GAN_Feat: 1.709 G_ID: 0.619 G_Rec: 0.512 D_GP: 1.071 D_real: 0.515 D_fake: 0.386 (epoch: 44, iters: 5856, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.576 G_ID: 0.268 G_Rec: 0.462 D_GP: 0.024 D_real: 1.046 D_fake: 0.782 (epoch: 44, iters: 6256, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.716 G_ID: 0.534 G_Rec: 0.380 D_GP: 0.052 D_real: 1.075 D_fake: 0.696 (epoch: 44, iters: 6656, time: 0.064) G_GAN: 0.512 G_GAN_Feat: 0.831 G_ID: 0.265 G_Rec: 0.392 D_GP: 0.060 D_real: 0.983 D_fake: 0.505 (epoch: 44, iters: 7056, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.688 G_ID: 0.564 G_Rec: 0.410 D_GP: 0.035 D_real: 1.057 D_fake: 0.709 (epoch: 44, iters: 7456, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.759 G_ID: 0.249 G_Rec: 0.337 D_GP: 0.054 D_real: 0.747 D_fake: 0.881 (epoch: 44, iters: 7856, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 1.039 G_ID: 0.544 G_Rec: 0.386 D_GP: 0.216 D_real: 0.652 D_fake: 0.631 (epoch: 44, iters: 8256, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.800 G_ID: 0.284 G_Rec: 0.517 D_GP: 0.064 D_real: 0.956 D_fake: 0.634 (epoch: 45, iters: 48, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.946 G_ID: 0.527 G_Rec: 0.361 D_GP: 0.063 D_real: 0.752 D_fake: 0.705 (epoch: 45, iters: 448, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 1.196 G_ID: 0.282 G_Rec: 0.395 D_GP: 0.291 D_real: 0.517 D_fake: 0.723 (epoch: 45, iters: 848, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.697 G_ID: 0.518 G_Rec: 0.358 D_GP: 0.027 D_real: 1.217 D_fake: 0.548 (epoch: 45, iters: 1248, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.773 G_ID: 0.272 G_Rec: 0.372 D_GP: 0.054 D_real: 0.952 D_fake: 0.599 (epoch: 45, iters: 1648, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.729 G_ID: 0.547 G_Rec: 0.378 D_GP: 0.034 D_real: 1.132 D_fake: 0.608 (epoch: 45, iters: 2048, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.727 G_ID: 0.242 G_Rec: 0.339 D_GP: 0.057 D_real: 0.894 D_fake: 0.747 (epoch: 45, iters: 2448, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.581 G_ID: 0.521 G_Rec: 0.373 D_GP: 0.020 D_real: 1.097 D_fake: 0.784 (epoch: 45, iters: 2848, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.805 G_ID: 0.274 G_Rec: 0.383 D_GP: 0.048 D_real: 0.923 D_fake: 0.668 (epoch: 45, iters: 3248, time: 0.064) G_GAN: 0.046 G_GAN_Feat: 1.211 G_ID: 0.516 G_Rec: 0.395 D_GP: 0.298 D_real: 0.423 D_fake: 0.955 (epoch: 45, iters: 3648, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.915 G_ID: 0.293 G_Rec: 0.399 D_GP: 0.131 D_real: 0.935 D_fake: 0.494 (epoch: 45, iters: 4048, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.843 G_ID: 0.525 G_Rec: 0.414 D_GP: 0.025 D_real: 1.214 D_fake: 0.608 (epoch: 45, iters: 4448, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.670 G_ID: 0.238 G_Rec: 0.374 D_GP: 0.029 D_real: 1.127 D_fake: 0.653 (epoch: 45, iters: 4848, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.800 G_ID: 0.537 G_Rec: 0.401 D_GP: 0.031 D_real: 1.296 D_fake: 0.540 (epoch: 45, iters: 5248, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 0.753 G_ID: 0.235 G_Rec: 0.348 D_GP: 0.070 D_real: 1.248 D_fake: 0.426 (epoch: 45, iters: 5648, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.842 G_ID: 0.543 G_Rec: 0.365 D_GP: 0.070 D_real: 0.910 D_fake: 0.615 (epoch: 45, iters: 6048, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 0.840 G_ID: 0.285 G_Rec: 0.386 D_GP: 0.043 D_real: 1.093 D_fake: 0.595 (epoch: 45, iters: 6448, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.708 G_ID: 0.583 G_Rec: 0.372 D_GP: 0.030 D_real: 0.958 D_fake: 0.799 (epoch: 45, iters: 6848, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.624 G_ID: 0.240 G_Rec: 0.309 D_GP: 0.025 D_real: 1.266 D_fake: 0.580 (epoch: 45, iters: 7248, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.876 G_ID: 0.562 G_Rec: 0.349 D_GP: 0.078 D_real: 0.929 D_fake: 0.610 (epoch: 45, iters: 7648, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.751 G_ID: 0.227 G_Rec: 0.391 D_GP: 0.032 D_real: 1.075 D_fake: 0.760 (epoch: 45, iters: 8048, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.790 G_ID: 0.537 G_Rec: 0.338 D_GP: 0.035 D_real: 1.024 D_fake: 0.720 (epoch: 45, iters: 8448, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.977 G_ID: 0.288 G_Rec: 0.408 D_GP: 0.111 D_real: 0.693 D_fake: 0.589 (epoch: 46, iters: 240, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.746 G_ID: 0.590 G_Rec: 0.378 D_GP: 0.038 D_real: 1.212 D_fake: 0.540 (epoch: 46, iters: 640, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.710 G_ID: 0.262 G_Rec: 0.334 D_GP: 0.032 D_real: 1.159 D_fake: 0.600 (epoch: 46, iters: 1040, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.614 G_ID: 0.548 G_Rec: 0.388 D_GP: 0.024 D_real: 1.389 D_fake: 0.476 (epoch: 46, iters: 1440, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.785 G_ID: 0.293 G_Rec: 0.366 D_GP: 0.065 D_real: 0.979 D_fake: 0.594 (epoch: 46, iters: 1840, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.885 G_ID: 0.500 G_Rec: 0.363 D_GP: 0.148 D_real: 0.852 D_fake: 0.779 (epoch: 46, iters: 2240, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.725 G_ID: 0.291 G_Rec: 0.364 D_GP: 0.035 D_real: 0.771 D_fake: 0.915 (epoch: 46, iters: 2640, time: 0.064) G_GAN: 0.560 G_GAN_Feat: 0.840 G_ID: 0.519 G_Rec: 0.390 D_GP: 0.054 D_real: 1.165 D_fake: 0.443 (epoch: 46, iters: 3040, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.737 G_ID: 0.312 G_Rec: 0.387 D_GP: 0.036 D_real: 0.983 D_fake: 0.670 (epoch: 46, iters: 3440, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.832 G_ID: 0.587 G_Rec: 0.373 D_GP: 0.049 D_real: 0.857 D_fake: 0.681 (epoch: 46, iters: 3840, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 1.066 G_ID: 0.217 G_Rec: 0.396 D_GP: 0.310 D_real: 0.677 D_fake: 0.592 (epoch: 46, iters: 4240, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.789 G_ID: 0.510 G_Rec: 0.369 D_GP: 0.041 D_real: 0.889 D_fake: 0.681 (epoch: 46, iters: 4640, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.673 G_ID: 0.279 G_Rec: 0.400 D_GP: 0.033 D_real: 0.994 D_fake: 0.789 (epoch: 46, iters: 5040, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.957 G_ID: 0.529 G_Rec: 0.402 D_GP: 0.057 D_real: 0.687 D_fake: 0.698 (epoch: 46, iters: 5440, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.902 G_ID: 0.279 G_Rec: 0.371 D_GP: 0.075 D_real: 0.806 D_fake: 0.654 (epoch: 46, iters: 5840, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.819 G_ID: 0.551 G_Rec: 0.368 D_GP: 0.042 D_real: 1.148 D_fake: 0.520 (epoch: 46, iters: 6240, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.694 G_ID: 0.250 G_Rec: 0.338 D_GP: 0.039 D_real: 1.129 D_fake: 0.639 (epoch: 46, iters: 6640, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.940 G_ID: 0.495 G_Rec: 0.397 D_GP: 0.102 D_real: 0.549 D_fake: 0.744 (epoch: 46, iters: 7040, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 1.309 G_ID: 0.266 G_Rec: 0.388 D_GP: 0.107 D_real: 0.531 D_fake: 0.392 (epoch: 46, iters: 7440, time: 0.064) G_GAN: 0.475 G_GAN_Feat: 0.832 G_ID: 0.544 G_Rec: 0.361 D_GP: 0.058 D_real: 1.193 D_fake: 0.530 (epoch: 46, iters: 7840, time: 0.064) G_GAN: 0.531 G_GAN_Feat: 0.784 G_ID: 0.246 G_Rec: 0.346 D_GP: 0.036 D_real: 1.198 D_fake: 0.476 (epoch: 46, iters: 8240, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 0.892 G_ID: 0.519 G_Rec: 0.395 D_GP: 0.044 D_real: 0.696 D_fake: 0.818 (epoch: 47, iters: 32, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 1.384 G_ID: 0.272 G_Rec: 0.360 D_GP: 0.099 D_real: 0.215 D_fake: 0.807 (epoch: 47, iters: 432, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.855 G_ID: 0.567 G_Rec: 0.339 D_GP: 0.067 D_real: 0.971 D_fake: 0.660 (epoch: 47, iters: 832, time: 0.064) G_GAN: 0.577 G_GAN_Feat: 0.820 G_ID: 0.280 G_Rec: 0.409 D_GP: 0.047 D_real: 1.259 D_fake: 0.447 (epoch: 47, iters: 1232, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 0.738 G_ID: 0.516 G_Rec: 0.440 D_GP: 0.034 D_real: 0.795 D_fake: 0.938 (epoch: 47, iters: 1632, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.632 G_ID: 0.284 G_Rec: 0.347 D_GP: 0.026 D_real: 1.184 D_fake: 0.621 (epoch: 47, iters: 2032, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.737 G_ID: 0.554 G_Rec: 0.361 D_GP: 0.054 D_real: 1.182 D_fake: 0.578 (epoch: 47, iters: 2432, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.811 G_ID: 0.230 G_Rec: 0.440 D_GP: 0.045 D_real: 0.663 D_fake: 0.873 (epoch: 47, iters: 2832, time: 0.064) G_GAN: 0.841 G_GAN_Feat: 1.052 G_ID: 0.490 G_Rec: 0.380 D_GP: 0.080 D_real: 1.423 D_fake: 0.273 (epoch: 47, iters: 3232, time: 0.064) G_GAN: 0.470 G_GAN_Feat: 0.610 G_ID: 0.284 G_Rec: 0.351 D_GP: 0.022 D_real: 1.406 D_fake: 0.532 (epoch: 47, iters: 3632, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.635 G_ID: 0.523 G_Rec: 0.369 D_GP: 0.022 D_real: 1.206 D_fake: 0.651 (epoch: 47, iters: 4032, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.572 G_ID: 0.263 G_Rec: 0.374 D_GP: 0.024 D_real: 1.142 D_fake: 0.719 (epoch: 47, iters: 4432, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.650 G_ID: 0.561 G_Rec: 0.420 D_GP: 0.037 D_real: 0.874 D_fake: 0.877 (epoch: 47, iters: 4832, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.655 G_ID: 0.280 G_Rec: 0.417 D_GP: 0.041 D_real: 0.771 D_fake: 0.964 (epoch: 47, iters: 5232, time: 0.064) G_GAN: 0.444 G_GAN_Feat: 0.696 G_ID: 0.493 G_Rec: 0.358 D_GP: 0.042 D_real: 1.145 D_fake: 0.560 (epoch: 47, iters: 5632, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.751 G_ID: 0.288 G_Rec: 0.423 D_GP: 0.067 D_real: 0.772 D_fake: 0.822 (epoch: 47, iters: 6032, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.682 G_ID: 0.589 G_Rec: 0.370 D_GP: 0.036 D_real: 1.037 D_fake: 0.746 (epoch: 47, iters: 6432, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.705 G_ID: 0.288 G_Rec: 0.345 D_GP: 0.046 D_real: 1.023 D_fake: 0.678 (epoch: 47, iters: 6832, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 1.209 G_ID: 0.544 G_Rec: 0.363 D_GP: 0.480 D_real: 0.486 D_fake: 0.738 (epoch: 47, iters: 7232, time: 0.064) G_GAN: -0.062 G_GAN_Feat: 0.693 G_ID: 0.270 G_Rec: 0.365 D_GP: 0.041 D_real: 0.670 D_fake: 1.062 (epoch: 47, iters: 7632, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 1.098 G_ID: 0.542 G_Rec: 0.374 D_GP: 0.092 D_real: 0.430 D_fake: 0.767 (epoch: 47, iters: 8032, time: 0.064) G_GAN: 0.631 G_GAN_Feat: 0.796 G_ID: 0.259 G_Rec: 0.442 D_GP: 0.053 D_real: 1.214 D_fake: 0.376 (epoch: 47, iters: 8432, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.773 G_ID: 0.508 G_Rec: 0.379 D_GP: 0.039 D_real: 1.155 D_fake: 0.560 (epoch: 48, iters: 224, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.707 G_ID: 0.266 G_Rec: 0.444 D_GP: 0.029 D_real: 0.850 D_fake: 0.840 (epoch: 48, iters: 624, time: 0.064) G_GAN: 0.493 G_GAN_Feat: 0.829 G_ID: 0.525 G_Rec: 0.380 D_GP: 0.041 D_real: 1.105 D_fake: 0.508 (epoch: 48, iters: 1024, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.648 G_ID: 0.262 G_Rec: 0.400 D_GP: 0.024 D_real: 0.996 D_fake: 0.829 (epoch: 48, iters: 1424, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.745 G_ID: 0.507 G_Rec: 0.369 D_GP: 0.029 D_real: 0.929 D_fake: 0.848 (epoch: 48, iters: 1824, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.698 G_ID: 0.249 G_Rec: 0.370 D_GP: 0.030 D_real: 1.020 D_fake: 0.826 (epoch: 48, iters: 2224, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 0.859 G_ID: 0.509 G_Rec: 0.384 D_GP: 0.052 D_real: 0.912 D_fake: 0.804 (epoch: 48, iters: 2624, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.919 G_ID: 0.302 G_Rec: 0.354 D_GP: 0.037 D_real: 1.114 D_fake: 0.807 (epoch: 48, iters: 3024, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 1.001 G_ID: 0.501 G_Rec: 0.375 D_GP: 0.047 D_real: 0.974 D_fake: 0.614 (epoch: 48, iters: 3424, time: 0.064) G_GAN: 0.509 G_GAN_Feat: 0.772 G_ID: 0.255 G_Rec: 0.339 D_GP: 0.049 D_real: 1.243 D_fake: 0.544 (epoch: 48, iters: 3824, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.798 G_ID: 0.565 G_Rec: 0.374 D_GP: 0.032 D_real: 1.082 D_fake: 0.793 (epoch: 48, iters: 4224, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.794 G_ID: 0.289 G_Rec: 0.339 D_GP: 0.044 D_real: 0.949 D_fake: 0.712 (epoch: 48, iters: 4624, time: 0.064) G_GAN: -0.050 G_GAN_Feat: 0.874 G_ID: 0.490 G_Rec: 0.388 D_GP: 0.037 D_real: 0.548 D_fake: 1.050 (epoch: 48, iters: 5024, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.708 G_ID: 0.249 G_Rec: 0.346 D_GP: 0.023 D_real: 1.069 D_fake: 0.705 (epoch: 48, iters: 5424, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.704 G_ID: 0.496 G_Rec: 0.333 D_GP: 0.037 D_real: 0.955 D_fake: 0.875 (epoch: 48, iters: 5824, time: 0.064) G_GAN: -0.213 G_GAN_Feat: 0.858 G_ID: 0.253 G_Rec: 0.376 D_GP: 0.047 D_real: 0.513 D_fake: 1.213 (epoch: 48, iters: 6224, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.918 G_ID: 0.493 G_Rec: 0.348 D_GP: 0.052 D_real: 1.234 D_fake: 0.582 (epoch: 48, iters: 6624, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.590 G_ID: 0.259 G_Rec: 0.328 D_GP: 0.022 D_real: 1.079 D_fake: 0.789 (epoch: 48, iters: 7024, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.682 G_ID: 0.513 G_Rec: 0.458 D_GP: 0.026 D_real: 1.002 D_fake: 0.741 (epoch: 48, iters: 7424, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.721 G_ID: 0.291 G_Rec: 0.370 D_GP: 0.053 D_real: 0.915 D_fake: 0.812 (epoch: 48, iters: 7824, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.796 G_ID: 0.565 G_Rec: 0.380 D_GP: 0.039 D_real: 0.992 D_fake: 0.678 (epoch: 48, iters: 8224, time: 0.064) G_GAN: 0.666 G_GAN_Feat: 1.164 G_ID: 0.272 G_Rec: 0.438 D_GP: 0.114 D_real: 1.092 D_fake: 0.339 (epoch: 49, iters: 16, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.975 G_ID: 0.546 G_Rec: 0.350 D_GP: 0.107 D_real: 0.411 D_fake: 0.894 (epoch: 49, iters: 416, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.847 G_ID: 0.270 G_Rec: 0.400 D_GP: 0.046 D_real: 1.108 D_fake: 0.511 (epoch: 49, iters: 816, time: 0.064) G_GAN: 0.659 G_GAN_Feat: 0.967 G_ID: 0.535 G_Rec: 0.347 D_GP: 0.160 D_real: 0.997 D_fake: 0.448 (epoch: 49, iters: 1216, time: 0.064) G_GAN: 0.771 G_GAN_Feat: 0.986 G_ID: 0.304 G_Rec: 0.406 D_GP: 0.102 D_real: 1.035 D_fake: 0.256 (epoch: 49, iters: 1616, time: 0.064) G_GAN: 0.767 G_GAN_Feat: 1.042 G_ID: 0.509 G_Rec: 0.479 D_GP: 0.073 D_real: 1.235 D_fake: 0.446 (epoch: 49, iters: 2016, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.850 G_ID: 0.267 G_Rec: 0.348 D_GP: 0.060 D_real: 0.860 D_fake: 0.638 (epoch: 49, iters: 2416, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.890 G_ID: 0.528 G_Rec: 0.399 D_GP: 0.071 D_real: 0.779 D_fake: 0.684 (epoch: 49, iters: 2816, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.717 G_ID: 0.291 G_Rec: 0.369 D_GP: 0.029 D_real: 1.219 D_fake: 0.541 (epoch: 49, iters: 3216, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.637 G_ID: 0.534 G_Rec: 0.400 D_GP: 0.025 D_real: 1.210 D_fake: 0.660 (epoch: 49, iters: 3616, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.547 G_ID: 0.233 G_Rec: 0.489 D_GP: 0.020 D_real: 1.155 D_fake: 0.595 (epoch: 49, iters: 4016, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.598 G_ID: 0.532 G_Rec: 0.349 D_GP: 0.022 D_real: 1.290 D_fake: 0.656 (epoch: 49, iters: 4416, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.672 G_ID: 0.232 G_Rec: 0.346 D_GP: 0.030 D_real: 1.038 D_fake: 0.722 (epoch: 49, iters: 4816, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.753 G_ID: 0.481 G_Rec: 0.338 D_GP: 0.076 D_real: 0.857 D_fake: 0.728 (epoch: 49, iters: 5216, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.821 G_ID: 0.268 G_Rec: 0.384 D_GP: 0.066 D_real: 1.075 D_fake: 0.631 (epoch: 49, iters: 5616, time: 0.064) G_GAN: 0.721 G_GAN_Feat: 0.890 G_ID: 0.568 G_Rec: 0.440 D_GP: 0.084 D_real: 1.115 D_fake: 0.443 (epoch: 49, iters: 6016, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.725 G_ID: 0.233 G_Rec: 0.356 D_GP: 0.042 D_real: 1.021 D_fake: 0.754 (epoch: 49, iters: 6416, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.695 G_ID: 0.531 G_Rec: 0.359 D_GP: 0.030 D_real: 0.847 D_fake: 0.912 (epoch: 49, iters: 6816, time: 0.064) G_GAN: 0.488 G_GAN_Feat: 0.672 G_ID: 0.262 G_Rec: 0.363 D_GP: 0.029 D_real: 1.305 D_fake: 0.512 (epoch: 49, iters: 7216, time: 0.064) G_GAN: 0.635 G_GAN_Feat: 0.903 G_ID: 0.488 G_Rec: 0.408 D_GP: 0.064 D_real: 1.338 D_fake: 0.386 (epoch: 49, iters: 7616, time: 0.064) G_GAN: 0.470 G_GAN_Feat: 0.694 G_ID: 0.277 G_Rec: 0.373 D_GP: 0.030 D_real: 1.190 D_fake: 0.531 (epoch: 49, iters: 8016, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.715 G_ID: 0.544 G_Rec: 0.337 D_GP: 0.029 D_real: 1.112 D_fake: 0.683 (epoch: 49, iters: 8416, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.987 G_ID: 0.242 G_Rec: 0.364 D_GP: 0.061 D_real: 0.585 D_fake: 0.675 (epoch: 50, iters: 208, time: 0.064) G_GAN: 0.761 G_GAN_Feat: 1.155 G_ID: 0.451 G_Rec: 0.411 D_GP: 0.059 D_real: 1.154 D_fake: 0.385 (epoch: 50, iters: 608, time: 0.064) G_GAN: 0.061 G_GAN_Feat: 0.697 G_ID: 0.263 G_Rec: 0.403 D_GP: 0.031 D_real: 0.892 D_fake: 0.940 (epoch: 50, iters: 1008, time: 0.064) G_GAN: 0.694 G_GAN_Feat: 0.848 G_ID: 0.512 G_Rec: 0.374 D_GP: 0.045 D_real: 1.268 D_fake: 0.335 (epoch: 50, iters: 1408, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.782 G_ID: 0.242 G_Rec: 0.369 D_GP: 0.037 D_real: 1.045 D_fake: 0.548 (epoch: 50, iters: 1808, time: 0.064) G_GAN: 0.510 G_GAN_Feat: 0.807 G_ID: 0.550 G_Rec: 0.335 D_GP: 0.049 D_real: 1.120 D_fake: 0.490 (epoch: 50, iters: 2208, time: 0.064) G_GAN: 0.510 G_GAN_Feat: 0.766 G_ID: 0.274 G_Rec: 0.453 D_GP: 0.047 D_real: 1.260 D_fake: 0.493 (epoch: 50, iters: 2608, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 1.035 G_ID: 0.502 G_Rec: 0.459 D_GP: 0.032 D_real: 1.054 D_fake: 0.881 (epoch: 50, iters: 3008, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.629 G_ID: 0.241 G_Rec: 0.379 D_GP: 0.020 D_real: 1.200 D_fake: 0.645 (epoch: 50, iters: 3408, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.625 G_ID: 0.520 G_Rec: 0.350 D_GP: 0.021 D_real: 0.994 D_fake: 0.889 (epoch: 50, iters: 3808, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.656 G_ID: 0.262 G_Rec: 0.343 D_GP: 0.029 D_real: 1.054 D_fake: 0.771 (epoch: 50, iters: 4208, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.766 G_ID: 0.501 G_Rec: 0.360 D_GP: 0.031 D_real: 1.136 D_fake: 0.689 (epoch: 50, iters: 4608, time: 0.064) G_GAN: 0.600 G_GAN_Feat: 0.793 G_ID: 0.275 G_Rec: 0.451 D_GP: 0.059 D_real: 1.283 D_fake: 0.408 (epoch: 50, iters: 5008, time: 0.064) G_GAN: 0.064 G_GAN_Feat: 0.783 G_ID: 0.516 G_Rec: 0.404 D_GP: 0.083 D_real: 0.795 D_fake: 0.937 (epoch: 50, iters: 5408, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 1.103 G_ID: 0.254 G_Rec: 0.388 D_GP: 0.080 D_real: 0.584 D_fake: 0.691 (epoch: 50, iters: 5808, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 1.068 G_ID: 0.525 G_Rec: 0.456 D_GP: 0.092 D_real: 0.743 D_fake: 0.614 (epoch: 50, iters: 6208, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.743 G_ID: 0.227 G_Rec: 0.373 D_GP: 0.045 D_real: 0.978 D_fake: 0.738 (epoch: 50, iters: 6608, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.809 G_ID: 0.481 G_Rec: 0.393 D_GP: 0.062 D_real: 0.665 D_fake: 0.881 (epoch: 50, iters: 7008, time: 0.064) G_GAN: 0.774 G_GAN_Feat: 1.046 G_ID: 0.266 G_Rec: 0.502 D_GP: 0.282 D_real: 1.175 D_fake: 0.273 (epoch: 50, iters: 7408, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 1.229 G_ID: 0.510 G_Rec: 0.425 D_GP: 0.146 D_real: 0.299 D_fake: 0.854 (epoch: 50, iters: 7808, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.825 G_ID: 0.296 G_Rec: 0.369 D_GP: 0.052 D_real: 0.932 D_fake: 0.706 (epoch: 50, iters: 8208, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.771 G_ID: 0.524 G_Rec: 0.348 D_GP: 0.027 D_real: 1.042 D_fake: 0.700 (epoch: 50, iters: 8608, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.723 G_ID: 0.267 G_Rec: 0.377 D_GP: 0.039 D_real: 0.898 D_fake: 0.763 (epoch: 51, iters: 400, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.875 G_ID: 0.466 G_Rec: 0.363 D_GP: 0.048 D_real: 0.627 D_fake: 0.882 (epoch: 51, iters: 800, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.845 G_ID: 0.285 G_Rec: 0.368 D_GP: 0.060 D_real: 0.774 D_fake: 0.665 (epoch: 51, iters: 1200, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.790 G_ID: 0.540 G_Rec: 0.419 D_GP: 0.038 D_real: 1.254 D_fake: 0.495 (epoch: 51, iters: 1600, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 1.325 G_ID: 0.213 G_Rec: 0.374 D_GP: 0.357 D_real: 0.511 D_fake: 0.750 (epoch: 51, iters: 2000, time: 0.064) G_GAN: 0.430 G_GAN_Feat: 0.620 G_ID: 0.482 G_Rec: 0.383 D_GP: 0.024 D_real: 1.238 D_fake: 0.570 (epoch: 51, iters: 2400, time: 0.064) G_GAN: 0.533 G_GAN_Feat: 0.851 G_ID: 0.265 G_Rec: 0.330 D_GP: 0.033 D_real: 1.379 D_fake: 0.470 (epoch: 51, iters: 2800, time: 0.064) G_GAN: -0.086 G_GAN_Feat: 0.759 G_ID: 0.498 G_Rec: 0.432 D_GP: 0.047 D_real: 0.652 D_fake: 1.086 (epoch: 51, iters: 3200, time: 0.064) G_GAN: 0.440 G_GAN_Feat: 0.832 G_ID: 0.222 G_Rec: 0.388 D_GP: 0.041 D_real: 1.068 D_fake: 0.561 (epoch: 51, iters: 3600, time: 0.064) G_GAN: 0.638 G_GAN_Feat: 0.801 G_ID: 0.501 G_Rec: 0.419 D_GP: 0.059 D_real: 1.270 D_fake: 0.377 (epoch: 51, iters: 4000, time: 0.064) G_GAN: 0.709 G_GAN_Feat: 0.889 G_ID: 0.224 G_Rec: 0.439 D_GP: 0.080 D_real: 1.144 D_fake: 0.310 (epoch: 51, iters: 4400, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.819 G_ID: 0.439 G_Rec: 0.366 D_GP: 0.064 D_real: 0.936 D_fake: 0.801 (epoch: 51, iters: 4800, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.873 G_ID: 0.238 G_Rec: 0.401 D_GP: 0.037 D_real: 1.138 D_fake: 0.562 (epoch: 51, iters: 5200, time: 0.064) G_GAN: 0.911 G_GAN_Feat: 0.749 G_ID: 0.470 G_Rec: 0.429 D_GP: 0.026 D_real: 1.645 D_fake: 0.219 (epoch: 51, iters: 5600, time: 0.064) G_GAN: 0.473 G_GAN_Feat: 0.685 G_ID: 0.221 G_Rec: 0.444 D_GP: 0.024 D_real: 1.258 D_fake: 0.527 (epoch: 51, iters: 6000, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.823 G_ID: 0.550 G_Rec: 0.430 D_GP: 0.040 D_real: 1.012 D_fake: 0.657 (epoch: 51, iters: 6400, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.886 G_ID: 0.248 G_Rec: 0.370 D_GP: 0.107 D_real: 0.782 D_fake: 0.625 (epoch: 51, iters: 6800, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 1.157 G_ID: 0.510 G_Rec: 0.372 D_GP: 0.621 D_real: 0.273 D_fake: 0.706 (epoch: 51, iters: 7200, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 1.245 G_ID: 0.248 G_Rec: 0.374 D_GP: 0.592 D_real: 0.356 D_fake: 0.751 (epoch: 51, iters: 7600, time: 0.064) G_GAN: 0.815 G_GAN_Feat: 0.930 G_ID: 0.514 G_Rec: 0.379 D_GP: 0.039 D_real: 1.413 D_fake: 0.335 (epoch: 51, iters: 8000, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.861 G_ID: 0.319 G_Rec: 0.376 D_GP: 0.032 D_real: 1.088 D_fake: 0.602 (epoch: 51, iters: 8400, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 1.222 G_ID: 0.542 G_Rec: 0.401 D_GP: 0.142 D_real: 0.348 D_fake: 0.734 (epoch: 52, iters: 192, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.906 G_ID: 0.269 G_Rec: 0.360 D_GP: 0.045 D_real: 1.082 D_fake: 0.525 (epoch: 52, iters: 592, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.888 G_ID: 0.520 G_Rec: 0.377 D_GP: 0.067 D_real: 0.926 D_fake: 0.611 (epoch: 52, iters: 992, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 1.152 G_ID: 0.283 G_Rec: 0.411 D_GP: 0.137 D_real: 0.351 D_fake: 0.859 (epoch: 52, iters: 1392, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 1.085 G_ID: 0.502 G_Rec: 0.390 D_GP: 0.085 D_real: 0.651 D_fake: 0.613 (epoch: 52, iters: 1792, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.931 G_ID: 0.246 G_Rec: 0.413 D_GP: 0.028 D_real: 1.224 D_fake: 0.548 (epoch: 52, iters: 2192, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.798 G_ID: 0.542 G_Rec: 0.355 D_GP: 0.025 D_real: 1.119 D_fake: 0.621 (epoch: 52, iters: 2592, time: 0.064) G_GAN: 0.063 G_GAN_Feat: 0.989 G_ID: 0.267 G_Rec: 0.371 D_GP: 0.116 D_real: 0.407 D_fake: 0.937 (epoch: 52, iters: 2992, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.771 G_ID: 0.517 G_Rec: 0.388 D_GP: 0.026 D_real: 1.271 D_fake: 0.622 (epoch: 52, iters: 3392, time: 0.064) G_GAN: -0.042 G_GAN_Feat: 0.522 G_ID: 0.267 G_Rec: 0.343 D_GP: 0.022 D_real: 0.939 D_fake: 1.042 (epoch: 52, iters: 3792, time: 0.064) G_GAN: 0.623 G_GAN_Feat: 0.600 G_ID: 0.545 G_Rec: 0.397 D_GP: 0.018 D_real: 1.488 D_fake: 0.432 (epoch: 52, iters: 4192, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.541 G_ID: 0.216 G_Rec: 0.387 D_GP: 0.020 D_real: 1.044 D_fake: 0.826 (epoch: 52, iters: 4592, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.606 G_ID: 0.476 G_Rec: 0.510 D_GP: 0.026 D_real: 1.064 D_fake: 0.754 (epoch: 52, iters: 4992, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.671 G_ID: 0.267 G_Rec: 0.382 D_GP: 0.032 D_real: 1.036 D_fake: 0.678 (epoch: 52, iters: 5392, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.642 G_ID: 0.547 G_Rec: 0.364 D_GP: 0.044 D_real: 0.896 D_fake: 0.822 (epoch: 52, iters: 5792, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.637 G_ID: 0.230 G_Rec: 0.315 D_GP: 0.045 D_real: 1.062 D_fake: 0.659 (epoch: 52, iters: 6192, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.760 G_ID: 0.512 G_Rec: 0.393 D_GP: 0.051 D_real: 0.845 D_fake: 0.838 (epoch: 52, iters: 6592, time: 0.064) G_GAN: -0.081 G_GAN_Feat: 0.839 G_ID: 0.228 G_Rec: 0.446 D_GP: 0.080 D_real: 0.308 D_fake: 1.081 (epoch: 52, iters: 6992, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.919 G_ID: 0.532 G_Rec: 0.361 D_GP: 0.069 D_real: 0.669 D_fake: 0.772 (epoch: 52, iters: 7392, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.648 G_ID: 0.265 G_Rec: 0.394 D_GP: 0.025 D_real: 1.012 D_fake: 0.751 (epoch: 52, iters: 7792, time: 0.064) G_GAN: 0.595 G_GAN_Feat: 0.771 G_ID: 0.502 G_Rec: 0.382 D_GP: 0.055 D_real: 1.312 D_fake: 0.408 (epoch: 52, iters: 8192, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.873 G_ID: 0.254 G_Rec: 0.503 D_GP: 0.039 D_real: 1.159 D_fake: 0.600 (epoch: 52, iters: 8592, time: 0.064) G_GAN: 0.562 G_GAN_Feat: 0.733 G_ID: 0.488 G_Rec: 0.353 D_GP: 0.044 D_real: 1.305 D_fake: 0.461 (epoch: 53, iters: 384, time: 0.064) G_GAN: 0.060 G_GAN_Feat: 1.258 G_ID: 0.229 G_Rec: 0.350 D_GP: 0.112 D_real: 0.348 D_fake: 0.940 (epoch: 53, iters: 784, time: 0.064) G_GAN: 0.480 G_GAN_Feat: 0.709 G_ID: 0.477 G_Rec: 0.430 D_GP: 0.030 D_real: 1.341 D_fake: 0.521 (epoch: 53, iters: 1184, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.882 G_ID: 0.256 G_Rec: 0.395 D_GP: 0.048 D_real: 1.080 D_fake: 0.594 (epoch: 53, iters: 1584, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.823 G_ID: 0.520 G_Rec: 0.407 D_GP: 0.030 D_real: 1.040 D_fake: 0.664 (epoch: 53, iters: 1984, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.684 G_ID: 0.248 G_Rec: 0.419 D_GP: 0.027 D_real: 1.025 D_fake: 0.729 (epoch: 53, iters: 2384, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.832 G_ID: 0.508 G_Rec: 0.368 D_GP: 0.054 D_real: 0.931 D_fake: 0.711 (epoch: 53, iters: 2784, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 1.146 G_ID: 0.295 G_Rec: 0.393 D_GP: 0.055 D_real: 0.469 D_fake: 0.583 (epoch: 53, iters: 3184, time: 0.064) G_GAN: 0.725 G_GAN_Feat: 0.985 G_ID: 0.504 G_Rec: 0.372 D_GP: 0.090 D_real: 1.224 D_fake: 0.311 (epoch: 53, iters: 3584, time: 0.064) G_GAN: 0.573 G_GAN_Feat: 0.745 G_ID: 0.242 G_Rec: 0.395 D_GP: 0.035 D_real: 1.345 D_fake: 0.435 (epoch: 53, iters: 3984, time: 0.064) G_GAN: 0.735 G_GAN_Feat: 1.027 G_ID: 0.510 G_Rec: 0.418 D_GP: 0.033 D_real: 1.309 D_fake: 0.503 (epoch: 53, iters: 4384, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.953 G_ID: 0.252 G_Rec: 0.383 D_GP: 0.051 D_real: 0.905 D_fake: 0.617 (epoch: 53, iters: 4784, time: 0.064) G_GAN: 1.063 G_GAN_Feat: 0.949 G_ID: 0.446 G_Rec: 0.391 D_GP: 0.096 D_real: 1.526 D_fake: 0.229 (epoch: 53, iters: 5184, time: 0.064) G_GAN: 0.582 G_GAN_Feat: 0.802 G_ID: 0.201 G_Rec: 0.426 D_GP: 0.040 D_real: 1.252 D_fake: 0.429 (epoch: 53, iters: 5584, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.726 G_ID: 0.509 G_Rec: 0.349 D_GP: 0.028 D_real: 1.211 D_fake: 0.572 (epoch: 53, iters: 5984, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.874 G_ID: 0.246 G_Rec: 0.405 D_GP: 0.037 D_real: 0.928 D_fake: 0.618 (epoch: 53, iters: 6384, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.832 G_ID: 0.495 G_Rec: 0.351 D_GP: 0.035 D_real: 1.194 D_fake: 0.594 (epoch: 53, iters: 6784, time: 0.064) G_GAN: 0.811 G_GAN_Feat: 0.852 G_ID: 0.275 G_Rec: 0.361 D_GP: 0.066 D_real: 1.361 D_fake: 0.293 (epoch: 53, iters: 7184, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.768 G_ID: 0.456 G_Rec: 0.363 D_GP: 0.056 D_real: 0.838 D_fake: 0.795 (epoch: 53, iters: 7584, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.725 G_ID: 0.235 G_Rec: 0.460 D_GP: 0.022 D_real: 0.962 D_fake: 0.845 (epoch: 53, iters: 7984, time: 0.064) G_GAN: 0.044 G_GAN_Feat: 0.971 G_ID: 0.470 G_Rec: 0.385 D_GP: 0.175 D_real: 0.508 D_fake: 0.956 (epoch: 53, iters: 8384, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 1.015 G_ID: 0.219 G_Rec: 0.455 D_GP: 0.108 D_real: 0.558 D_fake: 0.630 (epoch: 54, iters: 176, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 0.934 G_ID: 0.483 G_Rec: 0.427 D_GP: 0.032 D_real: 0.833 D_fake: 0.844 (epoch: 54, iters: 576, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 0.846 G_ID: 0.226 G_Rec: 0.356 D_GP: 0.046 D_real: 1.087 D_fake: 0.501 (epoch: 54, iters: 976, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.828 G_ID: 0.484 G_Rec: 0.412 D_GP: 0.026 D_real: 0.981 D_fake: 0.813 (epoch: 54, iters: 1376, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 0.666 G_ID: 0.228 G_Rec: 0.345 D_GP: 0.027 D_real: 1.301 D_fake: 0.479 (epoch: 54, iters: 1776, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 0.856 G_ID: 0.507 G_Rec: 0.419 D_GP: 0.039 D_real: 1.230 D_fake: 0.506 (epoch: 54, iters: 2176, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.843 G_ID: 0.238 G_Rec: 0.408 D_GP: 0.068 D_real: 1.014 D_fake: 0.624 (epoch: 54, iters: 2576, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.688 G_ID: 0.473 G_Rec: 0.426 D_GP: 0.020 D_real: 1.334 D_fake: 0.594 (epoch: 54, iters: 2976, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.656 G_ID: 0.221 G_Rec: 0.390 D_GP: 0.025 D_real: 1.078 D_fake: 0.729 (epoch: 54, iters: 3376, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.745 G_ID: 0.512 G_Rec: 0.398 D_GP: 0.043 D_real: 0.995 D_fake: 0.719 (epoch: 54, iters: 3776, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.791 G_ID: 0.213 G_Rec: 0.384 D_GP: 0.057 D_real: 0.849 D_fake: 0.717 (epoch: 54, iters: 4176, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 1.036 G_ID: 0.472 G_Rec: 0.432 D_GP: 0.039 D_real: 0.736 D_fake: 0.659 (epoch: 54, iters: 4576, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.872 G_ID: 0.212 G_Rec: 0.389 D_GP: 0.033 D_real: 1.123 D_fake: 0.577 (epoch: 54, iters: 4976, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.910 G_ID: 0.491 G_Rec: 0.376 D_GP: 0.094 D_real: 0.729 D_fake: 0.716 (epoch: 54, iters: 5376, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.558 G_ID: 0.238 G_Rec: 0.344 D_GP: 0.020 D_real: 1.082 D_fake: 0.852 (epoch: 54, iters: 5776, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.680 G_ID: 0.514 G_Rec: 0.369 D_GP: 0.029 D_real: 1.007 D_fake: 0.739 (epoch: 54, iters: 6176, time: 0.064) G_GAN: -0.017 G_GAN_Feat: 0.749 G_ID: 0.268 G_Rec: 0.467 D_GP: 0.067 D_real: 0.560 D_fake: 1.017 (epoch: 54, iters: 6576, time: 0.064) G_GAN: -0.172 G_GAN_Feat: 0.793 G_ID: 0.486 G_Rec: 0.363 D_GP: 0.238 D_real: 0.646 D_fake: 1.172 (epoch: 54, iters: 6976, time: 0.064) G_GAN: -0.296 G_GAN_Feat: 0.828 G_ID: 0.218 G_Rec: 0.425 D_GP: 0.108 D_real: 0.515 D_fake: 1.296 (epoch: 54, iters: 7376, time: 0.064) G_GAN: 0.755 G_GAN_Feat: 0.721 G_ID: 0.467 G_Rec: 0.364 D_GP: 0.034 D_real: 1.498 D_fake: 0.279 (epoch: 54, iters: 7776, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.761 G_ID: 0.233 G_Rec: 0.391 D_GP: 0.040 D_real: 1.053 D_fake: 0.684 (epoch: 54, iters: 8176, time: 0.064) G_GAN: 0.462 G_GAN_Feat: 1.009 G_ID: 0.442 G_Rec: 0.413 D_GP: 0.057 D_real: 0.768 D_fake: 0.540 (epoch: 54, iters: 8576, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.666 G_ID: 0.258 G_Rec: 0.378 D_GP: 0.030 D_real: 1.099 D_fake: 0.666 (epoch: 55, iters: 368, time: 0.064) G_GAN: 0.631 G_GAN_Feat: 0.889 G_ID: 0.476 G_Rec: 0.411 D_GP: 0.060 D_real: 1.222 D_fake: 0.456 (epoch: 55, iters: 768, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 1.137 G_ID: 0.233 G_Rec: 0.403 D_GP: 0.449 D_real: 0.636 D_fake: 0.669 (epoch: 55, iters: 1168, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 1.004 G_ID: 0.506 G_Rec: 0.378 D_GP: 0.063 D_real: 0.683 D_fake: 0.676 (epoch: 55, iters: 1568, time: 0.064) G_GAN: 0.550 G_GAN_Feat: 0.932 G_ID: 0.241 G_Rec: 0.357 D_GP: 0.063 D_real: 0.990 D_fake: 0.468 (epoch: 55, iters: 1968, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.804 G_ID: 0.500 G_Rec: 0.406 D_GP: 0.037 D_real: 0.983 D_fake: 0.754 (epoch: 55, iters: 2368, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.752 G_ID: 0.256 G_Rec: 0.362 D_GP: 0.031 D_real: 1.103 D_fake: 0.630 (epoch: 55, iters: 2768, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.820 G_ID: 0.454 G_Rec: 0.493 D_GP: 0.056 D_real: 0.712 D_fake: 0.907 (epoch: 55, iters: 3168, time: 0.064) G_GAN: 0.493 G_GAN_Feat: 0.818 G_ID: 0.319 G_Rec: 0.368 D_GP: 0.042 D_real: 1.191 D_fake: 0.508 (epoch: 55, iters: 3568, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.788 G_ID: 0.458 G_Rec: 0.345 D_GP: 0.030 D_real: 0.966 D_fake: 0.717 (epoch: 55, iters: 3968, time: 0.064) G_GAN: 0.965 G_GAN_Feat: 0.896 G_ID: 0.214 G_Rec: 0.382 D_GP: 0.037 D_real: 1.536 D_fake: 0.297 (epoch: 55, iters: 4368, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.824 G_ID: 0.454 G_Rec: 0.382 D_GP: 0.020 D_real: 1.041 D_fake: 0.755 (epoch: 55, iters: 4768, time: 0.064) G_GAN: -0.098 G_GAN_Feat: 0.719 G_ID: 0.261 G_Rec: 0.372 D_GP: 0.026 D_real: 0.637 D_fake: 1.098 (epoch: 55, iters: 5168, time: 0.064) G_GAN: 0.057 G_GAN_Feat: 0.839 G_ID: 0.481 G_Rec: 0.378 D_GP: 0.077 D_real: 0.654 D_fake: 0.943 (epoch: 55, iters: 5568, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.633 G_ID: 0.220 G_Rec: 0.336 D_GP: 0.027 D_real: 1.162 D_fake: 0.666 (epoch: 55, iters: 5968, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.836 G_ID: 0.452 G_Rec: 0.390 D_GP: 0.073 D_real: 0.926 D_fake: 0.672 (epoch: 55, iters: 6368, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.854 G_ID: 0.275 G_Rec: 0.428 D_GP: 0.051 D_real: 0.803 D_fake: 0.766 (epoch: 55, iters: 6768, time: 0.064) G_GAN: 0.764 G_GAN_Feat: 0.690 G_ID: 0.449 G_Rec: 0.524 D_GP: 0.022 D_real: 1.564 D_fake: 0.344 (epoch: 55, iters: 7168, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 1.077 G_ID: 0.261 G_Rec: 0.375 D_GP: 0.046 D_real: 0.773 D_fake: 0.735 (epoch: 55, iters: 7568, time: 0.064) G_GAN: 0.622 G_GAN_Feat: 0.777 G_ID: 0.496 G_Rec: 0.378 D_GP: 0.037 D_real: 1.248 D_fake: 0.382 (epoch: 55, iters: 7968, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 0.775 G_ID: 0.271 G_Rec: 0.321 D_GP: 0.041 D_real: 1.207 D_fake: 0.581 (epoch: 55, iters: 8368, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.849 G_ID: 0.466 G_Rec: 0.379 D_GP: 0.042 D_real: 1.117 D_fake: 0.479 (epoch: 56, iters: 160, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.951 G_ID: 0.246 G_Rec: 0.399 D_GP: 0.052 D_real: 0.534 D_fake: 0.754 (epoch: 56, iters: 560, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.705 G_ID: 0.496 G_Rec: 0.391 D_GP: 0.029 D_real: 1.185 D_fake: 0.716 (epoch: 56, iters: 960, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.609 G_ID: 0.288 G_Rec: 0.297 D_GP: 0.025 D_real: 1.349 D_fake: 0.569 (epoch: 56, iters: 1360, time: 0.064) G_GAN: 0.462 G_GAN_Feat: 0.857 G_ID: 0.480 G_Rec: 0.418 D_GP: 0.034 D_real: 1.105 D_fake: 0.538 (epoch: 56, iters: 1760, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.851 G_ID: 0.253 G_Rec: 0.350 D_GP: 0.105 D_real: 0.628 D_fake: 0.839 (epoch: 56, iters: 2160, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.897 G_ID: 0.496 G_Rec: 0.377 D_GP: 0.033 D_real: 1.076 D_fake: 0.603 (epoch: 56, iters: 2560, time: 0.064) G_GAN: 0.493 G_GAN_Feat: 0.763 G_ID: 0.260 G_Rec: 0.390 D_GP: 0.037 D_real: 1.147 D_fake: 0.513 (epoch: 56, iters: 2960, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.810 G_ID: 0.473 G_Rec: 0.362 D_GP: 0.076 D_real: 1.150 D_fake: 0.551 (epoch: 56, iters: 3360, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.933 G_ID: 0.240 G_Rec: 0.348 D_GP: 0.050 D_real: 0.997 D_fake: 0.642 (epoch: 56, iters: 3760, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 1.205 G_ID: 0.467 G_Rec: 0.387 D_GP: 0.090 D_real: 0.604 D_fake: 0.565 (epoch: 56, iters: 4160, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 1.041 G_ID: 0.243 G_Rec: 0.379 D_GP: 0.320 D_real: 0.408 D_fake: 0.662 (epoch: 56, iters: 4560, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 0.742 G_ID: 0.476 G_Rec: 0.358 D_GP: 0.034 D_real: 0.857 D_fake: 0.927 (epoch: 56, iters: 4960, time: 0.064) G_GAN: 0.623 G_GAN_Feat: 0.891 G_ID: 0.221 G_Rec: 0.406 D_GP: 0.048 D_real: 1.204 D_fake: 0.392 (epoch: 56, iters: 5360, time: 0.064) G_GAN: 0.706 G_GAN_Feat: 0.696 G_ID: 0.501 G_Rec: 0.409 D_GP: 0.021 D_real: 1.580 D_fake: 0.307 (epoch: 56, iters: 5760, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.713 G_ID: 0.277 G_Rec: 0.340 D_GP: 0.037 D_real: 1.125 D_fake: 0.627 (epoch: 56, iters: 6160, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.708 G_ID: 0.502 G_Rec: 0.376 D_GP: 0.028 D_real: 1.115 D_fake: 0.687 (epoch: 56, iters: 6560, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.877 G_ID: 0.214 G_Rec: 0.382 D_GP: 0.061 D_real: 0.781 D_fake: 0.790 (epoch: 56, iters: 6960, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.698 G_ID: 0.476 G_Rec: 0.381 D_GP: 0.024 D_real: 1.121 D_fake: 0.662 (epoch: 56, iters: 7360, time: 0.064) G_GAN: 0.081 G_GAN_Feat: 0.593 G_ID: 0.237 G_Rec: 0.337 D_GP: 0.023 D_real: 0.978 D_fake: 0.919 (epoch: 56, iters: 7760, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 0.841 G_ID: 0.487 G_Rec: 0.366 D_GP: 0.051 D_real: 1.147 D_fake: 0.517 (epoch: 56, iters: 8160, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.700 G_ID: 0.233 G_Rec: 0.370 D_GP: 0.031 D_real: 1.363 D_fake: 0.485 (epoch: 56, iters: 8560, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.851 G_ID: 0.469 G_Rec: 0.355 D_GP: 0.066 D_real: 0.879 D_fake: 0.649 (epoch: 57, iters: 352, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.775 G_ID: 0.252 G_Rec: 0.406 D_GP: 0.028 D_real: 1.206 D_fake: 0.623 (epoch: 57, iters: 752, time: 0.064) G_GAN: 0.806 G_GAN_Feat: 0.765 G_ID: 0.488 G_Rec: 0.412 D_GP: 0.027 D_real: 1.577 D_fake: 0.437 (epoch: 57, iters: 1152, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.597 G_ID: 0.238 G_Rec: 0.344 D_GP: 0.027 D_real: 1.162 D_fake: 0.673 (epoch: 57, iters: 1552, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.877 G_ID: 0.454 G_Rec: 0.434 D_GP: 0.092 D_real: 0.692 D_fake: 0.844 (epoch: 57, iters: 1952, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.784 G_ID: 0.266 G_Rec: 0.471 D_GP: 0.037 D_real: 1.076 D_fake: 0.686 (epoch: 57, iters: 2352, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.888 G_ID: 0.455 G_Rec: 0.399 D_GP: 0.054 D_real: 1.139 D_fake: 0.493 (epoch: 57, iters: 2752, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.981 G_ID: 0.279 G_Rec: 0.363 D_GP: 0.070 D_real: 0.671 D_fake: 0.554 (epoch: 57, iters: 3152, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.705 G_ID: 0.461 G_Rec: 0.376 D_GP: 0.021 D_real: 1.272 D_fake: 0.544 (epoch: 57, iters: 3552, time: 0.064) G_GAN: 0.690 G_GAN_Feat: 0.965 G_ID: 0.244 G_Rec: 0.384 D_GP: 0.045 D_real: 1.383 D_fake: 0.353 (epoch: 57, iters: 3952, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 1.094 G_ID: 0.490 G_Rec: 0.408 D_GP: 0.142 D_real: 0.583 D_fake: 0.804 (epoch: 57, iters: 4352, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.773 G_ID: 0.258 G_Rec: 0.381 D_GP: 0.028 D_real: 1.019 D_fake: 0.799 (epoch: 57, iters: 4752, time: 0.064) G_GAN: 0.822 G_GAN_Feat: 0.847 G_ID: 0.456 G_Rec: 0.384 D_GP: 0.033 D_real: 1.484 D_fake: 0.424 (epoch: 57, iters: 5152, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.654 G_ID: 0.266 G_Rec: 0.392 D_GP: 0.027 D_real: 1.097 D_fake: 0.668 (epoch: 57, iters: 5552, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.665 G_ID: 0.523 G_Rec: 0.349 D_GP: 0.026 D_real: 0.929 D_fake: 0.860 (epoch: 57, iters: 5952, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.692 G_ID: 0.214 G_Rec: 0.391 D_GP: 0.033 D_real: 1.165 D_fake: 0.676 (epoch: 57, iters: 6352, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.837 G_ID: 0.498 G_Rec: 0.447 D_GP: 0.057 D_real: 0.957 D_fake: 0.642 (epoch: 57, iters: 6752, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.735 G_ID: 0.268 G_Rec: 0.374 D_GP: 0.027 D_real: 1.131 D_fake: 0.648 (epoch: 57, iters: 7152, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.702 G_ID: 0.467 G_Rec: 0.362 D_GP: 0.030 D_real: 1.305 D_fake: 0.569 (epoch: 57, iters: 7552, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.723 G_ID: 0.228 G_Rec: 0.361 D_GP: 0.039 D_real: 1.097 D_fake: 0.721 (epoch: 57, iters: 7952, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.798 G_ID: 0.509 G_Rec: 0.359 D_GP: 0.037 D_real: 0.925 D_fake: 0.771 (epoch: 57, iters: 8352, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.742 G_ID: 0.237 G_Rec: 0.330 D_GP: 0.053 D_real: 1.033 D_fake: 0.719 (epoch: 58, iters: 144, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.741 G_ID: 0.497 G_Rec: 0.401 D_GP: 0.032 D_real: 1.072 D_fake: 0.738 (epoch: 58, iters: 544, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.781 G_ID: 0.270 G_Rec: 0.371 D_GP: 0.044 D_real: 1.251 D_fake: 0.538 (epoch: 58, iters: 944, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.979 G_ID: 0.483 G_Rec: 0.404 D_GP: 0.277 D_real: 0.531 D_fake: 0.707 (epoch: 58, iters: 1344, time: 0.064) G_GAN: 0.784 G_GAN_Feat: 0.806 G_ID: 0.226 G_Rec: 0.362 D_GP: 0.042 D_real: 1.398 D_fake: 0.234 (epoch: 58, iters: 1744, time: 0.064) G_GAN: 0.589 G_GAN_Feat: 0.956 G_ID: 0.467 G_Rec: 0.384 D_GP: 0.096 D_real: 0.961 D_fake: 0.523 (epoch: 58, iters: 2144, time: 0.064) G_GAN: 0.109 G_GAN_Feat: 0.790 G_ID: 0.231 G_Rec: 0.361 D_GP: 0.034 D_real: 0.724 D_fake: 0.891 (epoch: 58, iters: 2544, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 1.044 G_ID: 0.491 G_Rec: 0.400 D_GP: 0.072 D_real: 0.454 D_fake: 0.651 (epoch: 58, iters: 2944, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.726 G_ID: 0.256 G_Rec: 0.399 D_GP: 0.029 D_real: 1.203 D_fake: 0.613 (epoch: 58, iters: 3344, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 1.014 G_ID: 0.441 G_Rec: 0.366 D_GP: 0.098 D_real: 0.556 D_fake: 0.732 (epoch: 58, iters: 3744, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.925 G_ID: 0.244 G_Rec: 0.360 D_GP: 0.049 D_real: 0.547 D_fake: 0.862 (epoch: 58, iters: 4144, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 1.150 G_ID: 0.494 G_Rec: 0.435 D_GP: 0.149 D_real: 0.474 D_fake: 0.579 (epoch: 58, iters: 4544, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.614 G_ID: 0.222 G_Rec: 0.341 D_GP: 0.025 D_real: 1.124 D_fake: 0.685 (epoch: 58, iters: 4944, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.689 G_ID: 0.467 G_Rec: 0.352 D_GP: 0.032 D_real: 1.091 D_fake: 0.716 (epoch: 58, iters: 5344, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.777 G_ID: 0.258 G_Rec: 0.363 D_GP: 0.036 D_real: 1.025 D_fake: 0.659 (epoch: 58, iters: 5744, time: 0.064) G_GAN: 0.532 G_GAN_Feat: 1.180 G_ID: 0.483 G_Rec: 0.396 D_GP: 0.150 D_real: 0.681 D_fake: 0.495 (epoch: 58, iters: 6144, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.908 G_ID: 0.221 G_Rec: 0.395 D_GP: 0.100 D_real: 0.607 D_fake: 0.802 (epoch: 58, iters: 6544, time: 0.064) G_GAN: 0.596 G_GAN_Feat: 0.670 G_ID: 0.469 G_Rec: 0.370 D_GP: 0.021 D_real: 1.468 D_fake: 0.438 (epoch: 58, iters: 6944, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.782 G_ID: 0.210 G_Rec: 0.422 D_GP: 0.034 D_real: 1.301 D_fake: 0.543 (epoch: 58, iters: 7344, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.815 G_ID: 0.478 G_Rec: 0.392 D_GP: 0.090 D_real: 0.893 D_fake: 0.680 (epoch: 58, iters: 7744, time: 0.064) G_GAN: 0.630 G_GAN_Feat: 0.813 G_ID: 0.248 G_Rec: 0.415 D_GP: 0.047 D_real: 1.299 D_fake: 0.376 (epoch: 58, iters: 8144, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.909 G_ID: 0.511 G_Rec: 0.402 D_GP: 0.166 D_real: 0.651 D_fake: 0.632 (epoch: 58, iters: 8544, time: 0.064) G_GAN: 0.582 G_GAN_Feat: 1.024 G_ID: 0.230 G_Rec: 0.390 D_GP: 0.095 D_real: 0.733 D_fake: 0.424 (epoch: 59, iters: 336, time: 0.064) G_GAN: 0.108 G_GAN_Feat: 0.856 G_ID: 0.438 G_Rec: 0.370 D_GP: 0.073 D_real: 0.701 D_fake: 0.892 (epoch: 59, iters: 736, time: 0.064) G_GAN: 0.830 G_GAN_Feat: 1.335 G_ID: 0.217 G_Rec: 0.391 D_GP: 0.405 D_real: 0.730 D_fake: 0.225 (epoch: 59, iters: 1136, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 1.002 G_ID: 0.470 G_Rec: 0.388 D_GP: 0.040 D_real: 0.750 D_fake: 0.691 (epoch: 59, iters: 1536, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.772 G_ID: 0.276 G_Rec: 0.356 D_GP: 0.040 D_real: 1.147 D_fake: 0.566 (epoch: 59, iters: 1936, time: 0.064) G_GAN: 0.661 G_GAN_Feat: 0.642 G_ID: 0.496 G_Rec: 0.400 D_GP: 0.020 D_real: 1.477 D_fake: 0.397 (epoch: 59, iters: 2336, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.614 G_ID: 0.252 G_Rec: 0.420 D_GP: 0.028 D_real: 1.127 D_fake: 0.744 (epoch: 59, iters: 2736, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.860 G_ID: 0.483 G_Rec: 0.432 D_GP: 0.065 D_real: 0.914 D_fake: 0.553 (epoch: 59, iters: 3136, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.835 G_ID: 0.195 G_Rec: 0.399 D_GP: 0.043 D_real: 0.960 D_fake: 0.638 (epoch: 59, iters: 3536, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.813 G_ID: 0.517 G_Rec: 0.365 D_GP: 0.060 D_real: 0.814 D_fake: 0.923 (epoch: 59, iters: 3936, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.841 G_ID: 0.269 G_Rec: 0.458 D_GP: 0.025 D_real: 0.792 D_fake: 0.856 (epoch: 59, iters: 4336, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.871 G_ID: 0.469 G_Rec: 0.341 D_GP: 0.083 D_real: 0.782 D_fake: 0.730 (epoch: 59, iters: 4736, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.923 G_ID: 0.278 G_Rec: 0.406 D_GP: 0.069 D_real: 0.614 D_fake: 0.729 (epoch: 59, iters: 5136, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.956 G_ID: 0.455 G_Rec: 0.352 D_GP: 0.116 D_real: 0.773 D_fake: 0.587 (epoch: 59, iters: 5536, time: 0.064) G_GAN: 0.496 G_GAN_Feat: 0.544 G_ID: 0.237 G_Rec: 0.378 D_GP: 0.015 D_real: 1.431 D_fake: 0.514 (epoch: 59, iters: 5936, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 0.585 G_ID: 0.486 G_Rec: 0.371 D_GP: 0.018 D_real: 1.286 D_fake: 0.568 (epoch: 59, iters: 6336, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.584 G_ID: 0.183 G_Rec: 0.385 D_GP: 0.022 D_real: 1.267 D_fake: 0.710 (epoch: 59, iters: 6736, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.687 G_ID: 0.457 G_Rec: 0.370 D_GP: 0.045 D_real: 0.925 D_fake: 0.836 (epoch: 59, iters: 7136, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.697 G_ID: 0.235 G_Rec: 0.372 D_GP: 0.039 D_real: 1.043 D_fake: 0.718 (epoch: 59, iters: 7536, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.737 G_ID: 0.467 G_Rec: 0.408 D_GP: 0.075 D_real: 0.964 D_fake: 0.639 (epoch: 59, iters: 7936, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.751 G_ID: 0.257 G_Rec: 0.384 D_GP: 0.070 D_real: 0.729 D_fake: 0.816 (epoch: 59, iters: 8336, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.934 G_ID: 0.494 G_Rec: 0.382 D_GP: 0.080 D_real: 0.893 D_fake: 0.493 (epoch: 60, iters: 128, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 1.045 G_ID: 0.268 G_Rec: 0.377 D_GP: 0.060 D_real: 0.693 D_fake: 0.564 (epoch: 60, iters: 528, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.748 G_ID: 0.481 G_Rec: 0.383 D_GP: 0.032 D_real: 1.023 D_fake: 0.710 (epoch: 60, iters: 928, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.688 G_ID: 0.264 G_Rec: 0.348 D_GP: 0.030 D_real: 1.275 D_fake: 0.477 (epoch: 60, iters: 1328, time: 0.064) G_GAN: 0.729 G_GAN_Feat: 0.968 G_ID: 0.465 G_Rec: 0.371 D_GP: 0.120 D_real: 1.170 D_fake: 0.491 (epoch: 60, iters: 1728, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.698 G_ID: 0.278 G_Rec: 0.368 D_GP: 0.024 D_real: 1.142 D_fake: 0.742 (epoch: 60, iters: 2128, time: 0.064) G_GAN: 0.008 G_GAN_Feat: 0.700 G_ID: 0.448 G_Rec: 0.385 D_GP: 0.044 D_real: 0.855 D_fake: 0.992 (epoch: 60, iters: 2528, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 0.766 G_ID: 0.225 G_Rec: 0.386 D_GP: 0.062 D_real: 0.794 D_fake: 0.844 (epoch: 60, iters: 2928, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 1.343 G_ID: 0.499 G_Rec: 0.401 D_GP: 0.776 D_real: 0.430 D_fake: 0.829 (epoch: 60, iters: 3328, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.649 G_ID: 0.250 G_Rec: 0.387 D_GP: 0.024 D_real: 1.060 D_fake: 0.691 (epoch: 60, iters: 3728, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.725 G_ID: 0.495 G_Rec: 0.378 D_GP: 0.043 D_real: 0.890 D_fake: 0.833 (epoch: 60, iters: 4128, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.725 G_ID: 0.260 G_Rec: 0.395 D_GP: 0.042 D_real: 0.992 D_fake: 0.735 (epoch: 60, iters: 4528, time: 0.064) G_GAN: 0.078 G_GAN_Feat: 0.778 G_ID: 0.432 G_Rec: 0.372 D_GP: 0.056 D_real: 0.739 D_fake: 0.922 (epoch: 60, iters: 4928, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.912 G_ID: 0.260 G_Rec: 0.385 D_GP: 0.058 D_real: 0.741 D_fake: 0.743 (epoch: 60, iters: 5328, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.748 G_ID: 0.465 G_Rec: 0.349 D_GP: 0.047 D_real: 0.992 D_fake: 0.658 (epoch: 60, iters: 5728, time: 0.064) G_GAN: 0.660 G_GAN_Feat: 0.874 G_ID: 0.260 G_Rec: 0.373 D_GP: 0.081 D_real: 1.166 D_fake: 0.396 (epoch: 60, iters: 6128, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 1.213 G_ID: 0.454 G_Rec: 0.430 D_GP: 0.837 D_real: 0.389 D_fake: 0.671 (epoch: 60, iters: 6528, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.688 G_ID: 0.189 G_Rec: 0.352 D_GP: 0.031 D_real: 1.111 D_fake: 0.807 (epoch: 60, iters: 6928, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 1.018 G_ID: 0.407 G_Rec: 0.411 D_GP: 0.262 D_real: 0.478 D_fake: 0.637 (epoch: 60, iters: 7328, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.968 G_ID: 0.238 G_Rec: 0.375 D_GP: 0.120 D_real: 0.415 D_fake: 0.917 (epoch: 60, iters: 7728, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.730 G_ID: 0.469 G_Rec: 0.421 D_GP: 0.033 D_real: 0.981 D_fake: 0.760 (epoch: 60, iters: 8128, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.890 G_ID: 0.241 G_Rec: 0.375 D_GP: 0.031 D_real: 1.034 D_fake: 0.617 (epoch: 60, iters: 8528, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 1.101 G_ID: 0.490 G_Rec: 0.412 D_GP: 0.079 D_real: 0.454 D_fake: 0.885 (epoch: 61, iters: 320, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.981 G_ID: 0.244 G_Rec: 0.398 D_GP: 0.156 D_real: 0.734 D_fake: 0.712 (epoch: 61, iters: 720, time: 0.064) G_GAN: 0.652 G_GAN_Feat: 0.814 G_ID: 0.446 G_Rec: 0.360 D_GP: 0.051 D_real: 1.321 D_fake: 0.358 (epoch: 61, iters: 1120, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.930 G_ID: 0.227 G_Rec: 0.380 D_GP: 0.043 D_real: 0.886 D_fake: 0.552 (epoch: 61, iters: 1520, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 1.078 G_ID: 0.460 G_Rec: 0.404 D_GP: 0.064 D_real: 0.660 D_fake: 0.680 (epoch: 61, iters: 1920, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 0.733 G_ID: 0.240 G_Rec: 0.372 D_GP: 0.031 D_real: 1.115 D_fake: 0.625 (epoch: 61, iters: 2320, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 0.634 G_ID: 0.428 G_Rec: 0.400 D_GP: 0.022 D_real: 1.347 D_fake: 0.512 (epoch: 61, iters: 2720, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.654 G_ID: 0.244 G_Rec: 0.406 D_GP: 0.028 D_real: 0.992 D_fake: 0.780 (epoch: 61, iters: 3120, time: 0.064) G_GAN: 0.563 G_GAN_Feat: 0.851 G_ID: 0.464 G_Rec: 0.389 D_GP: 0.081 D_real: 1.056 D_fake: 0.445 (epoch: 61, iters: 3520, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 0.730 G_ID: 0.198 G_Rec: 0.373 D_GP: 0.038 D_real: 1.122 D_fake: 0.566 (epoch: 61, iters: 3920, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.932 G_ID: 0.492 G_Rec: 0.396 D_GP: 0.075 D_real: 0.498 D_fake: 0.868 (epoch: 61, iters: 4320, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.657 G_ID: 0.257 G_Rec: 0.376 D_GP: 0.025 D_real: 1.068 D_fake: 0.768 (epoch: 61, iters: 4720, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.705 G_ID: 0.456 G_Rec: 0.372 D_GP: 0.036 D_real: 0.981 D_fake: 0.737 (epoch: 61, iters: 5120, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.672 G_ID: 0.229 G_Rec: 0.333 D_GP: 0.042 D_real: 0.965 D_fake: 0.792 (epoch: 61, iters: 5520, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.858 G_ID: 0.496 G_Rec: 0.376 D_GP: 0.041 D_real: 0.915 D_fake: 0.678 (epoch: 61, iters: 5920, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.797 G_ID: 0.246 G_Rec: 0.368 D_GP: 0.051 D_real: 1.193 D_fake: 0.659 (epoch: 61, iters: 6320, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.821 G_ID: 0.429 G_Rec: 0.362 D_GP: 0.105 D_real: 0.963 D_fake: 0.591 (epoch: 61, iters: 6720, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.624 G_ID: 0.236 G_Rec: 0.447 D_GP: 0.020 D_real: 1.115 D_fake: 0.791 (epoch: 61, iters: 7120, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.862 G_ID: 0.431 G_Rec: 0.401 D_GP: 0.040 D_real: 1.003 D_fake: 0.693 (epoch: 61, iters: 7520, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.816 G_ID: 0.265 G_Rec: 0.391 D_GP: 0.052 D_real: 0.829 D_fake: 0.801 (epoch: 61, iters: 7920, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.830 G_ID: 0.435 G_Rec: 0.403 D_GP: 0.046 D_real: 1.099 D_fake: 0.607 (epoch: 61, iters: 8320, time: 0.064) G_GAN: 0.470 G_GAN_Feat: 0.767 G_ID: 0.290 G_Rec: 0.366 D_GP: 0.048 D_real: 1.142 D_fake: 0.547 (epoch: 62, iters: 112, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.840 G_ID: 0.480 G_Rec: 0.424 D_GP: 0.037 D_real: 1.037 D_fake: 0.639 (epoch: 62, iters: 512, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 0.730 G_ID: 0.221 G_Rec: 0.325 D_GP: 0.042 D_real: 1.127 D_fake: 0.709 (epoch: 62, iters: 912, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.862 G_ID: 0.446 G_Rec: 0.405 D_GP: 0.034 D_real: 0.864 D_fake: 0.781 (epoch: 62, iters: 1312, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.883 G_ID: 0.253 G_Rec: 0.395 D_GP: 0.030 D_real: 1.030 D_fake: 0.663 (epoch: 62, iters: 1712, time: 0.064) G_GAN: 0.194 G_GAN_Feat: 0.890 G_ID: 0.439 G_Rec: 0.363 D_GP: 0.085 D_real: 0.642 D_fake: 0.808 (epoch: 62, iters: 2112, time: 0.064) G_GAN: 0.658 G_GAN_Feat: 1.064 G_ID: 0.250 G_Rec: 0.397 D_GP: 0.060 D_real: 1.323 D_fake: 0.558 (epoch: 62, iters: 2512, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 1.194 G_ID: 0.480 G_Rec: 0.424 D_GP: 0.146 D_real: 0.494 D_fake: 0.634 (epoch: 62, iters: 2912, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 1.057 G_ID: 0.220 G_Rec: 0.443 D_GP: 0.105 D_real: 0.243 D_fake: 0.885 (epoch: 62, iters: 3312, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.762 G_ID: 0.498 G_Rec: 0.390 D_GP: 0.024 D_real: 1.044 D_fake: 0.716 (epoch: 62, iters: 3712, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.746 G_ID: 0.240 G_Rec: 0.358 D_GP: 0.027 D_real: 1.174 D_fake: 0.555 (epoch: 62, iters: 4112, time: 0.064) G_GAN: 0.550 G_GAN_Feat: 0.896 G_ID: 0.445 G_Rec: 0.362 D_GP: 0.051 D_real: 1.118 D_fake: 0.451 (epoch: 62, iters: 4512, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.685 G_ID: 0.290 G_Rec: 0.372 D_GP: 0.022 D_real: 1.123 D_fake: 0.655 (epoch: 62, iters: 4912, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.815 G_ID: 0.432 G_Rec: 0.387 D_GP: 0.101 D_real: 0.593 D_fake: 0.912 (epoch: 62, iters: 5312, time: 0.064) G_GAN: 0.572 G_GAN_Feat: 0.715 G_ID: 0.223 G_Rec: 0.362 D_GP: 0.035 D_real: 1.371 D_fake: 0.430 (epoch: 62, iters: 5712, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 1.145 G_ID: 0.411 G_Rec: 0.434 D_GP: 0.106 D_real: 0.491 D_fake: 0.686 (epoch: 62, iters: 6112, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.857 G_ID: 0.220 G_Rec: 0.481 D_GP: 0.056 D_real: 0.908 D_fake: 0.649 (epoch: 62, iters: 6512, time: 0.064) G_GAN: 0.664 G_GAN_Feat: 1.151 G_ID: 0.440 G_Rec: 0.405 D_GP: 0.298 D_real: 0.664 D_fake: 0.386 (epoch: 62, iters: 6912, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 1.093 G_ID: 0.232 G_Rec: 0.438 D_GP: 0.096 D_real: 0.467 D_fake: 0.586 (epoch: 62, iters: 7312, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 1.073 G_ID: 0.440 G_Rec: 0.402 D_GP: 0.055 D_real: 0.539 D_fake: 0.762 (epoch: 62, iters: 7712, time: 0.064) G_GAN: 0.685 G_GAN_Feat: 0.764 G_ID: 0.218 G_Rec: 0.331 D_GP: 0.047 D_real: 1.400 D_fake: 0.353 (epoch: 62, iters: 8112, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.674 G_ID: 0.446 G_Rec: 0.405 D_GP: 0.024 D_real: 1.056 D_fake: 0.768 (epoch: 62, iters: 8512, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.842 G_ID: 0.208 G_Rec: 0.365 D_GP: 0.057 D_real: 0.755 D_fake: 0.702 (epoch: 63, iters: 304, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.654 G_ID: 0.442 G_Rec: 0.382 D_GP: 0.027 D_real: 1.212 D_fake: 0.584 (epoch: 63, iters: 704, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.847 G_ID: 0.248 G_Rec: 0.380 D_GP: 0.080 D_real: 0.780 D_fake: 0.725 (epoch: 63, iters: 1104, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.805 G_ID: 0.460 G_Rec: 0.380 D_GP: 0.035 D_real: 0.929 D_fake: 0.734 (epoch: 63, iters: 1504, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.626 G_ID: 0.308 G_Rec: 0.348 D_GP: 0.024 D_real: 1.162 D_fake: 0.591 (epoch: 63, iters: 1904, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.659 G_ID: 0.427 G_Rec: 0.358 D_GP: 0.031 D_real: 1.043 D_fake: 0.749 (epoch: 63, iters: 2304, time: 0.064) G_GAN: 0.000 G_GAN_Feat: 0.738 G_ID: 0.224 G_Rec: 0.334 D_GP: 0.050 D_real: 0.850 D_fake: 1.000 (epoch: 63, iters: 2704, time: 0.064) G_GAN: 0.038 G_GAN_Feat: 0.793 G_ID: 0.426 G_Rec: 0.370 D_GP: 0.060 D_real: 0.714 D_fake: 0.962 (epoch: 63, iters: 3104, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.750 G_ID: 0.228 G_Rec: 0.369 D_GP: 0.039 D_real: 1.154 D_fake: 0.537 (epoch: 63, iters: 3504, time: 0.064) G_GAN: 0.620 G_GAN_Feat: 0.893 G_ID: 0.414 G_Rec: 0.411 D_GP: 0.077 D_real: 1.113 D_fake: 0.414 (epoch: 63, iters: 3904, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.994 G_ID: 0.195 G_Rec: 0.375 D_GP: 0.042 D_real: 0.785 D_fake: 0.590 (epoch: 63, iters: 4304, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.833 G_ID: 0.513 G_Rec: 0.369 D_GP: 0.044 D_real: 1.149 D_fake: 0.577 (epoch: 63, iters: 4704, time: 0.064) G_GAN: 0.444 G_GAN_Feat: 0.849 G_ID: 0.200 G_Rec: 0.361 D_GP: 0.089 D_real: 0.910 D_fake: 0.632 (epoch: 63, iters: 5104, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 1.236 G_ID: 0.482 G_Rec: 0.361 D_GP: 0.070 D_real: 0.429 D_fake: 0.604 (epoch: 63, iters: 5504, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.718 G_ID: 0.212 G_Rec: 0.382 D_GP: 0.022 D_real: 0.924 D_fake: 0.893 (epoch: 63, iters: 5904, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.759 G_ID: 0.487 G_Rec: 0.363 D_GP: 0.036 D_real: 1.212 D_fake: 0.515 (epoch: 63, iters: 6304, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.840 G_ID: 0.233 G_Rec: 0.417 D_GP: 0.030 D_real: 1.122 D_fake: 0.578 (epoch: 63, iters: 6704, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.686 G_ID: 0.428 G_Rec: 0.425 D_GP: 0.022 D_real: 1.167 D_fake: 0.697 (epoch: 63, iters: 7104, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.703 G_ID: 0.249 G_Rec: 0.352 D_GP: 0.027 D_real: 1.262 D_fake: 0.505 (epoch: 63, iters: 7504, time: 0.064) G_GAN: 0.550 G_GAN_Feat: 0.698 G_ID: 0.432 G_Rec: 0.338 D_GP: 0.032 D_real: 1.329 D_fake: 0.453 (epoch: 63, iters: 7904, time: 0.064) G_GAN: 0.733 G_GAN_Feat: 0.864 G_ID: 0.256 G_Rec: 0.394 D_GP: 0.085 D_real: 1.191 D_fake: 0.300 (epoch: 63, iters: 8304, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 0.931 G_ID: 0.447 G_Rec: 0.406 D_GP: 0.041 D_real: 0.968 D_fake: 0.563 (epoch: 64, iters: 96, time: 0.064) G_GAN: -0.106 G_GAN_Feat: 1.209 G_ID: 0.261 G_Rec: 0.390 D_GP: 0.300 D_real: 0.335 D_fake: 1.106 (epoch: 64, iters: 496, time: 0.064) G_GAN: 0.727 G_GAN_Feat: 0.886 G_ID: 0.450 G_Rec: 0.402 D_GP: 0.033 D_real: 1.333 D_fake: 0.296 (epoch: 64, iters: 896, time: 0.064) G_GAN: 0.852 G_GAN_Feat: 0.846 G_ID: 0.240 G_Rec: 0.372 D_GP: 0.074 D_real: 1.486 D_fake: 0.315 (epoch: 64, iters: 1296, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 1.165 G_ID: 0.482 G_Rec: 0.389 D_GP: 0.086 D_real: 0.376 D_fake: 0.620 (epoch: 64, iters: 1696, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.721 G_ID: 0.239 G_Rec: 0.399 D_GP: 0.021 D_real: 1.002 D_fake: 0.835 (epoch: 64, iters: 2096, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.726 G_ID: 0.468 G_Rec: 0.402 D_GP: 0.027 D_real: 0.989 D_fake: 0.717 (epoch: 64, iters: 2496, time: 0.064) G_GAN: 0.108 G_GAN_Feat: 0.682 G_ID: 0.241 G_Rec: 0.332 D_GP: 0.033 D_real: 0.925 D_fake: 0.892 (epoch: 64, iters: 2896, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.837 G_ID: 0.462 G_Rec: 0.386 D_GP: 0.071 D_real: 0.926 D_fake: 0.701 (epoch: 64, iters: 3296, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 0.731 G_ID: 0.219 G_Rec: 0.409 D_GP: 0.037 D_real: 1.196 D_fake: 0.519 (epoch: 64, iters: 3696, time: 0.064) G_GAN: 0.747 G_GAN_Feat: 0.978 G_ID: 0.462 G_Rec: 0.406 D_GP: 0.098 D_real: 0.972 D_fake: 0.351 (epoch: 64, iters: 4096, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.877 G_ID: 0.241 G_Rec: 0.426 D_GP: 0.040 D_real: 0.923 D_fake: 0.774 (epoch: 64, iters: 4496, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.881 G_ID: 0.475 G_Rec: 0.347 D_GP: 0.092 D_real: 0.973 D_fake: 0.483 (epoch: 64, iters: 4896, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.573 G_ID: 0.221 G_Rec: 0.406 D_GP: 0.023 D_real: 1.194 D_fake: 0.714 (epoch: 64, iters: 5296, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.655 G_ID: 0.435 G_Rec: 0.371 D_GP: 0.021 D_real: 1.159 D_fake: 0.630 (epoch: 64, iters: 5696, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.611 G_ID: 0.225 G_Rec: 0.391 D_GP: 0.027 D_real: 1.039 D_fake: 0.822 (epoch: 64, iters: 6096, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.607 G_ID: 0.436 G_Rec: 0.352 D_GP: 0.029 D_real: 1.069 D_fake: 0.743 (epoch: 64, iters: 6496, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.674 G_ID: 0.215 G_Rec: 0.446 D_GP: 0.043 D_real: 1.021 D_fake: 0.714 (epoch: 64, iters: 6896, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.759 G_ID: 0.426 G_Rec: 0.389 D_GP: 0.044 D_real: 0.893 D_fake: 0.750 (epoch: 64, iters: 7296, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.920 G_ID: 0.255 G_Rec: 0.346 D_GP: 0.126 D_real: 0.575 D_fake: 0.715 (epoch: 64, iters: 7696, time: 0.064) G_GAN: 0.567 G_GAN_Feat: 0.734 G_ID: 0.446 G_Rec: 0.357 D_GP: 0.053 D_real: 1.260 D_fake: 0.438 (epoch: 64, iters: 8096, time: 0.064) G_GAN: 0.603 G_GAN_Feat: 0.864 G_ID: 0.236 G_Rec: 0.372 D_GP: 0.068 D_real: 1.199 D_fake: 0.445 (epoch: 64, iters: 8496, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.779 G_ID: 0.483 G_Rec: 0.384 D_GP: 0.039 D_real: 1.068 D_fake: 0.669 (epoch: 65, iters: 288, time: 0.064) G_GAN: 0.787 G_GAN_Feat: 0.860 G_ID: 0.233 G_Rec: 0.358 D_GP: 0.060 D_real: 1.353 D_fake: 0.409 (epoch: 65, iters: 688, time: 0.064) G_GAN: 0.621 G_GAN_Feat: 0.974 G_ID: 0.463 G_Rec: 0.374 D_GP: 0.056 D_real: 0.990 D_fake: 0.416 (epoch: 65, iters: 1088, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.739 G_ID: 0.221 G_Rec: 0.425 D_GP: 0.032 D_real: 1.264 D_fake: 0.671 (epoch: 65, iters: 1488, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.718 G_ID: 0.415 G_Rec: 0.369 D_GP: 0.026 D_real: 1.063 D_fake: 0.728 (epoch: 65, iters: 1888, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 1.117 G_ID: 0.205 G_Rec: 0.384 D_GP: 0.212 D_real: 0.556 D_fake: 0.569 (epoch: 65, iters: 2288, time: 0.064) G_GAN: 0.066 G_GAN_Feat: 0.964 G_ID: 0.473 G_Rec: 0.425 D_GP: 0.105 D_real: 0.289 D_fake: 0.934 (epoch: 65, iters: 2688, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.835 G_ID: 0.255 G_Rec: 0.396 D_GP: 0.065 D_real: 0.688 D_fake: 0.794 (epoch: 65, iters: 3088, time: 0.064) G_GAN: 0.726 G_GAN_Feat: 0.769 G_ID: 0.416 G_Rec: 0.414 D_GP: 0.034 D_real: 1.426 D_fake: 0.310 (epoch: 65, iters: 3488, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.661 G_ID: 0.195 G_Rec: 0.358 D_GP: 0.026 D_real: 1.282 D_fake: 0.581 (epoch: 65, iters: 3888, time: 0.064) G_GAN: 0.933 G_GAN_Feat: 1.078 G_ID: 0.378 G_Rec: 0.403 D_GP: 0.082 D_real: 1.074 D_fake: 0.200 (epoch: 65, iters: 4288, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.991 G_ID: 0.229 G_Rec: 0.375 D_GP: 0.152 D_real: 0.367 D_fake: 0.791 (epoch: 65, iters: 4688, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.759 G_ID: 0.438 G_Rec: 0.458 D_GP: 0.042 D_real: 0.967 D_fake: 0.686 (epoch: 65, iters: 5088, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.768 G_ID: 0.247 G_Rec: 0.337 D_GP: 0.045 D_real: 1.139 D_fake: 0.568 (epoch: 65, iters: 5488, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.929 G_ID: 0.399 G_Rec: 0.375 D_GP: 0.080 D_real: 0.917 D_fake: 0.848 (epoch: 65, iters: 5888, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.956 G_ID: 0.229 G_Rec: 0.374 D_GP: 0.063 D_real: 0.647 D_fake: 0.808 (epoch: 65, iters: 6288, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 1.133 G_ID: 0.437 G_Rec: 0.457 D_GP: 0.044 D_real: 0.532 D_fake: 0.666 (epoch: 65, iters: 6688, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.718 G_ID: 0.238 G_Rec: 0.353 D_GP: 0.025 D_real: 1.065 D_fake: 0.855 (epoch: 65, iters: 7088, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.808 G_ID: 0.450 G_Rec: 0.361 D_GP: 0.031 D_real: 0.966 D_fake: 0.719 (epoch: 65, iters: 7488, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 0.670 G_ID: 0.283 G_Rec: 0.345 D_GP: 0.026 D_real: 0.923 D_fake: 0.844 (epoch: 65, iters: 7888, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.760 G_ID: 0.417 G_Rec: 0.344 D_GP: 0.036 D_real: 1.190 D_fake: 0.525 (epoch: 65, iters: 8288, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.711 G_ID: 0.236 G_Rec: 0.361 D_GP: 0.032 D_real: 1.045 D_fake: 0.768 (epoch: 66, iters: 80, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.777 G_ID: 0.412 G_Rec: 0.358 D_GP: 0.066 D_real: 0.837 D_fake: 0.763 (epoch: 66, iters: 480, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.996 G_ID: 0.207 G_Rec: 0.417 D_GP: 0.037 D_real: 0.570 D_fake: 0.732 (epoch: 66, iters: 880, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.670 G_ID: 0.410 G_Rec: 0.380 D_GP: 0.020 D_real: 1.110 D_fake: 0.679 (epoch: 66, iters: 1280, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.899 G_ID: 0.218 G_Rec: 0.351 D_GP: 0.069 D_real: 0.722 D_fake: 0.741 (epoch: 66, iters: 1680, time: 0.064) G_GAN: 0.820 G_GAN_Feat: 1.213 G_ID: 0.444 G_Rec: 0.438 D_GP: 0.120 D_real: 0.699 D_fake: 0.235 (epoch: 66, iters: 2080, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 1.223 G_ID: 0.216 G_Rec: 0.405 D_GP: 0.200 D_real: 0.499 D_fake: 0.816 (epoch: 66, iters: 2480, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 1.461 G_ID: 0.441 G_Rec: 0.387 D_GP: 1.862 D_real: 0.440 D_fake: 0.579 (epoch: 66, iters: 2880, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.597 G_ID: 0.218 G_Rec: 0.381 D_GP: 0.025 D_real: 1.174 D_fake: 0.676 (epoch: 66, iters: 3280, time: 0.064) G_GAN: 0.152 G_GAN_Feat: 0.614 G_ID: 0.462 G_Rec: 0.426 D_GP: 0.022 D_real: 1.067 D_fake: 0.848 (epoch: 66, iters: 3680, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.574 G_ID: 0.222 G_Rec: 0.396 D_GP: 0.019 D_real: 1.238 D_fake: 0.642 (epoch: 66, iters: 4080, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 0.725 G_ID: 0.423 G_Rec: 0.409 D_GP: 0.043 D_real: 1.227 D_fake: 0.554 (epoch: 66, iters: 4480, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.776 G_ID: 0.219 G_Rec: 0.396 D_GP: 0.053 D_real: 1.110 D_fake: 0.586 (epoch: 66, iters: 4880, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.762 G_ID: 0.428 G_Rec: 0.367 D_GP: 0.054 D_real: 1.240 D_fake: 0.527 (epoch: 66, iters: 5280, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.644 G_ID: 0.251 G_Rec: 0.373 D_GP: 0.024 D_real: 0.934 D_fake: 0.879 (epoch: 66, iters: 5680, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.968 G_ID: 0.465 G_Rec: 0.365 D_GP: 0.049 D_real: 0.869 D_fake: 0.596 (epoch: 66, iters: 6080, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.725 G_ID: 0.245 G_Rec: 0.369 D_GP: 0.044 D_real: 0.908 D_fake: 0.859 (epoch: 66, iters: 6480, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.828 G_ID: 0.497 G_Rec: 0.371 D_GP: 0.061 D_real: 0.956 D_fake: 0.630 (epoch: 66, iters: 6880, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.667 G_ID: 0.223 G_Rec: 0.339 D_GP: 0.030 D_real: 1.074 D_fake: 0.774 (epoch: 66, iters: 7280, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.863 G_ID: 0.404 G_Rec: 0.383 D_GP: 0.041 D_real: 1.000 D_fake: 0.577 (epoch: 66, iters: 7680, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.796 G_ID: 0.226 G_Rec: 0.347 D_GP: 0.062 D_real: 0.961 D_fake: 0.599 (epoch: 66, iters: 8080, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.883 G_ID: 0.429 G_Rec: 0.430 D_GP: 0.038 D_real: 0.964 D_fake: 0.574 (epoch: 66, iters: 8480, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.748 G_ID: 0.205 G_Rec: 0.431 D_GP: 0.034 D_real: 1.134 D_fake: 0.622 (epoch: 67, iters: 272, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.929 G_ID: 0.434 G_Rec: 0.370 D_GP: 0.065 D_real: 1.028 D_fake: 0.691 (epoch: 67, iters: 672, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 1.081 G_ID: 0.198 G_Rec: 0.374 D_GP: 0.052 D_real: 0.722 D_fake: 0.620 (epoch: 67, iters: 1072, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 1.121 G_ID: 0.462 G_Rec: 0.424 D_GP: 0.082 D_real: 0.217 D_fake: 0.824 (epoch: 67, iters: 1472, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.829 G_ID: 0.194 G_Rec: 0.408 D_GP: 0.051 D_real: 0.991 D_fake: 0.546 (epoch: 67, iters: 1872, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.784 G_ID: 0.428 G_Rec: 0.403 D_GP: 0.029 D_real: 1.151 D_fake: 0.602 (epoch: 67, iters: 2272, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 1.408 G_ID: 0.249 G_Rec: 0.365 D_GP: 0.237 D_real: 0.239 D_fake: 0.918 (epoch: 67, iters: 2672, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 1.056 G_ID: 0.393 G_Rec: 0.394 D_GP: 0.068 D_real: 0.634 D_fake: 0.576 (epoch: 67, iters: 3072, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.662 G_ID: 0.213 G_Rec: 0.358 D_GP: 0.022 D_real: 1.254 D_fake: 0.548 (epoch: 67, iters: 3472, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.746 G_ID: 0.392 G_Rec: 0.405 D_GP: 0.025 D_real: 1.144 D_fake: 0.553 (epoch: 67, iters: 3872, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.826 G_ID: 0.255 G_Rec: 0.361 D_GP: 0.051 D_real: 0.954 D_fake: 0.618 (epoch: 67, iters: 4272, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.997 G_ID: 0.425 G_Rec: 0.393 D_GP: 0.105 D_real: 0.762 D_fake: 0.834 (epoch: 67, iters: 4672, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.684 G_ID: 0.250 G_Rec: 0.402 D_GP: 0.029 D_real: 1.191 D_fake: 0.739 (epoch: 67, iters: 5072, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.717 G_ID: 0.381 G_Rec: 0.384 D_GP: 0.026 D_real: 1.348 D_fake: 0.477 (epoch: 67, iters: 5472, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.784 G_ID: 0.237 G_Rec: 0.361 D_GP: 0.060 D_real: 1.067 D_fake: 0.714 (epoch: 67, iters: 5872, time: 0.064) G_GAN: 0.520 G_GAN_Feat: 0.897 G_ID: 0.459 G_Rec: 0.436 D_GP: 0.038 D_real: 1.151 D_fake: 0.484 (epoch: 67, iters: 6272, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.742 G_ID: 0.231 G_Rec: 0.376 D_GP: 0.027 D_real: 1.157 D_fake: 0.634 (epoch: 67, iters: 6672, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.806 G_ID: 0.421 G_Rec: 0.403 D_GP: 0.047 D_real: 1.074 D_fake: 0.588 (epoch: 67, iters: 7072, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.804 G_ID: 0.244 G_Rec: 0.437 D_GP: 0.093 D_real: 1.065 D_fake: 0.608 (epoch: 67, iters: 7472, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 1.086 G_ID: 0.421 G_Rec: 0.431 D_GP: 0.097 D_real: 0.534 D_fake: 0.612 (epoch: 67, iters: 7872, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.961 G_ID: 0.217 G_Rec: 0.370 D_GP: 0.069 D_real: 0.832 D_fake: 0.702 (epoch: 67, iters: 8272, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.757 G_ID: 0.429 G_Rec: 0.369 D_GP: 0.040 D_real: 1.113 D_fake: 0.671 (epoch: 68, iters: 64, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.975 G_ID: 0.240 G_Rec: 0.358 D_GP: 0.062 D_real: 0.651 D_fake: 0.726 (epoch: 68, iters: 464, time: 0.064) G_GAN: 0.765 G_GAN_Feat: 0.818 G_ID: 0.415 G_Rec: 0.396 D_GP: 0.031 D_real: 1.509 D_fake: 0.262 (epoch: 68, iters: 864, time: 0.064) G_GAN: 0.696 G_GAN_Feat: 0.869 G_ID: 0.208 G_Rec: 0.399 D_GP: 0.076 D_real: 1.111 D_fake: 0.362 (epoch: 68, iters: 1264, time: 0.064) G_GAN: 0.618 G_GAN_Feat: 0.812 G_ID: 0.449 G_Rec: 0.419 D_GP: 0.031 D_real: 1.323 D_fake: 0.399 (epoch: 68, iters: 1664, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.737 G_ID: 0.230 G_Rec: 0.369 D_GP: 0.030 D_real: 1.150 D_fake: 0.622 (epoch: 68, iters: 2064, time: 0.064) G_GAN: 0.496 G_GAN_Feat: 0.826 G_ID: 0.412 G_Rec: 0.385 D_GP: 0.038 D_real: 1.140 D_fake: 0.509 (epoch: 68, iters: 2464, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.687 G_ID: 0.252 G_Rec: 0.366 D_GP: 0.029 D_real: 1.079 D_fake: 0.683 (epoch: 68, iters: 2864, time: 0.064) G_GAN: 0.747 G_GAN_Feat: 1.004 G_ID: 0.436 G_Rec: 0.397 D_GP: 0.069 D_real: 1.359 D_fake: 0.305 (epoch: 68, iters: 3264, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.826 G_ID: 0.236 G_Rec: 0.364 D_GP: 0.055 D_real: 1.091 D_fake: 0.614 (epoch: 68, iters: 3664, time: 0.064) G_GAN: 0.593 G_GAN_Feat: 0.971 G_ID: 0.465 G_Rec: 0.406 D_GP: 0.094 D_real: 1.029 D_fake: 0.456 (epoch: 68, iters: 4064, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.678 G_ID: 0.259 G_Rec: 0.401 D_GP: 0.022 D_real: 1.074 D_fake: 0.839 (epoch: 68, iters: 4464, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.994 G_ID: 0.413 G_Rec: 0.414 D_GP: 0.075 D_real: 0.623 D_fake: 0.652 (epoch: 68, iters: 4864, time: 0.064) G_GAN: 0.499 G_GAN_Feat: 0.817 G_ID: 0.235 G_Rec: 0.378 D_GP: 0.054 D_real: 1.148 D_fake: 0.506 (epoch: 68, iters: 5264, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.825 G_ID: 0.442 G_Rec: 0.416 D_GP: 0.035 D_real: 1.084 D_fake: 0.541 (epoch: 68, iters: 5664, time: 0.064) G_GAN: 0.591 G_GAN_Feat: 0.926 G_ID: 0.203 G_Rec: 0.408 D_GP: 0.080 D_real: 0.970 D_fake: 0.519 (epoch: 68, iters: 6064, time: 0.064) G_GAN: 0.694 G_GAN_Feat: 0.977 G_ID: 0.388 G_Rec: 0.378 D_GP: 0.034 D_real: 1.511 D_fake: 0.316 (epoch: 68, iters: 6464, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 1.100 G_ID: 0.252 G_Rec: 0.392 D_GP: 0.086 D_real: 0.433 D_fake: 0.823 (epoch: 68, iters: 6864, time: 0.064) G_GAN: 0.049 G_GAN_Feat: 0.866 G_ID: 0.443 G_Rec: 0.436 D_GP: 0.032 D_real: 0.758 D_fake: 0.951 (epoch: 68, iters: 7264, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.909 G_ID: 0.226 G_Rec: 0.386 D_GP: 0.098 D_real: 0.702 D_fake: 0.847 (epoch: 68, iters: 7664, time: 0.064) G_GAN: 0.096 G_GAN_Feat: 0.767 G_ID: 0.392 G_Rec: 0.364 D_GP: 0.037 D_real: 0.773 D_fake: 0.904 (epoch: 68, iters: 8064, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.833 G_ID: 0.261 G_Rec: 0.431 D_GP: 0.053 D_real: 0.958 D_fake: 0.598 (epoch: 68, iters: 8464, time: 0.064) G_GAN: 0.864 G_GAN_Feat: 1.298 G_ID: 0.402 G_Rec: 0.394 D_GP: 0.115 D_real: 1.144 D_fake: 0.249 (epoch: 69, iters: 256, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.666 G_ID: 0.206 G_Rec: 0.365 D_GP: 0.029 D_real: 1.035 D_fake: 0.788 (epoch: 69, iters: 656, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.762 G_ID: 0.387 G_Rec: 0.510 D_GP: 0.035 D_real: 1.274 D_fake: 0.547 (epoch: 69, iters: 1056, time: 0.064) G_GAN: -0.006 G_GAN_Feat: 1.153 G_ID: 0.293 G_Rec: 0.388 D_GP: 0.183 D_real: 0.258 D_fake: 1.006 (epoch: 69, iters: 1456, time: 0.064) G_GAN: 0.573 G_GAN_Feat: 0.954 G_ID: 0.443 G_Rec: 0.460 D_GP: 0.032 D_real: 1.243 D_fake: 0.476 (epoch: 69, iters: 1856, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.688 G_ID: 0.254 G_Rec: 0.338 D_GP: 0.027 D_real: 1.227 D_fake: 0.596 (epoch: 69, iters: 2256, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 0.965 G_ID: 0.410 G_Rec: 0.364 D_GP: 0.089 D_real: 0.951 D_fake: 0.497 (epoch: 69, iters: 2656, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.941 G_ID: 0.224 G_Rec: 0.329 D_GP: 0.040 D_real: 0.758 D_fake: 0.750 (epoch: 69, iters: 3056, time: 0.064) G_GAN: 0.674 G_GAN_Feat: 0.900 G_ID: 0.428 G_Rec: 0.396 D_GP: 0.062 D_real: 1.276 D_fake: 0.350 (epoch: 69, iters: 3456, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.723 G_ID: 0.184 G_Rec: 0.357 D_GP: 0.030 D_real: 1.182 D_fake: 0.538 (epoch: 69, iters: 3856, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.856 G_ID: 0.414 G_Rec: 0.371 D_GP: 0.039 D_real: 1.112 D_fake: 0.564 (epoch: 69, iters: 4256, time: 0.064) G_GAN: 0.656 G_GAN_Feat: 0.977 G_ID: 0.194 G_Rec: 0.391 D_GP: 0.109 D_real: 0.874 D_fake: 0.408 (epoch: 69, iters: 4656, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.699 G_ID: 0.414 G_Rec: 0.377 D_GP: 0.024 D_real: 1.355 D_fake: 0.501 (epoch: 69, iters: 5056, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 1.043 G_ID: 0.211 G_Rec: 0.429 D_GP: 0.183 D_real: 0.415 D_fake: 0.710 (epoch: 69, iters: 5456, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.922 G_ID: 0.417 G_Rec: 0.447 D_GP: 0.035 D_real: 1.123 D_fake: 0.666 (epoch: 69, iters: 5856, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 0.727 G_ID: 0.237 G_Rec: 0.341 D_GP: 0.041 D_real: 1.188 D_fake: 0.546 (epoch: 69, iters: 6256, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.845 G_ID: 0.397 G_Rec: 0.413 D_GP: 0.036 D_real: 1.168 D_fake: 0.533 (epoch: 69, iters: 6656, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.928 G_ID: 0.201 G_Rec: 0.361 D_GP: 0.069 D_real: 0.507 D_fake: 0.913 (epoch: 69, iters: 7056, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.775 G_ID: 0.420 G_Rec: 0.372 D_GP: 0.029 D_real: 1.042 D_fake: 0.694 (epoch: 69, iters: 7456, time: 0.064) G_GAN: 0.131 G_GAN_Feat: 0.761 G_ID: 0.262 G_Rec: 0.367 D_GP: 0.035 D_real: 0.827 D_fake: 0.869 (epoch: 69, iters: 7856, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.783 G_ID: 0.419 G_Rec: 0.373 D_GP: 0.055 D_real: 0.809 D_fake: 0.799 (epoch: 69, iters: 8256, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 0.783 G_ID: 0.221 G_Rec: 0.356 D_GP: 0.042 D_real: 1.201 D_fake: 0.518 (epoch: 70, iters: 48, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.749 G_ID: 0.410 G_Rec: 0.385 D_GP: 0.026 D_real: 1.062 D_fake: 0.618 (epoch: 70, iters: 448, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.785 G_ID: 0.223 G_Rec: 0.366 D_GP: 0.056 D_real: 1.189 D_fake: 0.521 (epoch: 70, iters: 848, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 1.511 G_ID: 0.400 G_Rec: 0.431 D_GP: 0.226 D_real: 0.450 D_fake: 0.637 (epoch: 70, iters: 1248, time: 0.064) G_GAN: 0.779 G_GAN_Feat: 0.901 G_ID: 0.190 G_Rec: 0.341 D_GP: 0.049 D_real: 1.324 D_fake: 0.238 (epoch: 70, iters: 1648, time: 0.064) G_GAN: 1.037 G_GAN_Feat: 1.149 G_ID: 0.411 G_Rec: 0.371 D_GP: 0.054 D_real: 1.550 D_fake: 0.220 (epoch: 70, iters: 2048, time: 0.064) G_GAN: 0.621 G_GAN_Feat: 0.724 G_ID: 0.213 G_Rec: 0.393 D_GP: 0.018 D_real: 1.536 D_fake: 0.391 (epoch: 70, iters: 2448, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.642 G_ID: 0.441 G_Rec: 0.410 D_GP: 0.018 D_real: 1.140 D_fake: 0.659 (epoch: 70, iters: 2848, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.615 G_ID: 0.205 G_Rec: 0.353 D_GP: 0.025 D_real: 1.155 D_fake: 0.700 (epoch: 70, iters: 3248, time: 0.064) G_GAN: 0.029 G_GAN_Feat: 0.775 G_ID: 0.442 G_Rec: 0.395 D_GP: 0.042 D_real: 0.740 D_fake: 0.971 (epoch: 70, iters: 3648, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.663 G_ID: 0.193 G_Rec: 0.364 D_GP: 0.032 D_real: 1.098 D_fake: 0.727 (epoch: 70, iters: 4048, time: 0.064) G_GAN: 0.590 G_GAN_Feat: 0.818 G_ID: 0.374 G_Rec: 0.378 D_GP: 0.053 D_real: 1.209 D_fake: 0.425 (epoch: 70, iters: 4448, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.763 G_ID: 0.189 G_Rec: 0.385 D_GP: 0.030 D_real: 1.174 D_fake: 0.642 (epoch: 70, iters: 4848, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.822 G_ID: 0.377 G_Rec: 0.401 D_GP: 0.075 D_real: 0.827 D_fake: 0.741 (epoch: 70, iters: 5248, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 0.771 G_ID: 0.217 G_Rec: 0.372 D_GP: 0.052 D_real: 1.094 D_fake: 0.545 (epoch: 70, iters: 5648, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.883 G_ID: 0.375 G_Rec: 0.375 D_GP: 0.082 D_real: 0.878 D_fake: 0.635 (epoch: 70, iters: 6048, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.823 G_ID: 0.254 G_Rec: 0.396 D_GP: 0.067 D_real: 0.911 D_fake: 0.736 (epoch: 70, iters: 6448, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 0.919 G_ID: 0.379 G_Rec: 0.445 D_GP: 0.052 D_real: 0.972 D_fake: 0.507 (epoch: 70, iters: 6848, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.821 G_ID: 0.210 G_Rec: 0.384 D_GP: 0.065 D_real: 0.895 D_fake: 0.653 (epoch: 70, iters: 7248, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.904 G_ID: 0.385 G_Rec: 0.380 D_GP: 0.056 D_real: 0.832 D_fake: 0.726 (epoch: 70, iters: 7648, time: 0.064) G_GAN: 0.509 G_GAN_Feat: 0.845 G_ID: 0.217 G_Rec: 0.351 D_GP: 0.051 D_real: 1.210 D_fake: 0.495 (epoch: 70, iters: 8048, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.815 G_ID: 0.428 G_Rec: 0.353 D_GP: 0.029 D_real: 1.200 D_fake: 0.598 (epoch: 70, iters: 8448, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.917 G_ID: 0.197 G_Rec: 0.371 D_GP: 0.088 D_real: 0.608 D_fake: 0.769 (epoch: 71, iters: 240, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 1.406 G_ID: 0.420 G_Rec: 0.489 D_GP: 2.646 D_real: 0.458 D_fake: 0.953 (epoch: 71, iters: 640, time: 0.064) G_GAN: 0.135 G_GAN_Feat: 0.899 G_ID: 0.209 G_Rec: 0.423 D_GP: 0.027 D_real: 0.900 D_fake: 0.866 (epoch: 71, iters: 1040, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.847 G_ID: 0.420 G_Rec: 0.363 D_GP: 0.036 D_real: 0.904 D_fake: 0.809 (epoch: 71, iters: 1440, time: 0.064) G_GAN: -0.206 G_GAN_Feat: 0.897 G_ID: 0.238 G_Rec: 0.389 D_GP: 0.057 D_real: 0.656 D_fake: 1.206 (epoch: 71, iters: 1840, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 0.988 G_ID: 0.387 G_Rec: 0.399 D_GP: 0.089 D_real: 0.713 D_fake: 0.837 (epoch: 71, iters: 2240, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.834 G_ID: 0.232 G_Rec: 0.375 D_GP: 0.049 D_real: 1.041 D_fake: 0.650 (epoch: 71, iters: 2640, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 0.802 G_ID: 0.350 G_Rec: 0.434 D_GP: 0.030 D_real: 1.247 D_fake: 0.563 (epoch: 71, iters: 3040, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 1.129 G_ID: 0.221 G_Rec: 0.371 D_GP: 0.093 D_real: 0.774 D_fake: 0.711 (epoch: 71, iters: 3440, time: 0.064) G_GAN: 0.467 G_GAN_Feat: 0.848 G_ID: 0.382 G_Rec: 0.396 D_GP: 0.044 D_real: 1.176 D_fake: 0.547 (epoch: 71, iters: 3840, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.987 G_ID: 0.255 G_Rec: 0.370 D_GP: 0.058 D_real: 0.705 D_fake: 0.886 (epoch: 71, iters: 4240, time: 0.064) G_GAN: 0.664 G_GAN_Feat: 0.885 G_ID: 0.394 G_Rec: 0.365 D_GP: 0.041 D_real: 1.376 D_fake: 0.372 (epoch: 71, iters: 4640, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.768 G_ID: 0.253 G_Rec: 0.369 D_GP: 0.032 D_real: 1.029 D_fake: 0.829 (epoch: 71, iters: 5040, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.796 G_ID: 0.338 G_Rec: 0.391 D_GP: 0.038 D_real: 0.973 D_fake: 0.780 (epoch: 71, iters: 5440, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.816 G_ID: 0.220 G_Rec: 0.368 D_GP: 0.057 D_real: 0.898 D_fake: 0.774 (epoch: 71, iters: 5840, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.766 G_ID: 0.414 G_Rec: 0.370 D_GP: 0.034 D_real: 0.777 D_fake: 0.886 (epoch: 71, iters: 6240, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.867 G_ID: 0.200 G_Rec: 0.414 D_GP: 0.058 D_real: 0.816 D_fake: 0.744 (epoch: 71, iters: 6640, time: 0.064) G_GAN: -0.123 G_GAN_Feat: 0.943 G_ID: 0.424 G_Rec: 0.376 D_GP: 0.090 D_real: 0.694 D_fake: 1.123 (epoch: 71, iters: 7040, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.922 G_ID: 0.195 G_Rec: 0.361 D_GP: 0.047 D_real: 0.738 D_fake: 0.764 (epoch: 71, iters: 7440, time: 0.064) G_GAN: 0.624 G_GAN_Feat: 0.845 G_ID: 0.398 G_Rec: 0.392 D_GP: 0.035 D_real: 1.334 D_fake: 0.383 (epoch: 71, iters: 7840, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 1.004 G_ID: 0.257 G_Rec: 0.371 D_GP: 0.037 D_real: 1.238 D_fake: 0.442 (epoch: 71, iters: 8240, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.774 G_ID: 0.415 G_Rec: 0.466 D_GP: 0.028 D_real: 0.895 D_fake: 0.809 (epoch: 72, iters: 32, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 0.939 G_ID: 0.209 G_Rec: 0.352 D_GP: 0.031 D_real: 1.029 D_fake: 0.555 (epoch: 72, iters: 432, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.845 G_ID: 0.381 G_Rec: 0.433 D_GP: 0.032 D_real: 0.977 D_fake: 0.735 (epoch: 72, iters: 832, time: 0.064) G_GAN: 0.804 G_GAN_Feat: 0.854 G_ID: 0.210 G_Rec: 0.388 D_GP: 0.052 D_real: 1.471 D_fake: 0.259 (epoch: 72, iters: 1232, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 1.358 G_ID: 0.403 G_Rec: 0.410 D_GP: 0.230 D_real: 0.474 D_fake: 0.690 (epoch: 72, iters: 1632, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 1.152 G_ID: 0.190 G_Rec: 0.368 D_GP: 0.065 D_real: 0.462 D_fake: 0.824 (epoch: 72, iters: 2032, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.710 G_ID: 0.438 G_Rec: 0.371 D_GP: 0.029 D_real: 0.913 D_fake: 0.873 (epoch: 72, iters: 2432, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.838 G_ID: 0.198 G_Rec: 0.395 D_GP: 0.058 D_real: 0.715 D_fake: 0.907 (epoch: 72, iters: 2832, time: 0.064) G_GAN: -0.050 G_GAN_Feat: 0.804 G_ID: 0.337 G_Rec: 0.438 D_GP: 0.024 D_real: 0.869 D_fake: 1.050 (epoch: 72, iters: 3232, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.701 G_ID: 0.176 G_Rec: 0.355 D_GP: 0.029 D_real: 0.938 D_fake: 0.831 (epoch: 72, iters: 3632, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.800 G_ID: 0.391 G_Rec: 0.427 D_GP: 0.038 D_real: 0.872 D_fake: 0.801 (epoch: 72, iters: 4032, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.805 G_ID: 0.217 G_Rec: 0.359 D_GP: 0.031 D_real: 1.127 D_fake: 0.591 (epoch: 72, iters: 4432, time: 0.064) G_GAN: 0.700 G_GAN_Feat: 0.991 G_ID: 0.407 G_Rec: 0.468 D_GP: 0.079 D_real: 1.180 D_fake: 0.426 (epoch: 72, iters: 4832, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.815 G_ID: 0.246 G_Rec: 0.384 D_GP: 0.038 D_real: 0.937 D_fake: 0.706 (epoch: 72, iters: 5232, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 1.166 G_ID: 0.388 G_Rec: 0.406 D_GP: 0.162 D_real: 0.362 D_fake: 0.798 (epoch: 72, iters: 5632, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 0.727 G_ID: 0.244 G_Rec: 0.345 D_GP: 0.033 D_real: 0.936 D_fake: 0.837 (epoch: 72, iters: 6032, time: 0.064) G_GAN: 0.613 G_GAN_Feat: 0.716 G_ID: 0.384 G_Rec: 0.460 D_GP: 0.027 D_real: 1.412 D_fake: 0.395 (epoch: 72, iters: 6432, time: 0.064) G_GAN: -0.041 G_GAN_Feat: 0.761 G_ID: 0.223 G_Rec: 0.400 D_GP: 0.034 D_real: 0.840 D_fake: 1.041 (epoch: 72, iters: 6832, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.731 G_ID: 0.385 G_Rec: 0.382 D_GP: 0.029 D_real: 1.174 D_fake: 0.583 (epoch: 72, iters: 7232, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.722 G_ID: 0.236 G_Rec: 0.353 D_GP: 0.028 D_real: 0.990 D_fake: 0.790 (epoch: 72, iters: 7632, time: 0.064) G_GAN: -0.273 G_GAN_Feat: 0.991 G_ID: 0.382 G_Rec: 0.435 D_GP: 0.190 D_real: 0.310 D_fake: 1.273 (epoch: 72, iters: 8032, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 1.227 G_ID: 0.208 G_Rec: 0.409 D_GP: 0.077 D_real: 0.358 D_fake: 0.923 (epoch: 72, iters: 8432, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.984 G_ID: 0.421 G_Rec: 0.380 D_GP: 0.032 D_real: 0.886 D_fake: 0.688 (epoch: 73, iters: 224, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 0.794 G_ID: 0.245 G_Rec: 0.348 D_GP: 0.049 D_real: 0.770 D_fake: 0.871 (epoch: 73, iters: 624, time: 0.064) G_GAN: 0.494 G_GAN_Feat: 1.083 G_ID: 0.387 G_Rec: 0.414 D_GP: 0.295 D_real: 0.543 D_fake: 0.511 (epoch: 73, iters: 1024, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.874 G_ID: 0.213 G_Rec: 0.377 D_GP: 0.034 D_real: 0.881 D_fake: 0.663 (epoch: 73, iters: 1424, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.848 G_ID: 0.396 G_Rec: 0.384 D_GP: 0.051 D_real: 0.928 D_fake: 0.800 (epoch: 73, iters: 1824, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.676 G_ID: 0.226 G_Rec: 0.337 D_GP: 0.031 D_real: 1.214 D_fake: 0.606 (epoch: 73, iters: 2224, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 1.215 G_ID: 0.393 G_Rec: 0.397 D_GP: 0.074 D_real: 0.512 D_fake: 0.539 (epoch: 73, iters: 2624, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.934 G_ID: 0.203 G_Rec: 0.458 D_GP: 0.079 D_real: 0.698 D_fake: 0.691 (epoch: 73, iters: 3024, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.914 G_ID: 0.440 G_Rec: 0.413 D_GP: 0.036 D_real: 0.928 D_fake: 0.684 (epoch: 73, iters: 3424, time: 0.064) G_GAN: 0.534 G_GAN_Feat: 0.880 G_ID: 0.256 G_Rec: 0.356 D_GP: 0.044 D_real: 1.068 D_fake: 0.470 (epoch: 73, iters: 3824, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.857 G_ID: 0.422 G_Rec: 0.411 D_GP: 0.028 D_real: 1.028 D_fake: 0.623 (epoch: 73, iters: 4224, time: 0.064) G_GAN: 0.583 G_GAN_Feat: 0.788 G_ID: 0.237 G_Rec: 0.397 D_GP: 0.038 D_real: 1.353 D_fake: 0.421 (epoch: 73, iters: 4624, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.808 G_ID: 0.379 G_Rec: 0.406 D_GP: 0.026 D_real: 1.011 D_fake: 0.813 (epoch: 73, iters: 5024, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.678 G_ID: 0.205 G_Rec: 0.397 D_GP: 0.022 D_real: 1.117 D_fake: 0.735 (epoch: 73, iters: 5424, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.825 G_ID: 0.343 G_Rec: 0.410 D_GP: 0.030 D_real: 1.010 D_fake: 0.670 (epoch: 73, iters: 5824, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 0.755 G_ID: 0.177 G_Rec: 0.359 D_GP: 0.048 D_real: 1.147 D_fake: 0.542 (epoch: 73, iters: 6224, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.895 G_ID: 0.395 G_Rec: 0.373 D_GP: 0.029 D_real: 0.982 D_fake: 0.647 (epoch: 73, iters: 6624, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.929 G_ID: 0.293 G_Rec: 0.376 D_GP: 0.067 D_real: 0.922 D_fake: 0.744 (epoch: 73, iters: 7024, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 1.020 G_ID: 0.378 G_Rec: 0.371 D_GP: 0.043 D_real: 0.634 D_fake: 0.669 (epoch: 73, iters: 7424, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.677 G_ID: 0.230 G_Rec: 0.349 D_GP: 0.026 D_real: 1.251 D_fake: 0.623 (epoch: 73, iters: 7824, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.908 G_ID: 0.348 G_Rec: 0.410 D_GP: 0.030 D_real: 0.754 D_fake: 0.838 (epoch: 73, iters: 8224, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.813 G_ID: 0.278 G_Rec: 0.359 D_GP: 0.032 D_real: 1.038 D_fake: 0.666 (epoch: 74, iters: 16, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.755 G_ID: 0.385 G_Rec: 0.441 D_GP: 0.027 D_real: 1.197 D_fake: 0.574 (epoch: 74, iters: 416, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.631 G_ID: 0.238 G_Rec: 0.348 D_GP: 0.024 D_real: 1.187 D_fake: 0.705 (epoch: 74, iters: 816, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 1.044 G_ID: 0.391 G_Rec: 0.472 D_GP: 0.058 D_real: 1.045 D_fake: 0.548 (epoch: 74, iters: 1216, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.723 G_ID: 0.206 G_Rec: 0.430 D_GP: 0.031 D_real: 1.097 D_fake: 0.671 (epoch: 74, iters: 1616, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 0.865 G_ID: 0.378 G_Rec: 0.376 D_GP: 0.046 D_real: 1.098 D_fake: 0.516 (epoch: 74, iters: 2016, time: 0.064) G_GAN: 0.473 G_GAN_Feat: 0.879 G_ID: 0.221 G_Rec: 0.354 D_GP: 0.084 D_real: 1.005 D_fake: 0.530 (epoch: 74, iters: 2416, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.896 G_ID: 0.431 G_Rec: 0.382 D_GP: 0.071 D_real: 0.906 D_fake: 0.613 (epoch: 74, iters: 2816, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.675 G_ID: 0.185 G_Rec: 0.370 D_GP: 0.024 D_real: 1.202 D_fake: 0.669 (epoch: 74, iters: 3216, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.784 G_ID: 0.356 G_Rec: 0.397 D_GP: 0.031 D_real: 0.980 D_fake: 0.708 (epoch: 74, iters: 3616, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.979 G_ID: 0.292 G_Rec: 0.393 D_GP: 0.052 D_real: 1.045 D_fake: 0.735 (epoch: 74, iters: 4016, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 1.154 G_ID: 0.353 G_Rec: 0.530 D_GP: 0.111 D_real: 0.533 D_fake: 0.634 (epoch: 74, iters: 4416, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 1.098 G_ID: 0.220 G_Rec: 0.400 D_GP: 0.554 D_real: 0.497 D_fake: 0.788 (epoch: 74, iters: 4816, time: 0.064) G_GAN: 0.016 G_GAN_Feat: 1.093 G_ID: 0.365 G_Rec: 0.413 D_GP: 0.102 D_real: 0.321 D_fake: 0.986 (epoch: 74, iters: 5216, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 0.754 G_ID: 0.187 G_Rec: 0.375 D_GP: 0.022 D_real: 1.255 D_fake: 0.592 (epoch: 74, iters: 5616, time: 0.064) G_GAN: 0.580 G_GAN_Feat: 0.977 G_ID: 0.378 G_Rec: 0.412 D_GP: 0.079 D_real: 1.005 D_fake: 0.436 (epoch: 74, iters: 6016, time: 0.064) G_GAN: 0.769 G_GAN_Feat: 1.065 G_ID: 0.218 G_Rec: 0.398 D_GP: 0.139 D_real: 0.731 D_fake: 0.330 (epoch: 74, iters: 6416, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.969 G_ID: 0.374 G_Rec: 0.425 D_GP: 0.058 D_real: 0.500 D_fake: 0.905 (epoch: 74, iters: 6816, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 1.009 G_ID: 0.202 G_Rec: 0.393 D_GP: 0.076 D_real: 0.504 D_fake: 0.705 (epoch: 74, iters: 7216, time: 0.064) G_GAN: 0.709 G_GAN_Feat: 0.979 G_ID: 0.399 G_Rec: 0.396 D_GP: 0.052 D_real: 1.025 D_fake: 0.370 (epoch: 74, iters: 7616, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.664 G_ID: 0.224 G_Rec: 0.365 D_GP: 0.020 D_real: 1.205 D_fake: 0.672 (epoch: 74, iters: 8016, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.692 G_ID: 0.403 G_Rec: 0.379 D_GP: 0.023 D_real: 1.025 D_fake: 0.789 (epoch: 74, iters: 8416, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.776 G_ID: 0.231 G_Rec: 0.399 D_GP: 0.059 D_real: 0.854 D_fake: 0.821 (epoch: 75, iters: 208, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.762 G_ID: 0.359 G_Rec: 0.375 D_GP: 0.026 D_real: 1.185 D_fake: 0.618 (epoch: 75, iters: 608, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 1.079 G_ID: 0.181 G_Rec: 0.403 D_GP: 0.467 D_real: 0.530 D_fake: 0.650 (epoch: 75, iters: 1008, time: 0.064) G_GAN: 0.513 G_GAN_Feat: 0.921 G_ID: 0.320 G_Rec: 0.437 D_GP: 0.091 D_real: 0.915 D_fake: 0.490 (epoch: 75, iters: 1408, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.678 G_ID: 0.191 G_Rec: 0.366 D_GP: 0.028 D_real: 1.130 D_fake: 0.758 (epoch: 75, iters: 1808, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.761 G_ID: 0.369 G_Rec: 0.337 D_GP: 0.034 D_real: 1.097 D_fake: 0.626 (epoch: 75, iters: 2208, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 1.020 G_ID: 0.181 G_Rec: 0.385 D_GP: 0.091 D_real: 0.498 D_fake: 0.707 (epoch: 75, iters: 2608, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.759 G_ID: 0.334 G_Rec: 0.379 D_GP: 0.025 D_real: 0.825 D_fake: 0.896 (epoch: 75, iters: 3008, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 1.146 G_ID: 0.223 G_Rec: 0.421 D_GP: 0.149 D_real: 0.437 D_fake: 0.879 (epoch: 75, iters: 3408, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.866 G_ID: 0.432 G_Rec: 0.415 D_GP: 0.039 D_real: 1.090 D_fake: 0.648 (epoch: 75, iters: 3808, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.846 G_ID: 0.202 G_Rec: 0.373 D_GP: 0.036 D_real: 1.143 D_fake: 0.530 (epoch: 75, iters: 4208, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.940 G_ID: 0.426 G_Rec: 0.386 D_GP: 0.093 D_real: 0.429 D_fake: 0.893 (epoch: 75, iters: 4608, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.759 G_ID: 0.222 G_Rec: 0.357 D_GP: 0.033 D_real: 1.019 D_fake: 0.774 (epoch: 75, iters: 5008, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 0.815 G_ID: 0.347 G_Rec: 0.408 D_GP: 0.034 D_real: 1.263 D_fake: 0.515 (epoch: 75, iters: 5408, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.786 G_ID: 0.218 G_Rec: 0.334 D_GP: 0.044 D_real: 1.048 D_fake: 0.599 (epoch: 75, iters: 5808, time: 0.064) G_GAN: 0.813 G_GAN_Feat: 0.948 G_ID: 0.318 G_Rec: 0.397 D_GP: 0.056 D_real: 1.335 D_fake: 0.232 (epoch: 75, iters: 6208, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.648 G_ID: 0.205 G_Rec: 0.373 D_GP: 0.021 D_real: 1.229 D_fake: 0.702 (epoch: 75, iters: 6608, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 1.146 G_ID: 0.400 G_Rec: 0.423 D_GP: 0.051 D_real: 0.837 D_fake: 0.672 (epoch: 75, iters: 7008, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.960 G_ID: 0.200 G_Rec: 0.377 D_GP: 0.069 D_real: 1.132 D_fake: 0.663 (epoch: 75, iters: 7408, time: 0.064) G_GAN: -0.194 G_GAN_Feat: 0.851 G_ID: 0.413 G_Rec: 0.397 D_GP: 0.060 D_real: 0.563 D_fake: 1.194 (epoch: 75, iters: 7808, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.787 G_ID: 0.242 G_Rec: 0.370 D_GP: 0.070 D_real: 0.795 D_fake: 0.830 (epoch: 75, iters: 8208, time: 0.064) G_GAN: 0.618 G_GAN_Feat: 0.741 G_ID: 0.357 G_Rec: 0.346 D_GP: 0.030 D_real: 1.364 D_fake: 0.391 (epoch: 75, iters: 8608, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 1.012 G_ID: 0.193 G_Rec: 0.347 D_GP: 0.056 D_real: 0.624 D_fake: 0.712 (epoch: 76, iters: 400, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.883 G_ID: 0.421 G_Rec: 0.428 D_GP: 0.029 D_real: 0.934 D_fake: 0.673 (epoch: 76, iters: 800, time: 0.064) G_GAN: 0.131 G_GAN_Feat: 0.688 G_ID: 0.197 G_Rec: 0.349 D_GP: 0.027 D_real: 0.939 D_fake: 0.869 (epoch: 76, iters: 1200, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.946 G_ID: 0.350 G_Rec: 0.395 D_GP: 0.065 D_real: 0.823 D_fake: 0.735 (epoch: 76, iters: 1600, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.936 G_ID: 0.206 G_Rec: 0.381 D_GP: 0.168 D_real: 0.722 D_fake: 0.865 (epoch: 76, iters: 2000, time: 0.064) G_GAN: 0.651 G_GAN_Feat: 0.780 G_ID: 0.327 G_Rec: 0.351 D_GP: 0.057 D_real: 1.356 D_fake: 0.379 (epoch: 76, iters: 2400, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 1.162 G_ID: 0.248 G_Rec: 0.368 D_GP: 0.173 D_real: 0.333 D_fake: 0.777 (epoch: 76, iters: 2800, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.882 G_ID: 0.306 G_Rec: 0.398 D_GP: 0.030 D_real: 1.104 D_fake: 0.571 (epoch: 76, iters: 3200, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.942 G_ID: 0.236 G_Rec: 0.377 D_GP: 0.087 D_real: 0.926 D_fake: 0.683 (epoch: 76, iters: 3600, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.860 G_ID: 0.437 G_Rec: 0.421 D_GP: 0.038 D_real: 0.988 D_fake: 0.645 (epoch: 76, iters: 4000, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 1.060 G_ID: 0.211 G_Rec: 0.392 D_GP: 0.404 D_real: 0.395 D_fake: 0.915 (epoch: 76, iters: 4400, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 0.931 G_ID: 0.355 G_Rec: 0.388 D_GP: 0.045 D_real: 0.963 D_fake: 0.539 (epoch: 76, iters: 4800, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.696 G_ID: 0.184 G_Rec: 0.346 D_GP: 0.025 D_real: 1.148 D_fake: 0.737 (epoch: 76, iters: 5200, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 0.725 G_ID: 0.326 G_Rec: 0.397 D_GP: 0.022 D_real: 1.292 D_fake: 0.483 (epoch: 76, iters: 5600, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.632 G_ID: 0.216 G_Rec: 0.350 D_GP: 0.025 D_real: 1.085 D_fake: 0.709 (epoch: 76, iters: 6000, time: 0.064) G_GAN: 0.545 G_GAN_Feat: 0.819 G_ID: 0.359 G_Rec: 0.450 D_GP: 0.041 D_real: 1.243 D_fake: 0.492 (epoch: 76, iters: 6400, time: 0.064) G_GAN: 0.528 G_GAN_Feat: 0.746 G_ID: 0.218 G_Rec: 0.355 D_GP: 0.031 D_real: 1.321 D_fake: 0.479 (epoch: 76, iters: 6800, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.906 G_ID: 0.354 G_Rec: 0.401 D_GP: 0.043 D_real: 1.089 D_fake: 0.612 (epoch: 76, iters: 7200, time: 0.064) G_GAN: -0.272 G_GAN_Feat: 0.835 G_ID: 0.216 G_Rec: 0.396 D_GP: 0.066 D_real: 0.402 D_fake: 1.272 (epoch: 76, iters: 7600, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.956 G_ID: 0.332 G_Rec: 0.384 D_GP: 0.032 D_real: 1.163 D_fake: 0.714 (epoch: 76, iters: 8000, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.881 G_ID: 0.238 G_Rec: 0.437 D_GP: 0.034 D_real: 0.907 D_fake: 0.732 (epoch: 76, iters: 8400, time: 0.064) G_GAN: 0.732 G_GAN_Feat: 0.868 G_ID: 0.333 G_Rec: 0.380 D_GP: 0.072 D_real: 1.407 D_fake: 0.309 (epoch: 77, iters: 192, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.759 G_ID: 0.209 G_Rec: 0.362 D_GP: 0.034 D_real: 1.315 D_fake: 0.478 (epoch: 77, iters: 592, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.940 G_ID: 0.314 G_Rec: 0.388 D_GP: 0.059 D_real: 0.652 D_fake: 0.762 (epoch: 77, iters: 992, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.810 G_ID: 0.237 G_Rec: 0.367 D_GP: 0.064 D_real: 0.879 D_fake: 0.706 (epoch: 77, iters: 1392, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.856 G_ID: 0.399 G_Rec: 0.384 D_GP: 0.045 D_real: 1.092 D_fake: 0.641 (epoch: 77, iters: 1792, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.752 G_ID: 0.228 G_Rec: 0.343 D_GP: 0.033 D_real: 1.115 D_fake: 0.673 (epoch: 77, iters: 2192, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.755 G_ID: 0.378 G_Rec: 0.383 D_GP: 0.026 D_real: 1.132 D_fake: 0.711 (epoch: 77, iters: 2592, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.798 G_ID: 0.242 G_Rec: 0.406 D_GP: 0.044 D_real: 1.038 D_fake: 0.654 (epoch: 77, iters: 2992, time: 0.064) G_GAN: 0.704 G_GAN_Feat: 0.891 G_ID: 0.345 G_Rec: 0.396 D_GP: 0.073 D_real: 1.208 D_fake: 0.314 (epoch: 77, iters: 3392, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.771 G_ID: 0.228 G_Rec: 0.359 D_GP: 0.034 D_real: 0.974 D_fake: 0.758 (epoch: 77, iters: 3792, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 0.996 G_ID: 0.330 G_Rec: 0.426 D_GP: 0.101 D_real: 0.266 D_fake: 0.921 (epoch: 77, iters: 4192, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.766 G_ID: 0.187 G_Rec: 0.369 D_GP: 0.039 D_real: 1.047 D_fake: 0.715 (epoch: 77, iters: 4592, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.770 G_ID: 0.369 G_Rec: 0.393 D_GP: 0.034 D_real: 1.112 D_fake: 0.618 (epoch: 77, iters: 4992, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.887 G_ID: 0.202 G_Rec: 0.364 D_GP: 0.088 D_real: 0.668 D_fake: 0.744 (epoch: 77, iters: 5392, time: 0.064) G_GAN: 0.635 G_GAN_Feat: 0.906 G_ID: 0.367 G_Rec: 0.380 D_GP: 0.054 D_real: 1.263 D_fake: 0.377 (epoch: 77, iters: 5792, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 1.132 G_ID: 0.182 G_Rec: 0.420 D_GP: 0.354 D_real: 0.814 D_fake: 0.501 (epoch: 77, iters: 6192, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 1.277 G_ID: 0.382 G_Rec: 0.421 D_GP: 0.127 D_real: 0.255 D_fake: 0.842 (epoch: 77, iters: 6592, time: 0.064) G_GAN: -0.065 G_GAN_Feat: 0.975 G_ID: 0.226 G_Rec: 0.379 D_GP: 0.138 D_real: 0.461 D_fake: 1.065 (epoch: 77, iters: 6992, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 1.517 G_ID: 0.382 G_Rec: 0.438 D_GP: 0.386 D_real: 0.553 D_fake: 0.595 (epoch: 77, iters: 7392, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.857 G_ID: 0.215 G_Rec: 0.354 D_GP: 0.221 D_real: 0.865 D_fake: 0.684 (epoch: 77, iters: 7792, time: 0.064) G_GAN: 0.731 G_GAN_Feat: 1.057 G_ID: 0.324 G_Rec: 0.432 D_GP: 0.128 D_real: 0.861 D_fake: 0.315 (epoch: 77, iters: 8192, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.707 G_ID: 0.216 G_Rec: 0.359 D_GP: 0.031 D_real: 1.009 D_fake: 0.879 (epoch: 77, iters: 8592, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 0.755 G_ID: 0.391 G_Rec: 0.375 D_GP: 0.026 D_real: 1.165 D_fake: 0.677 (epoch: 78, iters: 384, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.875 G_ID: 0.198 G_Rec: 0.377 D_GP: 0.058 D_real: 0.864 D_fake: 0.729 (epoch: 78, iters: 784, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 0.781 G_ID: 0.344 G_Rec: 0.427 D_GP: 0.027 D_real: 1.248 D_fake: 0.559 (epoch: 78, iters: 1184, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.776 G_ID: 0.181 G_Rec: 0.351 D_GP: 0.034 D_real: 0.883 D_fake: 0.790 (epoch: 78, iters: 1584, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.753 G_ID: 0.344 G_Rec: 0.386 D_GP: 0.024 D_real: 1.178 D_fake: 0.614 (epoch: 78, iters: 1984, time: 0.064) G_GAN: 0.576 G_GAN_Feat: 0.873 G_ID: 0.267 G_Rec: 0.382 D_GP: 0.036 D_real: 1.166 D_fake: 0.474 (epoch: 78, iters: 2384, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.898 G_ID: 0.358 G_Rec: 0.392 D_GP: 0.042 D_real: 1.012 D_fake: 0.513 (epoch: 78, iters: 2784, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.749 G_ID: 0.258 G_Rec: 0.399 D_GP: 0.025 D_real: 1.260 D_fake: 0.578 (epoch: 78, iters: 3184, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.841 G_ID: 0.368 G_Rec: 0.375 D_GP: 0.030 D_real: 1.053 D_fake: 0.721 (epoch: 78, iters: 3584, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.928 G_ID: 0.193 G_Rec: 0.377 D_GP: 0.050 D_real: 0.797 D_fake: 0.649 (epoch: 78, iters: 3984, time: 0.064) G_GAN: 0.811 G_GAN_Feat: 1.147 G_ID: 0.351 G_Rec: 0.398 D_GP: 0.181 D_real: 0.765 D_fake: 0.357 (epoch: 78, iters: 4384, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 1.130 G_ID: 0.233 G_Rec: 0.396 D_GP: 0.074 D_real: 0.360 D_fake: 0.746 (epoch: 78, iters: 4784, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.920 G_ID: 0.355 G_Rec: 0.386 D_GP: 0.076 D_real: 0.684 D_fake: 0.868 (epoch: 78, iters: 5184, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.861 G_ID: 0.263 G_Rec: 0.393 D_GP: 0.025 D_real: 0.919 D_fake: 0.850 (epoch: 78, iters: 5584, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 1.217 G_ID: 0.356 G_Rec: 0.470 D_GP: 0.043 D_real: 0.518 D_fake: 0.707 (epoch: 78, iters: 5984, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.787 G_ID: 0.193 G_Rec: 0.388 D_GP: 0.023 D_real: 1.079 D_fake: 0.761 (epoch: 78, iters: 6384, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.808 G_ID: 0.330 G_Rec: 0.364 D_GP: 0.031 D_real: 0.963 D_fake: 0.790 (epoch: 78, iters: 6784, time: 0.064) G_GAN: 0.543 G_GAN_Feat: 0.734 G_ID: 0.203 G_Rec: 0.384 D_GP: 0.025 D_real: 1.372 D_fake: 0.458 (epoch: 78, iters: 7184, time: 0.064) G_GAN: 0.603 G_GAN_Feat: 0.904 G_ID: 0.331 G_Rec: 0.414 D_GP: 0.035 D_real: 1.223 D_fake: 0.406 (epoch: 78, iters: 7584, time: 0.064) G_GAN: 0.529 G_GAN_Feat: 0.870 G_ID: 0.186 G_Rec: 0.379 D_GP: 0.080 D_real: 0.955 D_fake: 0.473 (epoch: 78, iters: 7984, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.920 G_ID: 0.370 G_Rec: 0.383 D_GP: 0.045 D_real: 0.807 D_fake: 0.759 (epoch: 78, iters: 8384, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.762 G_ID: 0.213 G_Rec: 0.369 D_GP: 0.047 D_real: 1.046 D_fake: 0.662 (epoch: 79, iters: 176, time: 0.064) G_GAN: 0.165 G_GAN_Feat: 0.807 G_ID: 0.425 G_Rec: 0.398 D_GP: 0.026 D_real: 0.884 D_fake: 0.835 (epoch: 79, iters: 576, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.917 G_ID: 0.203 G_Rec: 0.349 D_GP: 0.092 D_real: 0.559 D_fake: 0.799 (epoch: 79, iters: 976, time: 0.064) G_GAN: 0.897 G_GAN_Feat: 1.038 G_ID: 0.329 G_Rec: 0.406 D_GP: 0.050 D_real: 1.438 D_fake: 0.187 (epoch: 79, iters: 1376, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 1.265 G_ID: 0.223 G_Rec: 0.422 D_GP: 0.061 D_real: 0.404 D_fake: 0.626 (epoch: 79, iters: 1776, time: 0.064) G_GAN: 0.791 G_GAN_Feat: 0.783 G_ID: 0.360 G_Rec: 0.394 D_GP: 0.026 D_real: 1.563 D_fake: 0.282 (epoch: 79, iters: 2176, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 0.802 G_ID: 0.178 G_Rec: 0.365 D_GP: 0.043 D_real: 1.214 D_fake: 0.440 (epoch: 79, iters: 2576, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.943 G_ID: 0.348 G_Rec: 0.427 D_GP: 0.055 D_real: 0.545 D_fake: 0.882 (epoch: 79, iters: 2976, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.917 G_ID: 0.226 G_Rec: 0.387 D_GP: 0.042 D_real: 1.105 D_fake: 0.687 (epoch: 79, iters: 3376, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.996 G_ID: 0.395 G_Rec: 0.400 D_GP: 0.079 D_real: 0.571 D_fake: 0.614 (epoch: 79, iters: 3776, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.893 G_ID: 0.235 G_Rec: 0.395 D_GP: 0.149 D_real: 0.779 D_fake: 0.773 (epoch: 79, iters: 4176, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.826 G_ID: 0.320 G_Rec: 0.483 D_GP: 0.032 D_real: 1.133 D_fake: 0.532 (epoch: 79, iters: 4576, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.993 G_ID: 0.202 G_Rec: 0.346 D_GP: 0.040 D_real: 0.811 D_fake: 0.614 (epoch: 79, iters: 4976, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.823 G_ID: 0.399 G_Rec: 0.385 D_GP: 0.039 D_real: 1.029 D_fake: 0.726 (epoch: 79, iters: 5376, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.776 G_ID: 0.173 G_Rec: 0.388 D_GP: 0.041 D_real: 0.983 D_fake: 0.696 (epoch: 79, iters: 5776, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 1.278 G_ID: 0.344 G_Rec: 0.431 D_GP: 0.292 D_real: 0.436 D_fake: 0.718 (epoch: 79, iters: 6176, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.761 G_ID: 0.192 G_Rec: 0.390 D_GP: 0.021 D_real: 1.275 D_fake: 0.643 (epoch: 79, iters: 6576, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.836 G_ID: 0.302 G_Rec: 0.391 D_GP: 0.050 D_real: 1.157 D_fake: 0.571 (epoch: 79, iters: 6976, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.801 G_ID: 0.196 G_Rec: 0.356 D_GP: 0.045 D_real: 1.122 D_fake: 0.588 (epoch: 79, iters: 7376, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.837 G_ID: 0.401 G_Rec: 0.445 D_GP: 0.028 D_real: 1.049 D_fake: 0.612 (epoch: 79, iters: 7776, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.884 G_ID: 0.185 G_Rec: 0.432 D_GP: 0.044 D_real: 1.072 D_fake: 0.592 (epoch: 79, iters: 8176, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.838 G_ID: 0.349 G_Rec: 0.366 D_GP: 0.027 D_real: 1.058 D_fake: 0.598 (epoch: 79, iters: 8576, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 1.235 G_ID: 0.187 G_Rec: 0.384 D_GP: 0.275 D_real: 0.308 D_fake: 0.730 (epoch: 80, iters: 368, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.801 G_ID: 0.323 G_Rec: 0.381 D_GP: 0.032 D_real: 1.183 D_fake: 0.593 (epoch: 80, iters: 768, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 0.635 G_ID: 0.193 G_Rec: 0.363 D_GP: 0.020 D_real: 1.346 D_fake: 0.535 (epoch: 80, iters: 1168, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.895 G_ID: 0.369 G_Rec: 0.502 D_GP: 0.051 D_real: 0.938 D_fake: 0.729 (epoch: 80, iters: 1568, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.854 G_ID: 0.209 G_Rec: 0.432 D_GP: 0.090 D_real: 0.724 D_fake: 0.809 (epoch: 80, iters: 1968, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.813 G_ID: 0.299 G_Rec: 0.390 D_GP: 0.034 D_real: 1.304 D_fake: 0.514 (epoch: 80, iters: 2368, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.647 G_ID: 0.197 G_Rec: 0.393 D_GP: 0.022 D_real: 1.167 D_fake: 0.644 (epoch: 80, iters: 2768, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.739 G_ID: 0.340 G_Rec: 0.385 D_GP: 0.028 D_real: 1.156 D_fake: 0.640 (epoch: 80, iters: 3168, time: 0.064) G_GAN: -0.269 G_GAN_Feat: 0.643 G_ID: 0.207 G_Rec: 0.326 D_GP: 0.024 D_real: 0.858 D_fake: 1.269 (epoch: 80, iters: 3568, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 1.044 G_ID: 0.329 G_Rec: 0.394 D_GP: 0.052 D_real: 0.696 D_fake: 0.598 (epoch: 80, iters: 3968, time: 0.064) G_GAN: 0.139 G_GAN_Feat: 0.720 G_ID: 0.186 G_Rec: 0.418 D_GP: 0.040 D_real: 0.937 D_fake: 0.861 (epoch: 80, iters: 4368, time: 0.064) G_GAN: 0.131 G_GAN_Feat: 0.805 G_ID: 0.377 G_Rec: 0.425 D_GP: 0.048 D_real: 0.775 D_fake: 0.869 (epoch: 80, iters: 4768, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 0.633 G_ID: 0.220 G_Rec: 0.337 D_GP: 0.031 D_real: 1.347 D_fake: 0.533 (epoch: 80, iters: 5168, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.873 G_ID: 0.371 G_Rec: 0.390 D_GP: 0.036 D_real: 1.042 D_fake: 0.593 (epoch: 80, iters: 5568, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.897 G_ID: 0.210 G_Rec: 0.413 D_GP: 0.057 D_real: 0.844 D_fake: 0.620 (epoch: 80, iters: 5968, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 0.876 G_ID: 0.361 G_Rec: 0.425 D_GP: 0.062 D_real: 0.790 D_fake: 0.796 (epoch: 80, iters: 6368, time: 0.064) G_GAN: 0.600 G_GAN_Feat: 1.043 G_ID: 0.184 G_Rec: 0.427 D_GP: 0.223 D_real: 0.755 D_fake: 0.523 (epoch: 80, iters: 6768, time: 0.064) G_GAN: 0.494 G_GAN_Feat: 0.896 G_ID: 0.340 G_Rec: 0.376 D_GP: 0.041 D_real: 1.125 D_fake: 0.510 (epoch: 80, iters: 7168, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.821 G_ID: 0.187 G_Rec: 0.373 D_GP: 0.040 D_real: 1.035 D_fake: 0.664 (epoch: 80, iters: 7568, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.828 G_ID: 0.336 G_Rec: 0.410 D_GP: 0.040 D_real: 1.091 D_fake: 0.670 (epoch: 80, iters: 7968, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.987 G_ID: 0.234 G_Rec: 0.378 D_GP: 0.121 D_real: 0.379 D_fake: 0.824 (epoch: 80, iters: 8368, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.887 G_ID: 0.372 G_Rec: 0.418 D_GP: 0.049 D_real: 1.072 D_fake: 0.552 (epoch: 81, iters: 160, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.688 G_ID: 0.199 G_Rec: 0.329 D_GP: 0.034 D_real: 1.137 D_fake: 0.785 (epoch: 81, iters: 560, time: 0.064) G_GAN: 0.554 G_GAN_Feat: 0.718 G_ID: 0.375 G_Rec: 0.404 D_GP: 0.024 D_real: 1.415 D_fake: 0.450 (epoch: 81, iters: 960, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.705 G_ID: 0.227 G_Rec: 0.356 D_GP: 0.022 D_real: 1.109 D_fake: 0.797 (epoch: 81, iters: 1360, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.723 G_ID: 0.305 G_Rec: 0.376 D_GP: 0.027 D_real: 1.293 D_fake: 0.477 (epoch: 81, iters: 1760, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.695 G_ID: 0.240 G_Rec: 0.361 D_GP: 0.028 D_real: 1.142 D_fake: 0.686 (epoch: 81, iters: 2160, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.726 G_ID: 0.351 G_Rec: 0.353 D_GP: 0.032 D_real: 1.195 D_fake: 0.591 (epoch: 81, iters: 2560, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.757 G_ID: 0.219 G_Rec: 0.366 D_GP: 0.032 D_real: 1.234 D_fake: 0.559 (epoch: 81, iters: 2960, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.992 G_ID: 0.365 G_Rec: 0.422 D_GP: 0.239 D_real: 0.549 D_fake: 0.865 (epoch: 81, iters: 3360, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.794 G_ID: 0.250 G_Rec: 0.361 D_GP: 0.036 D_real: 1.077 D_fake: 0.698 (epoch: 81, iters: 3760, time: 0.064) G_GAN: 0.688 G_GAN_Feat: 0.969 G_ID: 0.324 G_Rec: 0.413 D_GP: 0.129 D_real: 1.074 D_fake: 0.325 (epoch: 81, iters: 4160, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.817 G_ID: 0.190 G_Rec: 0.460 D_GP: 0.046 D_real: 1.080 D_fake: 0.725 (epoch: 81, iters: 4560, time: 0.064) G_GAN: 0.541 G_GAN_Feat: 0.730 G_ID: 0.335 G_Rec: 0.378 D_GP: 0.023 D_real: 1.372 D_fake: 0.476 (epoch: 81, iters: 4960, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.696 G_ID: 0.170 G_Rec: 0.325 D_GP: 0.034 D_real: 1.218 D_fake: 0.545 (epoch: 81, iters: 5360, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.983 G_ID: 0.385 G_Rec: 0.400 D_GP: 0.057 D_real: 0.769 D_fake: 0.725 (epoch: 81, iters: 5760, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 1.241 G_ID: 0.215 G_Rec: 0.408 D_GP: 0.472 D_real: 0.242 D_fake: 0.781 (epoch: 81, iters: 6160, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 1.043 G_ID: 0.320 G_Rec: 0.426 D_GP: 0.116 D_real: 0.358 D_fake: 0.732 (epoch: 81, iters: 6560, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.990 G_ID: 0.191 G_Rec: 0.432 D_GP: 0.116 D_real: 1.011 D_fake: 0.542 (epoch: 81, iters: 6960, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.904 G_ID: 0.355 G_Rec: 0.390 D_GP: 0.036 D_real: 0.835 D_fake: 0.776 (epoch: 81, iters: 7360, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.856 G_ID: 0.178 G_Rec: 0.405 D_GP: 0.071 D_real: 0.865 D_fake: 0.727 (epoch: 81, iters: 7760, time: 0.064) G_GAN: 0.535 G_GAN_Feat: 0.900 G_ID: 0.357 G_Rec: 0.377 D_GP: 0.053 D_real: 1.033 D_fake: 0.473 (epoch: 81, iters: 8160, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 0.743 G_ID: 0.185 G_Rec: 0.376 D_GP: 0.035 D_real: 1.251 D_fake: 0.571 (epoch: 81, iters: 8560, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.861 G_ID: 0.339 G_Rec: 0.464 D_GP: 0.035 D_real: 1.311 D_fake: 0.543 (epoch: 82, iters: 352, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.759 G_ID: 0.193 G_Rec: 0.394 D_GP: 0.025 D_real: 0.985 D_fake: 0.798 (epoch: 82, iters: 752, time: 0.064) G_GAN: 0.606 G_GAN_Feat: 0.797 G_ID: 0.322 G_Rec: 0.413 D_GP: 0.024 D_real: 1.345 D_fake: 0.433 (epoch: 82, iters: 1152, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.779 G_ID: 0.174 G_Rec: 0.346 D_GP: 0.037 D_real: 1.090 D_fake: 0.724 (epoch: 82, iters: 1552, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 1.059 G_ID: 0.287 G_Rec: 0.421 D_GP: 0.047 D_real: 1.010 D_fake: 0.575 (epoch: 82, iters: 1952, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.990 G_ID: 0.188 G_Rec: 0.387 D_GP: 0.089 D_real: 1.004 D_fake: 0.688 (epoch: 82, iters: 2352, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.908 G_ID: 0.312 G_Rec: 0.406 D_GP: 0.066 D_real: 0.721 D_fake: 0.804 (epoch: 82, iters: 2752, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 0.988 G_ID: 0.191 G_Rec: 0.385 D_GP: 0.197 D_real: 0.825 D_fake: 0.517 (epoch: 82, iters: 3152, time: 0.064) G_GAN: 0.527 G_GAN_Feat: 0.823 G_ID: 0.312 G_Rec: 0.373 D_GP: 0.024 D_real: 1.267 D_fake: 0.476 (epoch: 82, iters: 3552, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.718 G_ID: 0.226 G_Rec: 0.383 D_GP: 0.033 D_real: 1.061 D_fake: 0.787 (epoch: 82, iters: 3952, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.750 G_ID: 0.368 G_Rec: 0.369 D_GP: 0.030 D_real: 1.159 D_fake: 0.599 (epoch: 82, iters: 4352, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.767 G_ID: 0.229 G_Rec: 0.340 D_GP: 0.034 D_real: 1.233 D_fake: 0.659 (epoch: 82, iters: 4752, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 0.801 G_ID: 0.330 G_Rec: 0.340 D_GP: 0.029 D_real: 1.286 D_fake: 0.459 (epoch: 82, iters: 5152, time: 0.064) G_GAN: 0.571 G_GAN_Feat: 0.768 G_ID: 0.184 G_Rec: 0.351 D_GP: 0.026 D_real: 1.474 D_fake: 0.484 (epoch: 82, iters: 5552, time: 0.064) G_GAN: 0.576 G_GAN_Feat: 0.833 G_ID: 0.294 G_Rec: 0.393 D_GP: 0.027 D_real: 1.209 D_fake: 0.439 (epoch: 82, iters: 5952, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.806 G_ID: 0.163 G_Rec: 0.397 D_GP: 0.062 D_real: 1.115 D_fake: 0.643 (epoch: 82, iters: 6352, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.923 G_ID: 0.378 G_Rec: 0.401 D_GP: 0.045 D_real: 0.638 D_fake: 0.839 (epoch: 82, iters: 6752, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.877 G_ID: 0.183 G_Rec: 0.356 D_GP: 0.054 D_real: 0.901 D_fake: 0.618 (epoch: 82, iters: 7152, time: 0.064) G_GAN: 0.894 G_GAN_Feat: 0.715 G_ID: 0.314 G_Rec: 0.393 D_GP: 0.024 D_real: 1.620 D_fake: 0.162 (epoch: 82, iters: 7552, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.643 G_ID: 0.178 G_Rec: 0.346 D_GP: 0.025 D_real: 1.233 D_fake: 0.669 (epoch: 82, iters: 7952, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 1.045 G_ID: 0.366 G_Rec: 0.469 D_GP: 0.063 D_real: 0.591 D_fake: 0.714 (epoch: 82, iters: 8352, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 0.813 G_ID: 0.214 G_Rec: 0.392 D_GP: 0.062 D_real: 0.795 D_fake: 0.927 (epoch: 83, iters: 144, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 1.152 G_ID: 0.375 G_Rec: 0.430 D_GP: 0.269 D_real: 0.503 D_fake: 0.589 (epoch: 83, iters: 544, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 0.770 G_ID: 0.173 G_Rec: 0.331 D_GP: 0.048 D_real: 1.188 D_fake: 0.510 (epoch: 83, iters: 944, time: 0.064) G_GAN: -0.063 G_GAN_Feat: 0.809 G_ID: 0.299 G_Rec: 0.441 D_GP: 0.030 D_real: 0.769 D_fake: 1.063 (epoch: 83, iters: 1344, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.812 G_ID: 0.203 G_Rec: 0.385 D_GP: 0.045 D_real: 0.997 D_fake: 0.670 (epoch: 83, iters: 1744, time: 0.064) G_GAN: 0.027 G_GAN_Feat: 0.847 G_ID: 0.350 G_Rec: 0.387 D_GP: 0.081 D_real: 0.571 D_fake: 0.973 (epoch: 83, iters: 2144, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.913 G_ID: 0.209 G_Rec: 0.337 D_GP: 0.047 D_real: 0.703 D_fake: 0.680 (epoch: 83, iters: 2544, time: 0.064) G_GAN: 0.693 G_GAN_Feat: 0.719 G_ID: 0.352 G_Rec: 0.370 D_GP: 0.026 D_real: 1.497 D_fake: 0.319 (epoch: 83, iters: 2944, time: 0.064) G_GAN: 0.712 G_GAN_Feat: 0.878 G_ID: 0.220 G_Rec: 0.367 D_GP: 0.055 D_real: 1.270 D_fake: 0.333 (epoch: 83, iters: 3344, time: 0.064) G_GAN: -0.064 G_GAN_Feat: 0.887 G_ID: 0.434 G_Rec: 0.406 D_GP: 0.072 D_real: 0.570 D_fake: 1.064 (epoch: 83, iters: 3744, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 1.000 G_ID: 0.228 G_Rec: 0.405 D_GP: 0.067 D_real: 0.636 D_fake: 0.611 (epoch: 83, iters: 4144, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 1.060 G_ID: 0.324 G_Rec: 0.411 D_GP: 0.127 D_real: 0.464 D_fake: 0.627 (epoch: 83, iters: 4544, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.780 G_ID: 0.208 G_Rec: 0.350 D_GP: 0.035 D_real: 1.025 D_fake: 0.724 (epoch: 83, iters: 4944, time: 0.064) G_GAN: 0.533 G_GAN_Feat: 1.089 G_ID: 0.334 G_Rec: 0.413 D_GP: 0.098 D_real: 0.593 D_fake: 0.474 (epoch: 83, iters: 5344, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 0.754 G_ID: 0.211 G_Rec: 0.429 D_GP: 0.023 D_real: 0.980 D_fake: 0.906 (epoch: 83, iters: 5744, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.739 G_ID: 0.307 G_Rec: 0.453 D_GP: 0.024 D_real: 1.177 D_fake: 0.535 (epoch: 83, iters: 6144, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.697 G_ID: 0.172 G_Rec: 0.356 D_GP: 0.027 D_real: 1.133 D_fake: 0.689 (epoch: 83, iters: 6544, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.845 G_ID: 0.354 G_Rec: 0.404 D_GP: 0.069 D_real: 0.805 D_fake: 0.836 (epoch: 83, iters: 6944, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 0.826 G_ID: 0.157 G_Rec: 0.357 D_GP: 0.037 D_real: 0.988 D_fake: 0.675 (epoch: 83, iters: 7344, time: 0.064) G_GAN: 0.985 G_GAN_Feat: 1.213 G_ID: 0.345 G_Rec: 0.466 D_GP: 0.405 D_real: 0.853 D_fake: 0.135 (epoch: 83, iters: 7744, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.885 G_ID: 0.249 G_Rec: 0.424 D_GP: 0.062 D_real: 0.694 D_fake: 0.800 (epoch: 83, iters: 8144, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 0.817 G_ID: 0.302 G_Rec: 0.378 D_GP: 0.034 D_real: 1.215 D_fake: 0.554 (epoch: 83, iters: 8544, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.731 G_ID: 0.193 G_Rec: 0.375 D_GP: 0.033 D_real: 1.272 D_fake: 0.557 (epoch: 84, iters: 336, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 1.004 G_ID: 0.354 G_Rec: 0.400 D_GP: 0.063 D_real: 0.651 D_fake: 0.720 (epoch: 84, iters: 736, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.944 G_ID: 0.184 G_Rec: 0.366 D_GP: 0.035 D_real: 1.038 D_fake: 0.635 (epoch: 84, iters: 1136, time: 0.064) G_GAN: -0.063 G_GAN_Feat: 0.832 G_ID: 0.363 G_Rec: 0.417 D_GP: 0.037 D_real: 0.663 D_fake: 1.065 (epoch: 84, iters: 1536, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.790 G_ID: 0.222 G_Rec: 0.379 D_GP: 0.039 D_real: 1.100 D_fake: 0.757 (epoch: 84, iters: 1936, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.795 G_ID: 0.313 G_Rec: 0.397 D_GP: 0.026 D_real: 1.131 D_fake: 0.639 (epoch: 84, iters: 2336, time: 0.064) G_GAN: -0.136 G_GAN_Feat: 0.881 G_ID: 0.235 G_Rec: 0.407 D_GP: 0.064 D_real: 0.615 D_fake: 1.136 (epoch: 84, iters: 2736, time: 0.064) G_GAN: 0.593 G_GAN_Feat: 0.957 G_ID: 0.353 G_Rec: 0.402 D_GP: 0.068 D_real: 1.199 D_fake: 0.420 (epoch: 84, iters: 3136, time: 0.064) G_GAN: 0.110 G_GAN_Feat: 0.979 G_ID: 0.187 G_Rec: 0.425 D_GP: 0.026 D_real: 0.669 D_fake: 0.890 (epoch: 84, iters: 3536, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.791 G_ID: 0.364 G_Rec: 0.374 D_GP: 0.031 D_real: 1.034 D_fake: 0.753 (epoch: 84, iters: 3936, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.867 G_ID: 0.209 G_Rec: 0.383 D_GP: 0.036 D_real: 1.138 D_fake: 0.626 (epoch: 84, iters: 4336, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 1.132 G_ID: 0.302 G_Rec: 0.428 D_GP: 0.095 D_real: 0.463 D_fake: 0.547 (epoch: 84, iters: 4736, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.867 G_ID: 0.181 G_Rec: 0.410 D_GP: 0.035 D_real: 0.892 D_fake: 0.697 (epoch: 84, iters: 5136, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.995 G_ID: 0.350 G_Rec: 0.436 D_GP: 0.148 D_real: 0.682 D_fake: 0.746 (epoch: 84, iters: 5536, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.830 G_ID: 0.193 G_Rec: 0.362 D_GP: 0.066 D_real: 0.748 D_fake: 0.908 (epoch: 84, iters: 5936, time: 0.064) G_GAN: 0.585 G_GAN_Feat: 0.961 G_ID: 0.321 G_Rec: 0.483 D_GP: 0.054 D_real: 0.973 D_fake: 0.430 (epoch: 84, iters: 6336, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.867 G_ID: 0.178 G_Rec: 0.374 D_GP: 0.033 D_real: 0.668 D_fake: 0.910 (epoch: 84, iters: 6736, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.915 G_ID: 0.348 G_Rec: 0.367 D_GP: 0.035 D_real: 1.052 D_fake: 0.605 (epoch: 84, iters: 7136, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.751 G_ID: 0.193 G_Rec: 0.363 D_GP: 0.023 D_real: 1.251 D_fake: 0.620 (epoch: 84, iters: 7536, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 1.016 G_ID: 0.353 G_Rec: 0.412 D_GP: 0.046 D_real: 1.069 D_fake: 0.528 (epoch: 84, iters: 7936, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.819 G_ID: 0.184 G_Rec: 0.357 D_GP: 0.075 D_real: 0.856 D_fake: 0.800 (epoch: 84, iters: 8336, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 0.998 G_ID: 0.351 G_Rec: 0.434 D_GP: 0.066 D_real: 0.736 D_fake: 0.584 (epoch: 85, iters: 128, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 1.168 G_ID: 0.223 G_Rec: 0.360 D_GP: 0.102 D_real: 0.305 D_fake: 0.795 (epoch: 85, iters: 528, time: 0.064) G_GAN: -0.478 G_GAN_Feat: 1.075 G_ID: 0.339 G_Rec: 0.469 D_GP: 0.258 D_real: 0.179 D_fake: 1.478 (epoch: 85, iters: 928, time: 0.064) G_GAN: 0.537 G_GAN_Feat: 0.758 G_ID: 0.168 G_Rec: 0.348 D_GP: 0.030 D_real: 1.364 D_fake: 0.465 (epoch: 85, iters: 1328, time: 0.064) G_GAN: 0.555 G_GAN_Feat: 0.812 G_ID: 0.319 G_Rec: 0.400 D_GP: 0.029 D_real: 1.233 D_fake: 0.448 (epoch: 85, iters: 1728, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 0.707 G_ID: 0.208 G_Rec: 0.391 D_GP: 0.024 D_real: 1.416 D_fake: 0.485 (epoch: 85, iters: 2128, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.978 G_ID: 0.347 G_Rec: 0.404 D_GP: 0.080 D_real: 0.624 D_fake: 0.726 (epoch: 85, iters: 2528, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 0.894 G_ID: 0.208 G_Rec: 0.387 D_GP: 0.072 D_real: 1.047 D_fake: 0.509 (epoch: 85, iters: 2928, time: 0.064) G_GAN: 0.778 G_GAN_Feat: 0.980 G_ID: 0.277 G_Rec: 0.442 D_GP: 0.044 D_real: 1.342 D_fake: 0.300 (epoch: 85, iters: 3328, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.611 G_ID: 0.208 G_Rec: 0.390 D_GP: 0.022 D_real: 0.976 D_fake: 0.823 (epoch: 85, iters: 3728, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.719 G_ID: 0.299 G_Rec: 0.398 D_GP: 0.020 D_real: 1.121 D_fake: 0.610 (epoch: 85, iters: 4128, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 0.636 G_ID: 0.170 G_Rec: 0.345 D_GP: 0.023 D_real: 1.262 D_fake: 0.579 (epoch: 85, iters: 4528, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 0.966 G_ID: 0.278 G_Rec: 0.526 D_GP: 0.216 D_real: 0.903 D_fake: 0.584 (epoch: 85, iters: 4928, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.753 G_ID: 0.191 G_Rec: 0.339 D_GP: 0.036 D_real: 1.026 D_fake: 0.749 (epoch: 85, iters: 5328, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.795 G_ID: 0.357 G_Rec: 0.366 D_GP: 0.029 D_real: 1.131 D_fake: 0.619 (epoch: 85, iters: 5728, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.696 G_ID: 0.163 G_Rec: 0.362 D_GP: 0.024 D_real: 1.287 D_fake: 0.515 (epoch: 85, iters: 6128, time: 0.064) G_GAN: 0.501 G_GAN_Feat: 1.178 G_ID: 0.321 G_Rec: 0.432 D_GP: 0.477 D_real: 0.587 D_fake: 0.513 (epoch: 85, iters: 6528, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.757 G_ID: 0.188 G_Rec: 0.351 D_GP: 0.035 D_real: 1.221 D_fake: 0.568 (epoch: 85, iters: 6928, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 1.059 G_ID: 0.331 G_Rec: 0.426 D_GP: 0.052 D_real: 0.546 D_fake: 0.737 (epoch: 85, iters: 7328, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.810 G_ID: 0.211 G_Rec: 0.396 D_GP: 0.024 D_real: 1.079 D_fake: 0.691 (epoch: 85, iters: 7728, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 0.816 G_ID: 0.323 G_Rec: 0.368 D_GP: 0.036 D_real: 1.283 D_fake: 0.391 (epoch: 85, iters: 8128, time: 0.064) G_GAN: 0.017 G_GAN_Feat: 1.081 G_ID: 0.228 G_Rec: 0.348 D_GP: 0.048 D_real: 0.363 D_fake: 0.983 (epoch: 85, iters: 8528, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.823 G_ID: 0.336 G_Rec: 0.421 D_GP: 0.023 D_real: 1.232 D_fake: 0.605 (epoch: 86, iters: 320, time: 0.064) G_GAN: 0.008 G_GAN_Feat: 0.733 G_ID: 0.202 G_Rec: 0.343 D_GP: 0.034 D_real: 0.890 D_fake: 0.992 (epoch: 86, iters: 720, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 0.879 G_ID: 0.371 G_Rec: 0.405 D_GP: 0.026 D_real: 1.201 D_fake: 0.487 (epoch: 86, iters: 1120, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.897 G_ID: 0.212 G_Rec: 0.359 D_GP: 0.065 D_real: 0.800 D_fake: 0.662 (epoch: 86, iters: 1520, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.785 G_ID: 0.304 G_Rec: 0.363 D_GP: 0.033 D_real: 1.313 D_fake: 0.396 (epoch: 86, iters: 1920, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.897 G_ID: 0.209 G_Rec: 0.368 D_GP: 0.053 D_real: 0.786 D_fake: 0.753 (epoch: 86, iters: 2320, time: 0.064) G_GAN: 0.548 G_GAN_Feat: 0.868 G_ID: 0.341 G_Rec: 0.394 D_GP: 0.038 D_real: 1.209 D_fake: 0.457 (epoch: 86, iters: 2720, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 0.684 G_ID: 0.205 G_Rec: 0.392 D_GP: 0.023 D_real: 1.226 D_fake: 0.673 (epoch: 86, iters: 3120, time: 0.064) G_GAN: 0.580 G_GAN_Feat: 1.041 G_ID: 0.313 G_Rec: 0.443 D_GP: 0.074 D_real: 0.910 D_fake: 0.427 (epoch: 86, iters: 3520, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.822 G_ID: 0.187 G_Rec: 0.379 D_GP: 0.035 D_real: 0.922 D_fake: 0.826 (epoch: 86, iters: 3920, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 1.131 G_ID: 0.356 G_Rec: 0.387 D_GP: 0.064 D_real: 0.395 D_fake: 0.751 (epoch: 86, iters: 4320, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.712 G_ID: 0.193 G_Rec: 0.400 D_GP: 0.024 D_real: 1.262 D_fake: 0.626 (epoch: 86, iters: 4720, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.848 G_ID: 0.285 G_Rec: 0.428 D_GP: 0.034 D_real: 1.042 D_fake: 0.593 (epoch: 86, iters: 5120, time: 0.064) G_GAN: -0.022 G_GAN_Feat: 1.048 G_ID: 0.223 G_Rec: 0.423 D_GP: 0.131 D_real: 0.169 D_fake: 1.022 (epoch: 86, iters: 5520, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.900 G_ID: 0.370 G_Rec: 0.399 D_GP: 0.035 D_real: 0.896 D_fake: 0.708 (epoch: 86, iters: 5920, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.774 G_ID: 0.195 G_Rec: 0.340 D_GP: 0.039 D_real: 1.017 D_fake: 0.634 (epoch: 86, iters: 6320, time: 0.064) G_GAN: 0.622 G_GAN_Feat: 0.842 G_ID: 0.325 G_Rec: 0.438 D_GP: 0.032 D_real: 1.288 D_fake: 0.386 (epoch: 86, iters: 6720, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.739 G_ID: 0.231 G_Rec: 0.353 D_GP: 0.037 D_real: 1.285 D_fake: 0.533 (epoch: 86, iters: 7120, time: 0.064) G_GAN: 0.690 G_GAN_Feat: 0.859 G_ID: 0.332 G_Rec: 0.421 D_GP: 0.036 D_real: 1.312 D_fake: 0.322 (epoch: 86, iters: 7520, time: 0.064) G_GAN: 0.563 G_GAN_Feat: 0.831 G_ID: 0.200 G_Rec: 0.391 D_GP: 0.027 D_real: 1.204 D_fake: 0.448 (epoch: 86, iters: 7920, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 1.238 G_ID: 0.312 G_Rec: 0.415 D_GP: 0.060 D_real: 0.450 D_fake: 0.698 (epoch: 86, iters: 8320, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 1.133 G_ID: 0.172 G_Rec: 0.361 D_GP: 0.097 D_real: 0.426 D_fake: 0.580 (epoch: 87, iters: 112, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.761 G_ID: 0.341 G_Rec: 0.399 D_GP: 0.025 D_real: 1.151 D_fake: 0.704 (epoch: 87, iters: 512, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.679 G_ID: 0.175 G_Rec: 0.357 D_GP: 0.024 D_real: 1.027 D_fake: 0.839 (epoch: 87, iters: 912, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 1.003 G_ID: 0.309 G_Rec: 0.466 D_GP: 0.065 D_real: 0.597 D_fake: 0.714 (epoch: 87, iters: 1312, time: 0.064) G_GAN: 0.467 G_GAN_Feat: 0.754 G_ID: 0.182 G_Rec: 0.370 D_GP: 0.025 D_real: 1.379 D_fake: 0.533 (epoch: 87, iters: 1712, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.769 G_ID: 0.305 G_Rec: 0.362 D_GP: 0.034 D_real: 1.095 D_fake: 0.693 (epoch: 87, iters: 2112, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.659 G_ID: 0.200 G_Rec: 0.345 D_GP: 0.027 D_real: 1.029 D_fake: 0.811 (epoch: 87, iters: 2512, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.842 G_ID: 0.304 G_Rec: 0.359 D_GP: 0.067 D_real: 0.935 D_fake: 0.632 (epoch: 87, iters: 2912, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.840 G_ID: 0.180 G_Rec: 0.360 D_GP: 0.038 D_real: 1.094 D_fake: 0.709 (epoch: 87, iters: 3312, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 0.900 G_ID: 0.311 G_Rec: 0.383 D_GP: 0.084 D_real: 0.983 D_fake: 0.524 (epoch: 87, iters: 3712, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.627 G_ID: 0.260 G_Rec: 0.342 D_GP: 0.023 D_real: 1.091 D_fake: 0.790 (epoch: 87, iters: 4112, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.674 G_ID: 0.344 G_Rec: 0.362 D_GP: 0.025 D_real: 1.299 D_fake: 0.582 (epoch: 87, iters: 4512, time: 0.064) G_GAN: 0.152 G_GAN_Feat: 0.739 G_ID: 0.182 G_Rec: 0.353 D_GP: 0.065 D_real: 0.909 D_fake: 0.849 (epoch: 87, iters: 4912, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.705 G_ID: 0.331 G_Rec: 0.436 D_GP: 0.023 D_real: 1.163 D_fake: 0.621 (epoch: 87, iters: 5312, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.702 G_ID: 0.186 G_Rec: 0.365 D_GP: 0.035 D_real: 1.254 D_fake: 0.580 (epoch: 87, iters: 5712, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.875 G_ID: 0.298 G_Rec: 0.397 D_GP: 0.043 D_real: 1.123 D_fake: 0.575 (epoch: 87, iters: 6112, time: 0.064) G_GAN: 0.072 G_GAN_Feat: 0.681 G_ID: 0.226 G_Rec: 0.376 D_GP: 0.026 D_real: 0.954 D_fake: 0.928 (epoch: 87, iters: 6512, time: 0.064) G_GAN: 0.599 G_GAN_Feat: 1.263 G_ID: 0.306 G_Rec: 0.456 D_GP: 0.148 D_real: 0.517 D_fake: 0.405 (epoch: 87, iters: 6912, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 1.052 G_ID: 0.212 G_Rec: 0.381 D_GP: 0.183 D_real: 0.255 D_fake: 0.907 (epoch: 87, iters: 7312, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 0.941 G_ID: 0.294 G_Rec: 0.415 D_GP: 0.071 D_real: 0.667 D_fake: 0.674 (epoch: 87, iters: 7712, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 0.624 G_ID: 0.181 G_Rec: 0.342 D_GP: 0.022 D_real: 1.476 D_fake: 0.484 (epoch: 87, iters: 8112, time: 0.064) G_GAN: 0.613 G_GAN_Feat: 0.960 G_ID: 0.290 G_Rec: 0.367 D_GP: 0.060 D_real: 0.984 D_fake: 0.391 (epoch: 87, iters: 8512, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.729 G_ID: 0.202 G_Rec: 0.395 D_GP: 0.026 D_real: 1.178 D_fake: 0.660 (epoch: 88, iters: 304, time: 0.064) G_GAN: -0.161 G_GAN_Feat: 0.940 G_ID: 0.320 G_Rec: 0.423 D_GP: 0.077 D_real: 0.316 D_fake: 1.161 (epoch: 88, iters: 704, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.772 G_ID: 0.197 G_Rec: 0.360 D_GP: 0.024 D_real: 1.047 D_fake: 0.760 (epoch: 88, iters: 1104, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.804 G_ID: 0.327 G_Rec: 0.464 D_GP: 0.042 D_real: 1.063 D_fake: 0.600 (epoch: 88, iters: 1504, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.828 G_ID: 0.193 G_Rec: 0.367 D_GP: 0.056 D_real: 1.043 D_fake: 0.586 (epoch: 88, iters: 1904, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.729 G_ID: 0.294 G_Rec: 0.396 D_GP: 0.026 D_real: 1.077 D_fake: 0.717 (epoch: 88, iters: 2304, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.780 G_ID: 0.192 G_Rec: 0.443 D_GP: 0.061 D_real: 0.949 D_fake: 0.715 (epoch: 88, iters: 2704, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.918 G_ID: 0.319 G_Rec: 0.404 D_GP: 0.027 D_real: 0.773 D_fake: 0.758 (epoch: 88, iters: 3104, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.725 G_ID: 0.188 G_Rec: 0.380 D_GP: 0.043 D_real: 1.006 D_fake: 0.827 (epoch: 88, iters: 3504, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 1.234 G_ID: 0.309 G_Rec: 0.389 D_GP: 0.079 D_real: 0.308 D_fake: 0.731 (epoch: 88, iters: 3904, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.992 G_ID: 0.199 G_Rec: 0.400 D_GP: 0.114 D_real: 0.378 D_fake: 0.870 (epoch: 88, iters: 4304, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.868 G_ID: 0.350 G_Rec: 0.416 D_GP: 0.031 D_real: 1.062 D_fake: 0.594 (epoch: 88, iters: 4704, time: 0.064) G_GAN: 0.687 G_GAN_Feat: 1.040 G_ID: 0.160 G_Rec: 0.412 D_GP: 0.115 D_real: 1.227 D_fake: 0.473 (epoch: 88, iters: 5104, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.894 G_ID: 0.303 G_Rec: 0.440 D_GP: 0.045 D_real: 0.848 D_fake: 0.662 (epoch: 88, iters: 5504, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.691 G_ID: 0.204 G_Rec: 0.347 D_GP: 0.032 D_real: 0.848 D_fake: 0.964 (epoch: 88, iters: 5904, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.818 G_ID: 0.280 G_Rec: 0.395 D_GP: 0.028 D_real: 1.246 D_fake: 0.552 (epoch: 88, iters: 6304, time: 0.064) G_GAN: 0.534 G_GAN_Feat: 0.877 G_ID: 0.228 G_Rec: 0.407 D_GP: 0.062 D_real: 1.074 D_fake: 0.533 (epoch: 88, iters: 6704, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.873 G_ID: 0.352 G_Rec: 0.371 D_GP: 0.070 D_real: 0.735 D_fake: 0.721 (epoch: 88, iters: 7104, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.928 G_ID: 0.189 G_Rec: 0.359 D_GP: 0.060 D_real: 0.573 D_fake: 0.699 (epoch: 88, iters: 7504, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 0.953 G_ID: 0.310 G_Rec: 0.388 D_GP: 0.057 D_real: 0.881 D_fake: 0.486 (epoch: 88, iters: 7904, time: 0.064) G_GAN: 0.650 G_GAN_Feat: 0.891 G_ID: 0.203 G_Rec: 0.359 D_GP: 0.087 D_real: 1.188 D_fake: 0.390 (epoch: 88, iters: 8304, time: 0.064) G_GAN: 0.632 G_GAN_Feat: 1.012 G_ID: 0.328 G_Rec: 0.411 D_GP: 0.111 D_real: 0.964 D_fake: 0.433 (epoch: 89, iters: 96, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.810 G_ID: 0.187 G_Rec: 0.371 D_GP: 0.045 D_real: 1.204 D_fake: 0.622 (epoch: 89, iters: 496, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.796 G_ID: 0.316 G_Rec: 0.367 D_GP: 0.032 D_real: 1.121 D_fake: 0.773 (epoch: 89, iters: 896, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.744 G_ID: 0.168 G_Rec: 0.353 D_GP: 0.026 D_real: 0.894 D_fake: 0.926 (epoch: 89, iters: 1296, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 1.238 G_ID: 0.317 G_Rec: 0.483 D_GP: 0.948 D_real: 0.587 D_fake: 0.836 (epoch: 89, iters: 1696, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.724 G_ID: 0.201 G_Rec: 0.407 D_GP: 0.026 D_real: 0.959 D_fake: 0.863 (epoch: 89, iters: 2096, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.950 G_ID: 0.314 G_Rec: 0.405 D_GP: 0.074 D_real: 0.876 D_fake: 0.576 (epoch: 89, iters: 2496, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.696 G_ID: 0.177 G_Rec: 0.328 D_GP: 0.029 D_real: 1.195 D_fake: 0.708 (epoch: 89, iters: 2896, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.887 G_ID: 0.346 G_Rec: 0.472 D_GP: 0.039 D_real: 1.030 D_fake: 0.686 (epoch: 89, iters: 3296, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 0.977 G_ID: 0.194 G_Rec: 0.366 D_GP: 0.041 D_real: 0.510 D_fake: 0.920 (epoch: 89, iters: 3696, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.816 G_ID: 0.325 G_Rec: 0.375 D_GP: 0.030 D_real: 1.151 D_fake: 0.594 (epoch: 89, iters: 4096, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.768 G_ID: 0.163 G_Rec: 0.394 D_GP: 0.023 D_real: 1.132 D_fake: 0.684 (epoch: 89, iters: 4496, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.802 G_ID: 0.287 G_Rec: 0.403 D_GP: 0.028 D_real: 1.096 D_fake: 0.662 (epoch: 89, iters: 4896, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.723 G_ID: 0.189 G_Rec: 0.381 D_GP: 0.028 D_real: 1.138 D_fake: 0.651 (epoch: 89, iters: 5296, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 0.879 G_ID: 0.337 G_Rec: 0.371 D_GP: 0.030 D_real: 1.226 D_fake: 0.437 (epoch: 89, iters: 5696, time: 0.064) G_GAN: -0.010 G_GAN_Feat: 0.669 G_ID: 0.241 G_Rec: 0.376 D_GP: 0.025 D_real: 0.948 D_fake: 1.011 (epoch: 89, iters: 6096, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.741 G_ID: 0.300 G_Rec: 0.402 D_GP: 0.025 D_real: 1.225 D_fake: 0.584 (epoch: 89, iters: 6496, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.836 G_ID: 0.188 G_Rec: 0.357 D_GP: 0.069 D_real: 0.883 D_fake: 0.713 (epoch: 89, iters: 6896, time: 0.064) G_GAN: 0.498 G_GAN_Feat: 0.954 G_ID: 0.307 G_Rec: 0.420 D_GP: 0.069 D_real: 0.887 D_fake: 0.506 (epoch: 89, iters: 7296, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.787 G_ID: 0.158 G_Rec: 0.341 D_GP: 0.034 D_real: 0.843 D_fake: 0.853 (epoch: 89, iters: 7696, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.952 G_ID: 0.284 G_Rec: 0.429 D_GP: 0.098 D_real: 1.136 D_fake: 0.488 (epoch: 89, iters: 8096, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 1.019 G_ID: 0.204 G_Rec: 0.386 D_GP: 0.100 D_real: 1.039 D_fake: 0.830 (epoch: 89, iters: 8496, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.919 G_ID: 0.299 G_Rec: 0.436 D_GP: 0.050 D_real: 0.799 D_fake: 0.833 (epoch: 90, iters: 288, time: 0.064) G_GAN: 0.827 G_GAN_Feat: 1.069 G_ID: 0.218 G_Rec: 0.399 D_GP: 0.236 D_real: 1.116 D_fake: 0.605 (epoch: 90, iters: 688, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 0.726 G_ID: 0.310 G_Rec: 0.347 D_GP: 0.028 D_real: 1.209 D_fake: 0.504 (epoch: 90, iters: 1088, time: 0.064) G_GAN: 0.543 G_GAN_Feat: 0.681 G_ID: 0.159 G_Rec: 0.380 D_GP: 0.026 D_real: 1.376 D_fake: 0.459 (epoch: 90, iters: 1488, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.991 G_ID: 0.336 G_Rec: 0.389 D_GP: 0.111 D_real: 0.585 D_fake: 0.660 (epoch: 90, iters: 1888, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 1.040 G_ID: 0.193 G_Rec: 0.382 D_GP: 0.114 D_real: 0.553 D_fake: 0.627 (epoch: 90, iters: 2288, time: 0.064) G_GAN: 0.475 G_GAN_Feat: 1.033 G_ID: 0.309 G_Rec: 0.420 D_GP: 0.070 D_real: 0.833 D_fake: 0.533 (epoch: 90, iters: 2688, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 1.022 G_ID: 0.179 G_Rec: 0.366 D_GP: 0.103 D_real: 0.557 D_fake: 0.718 (epoch: 90, iters: 3088, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.829 G_ID: 0.338 G_Rec: 0.383 D_GP: 0.033 D_real: 1.057 D_fake: 0.592 (epoch: 90, iters: 3488, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.769 G_ID: 0.177 G_Rec: 0.386 D_GP: 0.027 D_real: 1.186 D_fake: 0.582 (epoch: 90, iters: 3888, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 0.864 G_ID: 0.296 G_Rec: 0.419 D_GP: 0.043 D_real: 1.161 D_fake: 0.521 (epoch: 90, iters: 4288, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.731 G_ID: 0.214 G_Rec: 0.356 D_GP: 0.029 D_real: 1.043 D_fake: 0.767 (epoch: 90, iters: 4688, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 1.026 G_ID: 0.274 G_Rec: 0.442 D_GP: 0.138 D_real: 0.567 D_fake: 0.611 (epoch: 90, iters: 5088, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.780 G_ID: 0.198 G_Rec: 0.359 D_GP: 0.042 D_real: 1.122 D_fake: 0.658 (epoch: 90, iters: 5488, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.819 G_ID: 0.304 G_Rec: 0.378 D_GP: 0.030 D_real: 0.989 D_fake: 0.749 (epoch: 90, iters: 5888, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 1.083 G_ID: 0.218 G_Rec: 0.430 D_GP: 0.183 D_real: 0.231 D_fake: 0.898 (epoch: 90, iters: 6288, time: 0.064) G_GAN: 0.462 G_GAN_Feat: 0.905 G_ID: 0.311 G_Rec: 0.437 D_GP: 0.044 D_real: 1.145 D_fake: 0.638 (epoch: 90, iters: 6688, time: 0.064) G_GAN: 0.066 G_GAN_Feat: 1.139 G_ID: 0.176 G_Rec: 0.376 D_GP: 0.716 D_real: 0.492 D_fake: 0.936 (epoch: 90, iters: 7088, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.922 G_ID: 0.301 G_Rec: 0.416 D_GP: 0.026 D_real: 1.109 D_fake: 0.591 (epoch: 90, iters: 7488, time: 0.064) G_GAN: 0.555 G_GAN_Feat: 0.943 G_ID: 0.191 G_Rec: 0.350 D_GP: 0.102 D_real: 1.166 D_fake: 0.462 (epoch: 90, iters: 7888, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.806 G_ID: 0.303 G_Rec: 0.392 D_GP: 0.028 D_real: 1.219 D_fake: 0.496 (epoch: 90, iters: 8288, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.995 G_ID: 0.199 G_Rec: 0.383 D_GP: 0.044 D_real: 0.506 D_fake: 0.866 (epoch: 91, iters: 80, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.869 G_ID: 0.295 G_Rec: 0.421 D_GP: 0.024 D_real: 0.955 D_fake: 0.731 (epoch: 91, iters: 480, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.800 G_ID: 0.175 G_Rec: 0.376 D_GP: 0.038 D_real: 0.877 D_fake: 0.850 (epoch: 91, iters: 880, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.891 G_ID: 0.305 G_Rec: 0.361 D_GP: 0.040 D_real: 1.033 D_fake: 0.554 (epoch: 91, iters: 1280, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.934 G_ID: 0.212 G_Rec: 0.376 D_GP: 0.118 D_real: 0.639 D_fake: 0.852 (epoch: 91, iters: 1680, time: 0.064) G_GAN: 0.533 G_GAN_Feat: 1.260 G_ID: 0.281 G_Rec: 0.414 D_GP: 0.204 D_real: 0.514 D_fake: 0.472 (epoch: 91, iters: 2080, time: 0.064) G_GAN: 0.133 G_GAN_Feat: 0.717 G_ID: 0.192 G_Rec: 0.342 D_GP: 0.027 D_real: 1.013 D_fake: 0.867 (epoch: 91, iters: 2480, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 0.849 G_ID: 0.300 G_Rec: 0.392 D_GP: 0.029 D_real: 1.187 D_fake: 0.476 (epoch: 91, iters: 2880, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.831 G_ID: 0.177 G_Rec: 0.361 D_GP: 0.039 D_real: 1.188 D_fake: 0.631 (epoch: 91, iters: 3280, time: 0.064) G_GAN: 0.644 G_GAN_Feat: 0.865 G_ID: 0.317 G_Rec: 0.464 D_GP: 0.023 D_real: 1.450 D_fake: 0.363 (epoch: 91, iters: 3680, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.830 G_ID: 0.175 G_Rec: 0.427 D_GP: 0.050 D_real: 1.129 D_fake: 0.579 (epoch: 91, iters: 4080, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.800 G_ID: 0.299 G_Rec: 0.381 D_GP: 0.025 D_real: 1.069 D_fake: 0.653 (epoch: 91, iters: 4480, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 0.800 G_ID: 0.187 G_Rec: 0.375 D_GP: 0.035 D_real: 1.097 D_fake: 0.593 (epoch: 91, iters: 4880, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 1.155 G_ID: 0.344 G_Rec: 0.381 D_GP: 0.069 D_real: 0.504 D_fake: 0.485 (epoch: 91, iters: 5280, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.706 G_ID: 0.204 G_Rec: 0.446 D_GP: 0.023 D_real: 1.194 D_fake: 0.678 (epoch: 91, iters: 5680, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.959 G_ID: 0.283 G_Rec: 0.384 D_GP: 0.040 D_real: 0.904 D_fake: 0.550 (epoch: 91, iters: 6080, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 1.003 G_ID: 0.197 G_Rec: 0.421 D_GP: 0.040 D_real: 1.167 D_fake: 0.656 (epoch: 91, iters: 6480, time: 0.064) G_GAN: 0.547 G_GAN_Feat: 1.039 G_ID: 0.325 G_Rec: 0.398 D_GP: 0.079 D_real: 0.840 D_fake: 0.478 (epoch: 91, iters: 6880, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.770 G_ID: 0.158 G_Rec: 0.363 D_GP: 0.024 D_real: 1.252 D_fake: 0.530 (epoch: 91, iters: 7280, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 1.223 G_ID: 0.311 G_Rec: 0.419 D_GP: 0.066 D_real: 0.554 D_fake: 0.548 (epoch: 91, iters: 7680, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 1.147 G_ID: 0.177 G_Rec: 0.434 D_GP: 0.385 D_real: 0.432 D_fake: 0.805 (epoch: 91, iters: 8080, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.811 G_ID: 0.334 G_Rec: 0.386 D_GP: 0.037 D_real: 0.806 D_fake: 0.926 (epoch: 91, iters: 8480, time: 0.064) G_GAN: 0.035 G_GAN_Feat: 0.751 G_ID: 0.192 G_Rec: 0.363 D_GP: 0.027 D_real: 0.872 D_fake: 0.965 (epoch: 92, iters: 272, time: 0.064) G_GAN: 0.664 G_GAN_Feat: 0.931 G_ID: 0.308 G_Rec: 0.387 D_GP: 0.042 D_real: 1.213 D_fake: 0.348 (epoch: 92, iters: 672, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.654 G_ID: 0.199 G_Rec: 0.360 D_GP: 0.023 D_real: 1.361 D_fake: 0.617 (epoch: 92, iters: 1072, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.900 G_ID: 0.333 G_Rec: 0.375 D_GP: 0.037 D_real: 1.035 D_fake: 0.720 (epoch: 92, iters: 1472, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.668 G_ID: 0.245 G_Rec: 0.345 D_GP: 0.024 D_real: 1.284 D_fake: 0.602 (epoch: 92, iters: 1872, time: 0.064) G_GAN: 0.487 G_GAN_Feat: 0.740 G_ID: 0.311 G_Rec: 0.387 D_GP: 0.025 D_real: 1.233 D_fake: 0.514 (epoch: 92, iters: 2272, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.870 G_ID: 0.194 G_Rec: 0.361 D_GP: 0.060 D_real: 0.840 D_fake: 0.690 (epoch: 92, iters: 2672, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 1.151 G_ID: 0.278 G_Rec: 0.399 D_GP: 0.281 D_real: 0.467 D_fake: 0.448 (epoch: 92, iters: 3072, time: 0.064) G_GAN: 0.540 G_GAN_Feat: 0.850 G_ID: 0.230 G_Rec: 0.415 D_GP: 0.046 D_real: 1.235 D_fake: 0.496 (epoch: 92, iters: 3472, time: 0.064) G_GAN: 0.761 G_GAN_Feat: 1.052 G_ID: 0.303 G_Rec: 0.437 D_GP: 0.169 D_real: 1.014 D_fake: 0.338 (epoch: 92, iters: 3872, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.585 G_ID: 0.165 G_Rec: 0.414 D_GP: 0.016 D_real: 1.260 D_fake: 0.654 (epoch: 92, iters: 4272, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.683 G_ID: 0.288 G_Rec: 0.416 D_GP: 0.018 D_real: 1.316 D_fake: 0.592 (epoch: 92, iters: 4672, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.737 G_ID: 0.173 G_Rec: 0.406 D_GP: 0.023 D_real: 1.151 D_fake: 0.709 (epoch: 92, iters: 5072, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.766 G_ID: 0.292 G_Rec: 0.419 D_GP: 0.027 D_real: 0.906 D_fake: 0.823 (epoch: 92, iters: 5472, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.716 G_ID: 0.193 G_Rec: 0.344 D_GP: 0.040 D_real: 1.026 D_fake: 0.719 (epoch: 92, iters: 5872, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.826 G_ID: 0.302 G_Rec: 0.377 D_GP: 0.054 D_real: 0.852 D_fake: 0.763 (epoch: 92, iters: 6272, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.914 G_ID: 0.170 G_Rec: 0.404 D_GP: 0.075 D_real: 0.739 D_fake: 0.704 (epoch: 92, iters: 6672, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.873 G_ID: 0.313 G_Rec: 0.387 D_GP: 0.043 D_real: 1.039 D_fake: 0.693 (epoch: 92, iters: 7072, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.722 G_ID: 0.202 G_Rec: 0.367 D_GP: 0.029 D_real: 1.293 D_fake: 0.541 (epoch: 92, iters: 7472, time: 0.064) G_GAN: 0.614 G_GAN_Feat: 0.937 G_ID: 0.309 G_Rec: 0.415 D_GP: 0.086 D_real: 0.985 D_fake: 0.395 (epoch: 92, iters: 7872, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.710 G_ID: 0.172 G_Rec: 0.391 D_GP: 0.025 D_real: 1.147 D_fake: 0.696 (epoch: 92, iters: 8272, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.787 G_ID: 0.303 G_Rec: 0.400 D_GP: 0.033 D_real: 0.955 D_fake: 0.774 (epoch: 93, iters: 64, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.836 G_ID: 0.182 G_Rec: 0.396 D_GP: 0.108 D_real: 0.759 D_fake: 0.837 (epoch: 93, iters: 464, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.854 G_ID: 0.333 G_Rec: 0.405 D_GP: 0.023 D_real: 1.024 D_fake: 0.691 (epoch: 93, iters: 864, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.863 G_ID: 0.220 G_Rec: 0.397 D_GP: 0.049 D_real: 0.974 D_fake: 0.655 (epoch: 93, iters: 1264, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.971 G_ID: 0.319 G_Rec: 0.387 D_GP: 0.207 D_real: 0.612 D_fake: 0.821 (epoch: 93, iters: 1664, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 0.706 G_ID: 0.205 G_Rec: 0.333 D_GP: 0.033 D_real: 1.022 D_fake: 0.795 (epoch: 93, iters: 2064, time: 0.064) G_GAN: 0.099 G_GAN_Feat: 0.753 G_ID: 0.338 G_Rec: 0.428 D_GP: 0.025 D_real: 0.879 D_fake: 0.901 (epoch: 93, iters: 2464, time: 0.064) G_GAN: 0.031 G_GAN_Feat: 0.666 G_ID: 0.154 G_Rec: 0.360 D_GP: 0.025 D_real: 0.872 D_fake: 0.969 (epoch: 93, iters: 2864, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.853 G_ID: 0.309 G_Rec: 0.378 D_GP: 0.047 D_real: 1.020 D_fake: 0.631 (epoch: 93, iters: 3264, time: 0.064) G_GAN: 0.000 G_GAN_Feat: 0.748 G_ID: 0.155 G_Rec: 0.370 D_GP: 0.053 D_real: 0.699 D_fake: 1.000 (epoch: 93, iters: 3664, time: 0.064) G_GAN: 0.802 G_GAN_Feat: 0.808 G_ID: 0.305 G_Rec: 0.357 D_GP: 0.032 D_real: 1.417 D_fake: 0.232 (epoch: 93, iters: 4064, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.798 G_ID: 0.188 G_Rec: 0.339 D_GP: 0.032 D_real: 1.269 D_fake: 0.622 (epoch: 93, iters: 4464, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 0.936 G_ID: 0.248 G_Rec: 0.376 D_GP: 0.032 D_real: 0.734 D_fake: 0.906 (epoch: 93, iters: 4864, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.846 G_ID: 0.199 G_Rec: 0.398 D_GP: 0.058 D_real: 1.208 D_fake: 0.579 (epoch: 93, iters: 5264, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 1.089 G_ID: 0.268 G_Rec: 0.414 D_GP: 0.083 D_real: 0.365 D_fake: 0.670 (epoch: 93, iters: 5664, time: 0.064) G_GAN: -0.014 G_GAN_Feat: 0.766 G_ID: 0.194 G_Rec: 0.446 D_GP: 0.025 D_real: 0.779 D_fake: 1.014 (epoch: 93, iters: 6064, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.839 G_ID: 0.294 G_Rec: 0.368 D_GP: 0.036 D_real: 0.707 D_fake: 0.959 (epoch: 93, iters: 6464, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 1.039 G_ID: 0.174 G_Rec: 0.393 D_GP: 0.205 D_real: 0.538 D_fake: 0.625 (epoch: 93, iters: 6864, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.975 G_ID: 0.297 G_Rec: 0.445 D_GP: 0.049 D_real: 0.690 D_fake: 0.784 (epoch: 93, iters: 7264, time: 0.064) G_GAN: 0.664 G_GAN_Feat: 0.872 G_ID: 0.183 G_Rec: 0.342 D_GP: 0.063 D_real: 1.233 D_fake: 0.496 (epoch: 93, iters: 7664, time: 0.064) G_GAN: 0.685 G_GAN_Feat: 1.040 G_ID: 0.312 G_Rec: 0.446 D_GP: 0.112 D_real: 1.056 D_fake: 0.388 (epoch: 93, iters: 8064, time: 0.064) G_GAN: 0.856 G_GAN_Feat: 0.879 G_ID: 0.210 G_Rec: 0.381 D_GP: 0.064 D_real: 1.354 D_fake: 0.403 (epoch: 93, iters: 8464, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 1.010 G_ID: 0.278 G_Rec: 0.413 D_GP: 0.035 D_real: 0.783 D_fake: 0.704 (epoch: 94, iters: 256, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.619 G_ID: 0.221 G_Rec: 0.408 D_GP: 0.020 D_real: 1.334 D_fake: 0.551 (epoch: 94, iters: 656, time: 0.064) G_GAN: 0.488 G_GAN_Feat: 0.762 G_ID: 0.302 G_Rec: 0.398 D_GP: 0.027 D_real: 1.233 D_fake: 0.514 (epoch: 94, iters: 1056, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.969 G_ID: 0.200 G_Rec: 0.378 D_GP: 0.070 D_real: 0.793 D_fake: 0.670 (epoch: 94, iters: 1456, time: 0.064) G_GAN: 0.674 G_GAN_Feat: 0.747 G_ID: 0.270 G_Rec: 0.411 D_GP: 0.026 D_real: 1.398 D_fake: 0.345 (epoch: 94, iters: 1856, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 0.712 G_ID: 0.165 G_Rec: 0.364 D_GP: 0.033 D_real: 1.375 D_fake: 0.475 (epoch: 94, iters: 2256, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.728 G_ID: 0.305 G_Rec: 0.347 D_GP: 0.029 D_real: 1.250 D_fake: 0.569 (epoch: 94, iters: 2656, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.665 G_ID: 0.197 G_Rec: 0.361 D_GP: 0.025 D_real: 1.078 D_fake: 0.704 (epoch: 94, iters: 3056, time: 0.064) G_GAN: 0.588 G_GAN_Feat: 0.961 G_ID: 0.310 G_Rec: 0.389 D_GP: 0.054 D_real: 1.054 D_fake: 0.423 (epoch: 94, iters: 3456, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.745 G_ID: 0.185 G_Rec: 0.354 D_GP: 0.036 D_real: 0.958 D_fake: 0.781 (epoch: 94, iters: 3856, time: 0.064) G_GAN: 0.568 G_GAN_Feat: 0.804 G_ID: 0.263 G_Rec: 0.368 D_GP: 0.035 D_real: 1.342 D_fake: 0.443 (epoch: 94, iters: 4256, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.630 G_ID: 0.186 G_Rec: 0.366 D_GP: 0.023 D_real: 1.114 D_fake: 0.728 (epoch: 94, iters: 4656, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.819 G_ID: 0.320 G_Rec: 0.387 D_GP: 0.043 D_real: 0.773 D_fake: 0.847 (epoch: 94, iters: 5056, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.642 G_ID: 0.172 G_Rec: 0.378 D_GP: 0.030 D_real: 1.077 D_fake: 0.813 (epoch: 94, iters: 5456, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.892 G_ID: 0.316 G_Rec: 0.393 D_GP: 0.062 D_real: 1.066 D_fake: 0.499 (epoch: 94, iters: 5856, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.680 G_ID: 0.183 G_Rec: 0.374 D_GP: 0.027 D_real: 1.086 D_fake: 0.704 (epoch: 94, iters: 6256, time: 0.064) G_GAN: 0.595 G_GAN_Feat: 0.836 G_ID: 0.313 G_Rec: 0.375 D_GP: 0.044 D_real: 1.223 D_fake: 0.409 (epoch: 94, iters: 6656, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 1.022 G_ID: 0.193 G_Rec: 0.379 D_GP: 0.201 D_real: 0.454 D_fake: 0.694 (epoch: 94, iters: 7056, time: 0.064) G_GAN: 0.556 G_GAN_Feat: 1.168 G_ID: 0.271 G_Rec: 0.419 D_GP: 0.263 D_real: 0.653 D_fake: 0.457 (epoch: 94, iters: 7456, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.640 G_ID: 0.161 G_Rec: 0.346 D_GP: 0.024 D_real: 1.238 D_fake: 0.662 (epoch: 94, iters: 7856, time: 0.064) G_GAN: 0.542 G_GAN_Feat: 0.787 G_ID: 0.275 G_Rec: 0.381 D_GP: 0.034 D_real: 1.293 D_fake: 0.488 (epoch: 94, iters: 8256, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.796 G_ID: 0.241 G_Rec: 0.357 D_GP: 0.054 D_real: 1.208 D_fake: 0.526 (epoch: 95, iters: 48, time: 0.064) G_GAN: 0.480 G_GAN_Feat: 1.107 G_ID: 0.267 G_Rec: 0.435 D_GP: 0.122 D_real: 0.533 D_fake: 0.521 (epoch: 95, iters: 448, time: 0.064) G_GAN: -0.071 G_GAN_Feat: 0.872 G_ID: 0.200 G_Rec: 0.391 D_GP: 0.070 D_real: 0.561 D_fake: 1.071 (epoch: 95, iters: 848, time: 0.064) G_GAN: 0.634 G_GAN_Feat: 1.181 G_ID: 0.275 G_Rec: 0.387 D_GP: 0.449 D_real: 0.591 D_fake: 0.382 (epoch: 95, iters: 1248, time: 0.064) G_GAN: 0.024 G_GAN_Feat: 0.871 G_ID: 0.226 G_Rec: 0.383 D_GP: 0.093 D_real: 0.593 D_fake: 0.976 (epoch: 95, iters: 1648, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.670 G_ID: 0.275 G_Rec: 0.416 D_GP: 0.018 D_real: 1.343 D_fake: 0.567 (epoch: 95, iters: 2048, time: 0.064) G_GAN: 0.430 G_GAN_Feat: 0.624 G_ID: 0.223 G_Rec: 0.356 D_GP: 0.019 D_real: 1.301 D_fake: 0.574 (epoch: 95, iters: 2448, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.729 G_ID: 0.261 G_Rec: 0.403 D_GP: 0.023 D_real: 0.976 D_fake: 0.877 (epoch: 95, iters: 2848, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.634 G_ID: 0.166 G_Rec: 0.359 D_GP: 0.025 D_real: 1.165 D_fake: 0.709 (epoch: 95, iters: 3248, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.744 G_ID: 0.309 G_Rec: 0.383 D_GP: 0.031 D_real: 0.952 D_fake: 0.830 (epoch: 95, iters: 3648, time: 0.064) G_GAN: -0.005 G_GAN_Feat: 0.720 G_ID: 0.225 G_Rec: 0.390 D_GP: 0.047 D_real: 0.750 D_fake: 1.005 (epoch: 95, iters: 4048, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.752 G_ID: 0.306 G_Rec: 0.403 D_GP: 0.022 D_real: 0.986 D_fake: 0.685 (epoch: 95, iters: 4448, time: 0.064) G_GAN: -0.037 G_GAN_Feat: 0.797 G_ID: 0.160 G_Rec: 0.362 D_GP: 0.081 D_real: 0.670 D_fake: 1.037 (epoch: 95, iters: 4848, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.805 G_ID: 0.330 G_Rec: 0.418 D_GP: 0.033 D_real: 1.093 D_fake: 0.682 (epoch: 95, iters: 5248, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.822 G_ID: 0.215 G_Rec: 0.353 D_GP: 0.040 D_real: 0.965 D_fake: 0.727 (epoch: 95, iters: 5648, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.815 G_ID: 0.268 G_Rec: 0.384 D_GP: 0.039 D_real: 1.038 D_fake: 0.677 (epoch: 95, iters: 6048, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.784 G_ID: 0.200 G_Rec: 0.335 D_GP: 0.041 D_real: 0.935 D_fake: 0.675 (epoch: 95, iters: 6448, time: 0.064) G_GAN: -0.013 G_GAN_Feat: 1.069 G_ID: 0.309 G_Rec: 0.388 D_GP: 0.047 D_real: 0.220 D_fake: 1.013 (epoch: 95, iters: 6848, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.676 G_ID: 0.200 G_Rec: 0.324 D_GP: 0.020 D_real: 1.170 D_fake: 0.682 (epoch: 95, iters: 7248, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 0.870 G_ID: 0.270 G_Rec: 0.405 D_GP: 0.029 D_real: 1.116 D_fake: 0.457 (epoch: 95, iters: 7648, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 0.790 G_ID: 0.170 G_Rec: 0.350 D_GP: 0.075 D_real: 1.140 D_fake: 0.549 (epoch: 95, iters: 8048, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 1.308 G_ID: 0.320 G_Rec: 0.402 D_GP: 0.421 D_real: 0.552 D_fake: 0.678 (epoch: 95, iters: 8448, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 1.082 G_ID: 0.167 G_Rec: 0.391 D_GP: 0.193 D_real: 0.457 D_fake: 0.653 (epoch: 96, iters: 240, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 1.021 G_ID: 0.273 G_Rec: 0.432 D_GP: 0.111 D_real: 1.027 D_fake: 0.559 (epoch: 96, iters: 640, time: 0.064) G_GAN: 0.037 G_GAN_Feat: 0.747 G_ID: 0.173 G_Rec: 0.337 D_GP: 0.031 D_real: 0.857 D_fake: 0.963 (epoch: 96, iters: 1040, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 0.729 G_ID: 0.336 G_Rec: 0.393 D_GP: 0.022 D_real: 1.153 D_fake: 0.677 (epoch: 96, iters: 1440, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.624 G_ID: 0.165 G_Rec: 0.367 D_GP: 0.020 D_real: 1.308 D_fake: 0.620 (epoch: 96, iters: 1840, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.759 G_ID: 0.307 G_Rec: 0.394 D_GP: 0.027 D_real: 1.066 D_fake: 0.636 (epoch: 96, iters: 2240, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.727 G_ID: 0.190 G_Rec: 0.369 D_GP: 0.048 D_real: 1.012 D_fake: 0.815 (epoch: 96, iters: 2640, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.898 G_ID: 0.277 G_Rec: 0.390 D_GP: 0.069 D_real: 1.019 D_fake: 0.531 (epoch: 96, iters: 3040, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.751 G_ID: 0.196 G_Rec: 0.351 D_GP: 0.050 D_real: 1.047 D_fake: 0.675 (epoch: 96, iters: 3440, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 0.903 G_ID: 0.279 G_Rec: 0.395 D_GP: 0.043 D_real: 0.955 D_fake: 0.593 (epoch: 96, iters: 3840, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.867 G_ID: 0.190 G_Rec: 0.374 D_GP: 0.048 D_real: 0.782 D_fake: 0.727 (epoch: 96, iters: 4240, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.755 G_ID: 0.293 G_Rec: 0.380 D_GP: 0.028 D_real: 0.813 D_fake: 0.913 (epoch: 96, iters: 4640, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 0.962 G_ID: 0.168 G_Rec: 0.394 D_GP: 0.141 D_real: 0.509 D_fake: 0.776 (epoch: 96, iters: 5040, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.806 G_ID: 0.297 G_Rec: 0.403 D_GP: 0.035 D_real: 1.100 D_fake: 0.686 (epoch: 96, iters: 5440, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.690 G_ID: 0.183 G_Rec: 0.334 D_GP: 0.024 D_real: 1.002 D_fake: 0.853 (epoch: 96, iters: 5840, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 1.015 G_ID: 0.274 G_Rec: 0.397 D_GP: 0.139 D_real: 0.762 D_fake: 0.553 (epoch: 96, iters: 6240, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.667 G_ID: 0.185 G_Rec: 0.350 D_GP: 0.027 D_real: 1.164 D_fake: 0.719 (epoch: 96, iters: 6640, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.867 G_ID: 0.264 G_Rec: 0.406 D_GP: 0.044 D_real: 0.978 D_fake: 0.661 (epoch: 96, iters: 7040, time: 0.064) G_GAN: 0.496 G_GAN_Feat: 0.764 G_ID: 0.189 G_Rec: 0.358 D_GP: 0.031 D_real: 1.257 D_fake: 0.513 (epoch: 96, iters: 7440, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.821 G_ID: 0.243 G_Rec: 0.365 D_GP: 0.034 D_real: 1.058 D_fake: 0.698 (epoch: 96, iters: 7840, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.901 G_ID: 0.174 G_Rec: 0.361 D_GP: 0.043 D_real: 1.159 D_fake: 0.581 (epoch: 96, iters: 8240, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.999 G_ID: 0.304 G_Rec: 0.393 D_GP: 0.088 D_real: 0.528 D_fake: 0.688 (epoch: 97, iters: 32, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.786 G_ID: 0.190 G_Rec: 0.364 D_GP: 0.048 D_real: 1.145 D_fake: 0.663 (epoch: 97, iters: 432, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.799 G_ID: 0.333 G_Rec: 0.397 D_GP: 0.041 D_real: 0.840 D_fake: 0.861 (epoch: 97, iters: 832, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 1.120 G_ID: 0.218 G_Rec: 0.404 D_GP: 0.161 D_real: 0.382 D_fake: 0.836 (epoch: 97, iters: 1232, time: 0.064) G_GAN: 0.655 G_GAN_Feat: 0.976 G_ID: 0.276 G_Rec: 0.412 D_GP: 0.050 D_real: 1.069 D_fake: 0.361 (epoch: 97, iters: 1632, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.914 G_ID: 0.200 G_Rec: 0.335 D_GP: 0.046 D_real: 0.964 D_fake: 0.671 (epoch: 97, iters: 2032, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.716 G_ID: 0.228 G_Rec: 0.357 D_GP: 0.024 D_real: 1.333 D_fake: 0.498 (epoch: 97, iters: 2432, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.658 G_ID: 0.186 G_Rec: 0.332 D_GP: 0.025 D_real: 1.149 D_fake: 0.703 (epoch: 97, iters: 2832, time: 0.064) G_GAN: 0.612 G_GAN_Feat: 0.833 G_ID: 0.295 G_Rec: 0.374 D_GP: 0.035 D_real: 1.345 D_fake: 0.393 (epoch: 97, iters: 3232, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.959 G_ID: 0.160 G_Rec: 0.376 D_GP: 0.054 D_real: 0.683 D_fake: 0.642 (epoch: 97, iters: 3632, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.839 G_ID: 0.302 G_Rec: 0.397 D_GP: 0.032 D_real: 1.124 D_fake: 0.588 (epoch: 97, iters: 4032, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.888 G_ID: 0.150 G_Rec: 0.341 D_GP: 0.102 D_real: 0.751 D_fake: 0.724 (epoch: 97, iters: 4432, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.965 G_ID: 0.296 G_Rec: 0.396 D_GP: 0.045 D_real: 1.031 D_fake: 0.548 (epoch: 97, iters: 4832, time: 0.064) G_GAN: 0.577 G_GAN_Feat: 0.789 G_ID: 0.209 G_Rec: 0.388 D_GP: 0.062 D_real: 1.308 D_fake: 0.443 (epoch: 97, iters: 5232, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 0.832 G_ID: 0.285 G_Rec: 0.393 D_GP: 0.032 D_real: 0.723 D_fake: 0.914 (epoch: 97, iters: 5632, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.754 G_ID: 0.187 G_Rec: 0.388 D_GP: 0.041 D_real: 1.057 D_fake: 0.683 (epoch: 97, iters: 6032, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.989 G_ID: 0.318 G_Rec: 0.381 D_GP: 0.086 D_real: 0.670 D_fake: 0.555 (epoch: 97, iters: 6432, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.682 G_ID: 0.179 G_Rec: 0.369 D_GP: 0.023 D_real: 1.106 D_fake: 0.799 (epoch: 97, iters: 6832, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.758 G_ID: 0.270 G_Rec: 0.387 D_GP: 0.025 D_real: 1.109 D_fake: 0.604 (epoch: 97, iters: 7232, time: 0.064) G_GAN: 0.015 G_GAN_Feat: 0.906 G_ID: 0.178 G_Rec: 0.390 D_GP: 0.190 D_real: 0.594 D_fake: 0.985 (epoch: 97, iters: 7632, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 0.876 G_ID: 0.317 G_Rec: 0.408 D_GP: 0.050 D_real: 1.175 D_fake: 0.502 (epoch: 97, iters: 8032, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.786 G_ID: 0.173 G_Rec: 0.348 D_GP: 0.033 D_real: 1.290 D_fake: 0.488 (epoch: 97, iters: 8432, time: 0.064) G_GAN: 0.585 G_GAN_Feat: 1.036 G_ID: 0.307 G_Rec: 0.432 D_GP: 0.125 D_real: 0.794 D_fake: 0.428 (epoch: 98, iters: 224, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.692 G_ID: 0.173 G_Rec: 0.345 D_GP: 0.030 D_real: 1.170 D_fake: 0.626 (epoch: 98, iters: 624, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.762 G_ID: 0.321 G_Rec: 0.407 D_GP: 0.027 D_real: 1.108 D_fake: 0.649 (epoch: 98, iters: 1024, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.962 G_ID: 0.182 G_Rec: 0.399 D_GP: 0.076 D_real: 0.500 D_fake: 0.823 (epoch: 98, iters: 1424, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.978 G_ID: 0.261 G_Rec: 0.443 D_GP: 0.045 D_real: 0.920 D_fake: 0.577 (epoch: 98, iters: 1824, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.927 G_ID: 0.174 G_Rec: 0.391 D_GP: 0.028 D_real: 1.051 D_fake: 0.710 (epoch: 98, iters: 2224, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.780 G_ID: 0.288 G_Rec: 0.402 D_GP: 0.022 D_real: 0.942 D_fake: 0.833 (epoch: 98, iters: 2624, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.835 G_ID: 0.176 G_Rec: 0.361 D_GP: 0.055 D_real: 0.792 D_fake: 0.857 (epoch: 98, iters: 3024, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 1.069 G_ID: 0.318 G_Rec: 0.459 D_GP: 0.140 D_real: 0.429 D_fake: 0.762 (epoch: 98, iters: 3424, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.826 G_ID: 0.164 G_Rec: 0.374 D_GP: 0.037 D_real: 1.342 D_fake: 0.423 (epoch: 98, iters: 3824, time: 0.064) G_GAN: 0.473 G_GAN_Feat: 0.926 G_ID: 0.330 G_Rec: 0.387 D_GP: 0.049 D_real: 0.994 D_fake: 0.528 (epoch: 98, iters: 4224, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.760 G_ID: 0.191 G_Rec: 0.357 D_GP: 0.031 D_real: 1.024 D_fake: 0.715 (epoch: 98, iters: 4624, time: 0.064) G_GAN: 0.594 G_GAN_Feat: 1.090 G_ID: 0.263 G_Rec: 0.401 D_GP: 0.103 D_real: 0.863 D_fake: 0.442 (epoch: 98, iters: 5024, time: 0.064) G_GAN: 0.049 G_GAN_Feat: 0.795 G_ID: 0.163 G_Rec: 0.347 D_GP: 0.045 D_real: 0.762 D_fake: 0.952 (epoch: 98, iters: 5424, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.824 G_ID: 0.287 G_Rec: 0.372 D_GP: 0.030 D_real: 1.030 D_fake: 0.659 (epoch: 98, iters: 5824, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.910 G_ID: 0.168 G_Rec: 0.425 D_GP: 0.061 D_real: 0.591 D_fake: 0.916 (epoch: 98, iters: 6224, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 1.198 G_ID: 0.255 G_Rec: 0.386 D_GP: 0.368 D_real: 0.549 D_fake: 0.735 (epoch: 98, iters: 6624, time: 0.064) G_GAN: 0.399 G_GAN_Feat: 0.751 G_ID: 0.188 G_Rec: 0.372 D_GP: 0.030 D_real: 1.237 D_fake: 0.604 (epoch: 98, iters: 7024, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.812 G_ID: 0.260 G_Rec: 0.401 D_GP: 0.032 D_real: 0.875 D_fake: 0.846 (epoch: 98, iters: 7424, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.841 G_ID: 0.172 G_Rec: 0.356 D_GP: 0.062 D_real: 0.803 D_fake: 0.754 (epoch: 98, iters: 7824, time: 0.064) G_GAN: 0.498 G_GAN_Feat: 0.709 G_ID: 0.310 G_Rec: 0.393 D_GP: 0.020 D_real: 1.324 D_fake: 0.504 (epoch: 98, iters: 8224, time: 0.064) G_GAN: 0.024 G_GAN_Feat: 0.717 G_ID: 0.170 G_Rec: 0.374 D_GP: 0.023 D_real: 0.944 D_fake: 0.976 (epoch: 99, iters: 16, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.863 G_ID: 0.308 G_Rec: 0.400 D_GP: 0.034 D_real: 0.918 D_fake: 0.713 (epoch: 99, iters: 416, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 0.781 G_ID: 0.160 G_Rec: 0.361 D_GP: 0.037 D_real: 1.394 D_fake: 0.434 (epoch: 99, iters: 816, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.903 G_ID: 0.290 G_Rec: 0.366 D_GP: 0.055 D_real: 0.860 D_fake: 0.703 (epoch: 99, iters: 1216, time: 0.064) G_GAN: 0.735 G_GAN_Feat: 0.858 G_ID: 0.168 G_Rec: 0.344 D_GP: 0.078 D_real: 1.299 D_fake: 0.336 (epoch: 99, iters: 1616, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 1.304 G_ID: 0.291 G_Rec: 0.384 D_GP: 0.108 D_real: 0.440 D_fake: 0.631 (epoch: 99, iters: 2016, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.617 G_ID: 0.162 G_Rec: 0.391 D_GP: 0.024 D_real: 1.259 D_fake: 0.706 (epoch: 99, iters: 2416, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.957 G_ID: 0.313 G_Rec: 0.451 D_GP: 0.059 D_real: 0.790 D_fake: 0.773 (epoch: 99, iters: 2816, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.720 G_ID: 0.185 G_Rec: 0.355 D_GP: 0.026 D_real: 1.118 D_fake: 0.692 (epoch: 99, iters: 3216, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 0.816 G_ID: 0.270 G_Rec: 0.356 D_GP: 0.053 D_real: 1.133 D_fake: 0.522 (epoch: 99, iters: 3616, time: 0.064) G_GAN: 0.042 G_GAN_Feat: 0.754 G_ID: 0.216 G_Rec: 0.380 D_GP: 0.031 D_real: 0.903 D_fake: 0.958 (epoch: 99, iters: 4016, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.868 G_ID: 0.240 G_Rec: 0.386 D_GP: 0.033 D_real: 1.036 D_fake: 0.608 (epoch: 99, iters: 4416, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.806 G_ID: 0.169 G_Rec: 0.362 D_GP: 0.038 D_real: 1.211 D_fake: 0.681 (epoch: 99, iters: 4816, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 1.025 G_ID: 0.298 G_Rec: 0.392 D_GP: 0.075 D_real: 0.773 D_fake: 0.588 (epoch: 99, iters: 5216, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.957 G_ID: 0.183 G_Rec: 0.356 D_GP: 0.087 D_real: 0.868 D_fake: 0.652 (epoch: 99, iters: 5616, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.986 G_ID: 0.304 G_Rec: 0.422 D_GP: 0.112 D_real: 0.756 D_fake: 0.756 (epoch: 99, iters: 6016, time: 0.064) G_GAN: 0.633 G_GAN_Feat: 1.019 G_ID: 0.175 G_Rec: 0.400 D_GP: 0.139 D_real: 1.024 D_fake: 0.499 (epoch: 99, iters: 6416, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 1.122 G_ID: 0.290 G_Rec: 0.450 D_GP: 0.189 D_real: 0.560 D_fake: 0.745 (epoch: 99, iters: 6816, time: 0.064) G_GAN: 0.071 G_GAN_Feat: 0.854 G_ID: 0.179 G_Rec: 0.342 D_GP: 0.043 D_real: 0.693 D_fake: 0.929 (epoch: 99, iters: 7216, time: 0.064) G_GAN: 0.434 G_GAN_Feat: 1.059 G_ID: 0.274 G_Rec: 0.374 D_GP: 0.062 D_real: 0.752 D_fake: 0.578 (epoch: 99, iters: 7616, time: 0.064) G_GAN: 0.691 G_GAN_Feat: 1.015 G_ID: 0.178 G_Rec: 0.370 D_GP: 0.115 D_real: 0.837 D_fake: 0.331 (epoch: 99, iters: 8016, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.936 G_ID: 0.328 G_Rec: 0.374 D_GP: 0.093 D_real: 0.807 D_fake: 0.579 (epoch: 99, iters: 8416, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.873 G_ID: 0.160 G_Rec: 0.381 D_GP: 0.031 D_real: 1.032 D_fake: 0.676 (epoch: 100, iters: 208, time: 0.064) G_GAN: 0.745 G_GAN_Feat: 0.973 G_ID: 0.293 G_Rec: 0.393 D_GP: 0.050 D_real: 1.343 D_fake: 0.344 (epoch: 100, iters: 608, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.784 G_ID: 0.187 G_Rec: 0.360 D_GP: 0.045 D_real: 1.105 D_fake: 0.634 (epoch: 100, iters: 1008, time: 0.064) G_GAN: 0.634 G_GAN_Feat: 1.135 G_ID: 0.303 G_Rec: 0.407 D_GP: 0.197 D_real: 0.779 D_fake: 0.448 (epoch: 100, iters: 1408, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.724 G_ID: 0.160 G_Rec: 0.402 D_GP: 0.029 D_real: 1.147 D_fake: 0.689 (epoch: 100, iters: 1808, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.993 G_ID: 0.274 G_Rec: 0.387 D_GP: 0.046 D_real: 0.629 D_fake: 0.681 (epoch: 100, iters: 2208, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 1.004 G_ID: 0.186 G_Rec: 0.400 D_GP: 0.101 D_real: 0.568 D_fake: 0.763 (epoch: 100, iters: 2608, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.894 G_ID: 0.344 G_Rec: 0.399 D_GP: 0.024 D_real: 0.935 D_fake: 0.822 (epoch: 100, iters: 3008, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.778 G_ID: 0.180 G_Rec: 0.366 D_GP: 0.032 D_real: 1.063 D_fake: 0.847 (epoch: 100, iters: 3408, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.838 G_ID: 0.273 G_Rec: 0.444 D_GP: 0.020 D_real: 1.137 D_fake: 0.713 (epoch: 100, iters: 3808, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.832 G_ID: 0.194 G_Rec: 0.389 D_GP: 0.031 D_real: 1.034 D_fake: 0.714 (epoch: 100, iters: 4208, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.820 G_ID: 0.300 G_Rec: 0.448 D_GP: 0.022 D_real: 1.021 D_fake: 0.710 (epoch: 100, iters: 4608, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.716 G_ID: 0.170 G_Rec: 0.317 D_GP: 0.036 D_real: 1.090 D_fake: 0.698 (epoch: 100, iters: 5008, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 1.058 G_ID: 0.261 G_Rec: 0.405 D_GP: 0.050 D_real: 0.481 D_fake: 0.662 (epoch: 100, iters: 5408, time: 0.064) G_GAN: 0.528 G_GAN_Feat: 1.171 G_ID: 0.172 G_Rec: 0.401 D_GP: 0.259 D_real: 1.067 D_fake: 0.523 (epoch: 100, iters: 5808, time: 0.064) G_GAN: 0.593 G_GAN_Feat: 0.989 G_ID: 0.294 G_Rec: 0.399 D_GP: 0.029 D_real: 1.040 D_fake: 0.411 (epoch: 100, iters: 6208, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 0.846 G_ID: 0.172 G_Rec: 0.403 D_GP: 0.049 D_real: 1.210 D_fake: 0.552 (epoch: 100, iters: 6608, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.954 G_ID: 0.265 G_Rec: 0.454 D_GP: 0.033 D_real: 0.674 D_fake: 0.762 (epoch: 100, iters: 7008, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.745 G_ID: 0.151 G_Rec: 0.356 D_GP: 0.022 D_real: 1.046 D_fake: 0.786 (epoch: 100, iters: 7408, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.738 G_ID: 0.286 G_Rec: 0.356 D_GP: 0.027 D_real: 0.928 D_fake: 0.894 (epoch: 100, iters: 7808, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 1.120 G_ID: 0.187 G_Rec: 0.370 D_GP: 0.102 D_real: 0.413 D_fake: 0.866 (epoch: 100, iters: 8208, time: 0.064) G_GAN: 0.051 G_GAN_Feat: 1.090 G_ID: 0.322 G_Rec: 0.414 D_GP: 0.390 D_real: 0.526 D_fake: 0.950 (epoch: 100, iters: 8608, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.715 G_ID: 0.187 G_Rec: 0.339 D_GP: 0.033 D_real: 1.008 D_fake: 0.810 (epoch: 101, iters: 400, time: 0.064) G_GAN: 0.617 G_GAN_Feat: 0.800 G_ID: 0.295 G_Rec: 0.403 D_GP: 0.030 D_real: 1.377 D_fake: 0.389 (epoch: 101, iters: 800, time: 0.064) G_GAN: 0.827 G_GAN_Feat: 0.825 G_ID: 0.156 G_Rec: 0.389 D_GP: 0.021 D_real: 1.616 D_fake: 0.234 (epoch: 101, iters: 1200, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.776 G_ID: 0.267 G_Rec: 0.404 D_GP: 0.029 D_real: 1.045 D_fake: 0.670 (epoch: 101, iters: 1600, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.865 G_ID: 0.164 G_Rec: 0.411 D_GP: 0.067 D_real: 0.733 D_fake: 0.752 (epoch: 101, iters: 2000, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.930 G_ID: 0.279 G_Rec: 0.407 D_GP: 0.084 D_real: 0.772 D_fake: 0.629 (epoch: 101, iters: 2400, time: 0.064) G_GAN: 0.677 G_GAN_Feat: 0.845 G_ID: 0.218 G_Rec: 0.335 D_GP: 0.041 D_real: 1.510 D_fake: 0.357 (epoch: 101, iters: 2800, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 1.006 G_ID: 0.289 G_Rec: 0.417 D_GP: 0.036 D_real: 0.857 D_fake: 0.707 (epoch: 101, iters: 3200, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.875 G_ID: 0.176 G_Rec: 0.368 D_GP: 0.027 D_real: 1.063 D_fake: 0.836 (epoch: 101, iters: 3600, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 1.347 G_ID: 0.275 G_Rec: 0.463 D_GP: 0.059 D_real: 0.580 D_fake: 0.560 (epoch: 101, iters: 4000, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.705 G_ID: 0.172 G_Rec: 0.354 D_GP: 0.028 D_real: 1.209 D_fake: 0.648 (epoch: 101, iters: 4400, time: 0.064) G_GAN: 0.561 G_GAN_Feat: 1.155 G_ID: 0.265 G_Rec: 0.396 D_GP: 0.069 D_real: 0.738 D_fake: 0.443 (epoch: 101, iters: 4800, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.706 G_ID: 0.188 G_Rec: 0.347 D_GP: 0.024 D_real: 0.971 D_fake: 0.862 (epoch: 101, iters: 5200, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 1.010 G_ID: 0.255 G_Rec: 0.434 D_GP: 0.104 D_real: 0.591 D_fake: 0.755 (epoch: 101, iters: 5600, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.700 G_ID: 0.185 G_Rec: 0.308 D_GP: 0.025 D_real: 1.125 D_fake: 0.824 (epoch: 101, iters: 6000, time: 0.064) G_GAN: 0.726 G_GAN_Feat: 1.096 G_ID: 0.244 G_Rec: 0.431 D_GP: 0.114 D_real: 0.923 D_fake: 0.311 (epoch: 101, iters: 6400, time: 0.064) G_GAN: 0.841 G_GAN_Feat: 0.856 G_ID: 0.164 G_Rec: 0.372 D_GP: 0.031 D_real: 1.522 D_fake: 0.360 (epoch: 101, iters: 6800, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.881 G_ID: 0.274 G_Rec: 0.416 D_GP: 0.042 D_real: 1.061 D_fake: 0.633 (epoch: 101, iters: 7200, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.779 G_ID: 0.164 G_Rec: 0.350 D_GP: 0.035 D_real: 1.232 D_fake: 0.557 (epoch: 101, iters: 7600, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.907 G_ID: 0.254 G_Rec: 0.397 D_GP: 0.039 D_real: 0.846 D_fake: 0.804 (epoch: 101, iters: 8000, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.740 G_ID: 0.193 G_Rec: 0.423 D_GP: 0.020 D_real: 1.117 D_fake: 0.783 (epoch: 101, iters: 8400, time: 0.064) G_GAN: 0.600 G_GAN_Feat: 0.707 G_ID: 0.268 G_Rec: 0.473 D_GP: 0.020 D_real: 1.385 D_fake: 0.405 (epoch: 102, iters: 192, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.614 G_ID: 0.199 G_Rec: 0.328 D_GP: 0.021 D_real: 1.336 D_fake: 0.613 (epoch: 102, iters: 592, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.735 G_ID: 0.252 G_Rec: 0.363 D_GP: 0.026 D_real: 1.138 D_fake: 0.725 (epoch: 102, iters: 992, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.637 G_ID: 0.204 G_Rec: 0.351 D_GP: 0.027 D_real: 1.137 D_fake: 0.722 (epoch: 102, iters: 1392, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 0.850 G_ID: 0.243 G_Rec: 0.413 D_GP: 0.042 D_real: 1.137 D_fake: 0.465 (epoch: 102, iters: 1792, time: 0.064) G_GAN: -0.030 G_GAN_Feat: 0.881 G_ID: 0.199 G_Rec: 0.389 D_GP: 0.272 D_real: 0.540 D_fake: 1.030 (epoch: 102, iters: 2192, time: 0.064) G_GAN: 0.541 G_GAN_Feat: 0.794 G_ID: 0.283 G_Rec: 0.402 D_GP: 0.025 D_real: 1.340 D_fake: 0.479 (epoch: 102, iters: 2592, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.798 G_ID: 0.193 G_Rec: 0.369 D_GP: 0.042 D_real: 0.971 D_fake: 0.739 (epoch: 102, iters: 2992, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.913 G_ID: 0.269 G_Rec: 0.403 D_GP: 0.078 D_real: 0.838 D_fake: 0.544 (epoch: 102, iters: 3392, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.891 G_ID: 0.159 G_Rec: 0.378 D_GP: 0.122 D_real: 0.953 D_fake: 0.658 (epoch: 102, iters: 3792, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.992 G_ID: 0.293 G_Rec: 0.440 D_GP: 0.084 D_real: 0.596 D_fake: 0.787 (epoch: 102, iters: 4192, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.735 G_ID: 0.196 G_Rec: 0.410 D_GP: 0.040 D_real: 1.128 D_fake: 0.777 (epoch: 102, iters: 4592, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.789 G_ID: 0.249 G_Rec: 0.370 D_GP: 0.034 D_real: 1.126 D_fake: 0.553 (epoch: 102, iters: 4992, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.874 G_ID: 0.178 G_Rec: 0.344 D_GP: 0.063 D_real: 1.047 D_fake: 0.516 (epoch: 102, iters: 5392, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.783 G_ID: 0.300 G_Rec: 0.440 D_GP: 0.026 D_real: 1.064 D_fake: 0.649 (epoch: 102, iters: 5792, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.726 G_ID: 0.172 G_Rec: 0.366 D_GP: 0.034 D_real: 1.069 D_fake: 0.772 (epoch: 102, iters: 6192, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.853 G_ID: 0.304 G_Rec: 0.425 D_GP: 0.033 D_real: 1.101 D_fake: 0.594 (epoch: 102, iters: 6592, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.798 G_ID: 0.186 G_Rec: 0.356 D_GP: 0.052 D_real: 0.867 D_fake: 0.829 (epoch: 102, iters: 6992, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 1.008 G_ID: 0.275 G_Rec: 0.400 D_GP: 0.086 D_real: 0.571 D_fake: 0.740 (epoch: 102, iters: 7392, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.804 G_ID: 0.169 G_Rec: 0.334 D_GP: 0.064 D_real: 1.192 D_fake: 0.440 (epoch: 102, iters: 7792, time: 0.064) G_GAN: 0.551 G_GAN_Feat: 0.985 G_ID: 0.289 G_Rec: 0.429 D_GP: 0.039 D_real: 0.975 D_fake: 0.466 (epoch: 102, iters: 8192, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.913 G_ID: 0.183 G_Rec: 0.347 D_GP: 0.038 D_real: 0.659 D_fake: 0.868 (epoch: 102, iters: 8592, time: 0.064) G_GAN: 0.547 G_GAN_Feat: 1.145 G_ID: 0.249 G_Rec: 0.424 D_GP: 0.023 D_real: 1.071 D_fake: 0.454 (epoch: 103, iters: 384, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.950 G_ID: 0.172 G_Rec: 0.396 D_GP: 0.473 D_real: 0.577 D_fake: 0.756 (epoch: 103, iters: 784, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 0.992 G_ID: 0.283 G_Rec: 0.395 D_GP: 0.121 D_real: 0.435 D_fake: 0.921 (epoch: 103, iters: 1184, time: 0.064) G_GAN: 0.067 G_GAN_Feat: 0.902 G_ID: 0.231 G_Rec: 0.362 D_GP: 0.087 D_real: 0.705 D_fake: 0.934 (epoch: 103, iters: 1584, time: 0.064) G_GAN: 0.810 G_GAN_Feat: 0.876 G_ID: 0.301 G_Rec: 0.390 D_GP: 0.033 D_real: 1.448 D_fake: 0.235 (epoch: 103, iters: 1984, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.710 G_ID: 0.223 G_Rec: 0.331 D_GP: 0.023 D_real: 1.098 D_fake: 0.693 (epoch: 103, iters: 2384, time: 0.064) G_GAN: 0.593 G_GAN_Feat: 0.711 G_ID: 0.249 G_Rec: 0.351 D_GP: 0.023 D_real: 1.355 D_fake: 0.412 (epoch: 103, iters: 2784, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.748 G_ID: 0.163 G_Rec: 0.356 D_GP: 0.034 D_real: 1.219 D_fake: 0.583 (epoch: 103, iters: 3184, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 1.020 G_ID: 0.293 G_Rec: 0.392 D_GP: 0.062 D_real: 0.639 D_fake: 0.648 (epoch: 103, iters: 3584, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.620 G_ID: 0.187 G_Rec: 0.345 D_GP: 0.020 D_real: 1.312 D_fake: 0.650 (epoch: 103, iters: 3984, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.813 G_ID: 0.269 G_Rec: 0.454 D_GP: 0.028 D_real: 0.983 D_fake: 0.733 (epoch: 103, iters: 4384, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.795 G_ID: 0.173 G_Rec: 0.472 D_GP: 0.052 D_real: 1.046 D_fake: 0.754 (epoch: 103, iters: 4784, time: 0.064) G_GAN: 0.541 G_GAN_Feat: 0.925 G_ID: 0.264 G_Rec: 0.421 D_GP: 0.045 D_real: 1.124 D_fake: 0.480 (epoch: 103, iters: 5184, time: 0.064) G_GAN: 0.149 G_GAN_Feat: 0.756 G_ID: 0.178 G_Rec: 0.365 D_GP: 0.024 D_real: 0.986 D_fake: 0.851 (epoch: 103, iters: 5584, time: 0.064) G_GAN: 0.764 G_GAN_Feat: 0.828 G_ID: 0.283 G_Rec: 0.375 D_GP: 0.032 D_real: 1.475 D_fake: 0.270 (epoch: 103, iters: 5984, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 1.027 G_ID: 0.161 G_Rec: 0.371 D_GP: 0.055 D_real: 0.583 D_fake: 0.756 (epoch: 103, iters: 6384, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.818 G_ID: 0.280 G_Rec: 0.381 D_GP: 0.039 D_real: 0.959 D_fake: 0.731 (epoch: 103, iters: 6784, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.754 G_ID: 0.199 G_Rec: 0.320 D_GP: 0.042 D_real: 1.219 D_fake: 0.531 (epoch: 103, iters: 7184, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.889 G_ID: 0.266 G_Rec: 0.389 D_GP: 0.029 D_real: 0.958 D_fake: 0.682 (epoch: 103, iters: 7584, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.814 G_ID: 0.190 G_Rec: 0.326 D_GP: 0.052 D_real: 0.972 D_fake: 0.652 (epoch: 103, iters: 7984, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.838 G_ID: 0.258 G_Rec: 0.439 D_GP: 0.027 D_real: 1.166 D_fake: 0.551 (epoch: 103, iters: 8384, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.758 G_ID: 0.169 G_Rec: 0.355 D_GP: 0.044 D_real: 0.950 D_fake: 0.916 (epoch: 104, iters: 176, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.813 G_ID: 0.330 G_Rec: 0.369 D_GP: 0.030 D_real: 1.014 D_fake: 0.720 (epoch: 104, iters: 576, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 0.658 G_ID: 0.181 G_Rec: 0.326 D_GP: 0.028 D_real: 1.349 D_fake: 0.520 (epoch: 104, iters: 976, time: 0.064) G_GAN: 0.529 G_GAN_Feat: 0.759 G_ID: 0.259 G_Rec: 0.375 D_GP: 0.035 D_real: 1.252 D_fake: 0.480 (epoch: 104, iters: 1376, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.884 G_ID: 0.152 G_Rec: 0.326 D_GP: 0.236 D_real: 0.509 D_fake: 0.785 (epoch: 104, iters: 1776, time: 0.064) G_GAN: 0.594 G_GAN_Feat: 0.768 G_ID: 0.271 G_Rec: 0.433 D_GP: 0.023 D_real: 1.310 D_fake: 0.413 (epoch: 104, iters: 2176, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.871 G_ID: 0.170 G_Rec: 0.353 D_GP: 0.033 D_real: 1.054 D_fake: 0.654 (epoch: 104, iters: 2576, time: 0.064) G_GAN: 0.501 G_GAN_Feat: 0.875 G_ID: 0.317 G_Rec: 0.383 D_GP: 0.026 D_real: 1.253 D_fake: 0.515 (epoch: 104, iters: 2976, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 1.163 G_ID: 0.174 G_Rec: 0.383 D_GP: 3.192 D_real: 0.560 D_fake: 0.883 (epoch: 104, iters: 3376, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.641 G_ID: 0.301 G_Rec: 0.345 D_GP: 0.020 D_real: 1.168 D_fake: 0.687 (epoch: 104, iters: 3776, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.651 G_ID: 0.160 G_Rec: 0.372 D_GP: 0.022 D_real: 1.216 D_fake: 0.641 (epoch: 104, iters: 4176, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 0.669 G_ID: 0.273 G_Rec: 0.365 D_GP: 0.023 D_real: 1.266 D_fake: 0.563 (epoch: 104, iters: 4576, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.618 G_ID: 0.188 G_Rec: 0.331 D_GP: 0.023 D_real: 1.231 D_fake: 0.681 (epoch: 104, iters: 4976, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.845 G_ID: 0.243 G_Rec: 0.396 D_GP: 0.038 D_real: 1.059 D_fake: 0.660 (epoch: 104, iters: 5376, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.752 G_ID: 0.172 G_Rec: 0.366 D_GP: 0.055 D_real: 1.005 D_fake: 0.649 (epoch: 104, iters: 5776, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.883 G_ID: 0.242 G_Rec: 0.412 D_GP: 0.057 D_real: 0.856 D_fake: 0.824 (epoch: 104, iters: 6176, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.955 G_ID: 0.187 G_Rec: 0.385 D_GP: 0.080 D_real: 0.628 D_fake: 0.699 (epoch: 104, iters: 6576, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 1.101 G_ID: 0.229 G_Rec: 0.444 D_GP: 0.232 D_real: 0.509 D_fake: 0.699 (epoch: 104, iters: 6976, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.830 G_ID: 0.160 G_Rec: 0.349 D_GP: 0.056 D_real: 1.042 D_fake: 0.771 (epoch: 104, iters: 7376, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.917 G_ID: 0.287 G_Rec: 0.409 D_GP: 0.076 D_real: 0.739 D_fake: 0.813 (epoch: 104, iters: 7776, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.765 G_ID: 0.143 G_Rec: 0.377 D_GP: 0.034 D_real: 1.172 D_fake: 0.529 (epoch: 104, iters: 8176, time: 0.064) G_GAN: 0.774 G_GAN_Feat: 0.906 G_ID: 0.255 G_Rec: 0.397 D_GP: 0.041 D_real: 1.385 D_fake: 0.283 (epoch: 104, iters: 8576, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.977 G_ID: 0.200 G_Rec: 0.367 D_GP: 0.112 D_real: 0.408 D_fake: 0.841 (epoch: 105, iters: 368, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.988 G_ID: 0.312 G_Rec: 0.369 D_GP: 0.047 D_real: 0.992 D_fake: 0.534 (epoch: 105, iters: 768, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.855 G_ID: 0.160 G_Rec: 0.341 D_GP: 0.058 D_real: 1.197 D_fake: 0.694 (epoch: 105, iters: 1168, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.937 G_ID: 0.295 G_Rec: 0.389 D_GP: 0.036 D_real: 1.003 D_fake: 0.603 (epoch: 105, iters: 1568, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 0.936 G_ID: 0.177 G_Rec: 0.362 D_GP: 0.100 D_real: 0.530 D_fake: 0.906 (epoch: 105, iters: 1968, time: 0.064) G_GAN: 0.638 G_GAN_Feat: 1.135 G_ID: 0.294 G_Rec: 0.422 D_GP: 0.068 D_real: 0.757 D_fake: 0.372 (epoch: 105, iters: 2368, time: 0.064) G_GAN: -0.263 G_GAN_Feat: 0.875 G_ID: 0.209 G_Rec: 0.430 D_GP: 0.119 D_real: 0.577 D_fake: 1.268 (epoch: 105, iters: 2768, time: 0.064) G_GAN: 0.553 G_GAN_Feat: 0.841 G_ID: 0.251 G_Rec: 0.379 D_GP: 0.031 D_real: 1.313 D_fake: 0.449 (epoch: 105, iters: 3168, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.823 G_ID: 0.170 G_Rec: 0.338 D_GP: 0.042 D_real: 0.904 D_fake: 0.788 (epoch: 105, iters: 3568, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.936 G_ID: 0.287 G_Rec: 0.418 D_GP: 0.037 D_real: 0.769 D_fake: 0.791 (epoch: 105, iters: 3968, time: 0.064) G_GAN: -0.465 G_GAN_Feat: 0.915 G_ID: 0.215 G_Rec: 0.360 D_GP: 0.115 D_real: 0.177 D_fake: 1.465 (epoch: 105, iters: 4368, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.964 G_ID: 0.273 G_Rec: 0.424 D_GP: 0.080 D_real: 0.593 D_fake: 0.882 (epoch: 105, iters: 4768, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.767 G_ID: 0.154 G_Rec: 0.326 D_GP: 0.027 D_real: 1.232 D_fake: 0.617 (epoch: 105, iters: 5168, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 0.841 G_ID: 0.326 G_Rec: 0.405 D_GP: 0.023 D_real: 1.116 D_fake: 0.673 (epoch: 105, iters: 5568, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.789 G_ID: 0.177 G_Rec: 0.366 D_GP: 0.031 D_real: 0.988 D_fake: 0.791 (epoch: 105, iters: 5968, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.892 G_ID: 0.223 G_Rec: 0.417 D_GP: 0.028 D_real: 0.935 D_fake: 0.669 (epoch: 105, iters: 6368, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.750 G_ID: 0.191 G_Rec: 0.349 D_GP: 0.050 D_real: 0.942 D_fake: 0.782 (epoch: 105, iters: 6768, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.811 G_ID: 0.257 G_Rec: 0.398 D_GP: 0.032 D_real: 0.985 D_fake: 0.631 (epoch: 105, iters: 7168, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 1.161 G_ID: 0.184 G_Rec: 0.379 D_GP: 0.848 D_real: 0.369 D_fake: 0.756 (epoch: 105, iters: 7568, time: 0.064) G_GAN: 0.496 G_GAN_Feat: 1.034 G_ID: 0.285 G_Rec: 0.404 D_GP: 0.031 D_real: 1.040 D_fake: 0.507 (epoch: 105, iters: 7968, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.724 G_ID: 0.142 G_Rec: 0.324 D_GP: 0.027 D_real: 1.330 D_fake: 0.586 (epoch: 105, iters: 8368, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 1.019 G_ID: 0.251 G_Rec: 0.373 D_GP: 0.107 D_real: 0.283 D_fake: 0.762 (epoch: 106, iters: 160, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.857 G_ID: 0.177 G_Rec: 0.412 D_GP: 0.038 D_real: 1.185 D_fake: 0.666 (epoch: 106, iters: 560, time: 0.064) G_GAN: 0.533 G_GAN_Feat: 0.852 G_ID: 0.266 G_Rec: 0.383 D_GP: 0.032 D_real: 1.239 D_fake: 0.488 (epoch: 106, iters: 960, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 1.048 G_ID: 0.180 G_Rec: 0.395 D_GP: 0.095 D_real: 0.549 D_fake: 0.780 (epoch: 106, iters: 1360, time: 0.064) G_GAN: 0.531 G_GAN_Feat: 0.871 G_ID: 0.291 G_Rec: 0.406 D_GP: 0.022 D_real: 1.202 D_fake: 0.471 (epoch: 106, iters: 1760, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.747 G_ID: 0.214 G_Rec: 0.326 D_GP: 0.036 D_real: 1.089 D_fake: 0.714 (epoch: 106, iters: 2160, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.871 G_ID: 0.285 G_Rec: 0.416 D_GP: 0.029 D_real: 1.122 D_fake: 0.697 (epoch: 106, iters: 2560, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.910 G_ID: 0.170 G_Rec: 0.365 D_GP: 0.059 D_real: 1.072 D_fake: 0.521 (epoch: 106, iters: 2960, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.879 G_ID: 0.282 G_Rec: 0.397 D_GP: 0.051 D_real: 0.952 D_fake: 0.724 (epoch: 106, iters: 3360, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.712 G_ID: 0.169 G_Rec: 0.321 D_GP: 0.029 D_real: 0.979 D_fake: 0.866 (epoch: 106, iters: 3760, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.968 G_ID: 0.324 G_Rec: 0.408 D_GP: 0.061 D_real: 0.952 D_fake: 0.569 (epoch: 106, iters: 4160, time: 0.064) G_GAN: -0.348 G_GAN_Feat: 0.800 G_ID: 0.159 G_Rec: 0.384 D_GP: 0.033 D_real: 0.446 D_fake: 1.348 (epoch: 106, iters: 4560, time: 0.064) G_GAN: 0.044 G_GAN_Feat: 0.852 G_ID: 0.259 G_Rec: 0.435 D_GP: 0.031 D_real: 0.684 D_fake: 0.956 (epoch: 106, iters: 4960, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.654 G_ID: 0.183 G_Rec: 0.347 D_GP: 0.021 D_real: 1.380 D_fake: 0.500 (epoch: 106, iters: 5360, time: 0.064) G_GAN: 0.603 G_GAN_Feat: 0.828 G_ID: 0.222 G_Rec: 0.407 D_GP: 0.027 D_real: 1.258 D_fake: 0.406 (epoch: 106, iters: 5760, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.636 G_ID: 0.189 G_Rec: 0.346 D_GP: 0.024 D_real: 1.170 D_fake: 0.740 (epoch: 106, iters: 6160, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 1.017 G_ID: 0.258 G_Rec: 0.396 D_GP: 0.080 D_real: 0.736 D_fake: 0.590 (epoch: 106, iters: 6560, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.911 G_ID: 0.159 G_Rec: 0.346 D_GP: 0.039 D_real: 1.035 D_fake: 0.493 (epoch: 106, iters: 6960, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 1.052 G_ID: 0.234 G_Rec: 0.415 D_GP: 0.119 D_real: 0.731 D_fake: 0.438 (epoch: 106, iters: 7360, time: 0.064) G_GAN: -0.261 G_GAN_Feat: 1.081 G_ID: 0.160 G_Rec: 0.384 D_GP: 0.074 D_real: 0.097 D_fake: 1.261 (epoch: 106, iters: 7760, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 1.044 G_ID: 0.260 G_Rec: 0.399 D_GP: 0.057 D_real: 0.886 D_fake: 0.495 (epoch: 106, iters: 8160, time: 0.064) G_GAN: -0.028 G_GAN_Feat: 0.749 G_ID: 0.176 G_Rec: 0.369 D_GP: 0.022 D_real: 0.792 D_fake: 1.028 (epoch: 106, iters: 8560, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.913 G_ID: 0.277 G_Rec: 0.442 D_GP: 0.038 D_real: 0.839 D_fake: 0.688 (epoch: 107, iters: 352, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 1.035 G_ID: 0.147 G_Rec: 0.361 D_GP: 0.133 D_real: 0.387 D_fake: 0.739 (epoch: 107, iters: 752, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.924 G_ID: 0.286 G_Rec: 0.416 D_GP: 0.035 D_real: 0.921 D_fake: 0.814 (epoch: 107, iters: 1152, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.802 G_ID: 0.155 G_Rec: 0.352 D_GP: 0.087 D_real: 1.089 D_fake: 0.647 (epoch: 107, iters: 1552, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.861 G_ID: 0.287 G_Rec: 0.416 D_GP: 0.061 D_real: 0.953 D_fake: 0.623 (epoch: 107, iters: 1952, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.795 G_ID: 0.156 G_Rec: 0.351 D_GP: 0.046 D_real: 0.887 D_fake: 0.706 (epoch: 107, iters: 2352, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.970 G_ID: 0.240 G_Rec: 0.444 D_GP: 0.046 D_real: 0.991 D_fake: 0.449 (epoch: 107, iters: 2752, time: 0.064) G_GAN: 0.311 G_GAN_Feat: 0.666 G_ID: 0.174 G_Rec: 0.331 D_GP: 0.026 D_real: 1.203 D_fake: 0.689 (epoch: 107, iters: 3152, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.938 G_ID: 0.251 G_Rec: 0.373 D_GP: 0.065 D_real: 1.034 D_fake: 0.509 (epoch: 107, iters: 3552, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 1.182 G_ID: 0.175 G_Rec: 0.364 D_GP: 0.188 D_real: 1.159 D_fake: 0.750 (epoch: 107, iters: 3952, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.694 G_ID: 0.285 G_Rec: 0.406 D_GP: 0.021 D_real: 1.284 D_fake: 0.609 (epoch: 107, iters: 4352, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.667 G_ID: 0.141 G_Rec: 0.343 D_GP: 0.026 D_real: 1.108 D_fake: 0.742 (epoch: 107, iters: 4752, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.882 G_ID: 0.277 G_Rec: 0.474 D_GP: 0.033 D_real: 0.999 D_fake: 0.502 (epoch: 107, iters: 5152, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.658 G_ID: 0.170 G_Rec: 0.349 D_GP: 0.024 D_real: 1.021 D_fake: 0.839 (epoch: 107, iters: 5552, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.959 G_ID: 0.273 G_Rec: 0.393 D_GP: 0.068 D_real: 0.794 D_fake: 0.552 (epoch: 107, iters: 5952, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.814 G_ID: 0.156 G_Rec: 0.346 D_GP: 0.048 D_real: 1.112 D_fake: 0.550 (epoch: 107, iters: 6352, time: 0.064) G_GAN: 0.652 G_GAN_Feat: 0.750 G_ID: 0.252 G_Rec: 0.361 D_GP: 0.024 D_real: 1.383 D_fake: 0.354 (epoch: 107, iters: 6752, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.964 G_ID: 0.162 G_Rec: 0.330 D_GP: 0.046 D_real: 0.620 D_fake: 0.841 (epoch: 107, iters: 7152, time: 0.064) G_GAN: 0.805 G_GAN_Feat: 0.828 G_ID: 0.249 G_Rec: 0.409 D_GP: 0.027 D_real: 1.548 D_fake: 0.238 (epoch: 107, iters: 7552, time: 0.064) G_GAN: 0.124 G_GAN_Feat: 1.030 G_ID: 0.151 G_Rec: 0.384 D_GP: 0.172 D_real: 0.409 D_fake: 0.876 (epoch: 107, iters: 7952, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.907 G_ID: 0.263 G_Rec: 0.398 D_GP: 0.032 D_real: 0.850 D_fake: 0.755 (epoch: 107, iters: 8352, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.686 G_ID: 0.173 G_Rec: 0.335 D_GP: 0.027 D_real: 1.079 D_fake: 0.801 (epoch: 108, iters: 144, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 1.008 G_ID: 0.299 G_Rec: 0.391 D_GP: 0.037 D_real: 0.693 D_fake: 0.734 (epoch: 108, iters: 544, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 0.750 G_ID: 0.186 G_Rec: 0.415 D_GP: 0.033 D_real: 1.378 D_fake: 0.475 (epoch: 108, iters: 944, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.925 G_ID: 0.249 G_Rec: 0.420 D_GP: 0.023 D_real: 0.796 D_fake: 0.786 (epoch: 108, iters: 1344, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.915 G_ID: 0.183 G_Rec: 0.350 D_GP: 0.032 D_real: 0.865 D_fake: 0.638 (epoch: 108, iters: 1744, time: 0.064) G_GAN: 0.548 G_GAN_Feat: 0.902 G_ID: 0.255 G_Rec: 0.384 D_GP: 0.029 D_real: 1.200 D_fake: 0.454 (epoch: 108, iters: 2144, time: 0.064) G_GAN: 0.592 G_GAN_Feat: 0.814 G_ID: 0.163 G_Rec: 0.457 D_GP: 0.026 D_real: 1.329 D_fake: 0.426 (epoch: 108, iters: 2544, time: 0.064) G_GAN: 0.593 G_GAN_Feat: 1.065 G_ID: 0.263 G_Rec: 0.382 D_GP: 0.122 D_real: 0.791 D_fake: 0.424 (epoch: 108, iters: 2944, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.710 G_ID: 0.147 G_Rec: 0.377 D_GP: 0.025 D_real: 1.125 D_fake: 0.731 (epoch: 108, iters: 3344, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.963 G_ID: 0.249 G_Rec: 0.397 D_GP: 0.049 D_real: 1.029 D_fake: 0.624 (epoch: 108, iters: 3744, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.776 G_ID: 0.147 G_Rec: 0.348 D_GP: 0.024 D_real: 1.078 D_fake: 0.770 (epoch: 108, iters: 4144, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 0.884 G_ID: 0.265 G_Rec: 0.423 D_GP: 0.029 D_real: 1.110 D_fake: 0.542 (epoch: 108, iters: 4544, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.797 G_ID: 0.159 G_Rec: 0.387 D_GP: 0.047 D_real: 0.943 D_fake: 0.852 (epoch: 108, iters: 4944, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.872 G_ID: 0.272 G_Rec: 0.422 D_GP: 0.028 D_real: 0.906 D_fake: 0.831 (epoch: 108, iters: 5344, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.869 G_ID: 0.207 G_Rec: 0.368 D_GP: 0.094 D_real: 0.745 D_fake: 0.788 (epoch: 108, iters: 5744, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.857 G_ID: 0.247 G_Rec: 0.370 D_GP: 0.035 D_real: 0.951 D_fake: 0.615 (epoch: 108, iters: 6144, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.863 G_ID: 0.173 G_Rec: 0.398 D_GP: 0.057 D_real: 1.006 D_fake: 0.632 (epoch: 108, iters: 6544, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.956 G_ID: 0.232 G_Rec: 0.476 D_GP: 0.080 D_real: 0.788 D_fake: 0.666 (epoch: 108, iters: 6944, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 1.266 G_ID: 0.153 G_Rec: 0.640 D_GP: 0.204 D_real: 0.391 D_fake: 0.680 (epoch: 108, iters: 7344, time: 0.064) G_GAN: 0.495 G_GAN_Feat: 1.201 G_ID: 0.289 G_Rec: 0.440 D_GP: 0.043 D_real: 0.925 D_fake: 0.507 (epoch: 108, iters: 7744, time: 0.064) G_GAN: 0.194 G_GAN_Feat: 0.946 G_ID: 0.192 G_Rec: 0.365 D_GP: 0.228 D_real: 0.510 D_fake: 0.808 (epoch: 108, iters: 8144, time: 0.064) G_GAN: 0.662 G_GAN_Feat: 0.806 G_ID: 0.250 G_Rec: 0.420 D_GP: 0.025 D_real: 1.372 D_fake: 0.350 (epoch: 108, iters: 8544, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.820 G_ID: 0.154 G_Rec: 0.377 D_GP: 0.046 D_real: 0.989 D_fake: 0.699 (epoch: 109, iters: 336, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.825 G_ID: 0.256 G_Rec: 0.415 D_GP: 0.023 D_real: 1.121 D_fake: 0.609 (epoch: 109, iters: 736, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.839 G_ID: 0.150 G_Rec: 0.338 D_GP: 0.055 D_real: 0.784 D_fake: 0.813 (epoch: 109, iters: 1136, time: 0.064) G_GAN: 0.504 G_GAN_Feat: 1.022 G_ID: 0.238 G_Rec: 0.400 D_GP: 0.065 D_real: 0.811 D_fake: 0.499 (epoch: 109, iters: 1536, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.793 G_ID: 0.147 G_Rec: 0.325 D_GP: 0.033 D_real: 1.018 D_fake: 0.749 (epoch: 109, iters: 1936, time: 0.064) G_GAN: 0.629 G_GAN_Feat: 0.924 G_ID: 0.239 G_Rec: 0.415 D_GP: 0.035 D_real: 1.086 D_fake: 0.379 (epoch: 109, iters: 2336, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.724 G_ID: 0.175 G_Rec: 0.385 D_GP: 0.028 D_real: 1.127 D_fake: 0.769 (epoch: 109, iters: 2736, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.834 G_ID: 0.306 G_Rec: 0.446 D_GP: 0.025 D_real: 1.130 D_fake: 0.656 (epoch: 109, iters: 3136, time: 0.064) G_GAN: -0.056 G_GAN_Feat: 0.843 G_ID: 0.141 G_Rec: 0.360 D_GP: 0.145 D_real: 0.639 D_fake: 1.056 (epoch: 109, iters: 3536, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 1.003 G_ID: 0.302 G_Rec: 0.421 D_GP: 0.048 D_real: 1.201 D_fake: 0.531 (epoch: 109, iters: 3936, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.675 G_ID: 0.195 G_Rec: 0.330 D_GP: 0.024 D_real: 1.019 D_fake: 0.814 (epoch: 109, iters: 4336, time: 0.064) G_GAN: 0.513 G_GAN_Feat: 1.299 G_ID: 0.241 G_Rec: 0.430 D_GP: 0.692 D_real: 0.609 D_fake: 0.495 (epoch: 109, iters: 4736, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.744 G_ID: 0.154 G_Rec: 0.357 D_GP: 0.027 D_real: 1.154 D_fake: 0.659 (epoch: 109, iters: 5136, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.915 G_ID: 0.280 G_Rec: 0.419 D_GP: 0.028 D_real: 0.936 D_fake: 0.719 (epoch: 109, iters: 5536, time: 0.064) G_GAN: 0.533 G_GAN_Feat: 0.882 G_ID: 0.165 G_Rec: 0.362 D_GP: 0.078 D_real: 0.968 D_fake: 0.483 (epoch: 109, iters: 5936, time: 0.064) G_GAN: 0.541 G_GAN_Feat: 0.874 G_ID: 0.245 G_Rec: 0.431 D_GP: 0.023 D_real: 1.193 D_fake: 0.466 (epoch: 109, iters: 6336, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.752 G_ID: 0.166 G_Rec: 0.346 D_GP: 0.030 D_real: 1.219 D_fake: 0.593 (epoch: 109, iters: 6736, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.873 G_ID: 0.254 G_Rec: 0.393 D_GP: 0.036 D_real: 1.069 D_fake: 0.578 (epoch: 109, iters: 7136, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.790 G_ID: 0.151 G_Rec: 0.350 D_GP: 0.057 D_real: 0.993 D_fake: 0.693 (epoch: 109, iters: 7536, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.699 G_ID: 0.281 G_Rec: 0.369 D_GP: 0.025 D_real: 1.148 D_fake: 0.648 (epoch: 109, iters: 7936, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.772 G_ID: 0.175 G_Rec: 0.359 D_GP: 0.054 D_real: 0.972 D_fake: 0.808 (epoch: 109, iters: 8336, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.849 G_ID: 0.262 G_Rec: 0.375 D_GP: 0.029 D_real: 1.177 D_fake: 0.569 (epoch: 110, iters: 128, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.761 G_ID: 0.177 G_Rec: 0.332 D_GP: 0.039 D_real: 1.112 D_fake: 0.630 (epoch: 110, iters: 528, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.847 G_ID: 0.259 G_Rec: 0.420 D_GP: 0.038 D_real: 0.945 D_fake: 0.781 (epoch: 110, iters: 928, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.899 G_ID: 0.145 G_Rec: 0.360 D_GP: 0.128 D_real: 0.826 D_fake: 0.600 (epoch: 110, iters: 1328, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.842 G_ID: 0.272 G_Rec: 0.407 D_GP: 0.028 D_real: 1.231 D_fake: 0.545 (epoch: 110, iters: 1728, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.698 G_ID: 0.189 G_Rec: 0.319 D_GP: 0.033 D_real: 1.023 D_fake: 0.802 (epoch: 110, iters: 2128, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.927 G_ID: 0.210 G_Rec: 0.408 D_GP: 0.037 D_real: 0.940 D_fake: 0.576 (epoch: 110, iters: 2528, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 0.696 G_ID: 0.165 G_Rec: 0.341 D_GP: 0.024 D_real: 1.342 D_fake: 0.510 (epoch: 110, iters: 2928, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.889 G_ID: 0.254 G_Rec: 0.388 D_GP: 0.036 D_real: 1.164 D_fake: 0.494 (epoch: 110, iters: 3328, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.863 G_ID: 0.175 G_Rec: 0.366 D_GP: 0.053 D_real: 0.717 D_fake: 0.842 (epoch: 110, iters: 3728, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.912 G_ID: 0.302 G_Rec: 0.401 D_GP: 0.056 D_real: 1.032 D_fake: 0.634 (epoch: 110, iters: 4128, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.888 G_ID: 0.172 G_Rec: 0.345 D_GP: 0.051 D_real: 1.055 D_fake: 0.555 (epoch: 110, iters: 4528, time: 0.064) G_GAN: 0.530 G_GAN_Feat: 0.929 G_ID: 0.247 G_Rec: 0.377 D_GP: 0.029 D_real: 1.207 D_fake: 0.472 (epoch: 110, iters: 4928, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 0.655 G_ID: 0.196 G_Rec: 0.309 D_GP: 0.026 D_real: 1.348 D_fake: 0.541 (epoch: 110, iters: 5328, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.948 G_ID: 0.250 G_Rec: 0.390 D_GP: 0.046 D_real: 1.030 D_fake: 0.686 (epoch: 110, iters: 5728, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.765 G_ID: 0.152 G_Rec: 0.367 D_GP: 0.024 D_real: 1.237 D_fake: 0.598 (epoch: 110, iters: 6128, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.832 G_ID: 0.229 G_Rec: 0.385 D_GP: 0.029 D_real: 1.241 D_fake: 0.495 (epoch: 110, iters: 6528, time: 0.064) G_GAN: -0.085 G_GAN_Feat: 0.932 G_ID: 0.177 G_Rec: 0.355 D_GP: 0.073 D_real: 0.992 D_fake: 1.085 (epoch: 110, iters: 6928, time: 0.064) G_GAN: 0.864 G_GAN_Feat: 0.975 G_ID: 0.265 G_Rec: 0.410 D_GP: 0.046 D_real: 1.439 D_fake: 0.183 (epoch: 110, iters: 7328, time: 0.064) G_GAN: 0.561 G_GAN_Feat: 0.816 G_ID: 0.177 G_Rec: 0.362 D_GP: 0.042 D_real: 1.295 D_fake: 0.494 (epoch: 110, iters: 7728, time: 0.064) G_GAN: 0.593 G_GAN_Feat: 0.765 G_ID: 0.264 G_Rec: 0.377 D_GP: 0.023 D_real: 1.377 D_fake: 0.434 (epoch: 110, iters: 8128, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.895 G_ID: 0.147 G_Rec: 0.342 D_GP: 0.056 D_real: 0.750 D_fake: 0.746 (epoch: 110, iters: 8528, time: 0.064) G_GAN: 0.787 G_GAN_Feat: 1.238 G_ID: 0.258 G_Rec: 0.464 D_GP: 0.154 D_real: 0.614 D_fake: 0.319 (epoch: 111, iters: 320, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.786 G_ID: 0.165 G_Rec: 0.402 D_GP: 0.030 D_real: 1.214 D_fake: 0.636 (epoch: 111, iters: 720, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 0.870 G_ID: 0.263 G_Rec: 0.371 D_GP: 0.039 D_real: 1.075 D_fake: 0.592 (epoch: 111, iters: 1120, time: 0.064) G_GAN: -0.811 G_GAN_Feat: 1.135 G_ID: 0.174 G_Rec: 0.456 D_GP: 0.940 D_real: 0.077 D_fake: 1.811 (epoch: 111, iters: 1520, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.738 G_ID: 0.247 G_Rec: 0.368 D_GP: 0.022 D_real: 1.113 D_fake: 0.640 (epoch: 111, iters: 1920, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.620 G_ID: 0.173 G_Rec: 0.310 D_GP: 0.027 D_real: 1.412 D_fake: 0.521 (epoch: 111, iters: 2320, time: 0.064) G_GAN: 0.467 G_GAN_Feat: 0.814 G_ID: 0.269 G_Rec: 0.396 D_GP: 0.054 D_real: 1.034 D_fake: 0.549 (epoch: 111, iters: 2720, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.889 G_ID: 0.184 G_Rec: 0.424 D_GP: 0.034 D_real: 0.662 D_fake: 0.882 (epoch: 111, iters: 3120, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.789 G_ID: 0.227 G_Rec: 0.395 D_GP: 0.026 D_real: 1.232 D_fake: 0.518 (epoch: 111, iters: 3520, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.956 G_ID: 0.170 G_Rec: 0.391 D_GP: 0.072 D_real: 0.717 D_fake: 0.768 (epoch: 111, iters: 3920, time: 0.064) G_GAN: 0.633 G_GAN_Feat: 1.234 G_ID: 0.255 G_Rec: 0.466 D_GP: 0.141 D_real: 0.863 D_fake: 0.452 (epoch: 111, iters: 4320, time: 0.064) G_GAN: 0.501 G_GAN_Feat: 0.871 G_ID: 0.154 G_Rec: 0.337 D_GP: 0.033 D_real: 1.393 D_fake: 0.540 (epoch: 111, iters: 4720, time: 0.064) G_GAN: 0.013 G_GAN_Feat: 0.745 G_ID: 0.269 G_Rec: 0.385 D_GP: 0.023 D_real: 0.853 D_fake: 0.987 (epoch: 111, iters: 5120, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.697 G_ID: 0.154 G_Rec: 0.357 D_GP: 0.027 D_real: 0.978 D_fake: 0.846 (epoch: 111, iters: 5520, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.829 G_ID: 0.257 G_Rec: 0.397 D_GP: 0.031 D_real: 0.958 D_fake: 0.647 (epoch: 111, iters: 5920, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.714 G_ID: 0.151 G_Rec: 0.309 D_GP: 0.026 D_real: 1.184 D_fake: 0.742 (epoch: 111, iters: 6320, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.881 G_ID: 0.250 G_Rec: 0.430 D_GP: 0.061 D_real: 1.010 D_fake: 0.628 (epoch: 111, iters: 6720, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.844 G_ID: 0.152 G_Rec: 0.372 D_GP: 0.074 D_real: 1.107 D_fake: 0.521 (epoch: 111, iters: 7120, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.852 G_ID: 0.252 G_Rec: 0.386 D_GP: 0.027 D_real: 1.010 D_fake: 0.739 (epoch: 111, iters: 7520, time: 0.064) G_GAN: 0.735 G_GAN_Feat: 0.796 G_ID: 0.170 G_Rec: 0.341 D_GP: 0.037 D_real: 1.465 D_fake: 0.303 (epoch: 111, iters: 7920, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.834 G_ID: 0.269 G_Rec: 0.418 D_GP: 0.028 D_real: 1.163 D_fake: 0.594 (epoch: 111, iters: 8320, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.849 G_ID: 0.178 G_Rec: 0.396 D_GP: 0.059 D_real: 0.796 D_fake: 0.794 (epoch: 112, iters: 112, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.906 G_ID: 0.222 G_Rec: 0.427 D_GP: 0.043 D_real: 1.210 D_fake: 0.405 (epoch: 112, iters: 512, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.813 G_ID: 0.154 G_Rec: 0.339 D_GP: 0.033 D_real: 0.982 D_fake: 0.681 (epoch: 112, iters: 912, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.713 G_ID: 0.277 G_Rec: 0.390 D_GP: 0.023 D_real: 1.108 D_fake: 0.768 (epoch: 112, iters: 1312, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.815 G_ID: 0.179 G_Rec: 0.381 D_GP: 0.062 D_real: 0.844 D_fake: 0.895 (epoch: 112, iters: 1712, time: 0.064) G_GAN: 0.675 G_GAN_Feat: 0.824 G_ID: 0.280 G_Rec: 0.387 D_GP: 0.031 D_real: 1.358 D_fake: 0.349 (epoch: 112, iters: 2112, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.795 G_ID: 0.178 G_Rec: 0.349 D_GP: 0.039 D_real: 1.030 D_fake: 0.701 (epoch: 112, iters: 2512, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.949 G_ID: 0.273 G_Rec: 0.404 D_GP: 0.033 D_real: 0.839 D_fake: 0.672 (epoch: 112, iters: 2912, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 1.091 G_ID: 0.220 G_Rec: 0.356 D_GP: 0.481 D_real: 0.246 D_fake: 0.902 (epoch: 112, iters: 3312, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 1.155 G_ID: 0.232 G_Rec: 0.394 D_GP: 0.086 D_real: 0.450 D_fake: 0.620 (epoch: 112, iters: 3712, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.762 G_ID: 0.153 G_Rec: 0.342 D_GP: 0.027 D_real: 1.257 D_fake: 0.548 (epoch: 112, iters: 4112, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.740 G_ID: 0.241 G_Rec: 0.406 D_GP: 0.026 D_real: 1.170 D_fake: 0.660 (epoch: 112, iters: 4512, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.751 G_ID: 0.156 G_Rec: 0.348 D_GP: 0.031 D_real: 1.138 D_fake: 0.594 (epoch: 112, iters: 4912, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.885 G_ID: 0.270 G_Rec: 0.388 D_GP: 0.027 D_real: 1.025 D_fake: 0.653 (epoch: 112, iters: 5312, time: 0.064) G_GAN: 0.194 G_GAN_Feat: 0.674 G_ID: 0.183 G_Rec: 0.381 D_GP: 0.026 D_real: 1.066 D_fake: 0.807 (epoch: 112, iters: 5712, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.844 G_ID: 0.262 G_Rec: 0.386 D_GP: 0.043 D_real: 0.924 D_fake: 0.735 (epoch: 112, iters: 6112, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.777 G_ID: 0.157 G_Rec: 0.346 D_GP: 0.033 D_real: 1.286 D_fake: 0.545 (epoch: 112, iters: 6512, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.976 G_ID: 0.258 G_Rec: 0.449 D_GP: 0.031 D_real: 0.991 D_fake: 0.543 (epoch: 112, iters: 6912, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.886 G_ID: 0.157 G_Rec: 0.367 D_GP: 0.083 D_real: 0.728 D_fake: 0.779 (epoch: 112, iters: 7312, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.834 G_ID: 0.240 G_Rec: 0.377 D_GP: 0.031 D_real: 1.090 D_fake: 0.678 (epoch: 112, iters: 7712, time: 0.064) G_GAN: 0.204 G_GAN_Feat: 0.710 G_ID: 0.198 G_Rec: 0.329 D_GP: 0.030 D_real: 1.054 D_fake: 0.796 (epoch: 112, iters: 8112, time: 0.064) G_GAN: 0.959 G_GAN_Feat: 0.929 G_ID: 0.253 G_Rec: 0.389 D_GP: 0.050 D_real: 1.422 D_fake: 0.139 (epoch: 112, iters: 8512, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.719 G_ID: 0.148 G_Rec: 0.341 D_GP: 0.027 D_real: 1.309 D_fake: 0.586 (epoch: 113, iters: 304, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.948 G_ID: 0.243 G_Rec: 0.409 D_GP: 0.046 D_real: 0.874 D_fake: 0.602 (epoch: 113, iters: 704, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.766 G_ID: 0.194 G_Rec: 0.359 D_GP: 0.035 D_real: 1.128 D_fake: 0.734 (epoch: 113, iters: 1104, time: 0.064) G_GAN: 0.560 G_GAN_Feat: 0.942 G_ID: 0.255 G_Rec: 0.369 D_GP: 0.059 D_real: 1.017 D_fake: 0.498 (epoch: 113, iters: 1504, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.757 G_ID: 0.163 G_Rec: 0.330 D_GP: 0.036 D_real: 1.142 D_fake: 0.715 (epoch: 113, iters: 1904, time: 0.064) G_GAN: 0.536 G_GAN_Feat: 0.842 G_ID: 0.273 G_Rec: 0.437 D_GP: 0.023 D_real: 1.310 D_fake: 0.467 (epoch: 113, iters: 2304, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.902 G_ID: 0.171 G_Rec: 0.369 D_GP: 0.092 D_real: 0.614 D_fake: 0.725 (epoch: 113, iters: 2704, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 1.052 G_ID: 0.271 G_Rec: 0.455 D_GP: 0.078 D_real: 0.960 D_fake: 0.520 (epoch: 113, iters: 3104, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.982 G_ID: 0.164 G_Rec: 0.351 D_GP: 0.040 D_real: 0.803 D_fake: 0.679 (epoch: 113, iters: 3504, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.869 G_ID: 0.221 G_Rec: 0.364 D_GP: 0.028 D_real: 0.977 D_fake: 0.674 (epoch: 113, iters: 3904, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.760 G_ID: 0.167 G_Rec: 0.354 D_GP: 0.027 D_real: 1.275 D_fake: 0.603 (epoch: 113, iters: 4304, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.898 G_ID: 0.242 G_Rec: 0.401 D_GP: 0.031 D_real: 0.938 D_fake: 0.678 (epoch: 113, iters: 4704, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.720 G_ID: 0.140 G_Rec: 0.369 D_GP: 0.022 D_real: 1.104 D_fake: 0.720 (epoch: 113, iters: 5104, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.851 G_ID: 0.271 G_Rec: 0.406 D_GP: 0.032 D_real: 1.184 D_fake: 0.529 (epoch: 113, iters: 5504, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.928 G_ID: 0.167 G_Rec: 0.399 D_GP: 0.067 D_real: 0.853 D_fake: 0.691 (epoch: 113, iters: 5904, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.823 G_ID: 0.277 G_Rec: 0.407 D_GP: 0.021 D_real: 1.084 D_fake: 0.576 (epoch: 113, iters: 6304, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.797 G_ID: 0.160 G_Rec: 0.362 D_GP: 0.022 D_real: 1.103 D_fake: 0.714 (epoch: 113, iters: 6704, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.885 G_ID: 0.231 G_Rec: 0.386 D_GP: 0.030 D_real: 1.138 D_fake: 0.598 (epoch: 113, iters: 7104, time: 0.064) G_GAN: -0.012 G_GAN_Feat: 0.814 G_ID: 0.164 G_Rec: 0.352 D_GP: 0.053 D_real: 0.757 D_fake: 1.012 (epoch: 113, iters: 7504, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.783 G_ID: 0.284 G_Rec: 0.392 D_GP: 0.026 D_real: 1.135 D_fake: 0.664 (epoch: 113, iters: 7904, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.744 G_ID: 0.218 G_Rec: 0.379 D_GP: 0.032 D_real: 1.068 D_fake: 0.743 (epoch: 113, iters: 8304, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 1.091 G_ID: 0.239 G_Rec: 0.500 D_GP: 0.090 D_real: 0.917 D_fake: 0.618 (epoch: 114, iters: 96, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.811 G_ID: 0.159 G_Rec: 0.401 D_GP: 0.038 D_real: 1.014 D_fake: 0.720 (epoch: 114, iters: 496, time: 0.064) G_GAN: 0.621 G_GAN_Feat: 1.083 G_ID: 0.267 G_Rec: 0.424 D_GP: 0.134 D_real: 0.898 D_fake: 0.420 (epoch: 114, iters: 896, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 1.020 G_ID: 0.177 G_Rec: 0.423 D_GP: 0.290 D_real: 0.845 D_fake: 0.529 (epoch: 114, iters: 1296, time: 0.064) G_GAN: 0.690 G_GAN_Feat: 0.862 G_ID: 0.240 G_Rec: 0.383 D_GP: 0.032 D_real: 1.412 D_fake: 0.333 (epoch: 114, iters: 1696, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 1.013 G_ID: 0.164 G_Rec: 0.365 D_GP: 0.122 D_real: 0.470 D_fake: 0.862 (epoch: 114, iters: 2096, time: 0.064) G_GAN: 0.677 G_GAN_Feat: 0.745 G_ID: 0.272 G_Rec: 0.371 D_GP: 0.022 D_real: 1.484 D_fake: 0.346 (epoch: 114, iters: 2496, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.730 G_ID: 0.166 G_Rec: 0.389 D_GP: 0.031 D_real: 1.136 D_fake: 0.633 (epoch: 114, iters: 2896, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 0.905 G_ID: 0.241 G_Rec: 0.380 D_GP: 0.060 D_real: 1.170 D_fake: 0.527 (epoch: 114, iters: 3296, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.734 G_ID: 0.172 G_Rec: 0.357 D_GP: 0.030 D_real: 1.215 D_fake: 0.610 (epoch: 114, iters: 3696, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.867 G_ID: 0.223 G_Rec: 0.403 D_GP: 0.050 D_real: 1.165 D_fake: 0.493 (epoch: 114, iters: 4096, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.754 G_ID: 0.132 G_Rec: 0.374 D_GP: 0.028 D_real: 1.192 D_fake: 0.650 (epoch: 114, iters: 4496, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.880 G_ID: 0.278 G_Rec: 0.389 D_GP: 0.043 D_real: 0.980 D_fake: 0.691 (epoch: 114, iters: 4896, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.921 G_ID: 0.177 G_Rec: 0.381 D_GP: 0.046 D_real: 0.772 D_fake: 0.781 (epoch: 114, iters: 5296, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 0.931 G_ID: 0.221 G_Rec: 0.390 D_GP: 0.060 D_real: 0.643 D_fake: 0.776 (epoch: 114, iters: 5696, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 1.089 G_ID: 0.184 G_Rec: 0.396 D_GP: 0.518 D_real: 0.335 D_fake: 0.876 (epoch: 114, iters: 6096, time: 0.064) G_GAN: 0.072 G_GAN_Feat: 1.178 G_ID: 0.209 G_Rec: 0.423 D_GP: 0.137 D_real: 0.415 D_fake: 0.928 (epoch: 114, iters: 6496, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.844 G_ID: 0.134 G_Rec: 0.356 D_GP: 0.068 D_real: 0.833 D_fake: 0.715 (epoch: 114, iters: 6896, time: 0.064) G_GAN: 0.606 G_GAN_Feat: 0.947 G_ID: 0.299 G_Rec: 0.434 D_GP: 0.030 D_real: 1.152 D_fake: 0.405 (epoch: 114, iters: 7296, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.900 G_ID: 0.155 G_Rec: 0.424 D_GP: 0.048 D_real: 0.735 D_fake: 0.705 (epoch: 114, iters: 7696, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.835 G_ID: 0.245 G_Rec: 0.366 D_GP: 0.041 D_real: 1.078 D_fake: 0.729 (epoch: 114, iters: 8096, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.759 G_ID: 0.188 G_Rec: 0.372 D_GP: 0.026 D_real: 1.168 D_fake: 0.677 (epoch: 114, iters: 8496, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 1.087 G_ID: 0.237 G_Rec: 0.396 D_GP: 0.072 D_real: 0.570 D_fake: 0.564 (epoch: 115, iters: 288, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.814 G_ID: 0.159 G_Rec: 0.342 D_GP: 0.037 D_real: 0.921 D_fake: 0.780 (epoch: 115, iters: 688, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.873 G_ID: 0.272 G_Rec: 0.372 D_GP: 0.037 D_real: 1.181 D_fake: 0.531 (epoch: 115, iters: 1088, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.800 G_ID: 0.153 G_Rec: 0.418 D_GP: 0.028 D_real: 0.870 D_fake: 0.941 (epoch: 115, iters: 1488, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 0.974 G_ID: 0.264 G_Rec: 0.413 D_GP: 0.077 D_real: 0.861 D_fake: 0.595 (epoch: 115, iters: 1888, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 1.015 G_ID: 0.148 G_Rec: 0.406 D_GP: 0.029 D_real: 0.855 D_fake: 0.619 (epoch: 115, iters: 2288, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.759 G_ID: 0.252 G_Rec: 0.374 D_GP: 0.025 D_real: 1.268 D_fake: 0.495 (epoch: 115, iters: 2688, time: 0.064) G_GAN: 0.663 G_GAN_Feat: 0.903 G_ID: 0.162 G_Rec: 0.374 D_GP: 0.121 D_real: 1.110 D_fake: 0.424 (epoch: 115, iters: 3088, time: 0.064) G_GAN: 0.734 G_GAN_Feat: 0.917 G_ID: 0.252 G_Rec: 0.397 D_GP: 0.028 D_real: 1.366 D_fake: 0.339 (epoch: 115, iters: 3488, time: 0.064) G_GAN: 0.075 G_GAN_Feat: 0.678 G_ID: 0.144 G_Rec: 0.428 D_GP: 0.026 D_real: 0.940 D_fake: 0.925 (epoch: 115, iters: 3888, time: 0.064) G_GAN: 0.614 G_GAN_Feat: 0.917 G_ID: 0.241 G_Rec: 0.392 D_GP: 0.029 D_real: 1.264 D_fake: 0.392 (epoch: 115, iters: 4288, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.715 G_ID: 0.188 G_Rec: 0.322 D_GP: 0.027 D_real: 1.046 D_fake: 0.737 (epoch: 115, iters: 4688, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.891 G_ID: 0.245 G_Rec: 0.415 D_GP: 0.030 D_real: 0.920 D_fake: 0.737 (epoch: 115, iters: 5088, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.806 G_ID: 0.171 G_Rec: 0.361 D_GP: 0.042 D_real: 1.054 D_fake: 0.705 (epoch: 115, iters: 5488, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 1.214 G_ID: 0.241 G_Rec: 0.453 D_GP: 0.114 D_real: 0.346 D_fake: 0.833 (epoch: 115, iters: 5888, time: 0.064) G_GAN: -0.023 G_GAN_Feat: 0.785 G_ID: 0.189 G_Rec: 0.525 D_GP: 0.033 D_real: 0.822 D_fake: 1.023 (epoch: 115, iters: 6288, time: 0.064) G_GAN: 0.646 G_GAN_Feat: 1.036 G_ID: 0.249 G_Rec: 0.448 D_GP: 0.061 D_real: 0.941 D_fake: 0.364 (epoch: 115, iters: 6688, time: 0.064) G_GAN: 0.029 G_GAN_Feat: 1.008 G_ID: 0.169 G_Rec: 0.343 D_GP: 0.049 D_real: 0.378 D_fake: 0.971 (epoch: 115, iters: 7088, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.936 G_ID: 0.234 G_Rec: 0.429 D_GP: 0.048 D_real: 1.056 D_fake: 0.615 (epoch: 115, iters: 7488, time: 0.064) G_GAN: 0.645 G_GAN_Feat: 0.900 G_ID: 0.170 G_Rec: 0.361 D_GP: 0.056 D_real: 1.142 D_fake: 0.377 (epoch: 115, iters: 7888, time: 0.064) G_GAN: 0.603 G_GAN_Feat: 0.970 G_ID: 0.244 G_Rec: 0.381 D_GP: 0.052 D_real: 0.996 D_fake: 0.440 (epoch: 115, iters: 8288, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.581 G_ID: 0.151 G_Rec: 0.333 D_GP: 0.017 D_real: 1.387 D_fake: 0.601 (epoch: 116, iters: 80, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.681 G_ID: 0.235 G_Rec: 0.402 D_GP: 0.018 D_real: 1.158 D_fake: 0.724 (epoch: 116, iters: 480, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 0.619 G_ID: 0.141 G_Rec: 0.369 D_GP: 0.019 D_real: 1.328 D_fake: 0.626 (epoch: 116, iters: 880, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.723 G_ID: 0.271 G_Rec: 0.386 D_GP: 0.025 D_real: 1.036 D_fake: 0.741 (epoch: 116, iters: 1280, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.608 G_ID: 0.215 G_Rec: 0.350 D_GP: 0.024 D_real: 0.912 D_fake: 0.931 (epoch: 116, iters: 1680, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.809 G_ID: 0.241 G_Rec: 0.406 D_GP: 0.044 D_real: 0.893 D_fake: 0.690 (epoch: 116, iters: 2080, time: 0.064) G_GAN: 0.060 G_GAN_Feat: 0.611 G_ID: 0.165 G_Rec: 0.336 D_GP: 0.033 D_real: 0.983 D_fake: 0.940 (epoch: 116, iters: 2480, time: 0.064) G_GAN: 0.068 G_GAN_Feat: 0.697 G_ID: 0.264 G_Rec: 0.373 D_GP: 0.034 D_real: 0.810 D_fake: 0.932 (epoch: 116, iters: 2880, time: 0.064) G_GAN: -0.023 G_GAN_Feat: 0.690 G_ID: 0.175 G_Rec: 0.351 D_GP: 0.045 D_real: 0.776 D_fake: 1.023 (epoch: 116, iters: 3280, time: 0.064) G_GAN: 0.010 G_GAN_Feat: 0.792 G_ID: 0.239 G_Rec: 0.412 D_GP: 0.039 D_real: 0.787 D_fake: 0.990 (epoch: 116, iters: 3680, time: 0.064) G_GAN: 0.018 G_GAN_Feat: 0.804 G_ID: 0.207 G_Rec: 0.359 D_GP: 0.102 D_real: 0.575 D_fake: 0.985 (epoch: 116, iters: 4080, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 0.836 G_ID: 0.281 G_Rec: 0.394 D_GP: 0.032 D_real: 1.249 D_fake: 0.467 (epoch: 116, iters: 4480, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.811 G_ID: 0.179 G_Rec: 0.363 D_GP: 0.057 D_real: 1.028 D_fake: 0.767 (epoch: 116, iters: 4880, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 1.089 G_ID: 0.231 G_Rec: 0.429 D_GP: 0.092 D_real: 0.643 D_fake: 0.634 (epoch: 116, iters: 5280, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.863 G_ID: 0.152 G_Rec: 0.413 D_GP: 0.098 D_real: 0.988 D_fake: 0.736 (epoch: 116, iters: 5680, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 1.049 G_ID: 0.266 G_Rec: 0.409 D_GP: 0.074 D_real: 0.634 D_fake: 0.741 (epoch: 116, iters: 6080, time: 0.064) G_GAN: 0.541 G_GAN_Feat: 0.838 G_ID: 0.180 G_Rec: 0.365 D_GP: 0.094 D_real: 1.119 D_fake: 0.466 (epoch: 116, iters: 6480, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.748 G_ID: 0.241 G_Rec: 0.383 D_GP: 0.023 D_real: 0.959 D_fake: 0.754 (epoch: 116, iters: 6880, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.695 G_ID: 0.153 G_Rec: 0.331 D_GP: 0.035 D_real: 0.897 D_fake: 0.923 (epoch: 116, iters: 7280, time: 0.064) G_GAN: 0.676 G_GAN_Feat: 0.862 G_ID: 0.252 G_Rec: 0.411 D_GP: 0.029 D_real: 1.423 D_fake: 0.345 (epoch: 116, iters: 7680, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.713 G_ID: 0.168 G_Rec: 0.467 D_GP: 0.028 D_real: 1.149 D_fake: 0.751 (epoch: 116, iters: 8080, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 1.079 G_ID: 0.261 G_Rec: 0.420 D_GP: 0.152 D_real: 0.575 D_fake: 0.550 (epoch: 116, iters: 8480, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.895 G_ID: 0.132 G_Rec: 0.339 D_GP: 0.100 D_real: 0.743 D_fake: 0.662 (epoch: 117, iters: 272, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.735 G_ID: 0.259 G_Rec: 0.421 D_GP: 0.022 D_real: 1.059 D_fake: 0.725 (epoch: 117, iters: 672, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.644 G_ID: 0.184 G_Rec: 0.330 D_GP: 0.026 D_real: 1.047 D_fake: 0.872 (epoch: 117, iters: 1072, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.805 G_ID: 0.280 G_Rec: 0.400 D_GP: 0.045 D_real: 1.187 D_fake: 0.556 (epoch: 117, iters: 1472, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.721 G_ID: 0.160 G_Rec: 0.366 D_GP: 0.046 D_real: 1.229 D_fake: 0.560 (epoch: 117, iters: 1872, time: 0.064) G_GAN: 0.778 G_GAN_Feat: 0.825 G_ID: 0.229 G_Rec: 0.398 D_GP: 0.042 D_real: 1.411 D_fake: 0.273 (epoch: 117, iters: 2272, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.708 G_ID: 0.161 G_Rec: 0.345 D_GP: 0.039 D_real: 1.106 D_fake: 0.729 (epoch: 117, iters: 2672, time: 0.064) G_GAN: 0.560 G_GAN_Feat: 0.835 G_ID: 0.220 G_Rec: 0.376 D_GP: 0.040 D_real: 1.151 D_fake: 0.455 (epoch: 117, iters: 3072, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.641 G_ID: 0.149 G_Rec: 0.316 D_GP: 0.023 D_real: 1.128 D_fake: 0.774 (epoch: 117, iters: 3472, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.985 G_ID: 0.255 G_Rec: 0.381 D_GP: 0.289 D_real: 0.539 D_fake: 0.689 (epoch: 117, iters: 3872, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.874 G_ID: 0.143 G_Rec: 0.360 D_GP: 0.233 D_real: 0.502 D_fake: 0.860 (epoch: 117, iters: 4272, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.952 G_ID: 0.249 G_Rec: 0.442 D_GP: 0.088 D_real: 0.792 D_fake: 0.583 (epoch: 117, iters: 4672, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.672 G_ID: 0.187 G_Rec: 0.336 D_GP: 0.025 D_real: 1.113 D_fake: 0.739 (epoch: 117, iters: 5072, time: 0.064) G_GAN: 0.812 G_GAN_Feat: 0.880 G_ID: 0.214 G_Rec: 0.409 D_GP: 0.040 D_real: 1.355 D_fake: 0.287 (epoch: 117, iters: 5472, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 1.045 G_ID: 0.174 G_Rec: 0.388 D_GP: 0.333 D_real: 0.484 D_fake: 0.715 (epoch: 117, iters: 5872, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.908 G_ID: 0.314 G_Rec: 0.369 D_GP: 0.049 D_real: 0.722 D_fake: 0.785 (epoch: 117, iters: 6272, time: 0.064) G_GAN: 0.152 G_GAN_Feat: 0.843 G_ID: 0.178 G_Rec: 0.369 D_GP: 0.152 D_real: 0.643 D_fake: 0.849 (epoch: 117, iters: 6672, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 1.211 G_ID: 0.276 G_Rec: 0.471 D_GP: 0.147 D_real: 1.091 D_fake: 0.516 (epoch: 117, iters: 7072, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.740 G_ID: 0.192 G_Rec: 0.402 D_GP: 0.035 D_real: 1.114 D_fake: 0.647 (epoch: 117, iters: 7472, time: 0.064) G_GAN: 0.643 G_GAN_Feat: 0.933 G_ID: 0.301 G_Rec: 0.390 D_GP: 0.071 D_real: 1.061 D_fake: 0.378 (epoch: 117, iters: 7872, time: 0.064) G_GAN: 0.434 G_GAN_Feat: 0.817 G_ID: 0.162 G_Rec: 0.356 D_GP: 0.047 D_real: 1.080 D_fake: 0.569 (epoch: 117, iters: 8272, time: 0.064) G_GAN: 0.540 G_GAN_Feat: 0.773 G_ID: 0.243 G_Rec: 0.393 D_GP: 0.027 D_real: 1.321 D_fake: 0.464 (epoch: 118, iters: 64, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.729 G_ID: 0.189 G_Rec: 0.327 D_GP: 0.042 D_real: 1.058 D_fake: 0.784 (epoch: 118, iters: 464, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 1.131 G_ID: 0.255 G_Rec: 0.396 D_GP: 0.190 D_real: 0.175 D_fake: 0.846 (epoch: 118, iters: 864, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.923 G_ID: 0.161 G_Rec: 0.370 D_GP: 0.136 D_real: 0.778 D_fake: 0.633 (epoch: 118, iters: 1264, time: 0.064) G_GAN: 0.551 G_GAN_Feat: 0.919 G_ID: 0.214 G_Rec: 0.405 D_GP: 0.026 D_real: 1.308 D_fake: 0.452 (epoch: 118, iters: 1664, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 0.796 G_ID: 0.138 G_Rec: 0.328 D_GP: 0.061 D_real: 1.153 D_fake: 0.484 (epoch: 118, iters: 2064, time: 0.064) G_GAN: 0.545 G_GAN_Feat: 0.857 G_ID: 0.215 G_Rec: 0.394 D_GP: 0.032 D_real: 1.126 D_fake: 0.458 (epoch: 118, iters: 2464, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.761 G_ID: 0.169 G_Rec: 0.396 D_GP: 0.028 D_real: 1.169 D_fake: 0.608 (epoch: 118, iters: 2864, time: 0.064) G_GAN: 0.662 G_GAN_Feat: 0.762 G_ID: 0.224 G_Rec: 0.396 D_GP: 0.023 D_real: 1.411 D_fake: 0.352 (epoch: 118, iters: 3264, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.584 G_ID: 0.164 G_Rec: 0.350 D_GP: 0.022 D_real: 1.154 D_fake: 0.780 (epoch: 118, iters: 3664, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.753 G_ID: 0.263 G_Rec: 0.370 D_GP: 0.029 D_real: 1.070 D_fake: 0.587 (epoch: 118, iters: 4064, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.746 G_ID: 0.174 G_Rec: 0.337 D_GP: 0.045 D_real: 0.990 D_fake: 0.799 (epoch: 118, iters: 4464, time: 0.064) G_GAN: 0.598 G_GAN_Feat: 0.941 G_ID: 0.224 G_Rec: 0.386 D_GP: 0.250 D_real: 0.879 D_fake: 0.422 (epoch: 118, iters: 4864, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.779 G_ID: 0.149 G_Rec: 0.373 D_GP: 0.051 D_real: 0.986 D_fake: 0.718 (epoch: 118, iters: 5264, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.894 G_ID: 0.255 G_Rec: 0.371 D_GP: 0.080 D_real: 0.820 D_fake: 0.662 (epoch: 118, iters: 5664, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.820 G_ID: 0.168 G_Rec: 0.392 D_GP: 0.047 D_real: 0.724 D_fake: 0.878 (epoch: 118, iters: 6064, time: 0.064) G_GAN: 0.924 G_GAN_Feat: 1.193 G_ID: 0.223 G_Rec: 0.467 D_GP: 0.052 D_real: 1.473 D_fake: 0.244 (epoch: 118, iters: 6464, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.945 G_ID: 0.131 G_Rec: 0.339 D_GP: 0.116 D_real: 0.448 D_fake: 0.887 (epoch: 118, iters: 6864, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.689 G_ID: 0.243 G_Rec: 0.415 D_GP: 0.018 D_real: 1.109 D_fake: 0.668 (epoch: 118, iters: 7264, time: 0.064) G_GAN: 0.047 G_GAN_Feat: 0.692 G_ID: 0.182 G_Rec: 0.363 D_GP: 0.023 D_real: 0.972 D_fake: 0.953 (epoch: 118, iters: 7664, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.777 G_ID: 0.204 G_Rec: 0.408 D_GP: 0.023 D_real: 1.165 D_fake: 0.620 (epoch: 118, iters: 8064, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.653 G_ID: 0.168 G_Rec: 0.365 D_GP: 0.022 D_real: 0.970 D_fake: 0.895 (epoch: 118, iters: 8464, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.796 G_ID: 0.235 G_Rec: 0.415 D_GP: 0.034 D_real: 0.912 D_fake: 0.826 (epoch: 119, iters: 256, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.740 G_ID: 0.154 G_Rec: 0.375 D_GP: 0.078 D_real: 0.915 D_fake: 0.788 (epoch: 119, iters: 656, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 1.097 G_ID: 0.216 G_Rec: 0.418 D_GP: 0.075 D_real: 0.446 D_fake: 0.670 (epoch: 119, iters: 1056, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.703 G_ID: 0.197 G_Rec: 0.333 D_GP: 0.033 D_real: 1.051 D_fake: 0.842 (epoch: 119, iters: 1456, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 1.001 G_ID: 0.207 G_Rec: 0.396 D_GP: 0.049 D_real: 0.765 D_fake: 0.547 (epoch: 119, iters: 1856, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.712 G_ID: 0.171 G_Rec: 0.326 D_GP: 0.027 D_real: 1.252 D_fake: 0.621 (epoch: 119, iters: 2256, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.713 G_ID: 0.249 G_Rec: 0.367 D_GP: 0.027 D_real: 1.059 D_fake: 0.768 (epoch: 119, iters: 2656, time: 0.064) G_GAN: 0.104 G_GAN_Feat: 0.695 G_ID: 0.138 G_Rec: 0.353 D_GP: 0.037 D_real: 0.932 D_fake: 0.896 (epoch: 119, iters: 3056, time: 0.064) G_GAN: 0.580 G_GAN_Feat: 0.882 G_ID: 0.276 G_Rec: 0.392 D_GP: 0.060 D_real: 1.073 D_fake: 0.459 (epoch: 119, iters: 3456, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.707 G_ID: 0.166 G_Rec: 0.333 D_GP: 0.037 D_real: 0.947 D_fake: 0.823 (epoch: 119, iters: 3856, time: 0.064) G_GAN: 0.189 G_GAN_Feat: 0.859 G_ID: 0.260 G_Rec: 0.439 D_GP: 0.038 D_real: 0.852 D_fake: 0.811 (epoch: 119, iters: 4256, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.701 G_ID: 0.138 G_Rec: 0.308 D_GP: 0.034 D_real: 1.027 D_fake: 0.777 (epoch: 119, iters: 4656, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.922 G_ID: 0.260 G_Rec: 0.384 D_GP: 0.057 D_real: 0.966 D_fake: 0.726 (epoch: 119, iters: 5056, time: 0.064) G_GAN: -0.072 G_GAN_Feat: 0.697 G_ID: 0.176 G_Rec: 0.346 D_GP: 0.028 D_real: 0.742 D_fake: 1.072 (epoch: 119, iters: 5456, time: 0.064) G_GAN: 0.740 G_GAN_Feat: 0.805 G_ID: 0.221 G_Rec: 0.376 D_GP: 0.028 D_real: 1.429 D_fake: 0.280 (epoch: 119, iters: 5856, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.770 G_ID: 0.152 G_Rec: 0.347 D_GP: 0.049 D_real: 1.043 D_fake: 0.777 (epoch: 119, iters: 6256, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.838 G_ID: 0.282 G_Rec: 0.384 D_GP: 0.026 D_real: 1.144 D_fake: 0.591 (epoch: 119, iters: 6656, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.912 G_ID: 0.157 G_Rec: 0.386 D_GP: 0.038 D_real: 0.595 D_fake: 0.789 (epoch: 119, iters: 7056, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 1.007 G_ID: 0.213 G_Rec: 0.367 D_GP: 0.063 D_real: 0.496 D_fake: 0.774 (epoch: 119, iters: 7456, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.867 G_ID: 0.174 G_Rec: 0.348 D_GP: 0.049 D_real: 0.771 D_fake: 0.694 (epoch: 119, iters: 7856, time: 0.064) G_GAN: 0.629 G_GAN_Feat: 0.988 G_ID: 0.244 G_Rec: 0.418 D_GP: 0.036 D_real: 1.101 D_fake: 0.379 (epoch: 119, iters: 8256, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.845 G_ID: 0.155 G_Rec: 0.349 D_GP: 0.051 D_real: 0.841 D_fake: 0.693 (epoch: 120, iters: 48, time: 0.064) G_GAN: 0.504 G_GAN_Feat: 0.841 G_ID: 0.196 G_Rec: 0.402 D_GP: 0.024 D_real: 1.160 D_fake: 0.500 (epoch: 120, iters: 448, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 1.148 G_ID: 0.161 G_Rec: 0.401 D_GP: 1.558 D_real: 0.469 D_fake: 0.724 (epoch: 120, iters: 848, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.824 G_ID: 0.248 G_Rec: 0.418 D_GP: 0.025 D_real: 1.095 D_fake: 0.656 (epoch: 120, iters: 1248, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.770 G_ID: 0.159 G_Rec: 0.386 D_GP: 0.044 D_real: 1.215 D_fake: 0.537 (epoch: 120, iters: 1648, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.898 G_ID: 0.225 G_Rec: 0.415 D_GP: 0.039 D_real: 0.968 D_fake: 0.596 (epoch: 120, iters: 2048, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.745 G_ID: 0.153 G_Rec: 0.366 D_GP: 0.041 D_real: 1.021 D_fake: 0.722 (epoch: 120, iters: 2448, time: 0.064) G_GAN: 0.589 G_GAN_Feat: 0.986 G_ID: 0.257 G_Rec: 0.397 D_GP: 0.067 D_real: 0.998 D_fake: 0.443 (epoch: 120, iters: 2848, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.699 G_ID: 0.165 G_Rec: 0.327 D_GP: 0.034 D_real: 1.106 D_fake: 0.800 (epoch: 120, iters: 3248, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.830 G_ID: 0.217 G_Rec: 0.388 D_GP: 0.027 D_real: 1.312 D_fake: 0.485 (epoch: 120, iters: 3648, time: 0.064) G_GAN: 0.510 G_GAN_Feat: 0.768 G_ID: 0.148 G_Rec: 0.347 D_GP: 0.038 D_real: 1.274 D_fake: 0.520 (epoch: 120, iters: 4048, time: 0.064) G_GAN: 0.618 G_GAN_Feat: 0.885 G_ID: 0.206 G_Rec: 0.389 D_GP: 0.054 D_real: 1.253 D_fake: 0.427 (epoch: 120, iters: 4448, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 0.879 G_ID: 0.164 G_Rec: 0.366 D_GP: 0.064 D_real: 0.966 D_fake: 0.529 (epoch: 120, iters: 4848, time: 0.064) G_GAN: 0.647 G_GAN_Feat: 0.769 G_ID: 0.244 G_Rec: 0.374 D_GP: 0.026 D_real: 1.443 D_fake: 0.356 (epoch: 120, iters: 5248, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.639 G_ID: 0.175 G_Rec: 0.327 D_GP: 0.023 D_real: 1.203 D_fake: 0.741 (epoch: 120, iters: 5648, time: 0.064) G_GAN: 0.399 G_GAN_Feat: 0.933 G_ID: 0.275 G_Rec: 0.392 D_GP: 0.052 D_real: 0.865 D_fake: 0.625 (epoch: 120, iters: 6048, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.968 G_ID: 0.208 G_Rec: 0.355 D_GP: 0.085 D_real: 0.509 D_fake: 0.700 (epoch: 120, iters: 6448, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.804 G_ID: 0.230 G_Rec: 0.385 D_GP: 0.033 D_real: 1.028 D_fake: 0.799 (epoch: 120, iters: 6848, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.930 G_ID: 0.153 G_Rec: 0.366 D_GP: 0.245 D_real: 0.590 D_fake: 0.733 (epoch: 120, iters: 7248, time: 0.064) G_GAN: 0.698 G_GAN_Feat: 0.902 G_ID: 0.240 G_Rec: 0.401 D_GP: 0.036 D_real: 1.237 D_fake: 0.315 (epoch: 120, iters: 7648, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.748 G_ID: 0.196 G_Rec: 0.400 D_GP: 0.030 D_real: 0.959 D_fake: 0.845 (epoch: 120, iters: 8048, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.869 G_ID: 0.262 G_Rec: 0.364 D_GP: 0.048 D_real: 0.917 D_fake: 0.660 (epoch: 120, iters: 8448, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.700 G_ID: 0.151 G_Rec: 0.312 D_GP: 0.024 D_real: 1.153 D_fake: 0.669 (epoch: 121, iters: 240, time: 0.064) G_GAN: 0.146 G_GAN_Feat: 0.771 G_ID: 0.226 G_Rec: 0.383 D_GP: 0.022 D_real: 0.931 D_fake: 0.854 (epoch: 121, iters: 640, time: 0.064) G_GAN: 0.056 G_GAN_Feat: 0.733 G_ID: 0.182 G_Rec: 0.317 D_GP: 0.040 D_real: 0.951 D_fake: 0.944 (epoch: 121, iters: 1040, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.871 G_ID: 0.251 G_Rec: 0.373 D_GP: 0.023 D_real: 1.073 D_fake: 0.657 (epoch: 121, iters: 1440, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.853 G_ID: 0.156 G_Rec: 0.335 D_GP: 0.059 D_real: 1.016 D_fake: 0.488 (epoch: 121, iters: 1840, time: 0.064) G_GAN: 0.528 G_GAN_Feat: 0.852 G_ID: 0.214 G_Rec: 0.373 D_GP: 0.028 D_real: 1.241 D_fake: 0.516 (epoch: 121, iters: 2240, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.806 G_ID: 0.176 G_Rec: 0.361 D_GP: 0.028 D_real: 0.956 D_fake: 0.753 (epoch: 121, iters: 2640, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.819 G_ID: 0.248 G_Rec: 0.391 D_GP: 0.022 D_real: 1.080 D_fake: 0.650 (epoch: 121, iters: 3040, time: 0.064) G_GAN: 0.042 G_GAN_Feat: 0.892 G_ID: 0.158 G_Rec: 0.338 D_GP: 0.052 D_real: 0.393 D_fake: 0.958 (epoch: 121, iters: 3440, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.853 G_ID: 0.231 G_Rec: 0.422 D_GP: 0.026 D_real: 1.124 D_fake: 0.614 (epoch: 121, iters: 3840, time: 0.064) G_GAN: 0.704 G_GAN_Feat: 0.712 G_ID: 0.159 G_Rec: 0.308 D_GP: 0.025 D_real: 1.548 D_fake: 0.324 (epoch: 121, iters: 4240, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.828 G_ID: 0.241 G_Rec: 0.379 D_GP: 0.036 D_real: 1.112 D_fake: 0.597 (epoch: 121, iters: 4640, time: 0.064) G_GAN: 0.650 G_GAN_Feat: 0.837 G_ID: 0.140 G_Rec: 0.361 D_GP: 0.045 D_real: 1.312 D_fake: 0.425 (epoch: 121, iters: 5040, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.802 G_ID: 0.218 G_Rec: 0.390 D_GP: 0.028 D_real: 1.203 D_fake: 0.526 (epoch: 121, iters: 5440, time: 0.064) G_GAN: -0.101 G_GAN_Feat: 0.659 G_ID: 0.219 G_Rec: 0.354 D_GP: 0.024 D_real: 0.854 D_fake: 1.101 (epoch: 121, iters: 5840, time: 0.064) G_GAN: 0.583 G_GAN_Feat: 0.876 G_ID: 0.235 G_Rec: 0.398 D_GP: 0.039 D_real: 1.189 D_fake: 0.422 (epoch: 121, iters: 6240, time: 0.064) G_GAN: 0.146 G_GAN_Feat: 0.819 G_ID: 0.162 G_Rec: 0.335 D_GP: 0.067 D_real: 0.791 D_fake: 0.854 (epoch: 121, iters: 6640, time: 0.064) G_GAN: 0.738 G_GAN_Feat: 0.931 G_ID: 0.228 G_Rec: 0.384 D_GP: 0.030 D_real: 1.234 D_fake: 0.300 (epoch: 121, iters: 7040, time: 0.064) G_GAN: 0.605 G_GAN_Feat: 0.720 G_ID: 0.156 G_Rec: 0.388 D_GP: 0.025 D_real: 1.408 D_fake: 0.439 (epoch: 121, iters: 7440, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.972 G_ID: 0.285 G_Rec: 0.416 D_GP: 0.051 D_real: 0.950 D_fake: 0.526 (epoch: 121, iters: 7840, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 0.766 G_ID: 0.151 G_Rec: 0.330 D_GP: 0.034 D_real: 1.207 D_fake: 0.593 (epoch: 121, iters: 8240, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.857 G_ID: 0.221 G_Rec: 0.500 D_GP: 0.024 D_real: 1.224 D_fake: 0.577 (epoch: 122, iters: 32, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.668 G_ID: 0.166 G_Rec: 0.356 D_GP: 0.025 D_real: 1.008 D_fake: 0.810 (epoch: 122, iters: 432, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.999 G_ID: 0.272 G_Rec: 0.401 D_GP: 0.068 D_real: 0.868 D_fake: 0.612 (epoch: 122, iters: 832, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.745 G_ID: 0.134 G_Rec: 0.327 D_GP: 0.041 D_real: 0.995 D_fake: 0.791 (epoch: 122, iters: 1232, time: 0.064) G_GAN: 0.693 G_GAN_Feat: 0.963 G_ID: 0.248 G_Rec: 0.376 D_GP: 0.031 D_real: 1.188 D_fake: 0.345 (epoch: 122, iters: 1632, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.650 G_ID: 0.152 G_Rec: 0.339 D_GP: 0.022 D_real: 1.449 D_fake: 0.496 (epoch: 122, iters: 2032, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.867 G_ID: 0.240 G_Rec: 0.378 D_GP: 0.055 D_real: 1.062 D_fake: 0.520 (epoch: 122, iters: 2432, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.756 G_ID: 0.169 G_Rec: 0.361 D_GP: 0.030 D_real: 1.087 D_fake: 0.749 (epoch: 122, iters: 2832, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 1.122 G_ID: 0.237 G_Rec: 0.438 D_GP: 0.254 D_real: 0.546 D_fake: 0.483 (epoch: 122, iters: 3232, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.723 G_ID: 0.145 G_Rec: 0.327 D_GP: 0.030 D_real: 1.059 D_fake: 0.770 (epoch: 122, iters: 3632, time: 0.064) G_GAN: 0.626 G_GAN_Feat: 0.824 G_ID: 0.268 G_Rec: 0.415 D_GP: 0.026 D_real: 1.386 D_fake: 0.390 (epoch: 122, iters: 4032, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.703 G_ID: 0.158 G_Rec: 0.315 D_GP: 0.028 D_real: 1.148 D_fake: 0.733 (epoch: 122, iters: 4432, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.995 G_ID: 0.266 G_Rec: 0.417 D_GP: 0.087 D_real: 0.426 D_fake: 0.846 (epoch: 122, iters: 4832, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 0.730 G_ID: 0.155 G_Rec: 0.340 D_GP: 0.025 D_real: 1.278 D_fake: 0.586 (epoch: 122, iters: 5232, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.821 G_ID: 0.223 G_Rec: 0.415 D_GP: 0.020 D_real: 1.282 D_fake: 0.538 (epoch: 122, iters: 5632, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.968 G_ID: 0.157 G_Rec: 0.360 D_GP: 0.326 D_real: 0.536 D_fake: 0.729 (epoch: 122, iters: 6032, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.875 G_ID: 0.218 G_Rec: 0.396 D_GP: 0.041 D_real: 0.949 D_fake: 0.771 (epoch: 122, iters: 6432, time: 0.064) G_GAN: 0.430 G_GAN_Feat: 0.818 G_ID: 0.156 G_Rec: 0.363 D_GP: 0.037 D_real: 1.086 D_fake: 0.577 (epoch: 122, iters: 6832, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.976 G_ID: 0.223 G_Rec: 0.414 D_GP: 0.086 D_real: 0.771 D_fake: 0.552 (epoch: 122, iters: 7232, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.679 G_ID: 0.157 G_Rec: 0.343 D_GP: 0.034 D_real: 0.932 D_fake: 0.913 (epoch: 122, iters: 7632, time: 0.064) G_GAN: 0.037 G_GAN_Feat: 0.902 G_ID: 0.243 G_Rec: 0.404 D_GP: 0.084 D_real: 0.483 D_fake: 0.963 (epoch: 122, iters: 8032, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.738 G_ID: 0.164 G_Rec: 0.343 D_GP: 0.035 D_real: 1.134 D_fake: 0.738 (epoch: 122, iters: 8432, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.948 G_ID: 0.236 G_Rec: 0.410 D_GP: 0.061 D_real: 0.767 D_fake: 0.620 (epoch: 123, iters: 224, time: 0.064) G_GAN: 0.609 G_GAN_Feat: 1.026 G_ID: 0.168 G_Rec: 0.396 D_GP: 0.749 D_real: 0.695 D_fake: 0.466 (epoch: 123, iters: 624, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 1.014 G_ID: 0.270 G_Rec: 0.414 D_GP: 0.184 D_real: 0.294 D_fake: 0.938 (epoch: 123, iters: 1024, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.857 G_ID: 0.153 G_Rec: 0.341 D_GP: 0.054 D_real: 1.074 D_fake: 0.635 (epoch: 123, iters: 1424, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 0.783 G_ID: 0.212 G_Rec: 0.411 D_GP: 0.021 D_real: 1.257 D_fake: 0.522 (epoch: 123, iters: 1824, time: 0.064) G_GAN: -0.062 G_GAN_Feat: 0.740 G_ID: 0.167 G_Rec: 0.323 D_GP: 0.032 D_real: 0.855 D_fake: 1.062 (epoch: 123, iters: 2224, time: 0.064) G_GAN: 0.885 G_GAN_Feat: 1.047 G_ID: 0.258 G_Rec: 0.424 D_GP: 0.183 D_real: 0.945 D_fake: 0.274 (epoch: 123, iters: 2624, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.823 G_ID: 0.153 G_Rec: 0.353 D_GP: 0.033 D_real: 1.139 D_fake: 0.541 (epoch: 123, iters: 3024, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.904 G_ID: 0.223 G_Rec: 0.403 D_GP: 0.032 D_real: 1.142 D_fake: 0.494 (epoch: 123, iters: 3424, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 0.931 G_ID: 0.147 G_Rec: 0.354 D_GP: 0.195 D_real: 0.833 D_fake: 0.502 (epoch: 123, iters: 3824, time: 0.064) G_GAN: 0.683 G_GAN_Feat: 0.973 G_ID: 0.260 G_Rec: 0.461 D_GP: 0.039 D_real: 1.352 D_fake: 0.350 (epoch: 123, iters: 4224, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.679 G_ID: 0.163 G_Rec: 0.333 D_GP: 0.028 D_real: 1.145 D_fake: 0.686 (epoch: 123, iters: 4624, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 0.918 G_ID: 0.240 G_Rec: 0.383 D_GP: 0.058 D_real: 0.972 D_fake: 0.511 (epoch: 123, iters: 5024, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.627 G_ID: 0.150 G_Rec: 0.363 D_GP: 0.019 D_real: 1.272 D_fake: 0.575 (epoch: 123, iters: 5424, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 0.821 G_ID: 0.233 G_Rec: 0.385 D_GP: 0.035 D_real: 1.116 D_fake: 0.485 (epoch: 123, iters: 5824, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.703 G_ID: 0.142 G_Rec: 0.324 D_GP: 0.037 D_real: 0.939 D_fake: 0.881 (epoch: 123, iters: 6224, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.826 G_ID: 0.247 G_Rec: 0.404 D_GP: 0.023 D_real: 1.339 D_fake: 0.435 (epoch: 123, iters: 6624, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.805 G_ID: 0.169 G_Rec: 0.358 D_GP: 0.055 D_real: 0.939 D_fake: 0.704 (epoch: 123, iters: 7024, time: 0.064) G_GAN: 0.756 G_GAN_Feat: 1.036 G_ID: 0.235 G_Rec: 0.421 D_GP: 0.121 D_real: 0.878 D_fake: 0.322 (epoch: 123, iters: 7424, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.700 G_ID: 0.169 G_Rec: 0.352 D_GP: 0.031 D_real: 1.088 D_fake: 0.756 (epoch: 123, iters: 7824, time: 0.064) G_GAN: 0.488 G_GAN_Feat: 1.001 G_ID: 0.231 G_Rec: 0.398 D_GP: 0.068 D_real: 0.808 D_fake: 0.516 (epoch: 123, iters: 8224, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 0.790 G_ID: 0.168 G_Rec: 0.337 D_GP: 0.036 D_real: 1.253 D_fake: 0.511 (epoch: 124, iters: 16, time: 0.064) G_GAN: 0.553 G_GAN_Feat: 0.947 G_ID: 0.224 G_Rec: 0.411 D_GP: 0.046 D_real: 1.129 D_fake: 0.462 (epoch: 124, iters: 416, time: 0.064) G_GAN: 0.003 G_GAN_Feat: 0.846 G_ID: 0.239 G_Rec: 0.345 D_GP: 0.055 D_real: 0.625 D_fake: 0.999 (epoch: 124, iters: 816, time: 0.064) G_GAN: 0.741 G_GAN_Feat: 1.034 G_ID: 0.251 G_Rec: 0.387 D_GP: 0.121 D_real: 1.060 D_fake: 0.287 (epoch: 124, iters: 1216, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.682 G_ID: 0.148 G_Rec: 0.379 D_GP: 0.021 D_real: 1.194 D_fake: 0.762 (epoch: 124, iters: 1616, time: 0.064) G_GAN: 0.532 G_GAN_Feat: 1.000 G_ID: 0.237 G_Rec: 0.438 D_GP: 0.139 D_real: 0.971 D_fake: 0.473 (epoch: 124, iters: 2016, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.727 G_ID: 0.158 G_Rec: 0.318 D_GP: 0.047 D_real: 0.946 D_fake: 0.830 (epoch: 124, iters: 2416, time: 0.064) G_GAN: 0.430 G_GAN_Feat: 0.979 G_ID: 0.239 G_Rec: 0.419 D_GP: 0.067 D_real: 0.881 D_fake: 0.571 (epoch: 124, iters: 2816, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.820 G_ID: 0.153 G_Rec: 0.328 D_GP: 0.040 D_real: 1.148 D_fake: 0.644 (epoch: 124, iters: 3216, time: 0.064) G_GAN: 0.608 G_GAN_Feat: 0.981 G_ID: 0.216 G_Rec: 0.381 D_GP: 0.066 D_real: 0.851 D_fake: 0.417 (epoch: 124, iters: 3616, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.709 G_ID: 0.182 G_Rec: 0.360 D_GP: 0.028 D_real: 1.210 D_fake: 0.671 (epoch: 124, iters: 4016, time: 0.064) G_GAN: 0.633 G_GAN_Feat: 0.839 G_ID: 0.237 G_Rec: 0.399 D_GP: 0.026 D_real: 1.321 D_fake: 0.398 (epoch: 124, iters: 4416, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.790 G_ID: 0.173 G_Rec: 0.359 D_GP: 0.043 D_real: 1.077 D_fake: 0.685 (epoch: 124, iters: 4816, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.934 G_ID: 0.265 G_Rec: 0.398 D_GP: 0.060 D_real: 0.726 D_fake: 0.704 (epoch: 124, iters: 5216, time: 0.064) G_GAN: -0.025 G_GAN_Feat: 0.862 G_ID: 0.168 G_Rec: 0.373 D_GP: 0.066 D_real: 0.758 D_fake: 1.025 (epoch: 124, iters: 5616, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.802 G_ID: 0.237 G_Rec: 0.348 D_GP: 0.029 D_real: 1.017 D_fake: 0.721 (epoch: 124, iters: 6016, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.806 G_ID: 0.149 G_Rec: 0.359 D_GP: 0.063 D_real: 1.078 D_fake: 0.624 (epoch: 124, iters: 6416, time: 0.064) G_GAN: 0.588 G_GAN_Feat: 1.019 G_ID: 0.237 G_Rec: 0.441 D_GP: 0.106 D_real: 1.096 D_fake: 0.473 (epoch: 124, iters: 6816, time: 0.064) G_GAN: -0.010 G_GAN_Feat: 0.873 G_ID: 0.157 G_Rec: 0.369 D_GP: 0.030 D_real: 0.750 D_fake: 1.012 (epoch: 124, iters: 7216, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 1.126 G_ID: 0.269 G_Rec: 0.380 D_GP: 0.097 D_real: 0.622 D_fake: 0.444 (epoch: 124, iters: 7616, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.726 G_ID: 0.125 G_Rec: 0.330 D_GP: 0.024 D_real: 1.026 D_fake: 0.856 (epoch: 124, iters: 8016, time: 0.064) G_GAN: 0.604 G_GAN_Feat: 0.912 G_ID: 0.217 G_Rec: 0.393 D_GP: 0.034 D_real: 1.225 D_fake: 0.403 (epoch: 124, iters: 8416, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.945 G_ID: 0.161 G_Rec: 0.373 D_GP: 0.366 D_real: 0.520 D_fake: 0.848 (epoch: 125, iters: 208, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.916 G_ID: 0.239 G_Rec: 0.384 D_GP: 0.035 D_real: 1.059 D_fake: 0.530 (epoch: 125, iters: 608, time: 0.064) G_GAN: 0.081 G_GAN_Feat: 0.702 G_ID: 0.178 G_Rec: 0.336 D_GP: 0.027 D_real: 0.980 D_fake: 0.919 (epoch: 125, iters: 1008, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 1.068 G_ID: 0.216 G_Rec: 0.429 D_GP: 0.066 D_real: 0.766 D_fake: 0.771 (epoch: 125, iters: 1408, time: 0.064) G_GAN: -0.032 G_GAN_Feat: 0.886 G_ID: 0.153 G_Rec: 0.337 D_GP: 0.053 D_real: 0.454 D_fake: 1.032 (epoch: 125, iters: 1808, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 1.065 G_ID: 0.253 G_Rec: 0.390 D_GP: 0.069 D_real: 0.426 D_fake: 0.820 (epoch: 125, iters: 2208, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.987 G_ID: 0.165 G_Rec: 0.334 D_GP: 0.194 D_real: 0.516 D_fake: 0.872 (epoch: 125, iters: 2608, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.908 G_ID: 0.242 G_Rec: 0.424 D_GP: 0.025 D_real: 1.086 D_fake: 0.632 (epoch: 125, iters: 3008, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.632 G_ID: 0.183 G_Rec: 0.342 D_GP: 0.020 D_real: 1.102 D_fake: 0.821 (epoch: 125, iters: 3408, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.764 G_ID: 0.268 G_Rec: 0.372 D_GP: 0.024 D_real: 1.107 D_fake: 0.652 (epoch: 125, iters: 3808, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.732 G_ID: 0.135 G_Rec: 0.336 D_GP: 0.062 D_real: 0.869 D_fake: 0.833 (epoch: 125, iters: 4208, time: 0.064) G_GAN: 0.585 G_GAN_Feat: 0.800 G_ID: 0.249 G_Rec: 0.382 D_GP: 0.027 D_real: 1.313 D_fake: 0.424 (epoch: 125, iters: 4608, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 1.047 G_ID: 0.183 G_Rec: 0.351 D_GP: 0.093 D_real: 0.528 D_fake: 0.821 (epoch: 125, iters: 5008, time: 0.064) G_GAN: 0.531 G_GAN_Feat: 0.866 G_ID: 0.245 G_Rec: 0.379 D_GP: 0.049 D_real: 1.131 D_fake: 0.476 (epoch: 125, iters: 5408, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.869 G_ID: 0.147 G_Rec: 0.358 D_GP: 0.043 D_real: 1.127 D_fake: 0.549 (epoch: 125, iters: 5808, time: 0.064) G_GAN: 0.549 G_GAN_Feat: 1.077 G_ID: 0.257 G_Rec: 0.471 D_GP: 0.210 D_real: 0.810 D_fake: 0.460 (epoch: 125, iters: 6208, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.855 G_ID: 0.170 G_Rec: 0.348 D_GP: 0.068 D_real: 0.863 D_fake: 0.717 (epoch: 125, iters: 6608, time: 0.064) G_GAN: 0.081 G_GAN_Feat: 0.831 G_ID: 0.213 G_Rec: 0.361 D_GP: 0.026 D_real: 0.885 D_fake: 0.919 (epoch: 125, iters: 7008, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.813 G_ID: 0.141 G_Rec: 0.376 D_GP: 0.040 D_real: 1.153 D_fake: 0.605 (epoch: 125, iters: 7408, time: 0.064) G_GAN: 0.831 G_GAN_Feat: 1.029 G_ID: 0.268 G_Rec: 0.425 D_GP: 0.088 D_real: 1.023 D_fake: 0.254 (epoch: 125, iters: 7808, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.799 G_ID: 0.149 G_Rec: 0.358 D_GP: 0.033 D_real: 0.979 D_fake: 0.718 (epoch: 125, iters: 8208, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 1.034 G_ID: 0.257 G_Rec: 0.410 D_GP: 0.046 D_real: 0.767 D_fake: 0.551 (epoch: 125, iters: 8608, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.723 G_ID: 0.174 G_Rec: 0.347 D_GP: 0.025 D_real: 1.328 D_fake: 0.608 (epoch: 126, iters: 400, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.938 G_ID: 0.241 G_Rec: 0.383 D_GP: 0.046 D_real: 0.953 D_fake: 0.755 (epoch: 126, iters: 800, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.855 G_ID: 0.150 G_Rec: 0.364 D_GP: 0.046 D_real: 1.070 D_fake: 0.627 (epoch: 126, iters: 1200, time: 0.064) G_GAN: 0.648 G_GAN_Feat: 1.118 G_ID: 0.217 G_Rec: 0.415 D_GP: 0.097 D_real: 0.801 D_fake: 0.414 (epoch: 126, iters: 1600, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.835 G_ID: 0.147 G_Rec: 0.363 D_GP: 0.029 D_real: 1.040 D_fake: 0.720 (epoch: 126, iters: 2000, time: 0.064) G_GAN: 0.591 G_GAN_Feat: 0.918 G_ID: 0.245 G_Rec: 0.404 D_GP: 0.027 D_real: 1.183 D_fake: 0.414 (epoch: 126, iters: 2400, time: 0.064) G_GAN: 0.627 G_GAN_Feat: 0.839 G_ID: 0.136 G_Rec: 0.351 D_GP: 0.058 D_real: 1.328 D_fake: 0.386 (epoch: 126, iters: 2800, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.966 G_ID: 0.227 G_Rec: 0.431 D_GP: 0.039 D_real: 0.905 D_fake: 0.624 (epoch: 126, iters: 3200, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.651 G_ID: 0.165 G_Rec: 0.337 D_GP: 0.021 D_real: 1.219 D_fake: 0.664 (epoch: 126, iters: 3600, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.981 G_ID: 0.233 G_Rec: 0.442 D_GP: 0.056 D_real: 0.843 D_fake: 0.586 (epoch: 126, iters: 4000, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.709 G_ID: 0.189 G_Rec: 0.325 D_GP: 0.027 D_real: 1.094 D_fake: 0.768 (epoch: 126, iters: 4400, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.831 G_ID: 0.257 G_Rec: 0.397 D_GP: 0.035 D_real: 1.044 D_fake: 0.685 (epoch: 126, iters: 4800, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.818 G_ID: 0.192 G_Rec: 0.343 D_GP: 0.038 D_real: 1.091 D_fake: 0.654 (epoch: 126, iters: 5200, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.921 G_ID: 0.222 G_Rec: 0.376 D_GP: 0.040 D_real: 0.954 D_fake: 0.608 (epoch: 126, iters: 5600, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.715 G_ID: 0.190 G_Rec: 0.350 D_GP: 0.026 D_real: 1.051 D_fake: 0.887 (epoch: 126, iters: 6000, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.831 G_ID: 0.193 G_Rec: 0.394 D_GP: 0.036 D_real: 1.003 D_fake: 0.652 (epoch: 126, iters: 6400, time: 0.064) G_GAN: 0.396 G_GAN_Feat: 0.861 G_ID: 0.144 G_Rec: 0.371 D_GP: 0.052 D_real: 0.966 D_fake: 0.633 (epoch: 126, iters: 6800, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 1.216 G_ID: 0.290 G_Rec: 0.424 D_GP: 0.241 D_real: 0.306 D_fake: 0.828 (epoch: 126, iters: 7200, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.779 G_ID: 0.144 G_Rec: 0.326 D_GP: 0.030 D_real: 1.037 D_fake: 0.728 (epoch: 126, iters: 7600, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.866 G_ID: 0.236 G_Rec: 0.398 D_GP: 0.030 D_real: 1.095 D_fake: 0.594 (epoch: 126, iters: 8000, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.929 G_ID: 0.155 G_Rec: 0.352 D_GP: 0.051 D_real: 0.645 D_fake: 0.709 (epoch: 126, iters: 8400, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.869 G_ID: 0.207 G_Rec: 0.355 D_GP: 0.033 D_real: 1.058 D_fake: 0.673 (epoch: 127, iters: 192, time: 0.064) G_GAN: 0.595 G_GAN_Feat: 0.758 G_ID: 0.141 G_Rec: 0.381 D_GP: 0.037 D_real: 1.391 D_fake: 0.413 (epoch: 127, iters: 592, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.877 G_ID: 0.232 G_Rec: 0.430 D_GP: 0.026 D_real: 0.967 D_fake: 0.733 (epoch: 127, iters: 992, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.610 G_ID: 0.140 G_Rec: 0.310 D_GP: 0.025 D_real: 1.056 D_fake: 0.830 (epoch: 127, iters: 1392, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.724 G_ID: 0.195 G_Rec: 0.354 D_GP: 0.026 D_real: 1.007 D_fake: 0.714 (epoch: 127, iters: 1792, time: 0.064) G_GAN: -0.018 G_GAN_Feat: 0.745 G_ID: 0.160 G_Rec: 0.337 D_GP: 0.059 D_real: 0.753 D_fake: 1.018 (epoch: 127, iters: 2192, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.912 G_ID: 0.271 G_Rec: 0.415 D_GP: 0.058 D_real: 0.855 D_fake: 0.620 (epoch: 127, iters: 2592, time: 0.064) G_GAN: 0.605 G_GAN_Feat: 0.773 G_ID: 0.131 G_Rec: 0.364 D_GP: 0.048 D_real: 1.401 D_fake: 0.412 (epoch: 127, iters: 2992, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.864 G_ID: 0.248 G_Rec: 0.396 D_GP: 0.034 D_real: 1.134 D_fake: 0.584 (epoch: 127, iters: 3392, time: 0.064) G_GAN: 0.056 G_GAN_Feat: 0.943 G_ID: 0.147 G_Rec: 0.332 D_GP: 0.116 D_real: 0.360 D_fake: 0.944 (epoch: 127, iters: 3792, time: 0.064) G_GAN: 0.632 G_GAN_Feat: 0.949 G_ID: 0.204 G_Rec: 0.392 D_GP: 0.064 D_real: 1.086 D_fake: 0.394 (epoch: 127, iters: 4192, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 1.055 G_ID: 0.168 G_Rec: 0.354 D_GP: 0.246 D_real: 0.424 D_fake: 0.907 (epoch: 127, iters: 4592, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.864 G_ID: 0.233 G_Rec: 0.401 D_GP: 0.027 D_real: 1.162 D_fake: 0.609 (epoch: 127, iters: 4992, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 0.948 G_ID: 0.174 G_Rec: 0.381 D_GP: 0.210 D_real: 0.481 D_fake: 0.928 (epoch: 127, iters: 5392, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 1.121 G_ID: 0.247 G_Rec: 0.438 D_GP: 0.332 D_real: 0.563 D_fake: 0.712 (epoch: 127, iters: 5792, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.798 G_ID: 0.178 G_Rec: 0.334 D_GP: 0.040 D_real: 1.050 D_fake: 0.683 (epoch: 127, iters: 6192, time: 0.064) G_GAN: 0.573 G_GAN_Feat: 0.914 G_ID: 0.201 G_Rec: 0.393 D_GP: 0.040 D_real: 1.037 D_fake: 0.439 (epoch: 127, iters: 6592, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.732 G_ID: 0.173 G_Rec: 0.310 D_GP: 0.032 D_real: 1.135 D_fake: 0.727 (epoch: 127, iters: 6992, time: 0.064) G_GAN: 0.547 G_GAN_Feat: 1.269 G_ID: 0.209 G_Rec: 0.420 D_GP: 0.058 D_real: 0.808 D_fake: 0.455 (epoch: 127, iters: 7392, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.971 G_ID: 0.133 G_Rec: 0.366 D_GP: 0.055 D_real: 0.626 D_fake: 0.777 (epoch: 127, iters: 7792, time: 0.064) G_GAN: 0.873 G_GAN_Feat: 1.044 G_ID: 0.224 G_Rec: 0.441 D_GP: 0.157 D_real: 1.217 D_fake: 0.369 (epoch: 127, iters: 8192, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.974 G_ID: 0.149 G_Rec: 0.410 D_GP: 0.067 D_real: 0.627 D_fake: 0.609 (epoch: 127, iters: 8592, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 1.075 G_ID: 0.288 G_Rec: 0.412 D_GP: 0.088 D_real: 0.534 D_fake: 0.605 (epoch: 128, iters: 384, time: 0.064) G_GAN: -0.048 G_GAN_Feat: 0.785 G_ID: 0.205 G_Rec: 0.389 D_GP: 0.063 D_real: 0.935 D_fake: 1.051 (epoch: 128, iters: 784, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.803 G_ID: 0.232 G_Rec: 0.388 D_GP: 0.033 D_real: 0.994 D_fake: 0.698 (epoch: 128, iters: 1184, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.819 G_ID: 0.167 G_Rec: 0.368 D_GP: 0.039 D_real: 1.056 D_fake: 0.681 (epoch: 128, iters: 1584, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 1.005 G_ID: 0.205 G_Rec: 0.403 D_GP: 0.032 D_real: 0.840 D_fake: 0.906 (epoch: 128, iters: 1984, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.969 G_ID: 0.150 G_Rec: 0.374 D_GP: 0.041 D_real: 1.124 D_fake: 0.585 (epoch: 128, iters: 2384, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.877 G_ID: 0.230 G_Rec: 0.367 D_GP: 0.044 D_real: 0.924 D_fake: 0.666 (epoch: 128, iters: 2784, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 1.163 G_ID: 0.154 G_Rec: 0.368 D_GP: 0.139 D_real: 1.110 D_fake: 0.947 (epoch: 128, iters: 3184, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.990 G_ID: 0.234 G_Rec: 0.421 D_GP: 0.047 D_real: 1.118 D_fake: 0.625 (epoch: 128, iters: 3584, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.734 G_ID: 0.158 G_Rec: 0.357 D_GP: 0.026 D_real: 1.105 D_fake: 0.753 (epoch: 128, iters: 3984, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.848 G_ID: 0.255 G_Rec: 0.404 D_GP: 0.032 D_real: 0.916 D_fake: 0.784 (epoch: 128, iters: 4384, time: 0.064) G_GAN: -0.008 G_GAN_Feat: 0.767 G_ID: 0.170 G_Rec: 0.371 D_GP: 0.032 D_real: 0.742 D_fake: 1.009 (epoch: 128, iters: 4784, time: 0.064) G_GAN: 0.573 G_GAN_Feat: 1.194 G_ID: 0.232 G_Rec: 0.369 D_GP: 0.072 D_real: 0.439 D_fake: 0.437 (epoch: 128, iters: 5184, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.677 G_ID: 0.156 G_Rec: 0.374 D_GP: 0.021 D_real: 1.207 D_fake: 0.700 (epoch: 128, iters: 5584, time: 0.064) G_GAN: 0.496 G_GAN_Feat: 0.792 G_ID: 0.215 G_Rec: 0.390 D_GP: 0.027 D_real: 1.174 D_fake: 0.522 (epoch: 128, iters: 5984, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.696 G_ID: 0.133 G_Rec: 0.336 D_GP: 0.049 D_real: 1.119 D_fake: 0.724 (epoch: 128, iters: 6384, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.843 G_ID: 0.235 G_Rec: 0.411 D_GP: 0.025 D_real: 1.090 D_fake: 0.665 (epoch: 128, iters: 6784, time: 0.064) G_GAN: -0.064 G_GAN_Feat: 0.831 G_ID: 0.181 G_Rec: 0.348 D_GP: 0.133 D_real: 0.521 D_fake: 1.065 (epoch: 128, iters: 7184, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.751 G_ID: 0.248 G_Rec: 0.378 D_GP: 0.020 D_real: 1.151 D_fake: 0.669 (epoch: 128, iters: 7584, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.675 G_ID: 0.165 G_Rec: 0.307 D_GP: 0.041 D_real: 1.054 D_fake: 0.748 (epoch: 128, iters: 7984, time: 0.064) G_GAN: -0.039 G_GAN_Feat: 0.986 G_ID: 0.226 G_Rec: 0.382 D_GP: 0.229 D_real: 0.313 D_fake: 1.040 (epoch: 128, iters: 8384, time: 0.064) G_GAN: 0.026 G_GAN_Feat: 1.019 G_ID: 0.146 G_Rec: 0.364 D_GP: 0.469 D_real: 0.464 D_fake: 0.974 (epoch: 129, iters: 176, time: 0.064) G_GAN: 0.567 G_GAN_Feat: 0.870 G_ID: 0.249 G_Rec: 0.363 D_GP: 0.061 D_real: 0.943 D_fake: 0.444 (epoch: 129, iters: 576, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.801 G_ID: 0.161 G_Rec: 0.357 D_GP: 0.030 D_real: 1.257 D_fake: 0.553 (epoch: 129, iters: 976, time: 0.064) G_GAN: 0.537 G_GAN_Feat: 0.980 G_ID: 0.214 G_Rec: 0.424 D_GP: 0.034 D_real: 0.985 D_fake: 0.470 (epoch: 129, iters: 1376, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.840 G_ID: 0.154 G_Rec: 0.360 D_GP: 0.031 D_real: 1.073 D_fake: 0.657 (epoch: 129, iters: 1776, time: 0.064) G_GAN: 0.469 G_GAN_Feat: 1.039 G_ID: 0.215 G_Rec: 0.442 D_GP: 0.091 D_real: 0.830 D_fake: 0.562 (epoch: 129, iters: 2176, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.863 G_ID: 0.146 G_Rec: 0.330 D_GP: 0.033 D_real: 0.972 D_fake: 0.695 (epoch: 129, iters: 2576, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.838 G_ID: 0.245 G_Rec: 0.393 D_GP: 0.033 D_real: 0.881 D_fake: 0.790 (epoch: 129, iters: 2976, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.788 G_ID: 0.175 G_Rec: 0.313 D_GP: 0.040 D_real: 1.011 D_fake: 0.732 (epoch: 129, iters: 3376, time: 0.064) G_GAN: 0.511 G_GAN_Feat: 0.835 G_ID: 0.248 G_Rec: 0.373 D_GP: 0.030 D_real: 1.278 D_fake: 0.492 (epoch: 129, iters: 3776, time: 0.064) G_GAN: 0.146 G_GAN_Feat: 0.751 G_ID: 0.148 G_Rec: 0.359 D_GP: 0.028 D_real: 0.973 D_fake: 0.854 (epoch: 129, iters: 4176, time: 0.064) G_GAN: 0.714 G_GAN_Feat: 1.004 G_ID: 0.177 G_Rec: 0.404 D_GP: 0.042 D_real: 1.085 D_fake: 0.316 (epoch: 129, iters: 4576, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.836 G_ID: 0.147 G_Rec: 0.348 D_GP: 0.041 D_real: 0.867 D_fake: 0.895 (epoch: 129, iters: 4976, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 1.134 G_ID: 0.210 G_Rec: 0.418 D_GP: 0.332 D_real: 0.543 D_fake: 0.615 (epoch: 129, iters: 5376, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.689 G_ID: 0.165 G_Rec: 0.366 D_GP: 0.025 D_real: 1.103 D_fake: 0.783 (epoch: 129, iters: 5776, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.938 G_ID: 0.216 G_Rec: 0.399 D_GP: 0.069 D_real: 0.929 D_fake: 0.633 (epoch: 129, iters: 6176, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.860 G_ID: 0.165 G_Rec: 0.314 D_GP: 0.107 D_real: 0.736 D_fake: 0.705 (epoch: 129, iters: 6576, time: 0.064) G_GAN: 0.493 G_GAN_Feat: 0.952 G_ID: 0.239 G_Rec: 0.431 D_GP: 0.037 D_real: 0.934 D_fake: 0.512 (epoch: 129, iters: 6976, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.737 G_ID: 0.171 G_Rec: 0.347 D_GP: 0.031 D_real: 1.012 D_fake: 0.790 (epoch: 129, iters: 7376, time: 0.064) G_GAN: 0.605 G_GAN_Feat: 0.866 G_ID: 0.206 G_Rec: 0.381 D_GP: 0.032 D_real: 1.196 D_fake: 0.399 (epoch: 129, iters: 7776, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.641 G_ID: 0.167 G_Rec: 0.336 D_GP: 0.018 D_real: 1.226 D_fake: 0.670 (epoch: 129, iters: 8176, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.858 G_ID: 0.277 G_Rec: 0.418 D_GP: 0.023 D_real: 1.206 D_fake: 0.509 (epoch: 129, iters: 8576, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.721 G_ID: 0.157 G_Rec: 0.328 D_GP: 0.039 D_real: 1.083 D_fake: 0.683 (epoch: 130, iters: 368, time: 0.064) G_GAN: 0.487 G_GAN_Feat: 0.923 G_ID: 0.225 G_Rec: 0.394 D_GP: 0.042 D_real: 0.917 D_fake: 0.515 (epoch: 130, iters: 768, time: 0.064) G_GAN: 0.135 G_GAN_Feat: 0.706 G_ID: 0.197 G_Rec: 0.328 D_GP: 0.035 D_real: 0.989 D_fake: 0.866 (epoch: 130, iters: 1168, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.876 G_ID: 0.218 G_Rec: 0.386 D_GP: 0.044 D_real: 0.870 D_fake: 0.793 (epoch: 130, iters: 1568, time: 0.064) G_GAN: 0.175 G_GAN_Feat: 0.886 G_ID: 0.159 G_Rec: 0.336 D_GP: 0.168 D_real: 0.707 D_fake: 0.826 (epoch: 130, iters: 1968, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 1.193 G_ID: 0.237 G_Rec: 0.394 D_GP: 0.165 D_real: 0.257 D_fake: 0.748 (epoch: 130, iters: 2368, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 1.080 G_ID: 0.134 G_Rec: 0.354 D_GP: 0.071 D_real: 0.403 D_fake: 0.730 (epoch: 130, iters: 2768, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.843 G_ID: 0.224 G_Rec: 0.398 D_GP: 0.027 D_real: 1.162 D_fake: 0.547 (epoch: 130, iters: 3168, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.777 G_ID: 0.172 G_Rec: 0.351 D_GP: 0.038 D_real: 1.197 D_fake: 0.626 (epoch: 130, iters: 3568, time: 0.064) G_GAN: 0.748 G_GAN_Feat: 1.039 G_ID: 0.195 G_Rec: 0.394 D_GP: 0.279 D_real: 0.878 D_fake: 0.387 (epoch: 130, iters: 3968, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.795 G_ID: 0.159 G_Rec: 0.328 D_GP: 0.038 D_real: 1.155 D_fake: 0.650 (epoch: 130, iters: 4368, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.882 G_ID: 0.211 G_Rec: 0.442 D_GP: 0.033 D_real: 1.191 D_fake: 0.594 (epoch: 130, iters: 4768, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.685 G_ID: 0.153 G_Rec: 0.328 D_GP: 0.022 D_real: 1.279 D_fake: 0.656 (epoch: 130, iters: 5168, time: 0.064) G_GAN: 0.729 G_GAN_Feat: 0.883 G_ID: 0.207 G_Rec: 0.395 D_GP: 0.027 D_real: 1.403 D_fake: 0.288 (epoch: 130, iters: 5568, time: 0.064) G_GAN: -0.156 G_GAN_Feat: 0.928 G_ID: 0.159 G_Rec: 0.360 D_GP: 0.062 D_real: 0.958 D_fake: 1.156 (epoch: 130, iters: 5968, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 1.093 G_ID: 0.190 G_Rec: 0.394 D_GP: 0.042 D_real: 0.654 D_fake: 0.468 (epoch: 130, iters: 6368, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.680 G_ID: 0.154 G_Rec: 0.355 D_GP: 0.022 D_real: 1.162 D_fake: 0.794 (epoch: 130, iters: 6768, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.826 G_ID: 0.227 G_Rec: 0.388 D_GP: 0.027 D_real: 1.005 D_fake: 0.724 (epoch: 130, iters: 7168, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.670 G_ID: 0.147 G_Rec: 0.335 D_GP: 0.024 D_real: 1.221 D_fake: 0.699 (epoch: 130, iters: 7568, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 0.878 G_ID: 0.246 G_Rec: 0.400 D_GP: 0.028 D_real: 1.217 D_fake: 0.514 (epoch: 130, iters: 7968, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.751 G_ID: 0.150 G_Rec: 0.341 D_GP: 0.032 D_real: 1.093 D_fake: 0.777 (epoch: 130, iters: 8368, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.892 G_ID: 0.242 G_Rec: 0.395 D_GP: 0.047 D_real: 0.900 D_fake: 0.631 (epoch: 131, iters: 160, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.778 G_ID: 0.124 G_Rec: 0.339 D_GP: 0.040 D_real: 1.137 D_fake: 0.673 (epoch: 131, iters: 560, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.828 G_ID: 0.228 G_Rec: 0.388 D_GP: 0.034 D_real: 1.080 D_fake: 0.662 (epoch: 131, iters: 960, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.766 G_ID: 0.144 G_Rec: 0.323 D_GP: 0.038 D_real: 1.056 D_fake: 0.672 (epoch: 131, iters: 1360, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.894 G_ID: 0.218 G_Rec: 0.408 D_GP: 0.040 D_real: 1.118 D_fake: 0.491 (epoch: 131, iters: 1760, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.928 G_ID: 0.152 G_Rec: 0.353 D_GP: 0.123 D_real: 0.694 D_fake: 0.657 (epoch: 131, iters: 2160, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.981 G_ID: 0.201 G_Rec: 0.432 D_GP: 0.051 D_real: 0.885 D_fake: 0.551 (epoch: 131, iters: 2560, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.752 G_ID: 0.155 G_Rec: 0.312 D_GP: 0.030 D_real: 1.136 D_fake: 0.641 (epoch: 131, iters: 2960, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.993 G_ID: 0.232 G_Rec: 0.379 D_GP: 0.042 D_real: 0.918 D_fake: 0.532 (epoch: 131, iters: 3360, time: 0.064) G_GAN: 0.026 G_GAN_Feat: 0.619 G_ID: 0.167 G_Rec: 0.317 D_GP: 0.023 D_real: 0.973 D_fake: 0.974 (epoch: 131, iters: 3760, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.817 G_ID: 0.202 G_Rec: 0.387 D_GP: 0.022 D_real: 1.136 D_fake: 0.670 (epoch: 131, iters: 4160, time: 0.064) G_GAN: 0.099 G_GAN_Feat: 0.715 G_ID: 0.152 G_Rec: 0.363 D_GP: 0.043 D_real: 0.923 D_fake: 0.902 (epoch: 131, iters: 4560, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.888 G_ID: 0.242 G_Rec: 0.398 D_GP: 0.094 D_real: 0.911 D_fake: 0.620 (epoch: 131, iters: 4960, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.813 G_ID: 0.133 G_Rec: 0.329 D_GP: 0.092 D_real: 0.833 D_fake: 0.831 (epoch: 131, iters: 5360, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.893 G_ID: 0.220 G_Rec: 0.391 D_GP: 0.029 D_real: 0.944 D_fake: 0.676 (epoch: 131, iters: 5760, time: 0.064) G_GAN: 0.012 G_GAN_Feat: 1.061 G_ID: 0.160 G_Rec: 0.432 D_GP: 1.313 D_real: 0.363 D_fake: 0.989 (epoch: 131, iters: 6160, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.970 G_ID: 0.250 G_Rec: 0.439 D_GP: 0.037 D_real: 0.775 D_fake: 0.692 (epoch: 131, iters: 6560, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.724 G_ID: 0.170 G_Rec: 0.315 D_GP: 0.035 D_real: 1.073 D_fake: 0.681 (epoch: 131, iters: 6960, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.990 G_ID: 0.268 G_Rec: 0.366 D_GP: 0.036 D_real: 0.901 D_fake: 0.631 (epoch: 131, iters: 7360, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.977 G_ID: 0.146 G_Rec: 0.355 D_GP: 0.198 D_real: 0.677 D_fake: 0.548 (epoch: 131, iters: 7760, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 1.001 G_ID: 0.209 G_Rec: 0.421 D_GP: 0.050 D_real: 0.809 D_fake: 0.552 (epoch: 131, iters: 8160, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.923 G_ID: 0.151 G_Rec: 0.355 D_GP: 0.030 D_real: 0.636 D_fake: 0.810 (epoch: 131, iters: 8560, time: 0.064) G_GAN: 1.133 G_GAN_Feat: 0.864 G_ID: 0.241 G_Rec: 0.375 D_GP: 0.031 D_real: 1.804 D_fake: 0.135 (epoch: 132, iters: 352, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.928 G_ID: 0.141 G_Rec: 0.357 D_GP: 0.056 D_real: 0.756 D_fake: 0.592 (epoch: 132, iters: 752, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.833 G_ID: 0.259 G_Rec: 0.377 D_GP: 0.026 D_real: 0.975 D_fake: 0.829 (epoch: 132, iters: 1152, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.732 G_ID: 0.166 G_Rec: 0.325 D_GP: 0.024 D_real: 1.311 D_fake: 0.603 (epoch: 132, iters: 1552, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.877 G_ID: 0.189 G_Rec: 0.402 D_GP: 0.028 D_real: 1.208 D_fake: 0.463 (epoch: 132, iters: 1952, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.788 G_ID: 0.180 G_Rec: 0.329 D_GP: 0.043 D_real: 0.911 D_fake: 0.848 (epoch: 132, iters: 2352, time: 0.064) G_GAN: 0.736 G_GAN_Feat: 1.027 G_ID: 0.257 G_Rec: 0.393 D_GP: 0.052 D_real: 0.881 D_fake: 0.357 (epoch: 132, iters: 2752, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.818 G_ID: 0.189 G_Rec: 0.365 D_GP: 0.025 D_real: 1.148 D_fake: 0.717 (epoch: 132, iters: 3152, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 0.850 G_ID: 0.210 G_Rec: 0.343 D_GP: 0.029 D_real: 1.214 D_fake: 0.510 (epoch: 132, iters: 3552, time: 0.064) G_GAN: 0.653 G_GAN_Feat: 1.002 G_ID: 0.137 G_Rec: 0.334 D_GP: 0.104 D_real: 0.783 D_fake: 0.409 (epoch: 132, iters: 3952, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.706 G_ID: 0.207 G_Rec: 0.354 D_GP: 0.021 D_real: 1.307 D_fake: 0.494 (epoch: 132, iters: 4352, time: 0.064) G_GAN: 0.045 G_GAN_Feat: 0.805 G_ID: 0.152 G_Rec: 0.376 D_GP: 0.069 D_real: 0.786 D_fake: 0.955 (epoch: 132, iters: 4752, time: 0.064) G_GAN: -0.031 G_GAN_Feat: 1.121 G_ID: 0.195 G_Rec: 0.387 D_GP: 0.049 D_real: 1.077 D_fake: 1.032 (epoch: 132, iters: 5152, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.813 G_ID: 0.130 G_Rec: 0.347 D_GP: 0.029 D_real: 1.005 D_fake: 0.770 (epoch: 132, iters: 5552, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 1.189 G_ID: 0.228 G_Rec: 0.430 D_GP: 0.205 D_real: 0.479 D_fake: 0.613 (epoch: 132, iters: 5952, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.934 G_ID: 0.157 G_Rec: 0.341 D_GP: 0.059 D_real: 1.041 D_fake: 0.605 (epoch: 132, iters: 6352, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.883 G_ID: 0.214 G_Rec: 0.382 D_GP: 0.026 D_real: 1.092 D_fake: 0.670 (epoch: 132, iters: 6752, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 0.825 G_ID: 0.141 G_Rec: 0.344 D_GP: 0.033 D_real: 0.915 D_fake: 0.673 (epoch: 132, iters: 7152, time: 0.064) G_GAN: 0.603 G_GAN_Feat: 0.852 G_ID: 0.212 G_Rec: 0.537 D_GP: 0.024 D_real: 1.328 D_fake: 0.404 (epoch: 132, iters: 7552, time: 0.064) G_GAN: -0.014 G_GAN_Feat: 0.749 G_ID: 0.184 G_Rec: 0.317 D_GP: 0.036 D_real: 0.905 D_fake: 1.016 (epoch: 132, iters: 7952, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.853 G_ID: 0.214 G_Rec: 0.369 D_GP: 0.027 D_real: 1.024 D_fake: 0.698 (epoch: 132, iters: 8352, time: 0.064) G_GAN: 0.207 G_GAN_Feat: 0.753 G_ID: 0.167 G_Rec: 0.357 D_GP: 0.025 D_real: 1.061 D_fake: 0.794 (epoch: 133, iters: 144, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.854 G_ID: 0.217 G_Rec: 0.370 D_GP: 0.027 D_real: 1.130 D_fake: 0.607 (epoch: 133, iters: 544, time: 0.064) G_GAN: 0.440 G_GAN_Feat: 1.079 G_ID: 0.177 G_Rec: 0.374 D_GP: 1.310 D_real: 0.565 D_fake: 0.570 (epoch: 133, iters: 944, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.860 G_ID: 0.224 G_Rec: 0.436 D_GP: 0.031 D_real: 1.062 D_fake: 0.574 (epoch: 133, iters: 1344, time: 0.064) G_GAN: 0.742 G_GAN_Feat: 0.850 G_ID: 0.159 G_Rec: 0.363 D_GP: 0.059 D_real: 1.310 D_fake: 0.307 (epoch: 133, iters: 1744, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.806 G_ID: 0.242 G_Rec: 0.386 D_GP: 0.021 D_real: 1.046 D_fake: 0.741 (epoch: 133, iters: 2144, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.702 G_ID: 0.154 G_Rec: 0.323 D_GP: 0.026 D_real: 0.943 D_fake: 0.916 (epoch: 133, iters: 2544, time: 0.064) G_GAN: 0.667 G_GAN_Feat: 1.187 G_ID: 0.259 G_Rec: 0.431 D_GP: 0.405 D_real: 0.625 D_fake: 0.357 (epoch: 133, iters: 2944, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 0.816 G_ID: 0.145 G_Rec: 0.343 D_GP: 0.035 D_real: 1.183 D_fake: 0.499 (epoch: 133, iters: 3344, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.877 G_ID: 0.218 G_Rec: 0.393 D_GP: 0.078 D_real: 0.786 D_fake: 0.868 (epoch: 133, iters: 3744, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.718 G_ID: 0.186 G_Rec: 0.310 D_GP: 0.029 D_real: 1.051 D_fake: 0.769 (epoch: 133, iters: 4144, time: 0.064) G_GAN: 0.606 G_GAN_Feat: 0.985 G_ID: 0.215 G_Rec: 0.409 D_GP: 0.046 D_real: 1.004 D_fake: 0.403 (epoch: 133, iters: 4544, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.941 G_ID: 0.171 G_Rec: 0.351 D_GP: 0.193 D_real: 0.682 D_fake: 0.729 (epoch: 133, iters: 4944, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 0.914 G_ID: 0.190 G_Rec: 0.387 D_GP: 0.034 D_real: 1.115 D_fake: 0.535 (epoch: 133, iters: 5344, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.873 G_ID: 0.153 G_Rec: 0.348 D_GP: 0.053 D_real: 0.723 D_fake: 0.849 (epoch: 133, iters: 5744, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 1.133 G_ID: 0.216 G_Rec: 0.449 D_GP: 0.402 D_real: 0.515 D_fake: 0.527 (epoch: 133, iters: 6144, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.857 G_ID: 0.157 G_Rec: 0.325 D_GP: 0.028 D_real: 0.906 D_fake: 0.792 (epoch: 133, iters: 6544, time: 0.064) G_GAN: 0.543 G_GAN_Feat: 1.165 G_ID: 0.231 G_Rec: 0.409 D_GP: 0.070 D_real: 0.826 D_fake: 0.464 (epoch: 133, iters: 6944, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.735 G_ID: 0.158 G_Rec: 0.326 D_GP: 0.030 D_real: 1.225 D_fake: 0.731 (epoch: 133, iters: 7344, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.918 G_ID: 0.203 G_Rec: 0.379 D_GP: 0.034 D_real: 1.107 D_fake: 0.578 (epoch: 133, iters: 7744, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.813 G_ID: 0.159 G_Rec: 0.319 D_GP: 0.044 D_real: 1.082 D_fake: 0.593 (epoch: 133, iters: 8144, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.981 G_ID: 0.221 G_Rec: 0.409 D_GP: 0.048 D_real: 0.962 D_fake: 0.486 (epoch: 133, iters: 8544, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.852 G_ID: 0.158 G_Rec: 0.336 D_GP: 0.028 D_real: 1.046 D_fake: 0.667 (epoch: 134, iters: 336, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 1.112 G_ID: 0.223 G_Rec: 0.424 D_GP: 0.046 D_real: 0.419 D_fake: 0.761 (epoch: 134, iters: 736, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.931 G_ID: 0.149 G_Rec: 0.354 D_GP: 0.066 D_real: 0.606 D_fake: 0.752 (epoch: 134, iters: 1136, time: 0.064) G_GAN: -0.017 G_GAN_Feat: 0.859 G_ID: 0.209 G_Rec: 0.396 D_GP: 0.030 D_real: 0.818 D_fake: 1.017 (epoch: 134, iters: 1536, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.707 G_ID: 0.131 G_Rec: 0.335 D_GP: 0.028 D_real: 1.054 D_fake: 0.809 (epoch: 134, iters: 1936, time: 0.064) G_GAN: 0.728 G_GAN_Feat: 1.032 G_ID: 0.224 G_Rec: 0.433 D_GP: 0.051 D_real: 1.223 D_fake: 0.313 (epoch: 134, iters: 2336, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.901 G_ID: 0.159 G_Rec: 0.407 D_GP: 0.069 D_real: 0.787 D_fake: 0.698 (epoch: 134, iters: 2736, time: 0.064) G_GAN: 0.644 G_GAN_Feat: 1.087 G_ID: 0.211 G_Rec: 0.416 D_GP: 0.068 D_real: 0.816 D_fake: 0.366 (epoch: 134, iters: 3136, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.763 G_ID: 0.142 G_Rec: 0.382 D_GP: 0.027 D_real: 0.959 D_fake: 0.870 (epoch: 134, iters: 3536, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.826 G_ID: 0.233 G_Rec: 0.351 D_GP: 0.027 D_real: 1.116 D_fake: 0.645 (epoch: 134, iters: 3936, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 1.020 G_ID: 0.154 G_Rec: 0.380 D_GP: 0.119 D_real: 0.494 D_fake: 0.787 (epoch: 134, iters: 4336, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.916 G_ID: 0.259 G_Rec: 0.378 D_GP: 0.027 D_real: 0.931 D_fake: 0.627 (epoch: 134, iters: 4736, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 1.045 G_ID: 0.175 G_Rec: 0.321 D_GP: 0.150 D_real: 0.363 D_fake: 0.830 (epoch: 134, iters: 5136, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.928 G_ID: 0.211 G_Rec: 0.426 D_GP: 0.050 D_real: 0.679 D_fake: 0.749 (epoch: 134, iters: 5536, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.818 G_ID: 0.140 G_Rec: 0.359 D_GP: 0.062 D_real: 0.731 D_fake: 0.848 (epoch: 134, iters: 5936, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.978 G_ID: 0.199 G_Rec: 0.430 D_GP: 0.037 D_real: 0.844 D_fake: 0.692 (epoch: 134, iters: 6336, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.779 G_ID: 0.130 G_Rec: 0.328 D_GP: 0.029 D_real: 1.305 D_fake: 0.501 (epoch: 134, iters: 6736, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.757 G_ID: 0.212 G_Rec: 0.390 D_GP: 0.021 D_real: 1.258 D_fake: 0.564 (epoch: 134, iters: 7136, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.932 G_ID: 0.189 G_Rec: 0.348 D_GP: 0.052 D_real: 0.613 D_fake: 0.658 (epoch: 134, iters: 7536, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 1.105 G_ID: 0.288 G_Rec: 0.411 D_GP: 0.112 D_real: 0.832 D_fake: 0.596 (epoch: 134, iters: 7936, time: 0.064) G_GAN: 0.434 G_GAN_Feat: 0.812 G_ID: 0.162 G_Rec: 0.320 D_GP: 0.029 D_real: 1.189 D_fake: 0.566 (epoch: 134, iters: 8336, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.981 G_ID: 0.244 G_Rec: 0.431 D_GP: 0.059 D_real: 0.947 D_fake: 0.483 (epoch: 135, iters: 128, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.715 G_ID: 0.154 G_Rec: 0.322 D_GP: 0.026 D_real: 1.109 D_fake: 0.762 (epoch: 135, iters: 528, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.971 G_ID: 0.224 G_Rec: 0.381 D_GP: 0.031 D_real: 1.267 D_fake: 0.623 (epoch: 135, iters: 928, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.730 G_ID: 0.164 G_Rec: 0.307 D_GP: 0.032 D_real: 1.111 D_fake: 0.745 (epoch: 135, iters: 1328, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.830 G_ID: 0.246 G_Rec: 0.381 D_GP: 0.026 D_real: 0.839 D_fake: 0.826 (epoch: 135, iters: 1728, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 0.883 G_ID: 0.157 G_Rec: 0.347 D_GP: 0.085 D_real: 0.821 D_fake: 0.494 (epoch: 135, iters: 2128, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.853 G_ID: 0.212 G_Rec: 0.392 D_GP: 0.022 D_real: 1.112 D_fake: 0.636 (epoch: 135, iters: 2528, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.850 G_ID: 0.172 G_Rec: 0.320 D_GP: 0.037 D_real: 0.756 D_fake: 0.766 (epoch: 135, iters: 2928, time: 0.064) G_GAN: 0.560 G_GAN_Feat: 0.930 G_ID: 0.224 G_Rec: 0.381 D_GP: 0.039 D_real: 1.047 D_fake: 0.447 (epoch: 135, iters: 3328, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.708 G_ID: 0.172 G_Rec: 0.328 D_GP: 0.028 D_real: 1.020 D_fake: 0.873 (epoch: 135, iters: 3728, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 1.139 G_ID: 0.203 G_Rec: 0.434 D_GP: 0.183 D_real: 0.453 D_fake: 0.598 (epoch: 135, iters: 4128, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.758 G_ID: 0.161 G_Rec: 0.303 D_GP: 0.036 D_real: 1.082 D_fake: 0.874 (epoch: 135, iters: 4528, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 1.092 G_ID: 0.202 G_Rec: 0.416 D_GP: 0.143 D_real: 0.882 D_fake: 0.642 (epoch: 135, iters: 4928, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.708 G_ID: 0.152 G_Rec: 0.342 D_GP: 0.021 D_real: 1.143 D_fake: 0.798 (epoch: 135, iters: 5328, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.792 G_ID: 0.231 G_Rec: 0.351 D_GP: 0.025 D_real: 1.222 D_fake: 0.553 (epoch: 135, iters: 5728, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.686 G_ID: 0.156 G_Rec: 0.321 D_GP: 0.025 D_real: 1.194 D_fake: 0.711 (epoch: 135, iters: 6128, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 1.040 G_ID: 0.245 G_Rec: 0.430 D_GP: 0.041 D_real: 1.050 D_fake: 0.452 (epoch: 135, iters: 6528, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.934 G_ID: 0.135 G_Rec: 0.301 D_GP: 0.045 D_real: 0.626 D_fake: 0.786 (epoch: 135, iters: 6928, time: 0.064) G_GAN: 0.616 G_GAN_Feat: 0.891 G_ID: 0.200 G_Rec: 0.385 D_GP: 0.035 D_real: 1.247 D_fake: 0.409 (epoch: 135, iters: 7328, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.910 G_ID: 0.139 G_Rec: 0.352 D_GP: 0.069 D_real: 0.896 D_fake: 0.688 (epoch: 135, iters: 7728, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.891 G_ID: 0.251 G_Rec: 0.383 D_GP: 0.032 D_real: 0.779 D_fake: 0.787 (epoch: 135, iters: 8128, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.853 G_ID: 0.144 G_Rec: 0.326 D_GP: 0.034 D_real: 0.938 D_fake: 0.776 (epoch: 135, iters: 8528, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 1.028 G_ID: 0.221 G_Rec: 0.442 D_GP: 0.056 D_real: 0.899 D_fake: 0.647 (epoch: 136, iters: 320, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.836 G_ID: 0.141 G_Rec: 0.326 D_GP: 0.029 D_real: 0.817 D_fake: 0.821 (epoch: 136, iters: 720, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.838 G_ID: 0.205 G_Rec: 0.408 D_GP: 0.024 D_real: 1.227 D_fake: 0.490 (epoch: 136, iters: 1120, time: 0.064) G_GAN: 0.071 G_GAN_Feat: 0.929 G_ID: 0.138 G_Rec: 0.429 D_GP: 0.136 D_real: 0.402 D_fake: 0.929 (epoch: 136, iters: 1520, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 1.096 G_ID: 0.204 G_Rec: 0.405 D_GP: 0.132 D_real: 0.459 D_fake: 0.541 (epoch: 136, iters: 1920, time: 0.064) G_GAN: 0.010 G_GAN_Feat: 0.665 G_ID: 0.154 G_Rec: 0.299 D_GP: 0.027 D_real: 0.928 D_fake: 0.990 (epoch: 136, iters: 2320, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 0.963 G_ID: 0.221 G_Rec: 0.416 D_GP: 0.043 D_real: 1.027 D_fake: 0.447 (epoch: 136, iters: 2720, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.726 G_ID: 0.140 G_Rec: 0.325 D_GP: 0.026 D_real: 1.305 D_fake: 0.554 (epoch: 136, iters: 3120, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.886 G_ID: 0.218 G_Rec: 0.377 D_GP: 0.040 D_real: 1.111 D_fake: 0.544 (epoch: 136, iters: 3520, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.675 G_ID: 0.154 G_Rec: 0.333 D_GP: 0.022 D_real: 1.258 D_fake: 0.731 (epoch: 136, iters: 3920, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.793 G_ID: 0.224 G_Rec: 0.394 D_GP: 0.023 D_real: 0.916 D_fake: 0.801 (epoch: 136, iters: 4320, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.712 G_ID: 0.161 G_Rec: 0.414 D_GP: 0.049 D_real: 0.918 D_fake: 0.881 (epoch: 136, iters: 4720, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.867 G_ID: 0.251 G_Rec: 0.420 D_GP: 0.036 D_real: 0.743 D_fake: 0.894 (epoch: 136, iters: 5120, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.699 G_ID: 0.161 G_Rec: 0.351 D_GP: 0.028 D_real: 1.021 D_fake: 0.787 (epoch: 136, iters: 5520, time: 0.064) G_GAN: 0.542 G_GAN_Feat: 1.095 G_ID: 0.251 G_Rec: 0.461 D_GP: 0.131 D_real: 1.025 D_fake: 0.478 (epoch: 136, iters: 5920, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.953 G_ID: 0.168 G_Rec: 0.362 D_GP: 0.225 D_real: 0.603 D_fake: 0.906 (epoch: 136, iters: 6320, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.828 G_ID: 0.246 G_Rec: 0.340 D_GP: 0.049 D_real: 0.899 D_fake: 0.765 (epoch: 136, iters: 6720, time: 0.064) G_GAN: 0.575 G_GAN_Feat: 0.834 G_ID: 0.157 G_Rec: 0.369 D_GP: 0.051 D_real: 1.159 D_fake: 0.452 (epoch: 136, iters: 7120, time: 0.064) G_GAN: 0.803 G_GAN_Feat: 0.902 G_ID: 0.220 G_Rec: 0.399 D_GP: 0.033 D_real: 1.396 D_fake: 0.316 (epoch: 136, iters: 7520, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.726 G_ID: 0.174 G_Rec: 0.302 D_GP: 0.035 D_real: 0.891 D_fake: 0.947 (epoch: 136, iters: 7920, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.912 G_ID: 0.223 G_Rec: 0.393 D_GP: 0.049 D_real: 0.948 D_fake: 0.643 (epoch: 136, iters: 8320, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.707 G_ID: 0.179 G_Rec: 0.340 D_GP: 0.023 D_real: 1.374 D_fake: 0.555 (epoch: 137, iters: 112, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.946 G_ID: 0.222 G_Rec: 0.402 D_GP: 0.030 D_real: 1.026 D_fake: 0.607 (epoch: 137, iters: 512, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 1.035 G_ID: 0.178 G_Rec: 0.354 D_GP: 0.191 D_real: 0.446 D_fake: 0.675 (epoch: 137, iters: 912, time: 0.064) G_GAN: 0.755 G_GAN_Feat: 1.053 G_ID: 0.244 G_Rec: 0.427 D_GP: 0.040 D_real: 1.309 D_fake: 0.348 (epoch: 137, iters: 1312, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.859 G_ID: 0.170 G_Rec: 0.319 D_GP: 0.063 D_real: 0.724 D_fake: 0.768 (epoch: 137, iters: 1712, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 1.009 G_ID: 0.206 G_Rec: 0.395 D_GP: 0.064 D_real: 0.669 D_fake: 0.624 (epoch: 137, iters: 2112, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.841 G_ID: 0.191 G_Rec: 0.365 D_GP: 0.037 D_real: 0.719 D_fake: 0.910 (epoch: 137, iters: 2512, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 1.115 G_ID: 0.270 G_Rec: 0.424 D_GP: 0.272 D_real: 0.387 D_fake: 0.771 (epoch: 137, iters: 2912, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 0.818 G_ID: 0.150 G_Rec: 0.298 D_GP: 0.082 D_real: 1.065 D_fake: 0.562 (epoch: 137, iters: 3312, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.804 G_ID: 0.247 G_Rec: 0.392 D_GP: 0.024 D_real: 1.250 D_fake: 0.527 (epoch: 137, iters: 3712, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.799 G_ID: 0.140 G_Rec: 0.339 D_GP: 0.046 D_real: 0.788 D_fake: 0.917 (epoch: 137, iters: 4112, time: 0.064) G_GAN: 0.786 G_GAN_Feat: 0.931 G_ID: 0.192 G_Rec: 0.401 D_GP: 0.028 D_real: 1.435 D_fake: 0.244 (epoch: 137, iters: 4512, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.827 G_ID: 0.181 G_Rec: 0.345 D_GP: 0.045 D_real: 1.082 D_fake: 0.580 (epoch: 137, iters: 4912, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 1.103 G_ID: 0.237 G_Rec: 0.421 D_GP: 0.332 D_real: 0.467 D_fake: 0.543 (epoch: 137, iters: 5312, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.676 G_ID: 0.141 G_Rec: 0.328 D_GP: 0.024 D_real: 1.245 D_fake: 0.661 (epoch: 137, iters: 5712, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.899 G_ID: 0.199 G_Rec: 0.374 D_GP: 0.065 D_real: 0.849 D_fake: 0.752 (epoch: 137, iters: 6112, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.816 G_ID: 0.123 G_Rec: 0.340 D_GP: 0.054 D_real: 0.779 D_fake: 0.840 (epoch: 137, iters: 6512, time: 0.064) G_GAN: 0.564 G_GAN_Feat: 0.937 G_ID: 0.196 G_Rec: 0.400 D_GP: 0.038 D_real: 1.159 D_fake: 0.448 (epoch: 137, iters: 6912, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.772 G_ID: 0.194 G_Rec: 0.340 D_GP: 0.035 D_real: 1.127 D_fake: 0.766 (epoch: 137, iters: 7312, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 0.883 G_ID: 0.197 G_Rec: 0.408 D_GP: 0.023 D_real: 1.303 D_fake: 0.471 (epoch: 137, iters: 7712, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 1.032 G_ID: 0.205 G_Rec: 0.384 D_GP: 0.381 D_real: 0.346 D_fake: 0.641 (epoch: 137, iters: 8112, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.785 G_ID: 0.214 G_Rec: 0.379 D_GP: 0.023 D_real: 0.929 D_fake: 0.864 (epoch: 137, iters: 8512, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.678 G_ID: 0.196 G_Rec: 0.330 D_GP: 0.023 D_real: 1.171 D_fake: 0.657 (epoch: 138, iters: 304, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.909 G_ID: 0.254 G_Rec: 0.418 D_GP: 0.029 D_real: 0.996 D_fake: 0.700 (epoch: 138, iters: 704, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.671 G_ID: 0.160 G_Rec: 0.344 D_GP: 0.023 D_real: 1.128 D_fake: 0.789 (epoch: 138, iters: 1104, time: 0.064) G_GAN: 0.587 G_GAN_Feat: 1.110 G_ID: 0.201 G_Rec: 0.417 D_GP: 0.155 D_real: 0.622 D_fake: 0.423 (epoch: 138, iters: 1504, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.911 G_ID: 0.171 G_Rec: 0.353 D_GP: 0.090 D_real: 1.020 D_fake: 0.709 (epoch: 138, iters: 1904, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.990 G_ID: 0.205 G_Rec: 0.423 D_GP: 0.034 D_real: 1.069 D_fake: 0.540 (epoch: 138, iters: 2304, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.699 G_ID: 0.142 G_Rec: 0.322 D_GP: 0.027 D_real: 1.318 D_fake: 0.655 (epoch: 138, iters: 2704, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 1.059 G_ID: 0.214 G_Rec: 0.447 D_GP: 0.037 D_real: 0.804 D_fake: 0.545 (epoch: 138, iters: 3104, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.795 G_ID: 0.141 G_Rec: 0.310 D_GP: 0.046 D_real: 1.201 D_fake: 0.485 (epoch: 138, iters: 3504, time: 0.064) G_GAN: 0.071 G_GAN_Feat: 0.850 G_ID: 0.248 G_Rec: 0.402 D_GP: 0.025 D_real: 0.851 D_fake: 0.929 (epoch: 138, iters: 3904, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.908 G_ID: 0.151 G_Rec: 0.345 D_GP: 0.074 D_real: 0.864 D_fake: 0.647 (epoch: 138, iters: 4304, time: 0.064) G_GAN: 0.440 G_GAN_Feat: 0.810 G_ID: 0.254 G_Rec: 0.390 D_GP: 0.027 D_real: 1.202 D_fake: 0.562 (epoch: 138, iters: 4704, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.678 G_ID: 0.143 G_Rec: 0.351 D_GP: 0.029 D_real: 0.925 D_fake: 0.923 (epoch: 138, iters: 5104, time: 0.064) G_GAN: 0.641 G_GAN_Feat: 0.942 G_ID: 0.204 G_Rec: 0.425 D_GP: 0.031 D_real: 1.185 D_fake: 0.384 (epoch: 138, iters: 5504, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 1.229 G_ID: 0.176 G_Rec: 0.388 D_GP: 0.662 D_real: 0.309 D_fake: 0.953 (epoch: 138, iters: 5904, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.963 G_ID: 0.194 G_Rec: 0.406 D_GP: 0.036 D_real: 0.918 D_fake: 0.611 (epoch: 138, iters: 6304, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.861 G_ID: 0.184 G_Rec: 0.327 D_GP: 0.078 D_real: 0.826 D_fake: 0.896 (epoch: 138, iters: 6704, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.871 G_ID: 0.234 G_Rec: 0.412 D_GP: 0.029 D_real: 1.032 D_fake: 0.646 (epoch: 138, iters: 7104, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 1.124 G_ID: 0.164 G_Rec: 0.367 D_GP: 0.288 D_real: 0.476 D_fake: 0.639 (epoch: 138, iters: 7504, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.923 G_ID: 0.216 G_Rec: 0.400 D_GP: 0.038 D_real: 0.923 D_fake: 0.590 (epoch: 138, iters: 7904, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 1.039 G_ID: 0.154 G_Rec: 0.383 D_GP: 0.876 D_real: 0.382 D_fake: 0.665 (epoch: 138, iters: 8304, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.890 G_ID: 0.223 G_Rec: 0.390 D_GP: 0.034 D_real: 1.006 D_fake: 0.570 (epoch: 139, iters: 96, time: 0.064) G_GAN: 0.183 G_GAN_Feat: 0.875 G_ID: 0.158 G_Rec: 0.321 D_GP: 0.115 D_real: 0.683 D_fake: 0.817 (epoch: 139, iters: 496, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.801 G_ID: 0.202 G_Rec: 0.378 D_GP: 0.025 D_real: 1.137 D_fake: 0.627 (epoch: 139, iters: 896, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.812 G_ID: 0.137 G_Rec: 0.317 D_GP: 0.050 D_real: 0.827 D_fake: 0.826 (epoch: 139, iters: 1296, time: 0.064) G_GAN: 0.511 G_GAN_Feat: 0.846 G_ID: 0.244 G_Rec: 0.397 D_GP: 0.026 D_real: 1.175 D_fake: 0.504 (epoch: 139, iters: 1696, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.776 G_ID: 0.160 G_Rec: 0.374 D_GP: 0.023 D_real: 1.122 D_fake: 0.774 (epoch: 139, iters: 2096, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.927 G_ID: 0.276 G_Rec: 0.411 D_GP: 0.029 D_real: 0.874 D_fake: 0.724 (epoch: 139, iters: 2496, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.654 G_ID: 0.148 G_Rec: 0.296 D_GP: 0.027 D_real: 1.147 D_fake: 0.707 (epoch: 139, iters: 2896, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.833 G_ID: 0.224 G_Rec: 0.380 D_GP: 0.036 D_real: 0.917 D_fake: 0.821 (epoch: 139, iters: 3296, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.695 G_ID: 0.182 G_Rec: 0.371 D_GP: 0.026 D_real: 1.048 D_fake: 0.816 (epoch: 139, iters: 3696, time: 0.064) G_GAN: 0.527 G_GAN_Feat: 0.954 G_ID: 0.203 G_Rec: 0.401 D_GP: 0.048 D_real: 0.986 D_fake: 0.482 (epoch: 139, iters: 4096, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.707 G_ID: 0.151 G_Rec: 0.442 D_GP: 0.027 D_real: 1.083 D_fake: 0.782 (epoch: 139, iters: 4496, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 1.039 G_ID: 0.210 G_Rec: 0.419 D_GP: 0.031 D_real: 0.968 D_fake: 0.612 (epoch: 139, iters: 4896, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.763 G_ID: 0.153 G_Rec: 0.362 D_GP: 0.032 D_real: 1.219 D_fake: 0.612 (epoch: 139, iters: 5296, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.803 G_ID: 0.209 G_Rec: 0.397 D_GP: 0.022 D_real: 1.285 D_fake: 0.547 (epoch: 139, iters: 5696, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.882 G_ID: 0.135 G_Rec: 0.345 D_GP: 0.048 D_real: 0.964 D_fake: 0.657 (epoch: 139, iters: 6096, time: 0.064) G_GAN: 0.768 G_GAN_Feat: 0.943 G_ID: 0.188 G_Rec: 0.406 D_GP: 0.034 D_real: 1.235 D_fake: 0.272 (epoch: 139, iters: 6496, time: 0.064) G_GAN: -0.027 G_GAN_Feat: 0.975 G_ID: 0.159 G_Rec: 0.327 D_GP: 0.079 D_real: 1.021 D_fake: 1.028 (epoch: 139, iters: 6896, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 1.193 G_ID: 0.221 G_Rec: 0.488 D_GP: 0.063 D_real: 0.684 D_fake: 0.552 (epoch: 139, iters: 7296, time: 0.064) G_GAN: -0.019 G_GAN_Feat: 0.874 G_ID: 0.163 G_Rec: 0.317 D_GP: 0.079 D_real: 0.423 D_fake: 1.019 (epoch: 139, iters: 7696, time: 0.064) G_GAN: 0.661 G_GAN_Feat: 0.952 G_ID: 0.217 G_Rec: 0.396 D_GP: 0.034 D_real: 1.306 D_fake: 0.345 (epoch: 139, iters: 8096, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.771 G_ID: 0.175 G_Rec: 0.343 D_GP: 0.044 D_real: 0.952 D_fake: 0.813 (epoch: 139, iters: 8496, time: 0.064) G_GAN: 0.658 G_GAN_Feat: 0.881 G_ID: 0.275 G_Rec: 0.408 D_GP: 0.024 D_real: 1.409 D_fake: 0.383 (epoch: 140, iters: 288, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.905 G_ID: 0.163 G_Rec: 0.355 D_GP: 0.060 D_real: 0.546 D_fake: 0.910 (epoch: 140, iters: 688, time: 0.064) G_GAN: 0.399 G_GAN_Feat: 0.789 G_ID: 0.226 G_Rec: 0.404 D_GP: 0.023 D_real: 1.138 D_fake: 0.604 (epoch: 140, iters: 1088, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.565 G_ID: 0.142 G_Rec: 0.289 D_GP: 0.021 D_real: 1.171 D_fake: 0.791 (epoch: 140, iters: 1488, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.792 G_ID: 0.239 G_Rec: 0.417 D_GP: 0.028 D_real: 1.104 D_fake: 0.636 (epoch: 140, iters: 1888, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.640 G_ID: 0.147 G_Rec: 0.346 D_GP: 0.025 D_real: 1.090 D_fake: 0.761 (epoch: 140, iters: 2288, time: 0.064) G_GAN: 0.141 G_GAN_Feat: 0.895 G_ID: 0.222 G_Rec: 0.457 D_GP: 0.047 D_real: 0.779 D_fake: 0.859 (epoch: 140, iters: 2688, time: 0.064) G_GAN: -0.026 G_GAN_Feat: 0.741 G_ID: 0.152 G_Rec: 0.328 D_GP: 0.034 D_real: 0.932 D_fake: 1.026 (epoch: 140, iters: 3088, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.940 G_ID: 0.227 G_Rec: 0.424 D_GP: 0.035 D_real: 1.047 D_fake: 0.614 (epoch: 140, iters: 3488, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.879 G_ID: 0.161 G_Rec: 0.345 D_GP: 0.036 D_real: 0.974 D_fake: 0.543 (epoch: 140, iters: 3888, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.993 G_ID: 0.230 G_Rec: 0.404 D_GP: 0.045 D_real: 0.722 D_fake: 0.647 (epoch: 140, iters: 4288, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.803 G_ID: 0.164 G_Rec: 0.326 D_GP: 0.031 D_real: 0.948 D_fake: 0.800 (epoch: 140, iters: 4688, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 1.266 G_ID: 0.172 G_Rec: 0.461 D_GP: 0.165 D_real: 0.564 D_fake: 0.492 (epoch: 140, iters: 5088, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.786 G_ID: 0.134 G_Rec: 0.310 D_GP: 0.038 D_real: 1.075 D_fake: 0.654 (epoch: 140, iters: 5488, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.762 G_ID: 0.216 G_Rec: 0.391 D_GP: 0.024 D_real: 0.976 D_fake: 0.843 (epoch: 140, iters: 5888, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.735 G_ID: 0.159 G_Rec: 0.351 D_GP: 0.030 D_real: 1.056 D_fake: 0.803 (epoch: 140, iters: 6288, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.911 G_ID: 0.234 G_Rec: 0.397 D_GP: 0.061 D_real: 0.695 D_fake: 0.913 (epoch: 140, iters: 6688, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.786 G_ID: 0.192 G_Rec: 0.318 D_GP: 0.034 D_real: 1.113 D_fake: 0.841 (epoch: 140, iters: 7088, time: 0.064) G_GAN: 0.529 G_GAN_Feat: 1.075 G_ID: 0.223 G_Rec: 0.431 D_GP: 0.141 D_real: 0.578 D_fake: 0.475 (epoch: 140, iters: 7488, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.701 G_ID: 0.135 G_Rec: 0.303 D_GP: 0.027 D_real: 1.073 D_fake: 0.808 (epoch: 140, iters: 7888, time: 0.064) G_GAN: 0.498 G_GAN_Feat: 0.999 G_ID: 0.225 G_Rec: 0.381 D_GP: 0.089 D_real: 0.947 D_fake: 0.518 (epoch: 140, iters: 8288, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.698 G_ID: 0.159 G_Rec: 0.324 D_GP: 0.025 D_real: 1.181 D_fake: 0.751 (epoch: 141, iters: 80, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 1.028 G_ID: 0.212 G_Rec: 0.439 D_GP: 0.031 D_real: 0.857 D_fake: 0.621 (epoch: 141, iters: 480, time: 0.064) G_GAN: 0.189 G_GAN_Feat: 0.778 G_ID: 0.178 G_Rec: 0.334 D_GP: 0.031 D_real: 0.982 D_fake: 0.811 (epoch: 141, iters: 880, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 0.822 G_ID: 0.213 G_Rec: 0.376 D_GP: 0.025 D_real: 1.137 D_fake: 0.521 (epoch: 141, iters: 1280, time: 0.064) G_GAN: 0.189 G_GAN_Feat: 0.684 G_ID: 0.158 G_Rec: 0.301 D_GP: 0.024 D_real: 1.064 D_fake: 0.812 (epoch: 141, iters: 1680, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.832 G_ID: 0.211 G_Rec: 0.356 D_GP: 0.030 D_real: 1.199 D_fake: 0.620 (epoch: 141, iters: 2080, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 0.844 G_ID: 0.170 G_Rec: 0.379 D_GP: 0.055 D_real: 0.768 D_fake: 0.776 (epoch: 141, iters: 2480, time: 0.064) G_GAN: 0.645 G_GAN_Feat: 1.002 G_ID: 0.224 G_Rec: 0.408 D_GP: 0.045 D_real: 1.097 D_fake: 0.392 (epoch: 141, iters: 2880, time: 0.064) G_GAN: 0.075 G_GAN_Feat: 0.689 G_ID: 0.154 G_Rec: 0.352 D_GP: 0.030 D_real: 0.915 D_fake: 0.926 (epoch: 141, iters: 3280, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.895 G_ID: 0.218 G_Rec: 0.434 D_GP: 0.033 D_real: 1.130 D_fake: 0.555 (epoch: 141, iters: 3680, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.620 G_ID: 0.152 G_Rec: 0.336 D_GP: 0.030 D_real: 1.119 D_fake: 0.804 (epoch: 141, iters: 4080, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.853 G_ID: 0.223 G_Rec: 0.402 D_GP: 0.053 D_real: 0.782 D_fake: 0.815 (epoch: 141, iters: 4480, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.866 G_ID: 0.153 G_Rec: 0.416 D_GP: 0.105 D_real: 0.519 D_fake: 0.855 (epoch: 141, iters: 4880, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 0.836 G_ID: 0.232 G_Rec: 0.371 D_GP: 0.027 D_real: 1.201 D_fake: 0.442 (epoch: 141, iters: 5280, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.759 G_ID: 0.136 G_Rec: 0.314 D_GP: 0.048 D_real: 0.979 D_fake: 0.779 (epoch: 141, iters: 5680, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 1.018 G_ID: 0.216 G_Rec: 0.442 D_GP: 0.100 D_real: 0.556 D_fake: 0.584 (epoch: 141, iters: 6080, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.855 G_ID: 0.147 G_Rec: 0.406 D_GP: 0.291 D_real: 0.801 D_fake: 0.833 (epoch: 141, iters: 6480, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.987 G_ID: 0.217 G_Rec: 0.431 D_GP: 0.042 D_real: 0.881 D_fake: 0.608 (epoch: 141, iters: 6880, time: 0.064) G_GAN: 0.003 G_GAN_Feat: 0.928 G_ID: 0.159 G_Rec: 0.357 D_GP: 0.131 D_real: 0.391 D_fake: 0.997 (epoch: 141, iters: 7280, time: 0.064) G_GAN: 0.311 G_GAN_Feat: 0.985 G_ID: 0.247 G_Rec: 0.404 D_GP: 0.032 D_real: 0.808 D_fake: 0.690 (epoch: 141, iters: 7680, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 0.936 G_ID: 0.187 G_Rec: 0.345 D_GP: 0.065 D_real: 0.739 D_fake: 0.584 (epoch: 141, iters: 8080, time: 0.064) G_GAN: 0.555 G_GAN_Feat: 0.943 G_ID: 0.214 G_Rec: 0.386 D_GP: 0.028 D_real: 1.162 D_fake: 0.454 (epoch: 141, iters: 8480, time: 0.064) G_GAN: 0.501 G_GAN_Feat: 0.703 G_ID: 0.147 G_Rec: 0.361 D_GP: 0.020 D_real: 1.413 D_fake: 0.509 (epoch: 142, iters: 272, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 1.042 G_ID: 0.189 G_Rec: 0.431 D_GP: 0.100 D_real: 0.706 D_fake: 0.705 (epoch: 142, iters: 672, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.809 G_ID: 0.160 G_Rec: 0.356 D_GP: 0.028 D_real: 0.901 D_fake: 0.717 (epoch: 142, iters: 1072, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.894 G_ID: 0.203 G_Rec: 0.374 D_GP: 0.038 D_real: 1.088 D_fake: 0.494 (epoch: 142, iters: 1472, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.731 G_ID: 0.152 G_Rec: 0.365 D_GP: 0.019 D_real: 1.167 D_fake: 0.718 (epoch: 142, iters: 1872, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.775 G_ID: 0.224 G_Rec: 0.358 D_GP: 0.027 D_real: 1.086 D_fake: 0.687 (epoch: 142, iters: 2272, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.734 G_ID: 0.177 G_Rec: 0.387 D_GP: 0.037 D_real: 0.929 D_fake: 0.860 (epoch: 142, iters: 2672, time: 0.064) G_GAN: 0.823 G_GAN_Feat: 0.892 G_ID: 0.206 G_Rec: 0.389 D_GP: 0.042 D_real: 1.342 D_fake: 0.334 (epoch: 142, iters: 3072, time: 0.064) G_GAN: 0.049 G_GAN_Feat: 0.823 G_ID: 0.157 G_Rec: 0.382 D_GP: 0.066 D_real: 1.018 D_fake: 0.953 (epoch: 142, iters: 3472, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.857 G_ID: 0.208 G_Rec: 0.429 D_GP: 0.029 D_real: 1.114 D_fake: 0.617 (epoch: 142, iters: 3872, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.799 G_ID: 0.153 G_Rec: 0.324 D_GP: 0.031 D_real: 1.048 D_fake: 0.797 (epoch: 142, iters: 4272, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 0.931 G_ID: 0.199 G_Rec: 0.439 D_GP: 0.042 D_real: 1.013 D_fake: 0.493 (epoch: 142, iters: 4672, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.686 G_ID: 0.164 G_Rec: 0.304 D_GP: 0.025 D_real: 1.100 D_fake: 0.768 (epoch: 142, iters: 5072, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.831 G_ID: 0.244 G_Rec: 0.387 D_GP: 0.027 D_real: 1.255 D_fake: 0.488 (epoch: 142, iters: 5472, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.735 G_ID: 0.122 G_Rec: 0.301 D_GP: 0.044 D_real: 0.938 D_fake: 0.858 (epoch: 142, iters: 5872, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 0.882 G_ID: 0.248 G_Rec: 0.414 D_GP: 0.026 D_real: 1.230 D_fake: 0.481 (epoch: 142, iters: 6272, time: 0.064) G_GAN: 0.064 G_GAN_Feat: 0.878 G_ID: 0.155 G_Rec: 0.311 D_GP: 0.092 D_real: 0.454 D_fake: 0.937 (epoch: 142, iters: 6672, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.997 G_ID: 0.211 G_Rec: 0.417 D_GP: 0.077 D_real: 0.787 D_fake: 0.856 (epoch: 142, iters: 7072, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.631 G_ID: 0.191 G_Rec: 0.305 D_GP: 0.024 D_real: 1.139 D_fake: 0.742 (epoch: 142, iters: 7472, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 1.085 G_ID: 0.241 G_Rec: 0.392 D_GP: 0.083 D_real: 0.417 D_fake: 0.660 (epoch: 142, iters: 7872, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 0.860 G_ID: 0.176 G_Rec: 0.342 D_GP: 0.074 D_real: 0.816 D_fake: 0.806 (epoch: 142, iters: 8272, time: 0.064) G_GAN: 0.735 G_GAN_Feat: 0.860 G_ID: 0.247 G_Rec: 0.414 D_GP: 0.024 D_real: 1.431 D_fake: 0.355 (epoch: 143, iters: 64, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.747 G_ID: 0.175 G_Rec: 0.349 D_GP: 0.034 D_real: 0.935 D_fake: 0.841 (epoch: 143, iters: 464, time: 0.064) G_GAN: 0.152 G_GAN_Feat: 1.016 G_ID: 0.222 G_Rec: 0.438 D_GP: 0.078 D_real: 0.885 D_fake: 0.850 (epoch: 143, iters: 864, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.665 G_ID: 0.147 G_Rec: 0.315 D_GP: 0.021 D_real: 1.265 D_fake: 0.675 (epoch: 143, iters: 1264, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 1.109 G_ID: 0.203 G_Rec: 0.377 D_GP: 0.048 D_real: 0.565 D_fake: 0.630 (epoch: 143, iters: 1664, time: 0.064) G_GAN: 0.531 G_GAN_Feat: 1.075 G_ID: 0.159 G_Rec: 0.410 D_GP: 0.068 D_real: 1.299 D_fake: 0.546 (epoch: 143, iters: 2064, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.817 G_ID: 0.208 G_Rec: 0.399 D_GP: 0.021 D_real: 1.257 D_fake: 0.574 (epoch: 143, iters: 2464, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.908 G_ID: 0.151 G_Rec: 0.349 D_GP: 0.070 D_real: 0.741 D_fake: 0.780 (epoch: 143, iters: 2864, time: 0.064) G_GAN: 0.682 G_GAN_Feat: 1.008 G_ID: 0.214 G_Rec: 0.432 D_GP: 0.056 D_real: 1.047 D_fake: 0.365 (epoch: 143, iters: 3264, time: 0.064) G_GAN: -0.041 G_GAN_Feat: 0.802 G_ID: 0.131 G_Rec: 0.409 D_GP: 0.033 D_real: 0.696 D_fake: 1.041 (epoch: 143, iters: 3664, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 0.818 G_ID: 0.221 G_Rec: 0.392 D_GP: 0.023 D_real: 1.182 D_fake: 0.545 (epoch: 143, iters: 4064, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.807 G_ID: 0.151 G_Rec: 0.319 D_GP: 0.050 D_real: 0.813 D_fake: 0.764 (epoch: 143, iters: 4464, time: 0.064) G_GAN: 0.556 G_GAN_Feat: 0.902 G_ID: 0.212 G_Rec: 0.437 D_GP: 0.023 D_real: 1.200 D_fake: 0.448 (epoch: 143, iters: 4864, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.818 G_ID: 0.152 G_Rec: 0.328 D_GP: 0.052 D_real: 0.963 D_fake: 0.759 (epoch: 143, iters: 5264, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.939 G_ID: 0.239 G_Rec: 0.423 D_GP: 0.031 D_real: 0.860 D_fake: 0.803 (epoch: 143, iters: 5664, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.855 G_ID: 0.117 G_Rec: 0.334 D_GP: 0.090 D_real: 0.825 D_fake: 0.923 (epoch: 143, iters: 6064, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.917 G_ID: 0.216 G_Rec: 0.461 D_GP: 0.026 D_real: 1.159 D_fake: 0.703 (epoch: 143, iters: 6464, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.697 G_ID: 0.145 G_Rec: 0.326 D_GP: 0.024 D_real: 1.112 D_fake: 0.810 (epoch: 143, iters: 6864, time: 0.064) G_GAN: 0.641 G_GAN_Feat: 0.902 G_ID: 0.230 G_Rec: 0.404 D_GP: 0.040 D_real: 1.127 D_fake: 0.394 (epoch: 143, iters: 7264, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 1.085 G_ID: 0.134 G_Rec: 0.343 D_GP: 0.109 D_real: 0.312 D_fake: 0.850 (epoch: 143, iters: 7664, time: 0.064) G_GAN: 0.661 G_GAN_Feat: 0.939 G_ID: 0.198 G_Rec: 0.439 D_GP: 0.029 D_real: 1.348 D_fake: 0.345 (epoch: 143, iters: 8064, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.831 G_ID: 0.149 G_Rec: 0.357 D_GP: 0.058 D_real: 0.989 D_fake: 0.696 (epoch: 143, iters: 8464, time: 0.064) G_GAN: 0.820 G_GAN_Feat: 0.945 G_ID: 0.222 G_Rec: 0.415 D_GP: 0.043 D_real: 1.384 D_fake: 0.221 (epoch: 144, iters: 256, time: 0.064) G_GAN: 0.070 G_GAN_Feat: 1.022 G_ID: 0.178 G_Rec: 0.328 D_GP: 0.064 D_real: 0.293 D_fake: 0.930 (epoch: 144, iters: 656, time: 0.064) G_GAN: 0.648 G_GAN_Feat: 0.924 G_ID: 0.204 G_Rec: 0.422 D_GP: 0.025 D_real: 1.330 D_fake: 0.361 (epoch: 144, iters: 1056, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.639 G_ID: 0.136 G_Rec: 0.298 D_GP: 0.026 D_real: 1.335 D_fake: 0.594 (epoch: 144, iters: 1456, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.845 G_ID: 0.213 G_Rec: 0.402 D_GP: 0.037 D_real: 0.853 D_fake: 0.855 (epoch: 144, iters: 1856, time: 0.064) G_GAN: -0.023 G_GAN_Feat: 0.724 G_ID: 0.172 G_Rec: 0.310 D_GP: 0.045 D_real: 0.870 D_fake: 1.023 (epoch: 144, iters: 2256, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 0.840 G_ID: 0.192 G_Rec: 0.392 D_GP: 0.030 D_real: 1.155 D_fake: 0.576 (epoch: 144, iters: 2656, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.814 G_ID: 0.173 G_Rec: 0.340 D_GP: 0.038 D_real: 1.035 D_fake: 0.704 (epoch: 144, iters: 3056, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.949 G_ID: 0.232 G_Rec: 0.401 D_GP: 0.074 D_real: 0.746 D_fake: 0.771 (epoch: 144, iters: 3456, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.746 G_ID: 0.164 G_Rec: 0.327 D_GP: 0.037 D_real: 1.046 D_fake: 0.714 (epoch: 144, iters: 3856, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 1.013 G_ID: 0.229 G_Rec: 0.420 D_GP: 0.135 D_real: 0.831 D_fake: 0.615 (epoch: 144, iters: 4256, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.654 G_ID: 0.153 G_Rec: 0.320 D_GP: 0.026 D_real: 1.165 D_fake: 0.740 (epoch: 144, iters: 4656, time: 0.064) G_GAN: 0.081 G_GAN_Feat: 1.095 G_ID: 0.213 G_Rec: 0.452 D_GP: 0.203 D_real: 0.293 D_fake: 0.919 (epoch: 144, iters: 5056, time: 0.064) G_GAN: 0.175 G_GAN_Feat: 0.949 G_ID: 0.154 G_Rec: 0.359 D_GP: 0.097 D_real: 0.541 D_fake: 0.825 (epoch: 144, iters: 5456, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 1.064 G_ID: 0.219 G_Rec: 0.460 D_GP: 0.212 D_real: 0.523 D_fake: 0.750 (epoch: 144, iters: 5856, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.651 G_ID: 0.151 G_Rec: 0.289 D_GP: 0.026 D_real: 1.266 D_fake: 0.595 (epoch: 144, iters: 6256, time: 0.064) G_GAN: 0.804 G_GAN_Feat: 1.326 G_ID: 0.239 G_Rec: 0.466 D_GP: 0.497 D_real: 0.731 D_fake: 0.246 (epoch: 144, iters: 6656, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.883 G_ID: 0.156 G_Rec: 0.360 D_GP: 0.042 D_real: 0.739 D_fake: 0.673 (epoch: 144, iters: 7056, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 1.109 G_ID: 0.219 G_Rec: 0.410 D_GP: 0.501 D_real: 0.427 D_fake: 0.648 (epoch: 144, iters: 7456, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.702 G_ID: 0.151 G_Rec: 0.329 D_GP: 0.021 D_real: 1.173 D_fake: 0.692 (epoch: 144, iters: 7856, time: 0.064) G_GAN: 0.473 G_GAN_Feat: 1.036 G_ID: 0.189 G_Rec: 0.417 D_GP: 0.144 D_real: 0.781 D_fake: 0.533 (epoch: 144, iters: 8256, time: 0.064) G_GAN: 0.101 G_GAN_Feat: 0.631 G_ID: 0.177 G_Rec: 0.288 D_GP: 0.024 D_real: 1.019 D_fake: 0.899 (epoch: 145, iters: 48, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.957 G_ID: 0.193 G_Rec: 0.435 D_GP: 0.047 D_real: 1.067 D_fake: 0.669 (epoch: 145, iters: 448, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.614 G_ID: 0.161 G_Rec: 0.418 D_GP: 0.021 D_real: 1.177 D_fake: 0.735 (epoch: 145, iters: 848, time: 0.064) G_GAN: 0.601 G_GAN_Feat: 0.787 G_ID: 0.231 G_Rec: 0.390 D_GP: 0.022 D_real: 1.272 D_fake: 0.422 (epoch: 145, iters: 1248, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.737 G_ID: 0.170 G_Rec: 0.325 D_GP: 0.080 D_real: 0.975 D_fake: 0.730 (epoch: 145, iters: 1648, time: 0.064) G_GAN: 0.676 G_GAN_Feat: 1.044 G_ID: 0.213 G_Rec: 0.426 D_GP: 0.070 D_real: 0.969 D_fake: 0.366 (epoch: 145, iters: 2048, time: 0.064) G_GAN: 0.561 G_GAN_Feat: 0.906 G_ID: 0.137 G_Rec: 0.337 D_GP: 0.059 D_real: 1.327 D_fake: 0.448 (epoch: 145, iters: 2448, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.877 G_ID: 0.192 G_Rec: 0.400 D_GP: 0.031 D_real: 1.080 D_fake: 0.553 (epoch: 145, iters: 2848, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.967 G_ID: 0.176 G_Rec: 0.357 D_GP: 0.105 D_real: 0.629 D_fake: 0.693 (epoch: 145, iters: 3248, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.895 G_ID: 0.197 G_Rec: 0.416 D_GP: 0.032 D_real: 0.929 D_fake: 0.623 (epoch: 145, iters: 3648, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.812 G_ID: 0.139 G_Rec: 0.379 D_GP: 0.033 D_real: 1.088 D_fake: 0.680 (epoch: 145, iters: 4048, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.806 G_ID: 0.202 G_Rec: 0.377 D_GP: 0.025 D_real: 0.963 D_fake: 0.808 (epoch: 145, iters: 4448, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.749 G_ID: 0.146 G_Rec: 0.339 D_GP: 0.044 D_real: 0.882 D_fake: 0.901 (epoch: 145, iters: 4848, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.919 G_ID: 0.218 G_Rec: 0.415 D_GP: 0.030 D_real: 1.050 D_fake: 0.627 (epoch: 145, iters: 5248, time: 0.064) G_GAN: 0.063 G_GAN_Feat: 0.750 G_ID: 0.144 G_Rec: 0.323 D_GP: 0.032 D_real: 0.874 D_fake: 0.937 (epoch: 145, iters: 5648, time: 0.064) G_GAN: 0.573 G_GAN_Feat: 0.946 G_ID: 0.206 G_Rec: 0.392 D_GP: 0.055 D_real: 1.223 D_fake: 0.442 (epoch: 145, iters: 6048, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.880 G_ID: 0.143 G_Rec: 0.324 D_GP: 0.039 D_real: 0.770 D_fake: 0.807 (epoch: 145, iters: 6448, time: 0.064) G_GAN: 0.665 G_GAN_Feat: 1.094 G_ID: 0.215 G_Rec: 0.425 D_GP: 0.113 D_real: 0.958 D_fake: 0.414 (epoch: 145, iters: 6848, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.796 G_ID: 0.145 G_Rec: 0.330 D_GP: 0.027 D_real: 1.155 D_fake: 0.685 (epoch: 145, iters: 7248, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.826 G_ID: 0.203 G_Rec: 0.410 D_GP: 0.022 D_real: 0.997 D_fake: 0.747 (epoch: 145, iters: 7648, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.622 G_ID: 0.152 G_Rec: 0.321 D_GP: 0.027 D_real: 1.032 D_fake: 0.862 (epoch: 145, iters: 8048, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.845 G_ID: 0.191 G_Rec: 0.394 D_GP: 0.036 D_real: 0.898 D_fake: 0.757 (epoch: 145, iters: 8448, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.854 G_ID: 0.181 G_Rec: 0.344 D_GP: 0.037 D_real: 0.869 D_fake: 0.747 (epoch: 146, iters: 240, time: 0.064) G_GAN: 0.553 G_GAN_Feat: 0.853 G_ID: 0.185 G_Rec: 0.423 D_GP: 0.022 D_real: 1.189 D_fake: 0.454 (epoch: 146, iters: 640, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.758 G_ID: 0.158 G_Rec: 0.333 D_GP: 0.051 D_real: 1.076 D_fake: 0.670 (epoch: 146, iters: 1040, time: 0.064) G_GAN: 0.666 G_GAN_Feat: 1.046 G_ID: 0.217 G_Rec: 0.430 D_GP: 0.108 D_real: 0.980 D_fake: 0.345 (epoch: 146, iters: 1440, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.873 G_ID: 0.129 G_Rec: 0.323 D_GP: 0.055 D_real: 0.760 D_fake: 0.618 (epoch: 146, iters: 1840, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 0.832 G_ID: 0.214 G_Rec: 0.390 D_GP: 0.027 D_real: 1.285 D_fake: 0.483 (epoch: 146, iters: 2240, time: 0.064) G_GAN: 0.038 G_GAN_Feat: 0.911 G_ID: 0.163 G_Rec: 0.337 D_GP: 0.096 D_real: 0.499 D_fake: 0.963 (epoch: 146, iters: 2640, time: 0.064) G_GAN: 0.669 G_GAN_Feat: 1.052 G_ID: 0.197 G_Rec: 0.401 D_GP: 0.031 D_real: 1.038 D_fake: 0.362 (epoch: 146, iters: 3040, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 1.187 G_ID: 0.145 G_Rec: 0.422 D_GP: 1.129 D_real: 0.859 D_fake: 0.876 (epoch: 146, iters: 3440, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.862 G_ID: 0.236 G_Rec: 0.419 D_GP: 0.026 D_real: 1.088 D_fake: 0.713 (epoch: 146, iters: 3840, time: 0.064) G_GAN: 0.014 G_GAN_Feat: 0.752 G_ID: 0.169 G_Rec: 0.354 D_GP: 0.038 D_real: 0.792 D_fake: 0.986 (epoch: 146, iters: 4240, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.966 G_ID: 0.208 G_Rec: 0.410 D_GP: 0.053 D_real: 0.955 D_fake: 0.605 (epoch: 146, iters: 4640, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.715 G_ID: 0.140 G_Rec: 0.294 D_GP: 0.033 D_real: 1.131 D_fake: 0.737 (epoch: 146, iters: 5040, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 0.930 G_ID: 0.265 G_Rec: 0.415 D_GP: 0.033 D_real: 0.869 D_fake: 0.708 (epoch: 146, iters: 5440, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.828 G_ID: 0.153 G_Rec: 0.315 D_GP: 0.027 D_real: 1.078 D_fake: 0.697 (epoch: 146, iters: 5840, time: 0.064) G_GAN: 0.711 G_GAN_Feat: 0.846 G_ID: 0.206 G_Rec: 0.396 D_GP: 0.025 D_real: 1.345 D_fake: 0.302 (epoch: 146, iters: 6240, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.671 G_ID: 0.152 G_Rec: 0.322 D_GP: 0.023 D_real: 1.231 D_fake: 0.685 (epoch: 146, iters: 6640, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.993 G_ID: 0.207 G_Rec: 0.418 D_GP: 0.124 D_real: 0.830 D_fake: 0.491 (epoch: 146, iters: 7040, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.786 G_ID: 0.128 G_Rec: 0.349 D_GP: 0.036 D_real: 1.019 D_fake: 0.841 (epoch: 146, iters: 7440, time: 0.064) G_GAN: 0.010 G_GAN_Feat: 1.240 G_ID: 0.223 G_Rec: 0.411 D_GP: 0.057 D_real: 1.244 D_fake: 0.991 (epoch: 146, iters: 7840, time: 0.064) G_GAN: -0.070 G_GAN_Feat: 0.650 G_ID: 0.173 G_Rec: 0.338 D_GP: 0.020 D_real: 0.894 D_fake: 1.070 (epoch: 146, iters: 8240, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.957 G_ID: 0.224 G_Rec: 0.425 D_GP: 0.069 D_real: 0.712 D_fake: 0.772 (epoch: 147, iters: 32, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.680 G_ID: 0.128 G_Rec: 0.337 D_GP: 0.024 D_real: 1.338 D_fake: 0.600 (epoch: 147, iters: 432, time: 0.064) G_GAN: 0.792 G_GAN_Feat: 1.117 G_ID: 0.217 G_Rec: 0.436 D_GP: 0.095 D_real: 0.850 D_fake: 0.263 (epoch: 147, iters: 832, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.743 G_ID: 0.145 G_Rec: 0.352 D_GP: 0.028 D_real: 1.208 D_fake: 0.721 (epoch: 147, iters: 1232, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.824 G_ID: 0.218 G_Rec: 0.376 D_GP: 0.027 D_real: 1.030 D_fake: 0.750 (epoch: 147, iters: 1632, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.869 G_ID: 0.171 G_Rec: 0.320 D_GP: 0.045 D_real: 0.688 D_fake: 0.846 (epoch: 147, iters: 2032, time: 0.064) G_GAN: 0.204 G_GAN_Feat: 1.225 G_ID: 0.226 G_Rec: 0.467 D_GP: 0.851 D_real: 0.573 D_fake: 0.825 (epoch: 147, iters: 2432, time: 0.064) G_GAN: 0.089 G_GAN_Feat: 0.727 G_ID: 0.146 G_Rec: 0.302 D_GP: 0.037 D_real: 0.941 D_fake: 0.911 (epoch: 147, iters: 2832, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.760 G_ID: 0.203 G_Rec: 0.399 D_GP: 0.021 D_real: 1.260 D_fake: 0.526 (epoch: 147, iters: 3232, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.642 G_ID: 0.146 G_Rec: 0.301 D_GP: 0.023 D_real: 1.053 D_fake: 0.887 (epoch: 147, iters: 3632, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.795 G_ID: 0.216 G_Rec: 0.407 D_GP: 0.032 D_real: 0.919 D_fake: 0.734 (epoch: 147, iters: 4032, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.742 G_ID: 0.154 G_Rec: 0.328 D_GP: 0.081 D_real: 0.894 D_fake: 0.918 (epoch: 147, iters: 4432, time: 0.064) G_GAN: 0.643 G_GAN_Feat: 0.847 G_ID: 0.223 G_Rec: 0.386 D_GP: 0.026 D_real: 1.351 D_fake: 0.362 (epoch: 147, iters: 4832, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.824 G_ID: 0.182 G_Rec: 0.343 D_GP: 0.047 D_real: 0.936 D_fake: 0.700 (epoch: 147, iters: 5232, time: 0.064) G_GAN: 0.595 G_GAN_Feat: 0.861 G_ID: 0.210 G_Rec: 0.391 D_GP: 0.027 D_real: 1.307 D_fake: 0.425 (epoch: 147, iters: 5632, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.793 G_ID: 0.167 G_Rec: 0.331 D_GP: 0.044 D_real: 0.885 D_fake: 0.831 (epoch: 147, iters: 6032, time: 0.064) G_GAN: 0.617 G_GAN_Feat: 0.851 G_ID: 0.197 G_Rec: 0.415 D_GP: 0.026 D_real: 1.357 D_fake: 0.413 (epoch: 147, iters: 6432, time: 0.064) G_GAN: 0.066 G_GAN_Feat: 0.830 G_ID: 0.138 G_Rec: 0.310 D_GP: 0.131 D_real: 0.447 D_fake: 0.936 (epoch: 147, iters: 6832, time: 0.064) G_GAN: 0.557 G_GAN_Feat: 0.882 G_ID: 0.186 G_Rec: 0.456 D_GP: 0.022 D_real: 1.192 D_fake: 0.454 (epoch: 147, iters: 7232, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.602 G_ID: 0.154 G_Rec: 0.299 D_GP: 0.022 D_real: 1.221 D_fake: 0.701 (epoch: 147, iters: 7632, time: 0.064) G_GAN: 0.707 G_GAN_Feat: 0.810 G_ID: 0.216 G_Rec: 0.358 D_GP: 0.028 D_real: 1.385 D_fake: 0.336 (epoch: 147, iters: 8032, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.807 G_ID: 0.163 G_Rec: 0.332 D_GP: 0.059 D_real: 0.822 D_fake: 0.748 (epoch: 147, iters: 8432, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.801 G_ID: 0.244 G_Rec: 0.426 D_GP: 0.031 D_real: 0.880 D_fake: 0.797 (epoch: 148, iters: 224, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.654 G_ID: 0.132 G_Rec: 0.296 D_GP: 0.027 D_real: 1.160 D_fake: 0.756 (epoch: 148, iters: 624, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.900 G_ID: 0.237 G_Rec: 0.395 D_GP: 0.028 D_real: 1.196 D_fake: 0.532 (epoch: 148, iters: 1024, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.707 G_ID: 0.146 G_Rec: 0.332 D_GP: 0.025 D_real: 1.089 D_fake: 0.808 (epoch: 148, iters: 1424, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.974 G_ID: 0.206 G_Rec: 0.407 D_GP: 0.044 D_real: 0.804 D_fake: 0.645 (epoch: 148, iters: 1824, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.836 G_ID: 0.163 G_Rec: 0.353 D_GP: 0.032 D_real: 1.149 D_fake: 0.696 (epoch: 148, iters: 2224, time: 0.064) G_GAN: 0.684 G_GAN_Feat: 1.097 G_ID: 0.212 G_Rec: 0.436 D_GP: 0.091 D_real: 0.733 D_fake: 0.359 (epoch: 148, iters: 2624, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.750 G_ID: 0.157 G_Rec: 0.356 D_GP: 0.031 D_real: 0.998 D_fake: 0.829 (epoch: 148, iters: 3024, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.897 G_ID: 0.206 G_Rec: 0.410 D_GP: 0.060 D_real: 0.668 D_fake: 0.828 (epoch: 148, iters: 3424, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 0.751 G_ID: 0.133 G_Rec: 0.313 D_GP: 0.096 D_real: 0.862 D_fake: 0.796 (epoch: 148, iters: 3824, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.985 G_ID: 0.225 G_Rec: 0.382 D_GP: 0.058 D_real: 1.019 D_fake: 0.408 (epoch: 148, iters: 4224, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.763 G_ID: 0.159 G_Rec: 0.321 D_GP: 0.026 D_real: 1.154 D_fake: 0.718 (epoch: 148, iters: 4624, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.861 G_ID: 0.249 G_Rec: 0.394 D_GP: 0.027 D_real: 1.001 D_fake: 0.676 (epoch: 148, iters: 5024, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.878 G_ID: 0.138 G_Rec: 0.329 D_GP: 0.060 D_real: 0.704 D_fake: 0.829 (epoch: 148, iters: 5424, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 1.043 G_ID: 0.219 G_Rec: 0.416 D_GP: 0.054 D_real: 0.676 D_fake: 0.659 (epoch: 148, iters: 5824, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 0.835 G_ID: 0.145 G_Rec: 0.315 D_GP: 0.073 D_real: 1.027 D_fake: 0.493 (epoch: 148, iters: 6224, time: 0.064) G_GAN: 0.499 G_GAN_Feat: 0.966 G_ID: 0.207 G_Rec: 0.414 D_GP: 0.055 D_real: 0.887 D_fake: 0.507 (epoch: 148, iters: 6624, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.752 G_ID: 0.126 G_Rec: 0.342 D_GP: 0.028 D_real: 0.938 D_fake: 0.918 (epoch: 148, iters: 7024, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.881 G_ID: 0.228 G_Rec: 0.423 D_GP: 0.024 D_real: 1.043 D_fake: 0.618 (epoch: 148, iters: 7424, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.715 G_ID: 0.140 G_Rec: 0.342 D_GP: 0.035 D_real: 1.059 D_fake: 0.709 (epoch: 148, iters: 7824, time: 0.064) G_GAN: 0.588 G_GAN_Feat: 0.887 G_ID: 0.181 G_Rec: 0.412 D_GP: 0.027 D_real: 1.220 D_fake: 0.427 (epoch: 148, iters: 8224, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 0.739 G_ID: 0.154 G_Rec: 0.340 D_GP: 0.025 D_real: 1.060 D_fake: 0.782 (epoch: 149, iters: 16, time: 0.064) G_GAN: 0.703 G_GAN_Feat: 0.783 G_ID: 0.235 G_Rec: 0.402 D_GP: 0.026 D_real: 1.415 D_fake: 0.364 (epoch: 149, iters: 416, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.688 G_ID: 0.154 G_Rec: 0.328 D_GP: 0.020 D_real: 1.184 D_fake: 0.728 (epoch: 149, iters: 816, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.941 G_ID: 0.192 G_Rec: 0.444 D_GP: 0.025 D_real: 0.868 D_fake: 0.668 (epoch: 149, iters: 1216, time: 0.064) G_GAN: 0.005 G_GAN_Feat: 0.843 G_ID: 0.133 G_Rec: 0.361 D_GP: 0.098 D_real: 0.481 D_fake: 0.995 (epoch: 149, iters: 1616, time: 0.064) G_GAN: 0.530 G_GAN_Feat: 0.862 G_ID: 0.211 G_Rec: 0.392 D_GP: 0.026 D_real: 1.154 D_fake: 0.479 (epoch: 149, iters: 2016, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.935 G_ID: 0.136 G_Rec: 0.366 D_GP: 0.198 D_real: 0.477 D_fake: 0.794 (epoch: 149, iters: 2416, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 0.900 G_ID: 0.216 G_Rec: 0.384 D_GP: 0.058 D_real: 0.920 D_fake: 0.547 (epoch: 149, iters: 2816, time: 0.064) G_GAN: 0.311 G_GAN_Feat: 0.732 G_ID: 0.148 G_Rec: 0.298 D_GP: 0.027 D_real: 1.152 D_fake: 0.689 (epoch: 149, iters: 3216, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 0.798 G_ID: 0.210 G_Rec: 0.346 D_GP: 0.028 D_real: 1.077 D_fake: 0.624 (epoch: 149, iters: 3616, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.967 G_ID: 0.149 G_Rec: 0.415 D_GP: 0.063 D_real: 0.768 D_fake: 0.764 (epoch: 149, iters: 4016, time: 0.064) G_GAN: 1.019 G_GAN_Feat: 1.046 G_ID: 0.213 G_Rec: 0.421 D_GP: 0.062 D_real: 1.202 D_fake: 0.127 (epoch: 149, iters: 4416, time: 0.064) G_GAN: 0.496 G_GAN_Feat: 0.974 G_ID: 0.162 G_Rec: 0.375 D_GP: 0.085 D_real: 0.555 D_fake: 0.545 (epoch: 149, iters: 4816, time: 0.064) G_GAN: 0.622 G_GAN_Feat: 0.863 G_ID: 0.188 G_Rec: 0.420 D_GP: 0.025 D_real: 1.388 D_fake: 0.402 (epoch: 149, iters: 5216, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.879 G_ID: 0.158 G_Rec: 0.353 D_GP: 0.042 D_real: 1.013 D_fake: 0.740 (epoch: 149, iters: 5616, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 1.059 G_ID: 0.223 G_Rec: 0.423 D_GP: 0.063 D_real: 0.362 D_fake: 0.905 (epoch: 149, iters: 6016, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.825 G_ID: 0.150 G_Rec: 0.377 D_GP: 0.055 D_real: 0.994 D_fake: 0.732 (epoch: 149, iters: 6416, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.879 G_ID: 0.235 G_Rec: 0.450 D_GP: 0.025 D_real: 1.147 D_fake: 0.562 (epoch: 149, iters: 6816, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.849 G_ID: 0.151 G_Rec: 0.404 D_GP: 0.031 D_real: 1.053 D_fake: 0.658 (epoch: 149, iters: 7216, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 0.902 G_ID: 0.187 G_Rec: 0.383 D_GP: 0.028 D_real: 1.156 D_fake: 0.420 (epoch: 149, iters: 7616, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.838 G_ID: 0.143 G_Rec: 0.366 D_GP: 0.061 D_real: 0.760 D_fake: 0.873 (epoch: 149, iters: 8016, time: 0.064) G_GAN: 0.603 G_GAN_Feat: 0.864 G_ID: 0.212 G_Rec: 0.425 D_GP: 0.025 D_real: 1.375 D_fake: 0.414 (epoch: 149, iters: 8416, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.678 G_ID: 0.144 G_Rec: 0.332 D_GP: 0.021 D_real: 1.037 D_fake: 0.841 (epoch: 150, iters: 208, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.764 G_ID: 0.203 G_Rec: 0.378 D_GP: 0.029 D_real: 1.069 D_fake: 0.713 (epoch: 150, iters: 608, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.645 G_ID: 0.169 G_Rec: 0.362 D_GP: 0.021 D_real: 1.127 D_fake: 0.836 (epoch: 150, iters: 1008, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.909 G_ID: 0.216 G_Rec: 0.415 D_GP: 0.065 D_real: 0.896 D_fake: 0.692 (epoch: 150, iters: 1408, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.739 G_ID: 0.130 G_Rec: 0.331 D_GP: 0.033 D_real: 1.045 D_fake: 0.838 (epoch: 150, iters: 1808, time: 0.064) G_GAN: 0.680 G_GAN_Feat: 1.296 G_ID: 0.187 G_Rec: 0.429 D_GP: 0.589 D_real: 0.471 D_fake: 0.381 (epoch: 150, iters: 2208, time: 0.064) G_GAN: -0.039 G_GAN_Feat: 0.916 G_ID: 0.144 G_Rec: 0.351 D_GP: 0.029 D_real: 0.641 D_fake: 1.039 (epoch: 150, iters: 2608, time: 0.064) G_GAN: 0.545 G_GAN_Feat: 0.924 G_ID: 0.214 G_Rec: 0.385 D_GP: 0.032 D_real: 1.149 D_fake: 0.474 (epoch: 150, iters: 3008, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.685 G_ID: 0.143 G_Rec: 0.343 D_GP: 0.023 D_real: 1.261 D_fake: 0.646 (epoch: 150, iters: 3408, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.840 G_ID: 0.227 G_Rec: 0.417 D_GP: 0.031 D_real: 1.456 D_fake: 0.410 (epoch: 150, iters: 3808, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.674 G_ID: 0.136 G_Rec: 0.344 D_GP: 0.028 D_real: 1.061 D_fake: 0.779 (epoch: 150, iters: 4208, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 0.897 G_ID: 0.198 G_Rec: 0.406 D_GP: 0.044 D_real: 1.115 D_fake: 0.478 (epoch: 150, iters: 4608, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.876 G_ID: 0.138 G_Rec: 0.331 D_GP: 0.221 D_real: 0.881 D_fake: 0.627 (epoch: 150, iters: 5008, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.975 G_ID: 0.200 G_Rec: 0.395 D_GP: 0.056 D_real: 0.731 D_fake: 0.791 (epoch: 150, iters: 5408, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.692 G_ID: 0.154 G_Rec: 0.320 D_GP: 0.035 D_real: 1.189 D_fake: 0.713 (epoch: 150, iters: 5808, time: 0.064) G_GAN: 0.724 G_GAN_Feat: 1.092 G_ID: 0.192 G_Rec: 0.412 D_GP: 0.048 D_real: 0.846 D_fake: 0.318 (epoch: 150, iters: 6208, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.911 G_ID: 0.137 G_Rec: 0.332 D_GP: 0.033 D_real: 0.928 D_fake: 0.675 (epoch: 150, iters: 6608, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 1.071 G_ID: 0.209 G_Rec: 0.409 D_GP: 0.049 D_real: 0.630 D_fake: 0.573 (epoch: 150, iters: 7008, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.673 G_ID: 0.132 G_Rec: 0.327 D_GP: 0.024 D_real: 1.087 D_fake: 0.878 (epoch: 150, iters: 7408, time: 0.064) G_GAN: 0.541 G_GAN_Feat: 1.043 G_ID: 0.199 G_Rec: 0.420 D_GP: 0.185 D_real: 0.853 D_fake: 0.487 (epoch: 150, iters: 7808, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 1.065 G_ID: 0.161 G_Rec: 0.391 D_GP: 0.201 D_real: 0.364 D_fake: 0.889 (epoch: 150, iters: 8208, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 1.018 G_ID: 0.172 G_Rec: 0.436 D_GP: 0.024 D_real: 0.848 D_fake: 0.778 (epoch: 150, iters: 8608, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.854 G_ID: 0.148 G_Rec: 0.325 D_GP: 0.038 D_real: 1.112 D_fake: 0.831 (epoch: 151, iters: 400, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.817 G_ID: 0.169 G_Rec: 0.373 D_GP: 0.024 D_real: 1.196 D_fake: 0.539 (epoch: 151, iters: 800, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.762 G_ID: 0.173 G_Rec: 0.372 D_GP: 0.026 D_real: 0.957 D_fake: 0.885 (epoch: 151, iters: 1200, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 1.035 G_ID: 0.227 G_Rec: 0.401 D_GP: 0.087 D_real: 0.465 D_fake: 0.621 (epoch: 151, iters: 1600, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.812 G_ID: 0.128 G_Rec: 0.343 D_GP: 0.039 D_real: 1.103 D_fake: 0.688 (epoch: 151, iters: 2000, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.806 G_ID: 0.186 G_Rec: 0.389 D_GP: 0.025 D_real: 1.259 D_fake: 0.602 (epoch: 151, iters: 2400, time: 0.064) G_GAN: -0.120 G_GAN_Feat: 0.876 G_ID: 0.147 G_Rec: 0.313 D_GP: 0.049 D_real: 0.380 D_fake: 1.120 (epoch: 151, iters: 2800, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.898 G_ID: 0.208 G_Rec: 0.406 D_GP: 0.037 D_real: 1.251 D_fake: 0.461 (epoch: 151, iters: 3200, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.759 G_ID: 0.150 G_Rec: 0.332 D_GP: 0.035 D_real: 1.087 D_fake: 0.731 (epoch: 151, iters: 3600, time: 0.064) G_GAN: 0.663 G_GAN_Feat: 0.910 G_ID: 0.188 G_Rec: 0.397 D_GP: 0.038 D_real: 1.130 D_fake: 0.354 (epoch: 151, iters: 4000, time: 0.064) G_GAN: 0.015 G_GAN_Feat: 1.077 G_ID: 0.159 G_Rec: 0.353 D_GP: 0.299 D_real: 0.226 D_fake: 0.985 (epoch: 151, iters: 4400, time: 0.064) G_GAN: 0.637 G_GAN_Feat: 1.154 G_ID: 0.200 G_Rec: 0.507 D_GP: 0.132 D_real: 1.082 D_fake: 0.397 (epoch: 151, iters: 4800, time: 0.064) G_GAN: -0.154 G_GAN_Feat: 0.822 G_ID: 0.162 G_Rec: 0.366 D_GP: 0.076 D_real: 0.446 D_fake: 1.154 (epoch: 151, iters: 5200, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 1.012 G_ID: 0.252 G_Rec: 0.442 D_GP: 0.043 D_real: 0.799 D_fake: 0.803 (epoch: 151, iters: 5600, time: 0.064) G_GAN: -0.118 G_GAN_Feat: 0.742 G_ID: 0.144 G_Rec: 0.336 D_GP: 0.040 D_real: 0.762 D_fake: 1.118 (epoch: 151, iters: 6000, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.819 G_ID: 0.194 G_Rec: 0.419 D_GP: 0.024 D_real: 1.200 D_fake: 0.529 (epoch: 151, iters: 6400, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.703 G_ID: 0.160 G_Rec: 0.327 D_GP: 0.036 D_real: 1.093 D_fake: 0.761 (epoch: 151, iters: 6800, time: 0.064) G_GAN: 0.469 G_GAN_Feat: 0.867 G_ID: 0.200 G_Rec: 0.395 D_GP: 0.035 D_real: 1.136 D_fake: 0.533 (epoch: 151, iters: 7200, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 0.708 G_ID: 0.132 G_Rec: 0.324 D_GP: 0.025 D_real: 1.014 D_fake: 0.871 (epoch: 151, iters: 7600, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.837 G_ID: 0.181 G_Rec: 0.391 D_GP: 0.033 D_real: 1.183 D_fake: 0.543 (epoch: 151, iters: 8000, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.727 G_ID: 0.150 G_Rec: 0.318 D_GP: 0.035 D_real: 0.896 D_fake: 0.856 (epoch: 151, iters: 8400, time: 0.064) G_GAN: 0.535 G_GAN_Feat: 1.021 G_ID: 0.212 G_Rec: 0.420 D_GP: 0.053 D_real: 0.845 D_fake: 0.469 (epoch: 152, iters: 192, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 1.190 G_ID: 0.145 G_Rec: 0.347 D_GP: 0.189 D_real: 0.698 D_fake: 0.662 (epoch: 152, iters: 592, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.963 G_ID: 0.212 G_Rec: 0.378 D_GP: 0.041 D_real: 1.100 D_fake: 0.496 (epoch: 152, iters: 992, time: 0.064) G_GAN: -0.044 G_GAN_Feat: 0.722 G_ID: 0.133 G_Rec: 0.342 D_GP: 0.021 D_real: 0.849 D_fake: 1.044 (epoch: 152, iters: 1392, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 1.248 G_ID: 0.190 G_Rec: 0.459 D_GP: 0.140 D_real: 0.376 D_fake: 0.871 (epoch: 152, iters: 1792, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.719 G_ID: 0.145 G_Rec: 0.330 D_GP: 0.026 D_real: 1.245 D_fake: 0.622 (epoch: 152, iters: 2192, time: 0.064) G_GAN: 0.730 G_GAN_Feat: 0.953 G_ID: 0.200 G_Rec: 0.408 D_GP: 0.030 D_real: 1.307 D_fake: 0.333 (epoch: 152, iters: 2592, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.838 G_ID: 0.161 G_Rec: 0.367 D_GP: 0.031 D_real: 0.930 D_fake: 0.605 (epoch: 152, iters: 2992, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.749 G_ID: 0.215 G_Rec: 0.359 D_GP: 0.037 D_real: 1.196 D_fake: 0.619 (epoch: 152, iters: 3392, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.732 G_ID: 0.135 G_Rec: 0.314 D_GP: 0.041 D_real: 0.985 D_fake: 0.879 (epoch: 152, iters: 3792, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.849 G_ID: 0.211 G_Rec: 0.391 D_GP: 0.045 D_real: 1.121 D_fake: 0.561 (epoch: 152, iters: 4192, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.896 G_ID: 0.146 G_Rec: 0.354 D_GP: 0.106 D_real: 0.788 D_fake: 0.827 (epoch: 152, iters: 4592, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 0.900 G_ID: 0.201 G_Rec: 0.420 D_GP: 0.030 D_real: 1.236 D_fake: 0.509 (epoch: 152, iters: 4992, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.758 G_ID: 0.172 G_Rec: 0.324 D_GP: 0.027 D_real: 1.080 D_fake: 0.794 (epoch: 152, iters: 5392, time: 0.064) G_GAN: 0.499 G_GAN_Feat: 0.954 G_ID: 0.188 G_Rec: 0.390 D_GP: 0.042 D_real: 1.064 D_fake: 0.511 (epoch: 152, iters: 5792, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.691 G_ID: 0.160 G_Rec: 0.308 D_GP: 0.022 D_real: 1.181 D_fake: 0.674 (epoch: 152, iters: 6192, time: 0.064) G_GAN: 0.540 G_GAN_Feat: 1.061 G_ID: 0.218 G_Rec: 0.403 D_GP: 0.092 D_real: 1.075 D_fake: 0.556 (epoch: 152, iters: 6592, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.648 G_ID: 0.152 G_Rec: 0.334 D_GP: 0.020 D_real: 1.377 D_fake: 0.613 (epoch: 152, iters: 6992, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.838 G_ID: 0.200 G_Rec: 0.407 D_GP: 0.020 D_real: 1.181 D_fake: 0.538 (epoch: 152, iters: 7392, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.749 G_ID: 0.186 G_Rec: 0.381 D_GP: 0.028 D_real: 0.936 D_fake: 0.881 (epoch: 152, iters: 7792, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.834 G_ID: 0.235 G_Rec: 0.402 D_GP: 0.036 D_real: 0.883 D_fake: 0.782 (epoch: 152, iters: 8192, time: 0.064) G_GAN: 0.063 G_GAN_Feat: 0.634 G_ID: 0.142 G_Rec: 0.317 D_GP: 0.026 D_real: 0.978 D_fake: 0.937 (epoch: 152, iters: 8592, time: 0.064) G_GAN: 0.558 G_GAN_Feat: 0.985 G_ID: 0.197 G_Rec: 0.393 D_GP: 0.089 D_real: 0.898 D_fake: 0.460 (epoch: 153, iters: 384, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 0.972 G_ID: 0.139 G_Rec: 0.324 D_GP: 0.064 D_real: 0.507 D_fake: 0.775 (epoch: 153, iters: 784, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.805 G_ID: 0.221 G_Rec: 0.357 D_GP: 0.031 D_real: 1.110 D_fake: 0.734 (epoch: 153, iters: 1184, time: 0.064) G_GAN: -0.074 G_GAN_Feat: 0.875 G_ID: 0.157 G_Rec: 0.355 D_GP: 0.050 D_real: 0.647 D_fake: 1.074 (epoch: 153, iters: 1584, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 1.022 G_ID: 0.202 G_Rec: 0.433 D_GP: 0.041 D_real: 0.894 D_fake: 0.499 (epoch: 153, iters: 1984, time: 0.064) G_GAN: 0.032 G_GAN_Feat: 0.703 G_ID: 0.160 G_Rec: 0.316 D_GP: 0.025 D_real: 0.967 D_fake: 0.968 (epoch: 153, iters: 2384, time: 0.064) G_GAN: 0.527 G_GAN_Feat: 0.923 G_ID: 0.221 G_Rec: 0.402 D_GP: 0.031 D_real: 1.109 D_fake: 0.500 (epoch: 153, iters: 2784, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.946 G_ID: 0.161 G_Rec: 0.346 D_GP: 0.198 D_real: 0.399 D_fake: 0.884 (epoch: 153, iters: 3184, time: 0.064) G_GAN: 0.480 G_GAN_Feat: 0.847 G_ID: 0.181 G_Rec: 0.352 D_GP: 0.030 D_real: 1.187 D_fake: 0.533 (epoch: 153, iters: 3584, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.951 G_ID: 0.177 G_Rec: 0.361 D_GP: 0.274 D_real: 0.389 D_fake: 0.771 (epoch: 153, iters: 3984, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.884 G_ID: 0.208 G_Rec: 0.377 D_GP: 0.027 D_real: 1.107 D_fake: 0.666 (epoch: 153, iters: 4384, time: 0.064) G_GAN: 0.499 G_GAN_Feat: 0.917 G_ID: 0.139 G_Rec: 0.332 D_GP: 0.042 D_real: 0.688 D_fake: 0.506 (epoch: 153, iters: 4784, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 1.066 G_ID: 0.199 G_Rec: 0.423 D_GP: 0.047 D_real: 0.345 D_fake: 0.798 (epoch: 153, iters: 5184, time: 0.064) G_GAN: 0.030 G_GAN_Feat: 0.685 G_ID: 0.171 G_Rec: 0.325 D_GP: 0.022 D_real: 1.024 D_fake: 0.970 (epoch: 153, iters: 5584, time: 0.064) G_GAN: 0.096 G_GAN_Feat: 1.005 G_ID: 0.236 G_Rec: 0.425 D_GP: 0.040 D_real: 0.537 D_fake: 0.904 (epoch: 153, iters: 5984, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.726 G_ID: 0.135 G_Rec: 0.333 D_GP: 0.025 D_real: 1.226 D_fake: 0.600 (epoch: 153, iters: 6384, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.840 G_ID: 0.188 G_Rec: 0.473 D_GP: 0.021 D_real: 1.055 D_fake: 0.675 (epoch: 153, iters: 6784, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.819 G_ID: 0.157 G_Rec: 0.328 D_GP: 0.026 D_real: 1.101 D_fake: 0.657 (epoch: 153, iters: 7184, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 0.865 G_ID: 0.180 G_Rec: 0.407 D_GP: 0.021 D_real: 1.310 D_fake: 0.496 (epoch: 153, iters: 7584, time: 0.064) G_GAN: 0.667 G_GAN_Feat: 1.064 G_ID: 0.148 G_Rec: 0.343 D_GP: 0.630 D_real: 0.558 D_fake: 0.568 (epoch: 153, iters: 7984, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.869 G_ID: 0.205 G_Rec: 0.419 D_GP: 0.021 D_real: 0.821 D_fake: 0.885 (epoch: 153, iters: 8384, time: 0.064) G_GAN: 0.052 G_GAN_Feat: 0.745 G_ID: 0.119 G_Rec: 0.301 D_GP: 0.054 D_real: 0.797 D_fake: 0.948 (epoch: 154, iters: 176, time: 0.064) G_GAN: 0.103 G_GAN_Feat: 0.966 G_ID: 0.232 G_Rec: 0.418 D_GP: 0.046 D_real: 0.711 D_fake: 0.898 (epoch: 154, iters: 576, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.872 G_ID: 0.136 G_Rec: 0.326 D_GP: 0.038 D_real: 0.861 D_fake: 0.724 (epoch: 154, iters: 976, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 0.824 G_ID: 0.210 G_Rec: 0.408 D_GP: 0.022 D_real: 1.232 D_fake: 0.511 (epoch: 154, iters: 1376, time: 0.064) G_GAN: 0.035 G_GAN_Feat: 0.681 G_ID: 0.167 G_Rec: 0.330 D_GP: 0.026 D_real: 0.951 D_fake: 0.965 (epoch: 154, iters: 1776, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.846 G_ID: 0.190 G_Rec: 0.406 D_GP: 0.034 D_real: 0.915 D_fake: 0.656 (epoch: 154, iters: 2176, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.759 G_ID: 0.139 G_Rec: 0.362 D_GP: 0.038 D_real: 1.043 D_fake: 0.799 (epoch: 154, iters: 2576, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 0.831 G_ID: 0.210 G_Rec: 0.394 D_GP: 0.028 D_real: 1.110 D_fake: 0.593 (epoch: 154, iters: 2976, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 0.729 G_ID: 0.160 G_Rec: 0.321 D_GP: 0.036 D_real: 0.952 D_fake: 0.914 (epoch: 154, iters: 3376, time: 0.064) G_GAN: 0.682 G_GAN_Feat: 0.879 G_ID: 0.192 G_Rec: 0.408 D_GP: 0.028 D_real: 1.454 D_fake: 0.353 (epoch: 154, iters: 3776, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.922 G_ID: 0.151 G_Rec: 0.358 D_GP: 0.047 D_real: 0.824 D_fake: 0.575 (epoch: 154, iters: 4176, time: 0.064) G_GAN: 0.687 G_GAN_Feat: 0.928 G_ID: 0.196 G_Rec: 0.404 D_GP: 0.031 D_real: 1.212 D_fake: 0.346 (epoch: 154, iters: 4576, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.596 G_ID: 0.143 G_Rec: 0.368 D_GP: 0.018 D_real: 1.198 D_fake: 0.794 (epoch: 154, iters: 4976, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.827 G_ID: 0.214 G_Rec: 0.382 D_GP: 0.026 D_real: 1.071 D_fake: 0.609 (epoch: 154, iters: 5376, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.665 G_ID: 0.132 G_Rec: 0.308 D_GP: 0.022 D_real: 1.092 D_fake: 0.802 (epoch: 154, iters: 5776, time: 0.064) G_GAN: 0.613 G_GAN_Feat: 0.900 G_ID: 0.180 G_Rec: 0.439 D_GP: 0.025 D_real: 1.196 D_fake: 0.397 (epoch: 154, iters: 6176, time: 0.064) G_GAN: -0.055 G_GAN_Feat: 0.713 G_ID: 0.167 G_Rec: 0.307 D_GP: 0.031 D_real: 0.806 D_fake: 1.055 (epoch: 154, iters: 6576, time: 0.064) G_GAN: 0.787 G_GAN_Feat: 0.840 G_ID: 0.235 G_Rec: 0.386 D_GP: 0.024 D_real: 1.544 D_fake: 0.248 (epoch: 154, iters: 6976, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.750 G_ID: 0.172 G_Rec: 0.319 D_GP: 0.036 D_real: 0.913 D_fake: 0.852 (epoch: 154, iters: 7376, time: 0.064) G_GAN: 0.434 G_GAN_Feat: 0.869 G_ID: 0.194 G_Rec: 0.381 D_GP: 0.037 D_real: 1.064 D_fake: 0.567 (epoch: 154, iters: 7776, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.867 G_ID: 0.176 G_Rec: 0.340 D_GP: 0.059 D_real: 0.782 D_fake: 0.819 (epoch: 154, iters: 8176, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 1.054 G_ID: 0.232 G_Rec: 0.468 D_GP: 0.024 D_real: 1.043 D_fake: 0.544 (epoch: 154, iters: 8576, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.689 G_ID: 0.143 G_Rec: 0.304 D_GP: 0.025 D_real: 1.174 D_fake: 0.714 (epoch: 155, iters: 368, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 1.207 G_ID: 0.210 G_Rec: 0.407 D_GP: 0.257 D_real: 0.465 D_fake: 0.596 (epoch: 155, iters: 768, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.651 G_ID: 0.132 G_Rec: 0.304 D_GP: 0.023 D_real: 1.111 D_fake: 0.778 (epoch: 155, iters: 1168, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 1.075 G_ID: 0.184 G_Rec: 0.464 D_GP: 0.126 D_real: 0.487 D_fake: 0.790 (epoch: 155, iters: 1568, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.642 G_ID: 0.126 G_Rec: 0.300 D_GP: 0.023 D_real: 1.223 D_fake: 0.736 (epoch: 155, iters: 1968, time: 0.064) G_GAN: 0.768 G_GAN_Feat: 0.837 G_ID: 0.191 G_Rec: 0.409 D_GP: 0.026 D_real: 1.509 D_fake: 0.318 (epoch: 155, iters: 2368, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.785 G_ID: 0.132 G_Rec: 0.321 D_GP: 0.035 D_real: 1.241 D_fake: 0.589 (epoch: 155, iters: 2768, time: 0.064) G_GAN: 0.599 G_GAN_Feat: 0.853 G_ID: 0.200 G_Rec: 0.382 D_GP: 0.024 D_real: 1.394 D_fake: 0.429 (epoch: 155, iters: 3168, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.711 G_ID: 0.146 G_Rec: 0.341 D_GP: 0.024 D_real: 1.124 D_fake: 0.713 (epoch: 155, iters: 3568, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.918 G_ID: 0.190 G_Rec: 0.388 D_GP: 0.029 D_real: 1.188 D_fake: 0.546 (epoch: 155, iters: 3968, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.752 G_ID: 0.146 G_Rec: 0.332 D_GP: 0.031 D_real: 1.030 D_fake: 0.810 (epoch: 155, iters: 4368, time: 0.064) G_GAN: 0.880 G_GAN_Feat: 0.833 G_ID: 0.180 G_Rec: 0.362 D_GP: 0.035 D_real: 1.615 D_fake: 0.232 (epoch: 155, iters: 4768, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.677 G_ID: 0.155 G_Rec: 0.344 D_GP: 0.025 D_real: 1.360 D_fake: 0.580 (epoch: 155, iters: 5168, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.920 G_ID: 0.221 G_Rec: 0.451 D_GP: 0.037 D_real: 0.766 D_fake: 0.810 (epoch: 155, iters: 5568, time: 0.064) G_GAN: 0.557 G_GAN_Feat: 0.916 G_ID: 0.137 G_Rec: 0.356 D_GP: 0.440 D_real: 0.656 D_fake: 0.459 (epoch: 155, iters: 5968, time: 0.064) G_GAN: 0.532 G_GAN_Feat: 0.871 G_ID: 0.191 G_Rec: 0.399 D_GP: 0.022 D_real: 1.177 D_fake: 0.471 (epoch: 155, iters: 6368, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 1.064 G_ID: 0.146 G_Rec: 0.314 D_GP: 0.148 D_real: 0.409 D_fake: 0.751 (epoch: 155, iters: 6768, time: 0.064) G_GAN: 0.480 G_GAN_Feat: 0.867 G_ID: 0.229 G_Rec: 0.437 D_GP: 0.021 D_real: 1.212 D_fake: 0.522 (epoch: 155, iters: 7168, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.659 G_ID: 0.141 G_Rec: 0.297 D_GP: 0.025 D_real: 1.222 D_fake: 0.644 (epoch: 155, iters: 7568, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.819 G_ID: 0.172 G_Rec: 0.391 D_GP: 0.025 D_real: 1.096 D_fake: 0.647 (epoch: 155, iters: 7968, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 0.905 G_ID: 0.129 G_Rec: 0.336 D_GP: 0.123 D_real: 0.897 D_fake: 0.701 (epoch: 155, iters: 8368, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 0.873 G_ID: 0.193 G_Rec: 0.395 D_GP: 0.027 D_real: 1.272 D_fake: 0.427 (epoch: 156, iters: 160, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.854 G_ID: 0.183 G_Rec: 0.313 D_GP: 0.038 D_real: 0.600 D_fake: 0.916 (epoch: 156, iters: 560, time: 0.064) G_GAN: 0.533 G_GAN_Feat: 0.794 G_ID: 0.214 G_Rec: 0.398 D_GP: 0.023 D_real: 1.241 D_fake: 0.530 (epoch: 156, iters: 960, time: 0.064) G_GAN: -0.086 G_GAN_Feat: 0.748 G_ID: 0.151 G_Rec: 0.336 D_GP: 0.051 D_real: 0.646 D_fake: 1.086 (epoch: 156, iters: 1360, time: 0.064) G_GAN: 0.666 G_GAN_Feat: 0.907 G_ID: 0.197 G_Rec: 0.382 D_GP: 0.043 D_real: 1.275 D_fake: 0.351 (epoch: 156, iters: 1760, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.803 G_ID: 0.140 G_Rec: 0.322 D_GP: 0.043 D_real: 0.886 D_fake: 0.783 (epoch: 156, iters: 2160, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 1.125 G_ID: 0.216 G_Rec: 0.450 D_GP: 0.100 D_real: 0.434 D_fake: 0.681 (epoch: 156, iters: 2560, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.792 G_ID: 0.130 G_Rec: 0.314 D_GP: 0.041 D_real: 1.025 D_fake: 0.520 (epoch: 156, iters: 2960, time: 0.064) G_GAN: 0.638 G_GAN_Feat: 0.742 G_ID: 0.230 G_Rec: 0.417 D_GP: 0.020 D_real: 1.377 D_fake: 0.388 (epoch: 156, iters: 3360, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.577 G_ID: 0.166 G_Rec: 0.287 D_GP: 0.020 D_real: 1.224 D_fake: 0.732 (epoch: 156, iters: 3760, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.792 G_ID: 0.189 G_Rec: 0.415 D_GP: 0.027 D_real: 1.045 D_fake: 0.681 (epoch: 156, iters: 4160, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.594 G_ID: 0.166 G_Rec: 0.294 D_GP: 0.022 D_real: 1.065 D_fake: 0.879 (epoch: 156, iters: 4560, time: 0.064) G_GAN: 0.434 G_GAN_Feat: 0.851 G_ID: 0.170 G_Rec: 0.405 D_GP: 0.052 D_real: 1.070 D_fake: 0.569 (epoch: 156, iters: 4960, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.739 G_ID: 0.160 G_Rec: 0.369 D_GP: 0.030 D_real: 1.059 D_fake: 0.860 (epoch: 156, iters: 5360, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 0.957 G_ID: 0.212 G_Rec: 0.437 D_GP: 0.047 D_real: 0.972 D_fake: 0.528 (epoch: 156, iters: 5760, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.675 G_ID: 0.142 G_Rec: 0.321 D_GP: 0.020 D_real: 1.079 D_fake: 0.819 (epoch: 156, iters: 6160, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 0.901 G_ID: 0.193 G_Rec: 0.389 D_GP: 0.045 D_real: 1.098 D_fake: 0.527 (epoch: 156, iters: 6560, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.808 G_ID: 0.142 G_Rec: 0.306 D_GP: 0.039 D_real: 0.983 D_fake: 0.720 (epoch: 156, iters: 6960, time: 0.064) G_GAN: 0.530 G_GAN_Feat: 0.784 G_ID: 0.174 G_Rec: 0.396 D_GP: 0.024 D_real: 1.288 D_fake: 0.470 (epoch: 156, iters: 7360, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.914 G_ID: 0.183 G_Rec: 0.360 D_GP: 0.052 D_real: 0.926 D_fake: 0.686 (epoch: 156, iters: 7760, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.914 G_ID: 0.189 G_Rec: 0.410 D_GP: 0.030 D_real: 1.085 D_fake: 0.587 (epoch: 156, iters: 8160, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.820 G_ID: 0.148 G_Rec: 0.315 D_GP: 0.050 D_real: 1.025 D_fake: 0.578 (epoch: 156, iters: 8560, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.920 G_ID: 0.177 G_Rec: 0.385 D_GP: 0.040 D_real: 1.086 D_fake: 0.519 (epoch: 157, iters: 352, time: 0.064) G_GAN: 0.675 G_GAN_Feat: 0.856 G_ID: 0.147 G_Rec: 0.370 D_GP: 0.081 D_real: 1.232 D_fake: 0.350 (epoch: 157, iters: 752, time: 0.064) G_GAN: 0.430 G_GAN_Feat: 0.881 G_ID: 0.220 G_Rec: 0.393 D_GP: 0.046 D_real: 1.095 D_fake: 0.576 (epoch: 157, iters: 1152, time: 0.064) G_GAN: 0.488 G_GAN_Feat: 0.805 G_ID: 0.152 G_Rec: 0.317 D_GP: 0.034 D_real: 1.347 D_fake: 0.532 (epoch: 157, iters: 1552, time: 0.064) G_GAN: 0.632 G_GAN_Feat: 1.200 G_ID: 0.186 G_Rec: 0.454 D_GP: 0.078 D_real: 0.388 D_fake: 0.423 (epoch: 157, iters: 1952, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.819 G_ID: 0.141 G_Rec: 0.324 D_GP: 0.036 D_real: 1.124 D_fake: 0.645 (epoch: 157, iters: 2352, time: 0.064) G_GAN: 0.528 G_GAN_Feat: 0.824 G_ID: 0.189 G_Rec: 0.395 D_GP: 0.035 D_real: 1.254 D_fake: 0.492 (epoch: 157, iters: 2752, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.677 G_ID: 0.142 G_Rec: 0.305 D_GP: 0.031 D_real: 1.021 D_fake: 0.926 (epoch: 157, iters: 3152, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 1.067 G_ID: 0.204 G_Rec: 0.426 D_GP: 0.048 D_real: 1.129 D_fake: 0.522 (epoch: 157, iters: 3552, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.782 G_ID: 0.148 G_Rec: 0.325 D_GP: 0.036 D_real: 1.035 D_fake: 0.617 (epoch: 157, iters: 3952, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.992 G_ID: 0.239 G_Rec: 0.408 D_GP: 0.091 D_real: 0.460 D_fake: 0.857 (epoch: 157, iters: 4352, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.799 G_ID: 0.137 G_Rec: 0.331 D_GP: 0.030 D_real: 1.316 D_fake: 0.503 (epoch: 157, iters: 4752, time: 0.064) G_GAN: 0.676 G_GAN_Feat: 1.242 G_ID: 0.234 G_Rec: 0.414 D_GP: 0.103 D_real: 0.703 D_fake: 0.338 (epoch: 157, iters: 5152, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.835 G_ID: 0.135 G_Rec: 0.318 D_GP: 0.046 D_real: 1.068 D_fake: 0.620 (epoch: 157, iters: 5552, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 1.192 G_ID: 0.199 G_Rec: 0.483 D_GP: 0.165 D_real: 0.447 D_fake: 0.585 (epoch: 157, iters: 5952, time: 0.064) G_GAN: -0.126 G_GAN_Feat: 0.763 G_ID: 0.132 G_Rec: 0.333 D_GP: 0.026 D_real: 0.718 D_fake: 1.126 (epoch: 157, iters: 6352, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.856 G_ID: 0.200 G_Rec: 0.397 D_GP: 0.027 D_real: 0.960 D_fake: 0.874 (epoch: 157, iters: 6752, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.664 G_ID: 0.167 G_Rec: 0.324 D_GP: 0.023 D_real: 0.932 D_fake: 0.964 (epoch: 157, iters: 7152, time: 0.064) G_GAN: 0.467 G_GAN_Feat: 0.982 G_ID: 0.211 G_Rec: 0.438 D_GP: 0.045 D_real: 0.880 D_fake: 0.552 (epoch: 157, iters: 7552, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.724 G_ID: 0.126 G_Rec: 0.314 D_GP: 0.022 D_real: 1.172 D_fake: 0.694 (epoch: 157, iters: 7952, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 0.927 G_ID: 0.224 G_Rec: 0.401 D_GP: 0.028 D_real: 1.109 D_fake: 0.522 (epoch: 157, iters: 8352, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.777 G_ID: 0.143 G_Rec: 0.317 D_GP: 0.052 D_real: 1.149 D_fake: 0.618 (epoch: 158, iters: 144, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.938 G_ID: 0.215 G_Rec: 0.461 D_GP: 0.043 D_real: 0.928 D_fake: 0.677 (epoch: 158, iters: 544, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.730 G_ID: 0.157 G_Rec: 0.337 D_GP: 0.070 D_real: 1.008 D_fake: 0.758 (epoch: 158, iters: 944, time: 0.064) G_GAN: 0.568 G_GAN_Feat: 1.000 G_ID: 0.206 G_Rec: 0.409 D_GP: 0.114 D_real: 0.860 D_fake: 0.436 (epoch: 158, iters: 1344, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 0.890 G_ID: 0.128 G_Rec: 0.351 D_GP: 0.112 D_real: 0.770 D_fake: 0.571 (epoch: 158, iters: 1744, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.941 G_ID: 0.207 G_Rec: 0.411 D_GP: 0.033 D_real: 0.929 D_fake: 0.773 (epoch: 158, iters: 2144, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.781 G_ID: 0.150 G_Rec: 0.315 D_GP: 0.028 D_real: 0.927 D_fake: 0.807 (epoch: 158, iters: 2544, time: 0.064) G_GAN: 0.706 G_GAN_Feat: 1.024 G_ID: 0.218 G_Rec: 0.411 D_GP: 0.080 D_real: 0.984 D_fake: 0.371 (epoch: 158, iters: 2944, time: 0.064) G_GAN: 0.013 G_GAN_Feat: 0.664 G_ID: 0.140 G_Rec: 0.323 D_GP: 0.022 D_real: 1.002 D_fake: 0.987 (epoch: 158, iters: 3344, time: 0.064) G_GAN: 0.579 G_GAN_Feat: 0.784 G_ID: 0.189 G_Rec: 0.380 D_GP: 0.025 D_real: 1.289 D_fake: 0.433 (epoch: 158, iters: 3744, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.882 G_ID: 0.137 G_Rec: 0.389 D_GP: 0.113 D_real: 0.410 D_fake: 0.910 (epoch: 158, iters: 4144, time: 0.064) G_GAN: 0.638 G_GAN_Feat: 1.228 G_ID: 0.237 G_Rec: 0.451 D_GP: 0.064 D_real: 1.043 D_fake: 0.674 (epoch: 158, iters: 4544, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.921 G_ID: 0.146 G_Rec: 0.350 D_GP: 0.119 D_real: 0.717 D_fake: 0.533 (epoch: 158, iters: 4944, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.852 G_ID: 0.208 G_Rec: 0.411 D_GP: 0.025 D_real: 1.027 D_fake: 0.737 (epoch: 158, iters: 5344, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.737 G_ID: 0.169 G_Rec: 0.359 D_GP: 0.030 D_real: 0.865 D_fake: 0.912 (epoch: 158, iters: 5744, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.795 G_ID: 0.198 G_Rec: 0.374 D_GP: 0.023 D_real: 1.066 D_fake: 0.719 (epoch: 158, iters: 6144, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.678 G_ID: 0.124 G_Rec: 0.321 D_GP: 0.037 D_real: 1.049 D_fake: 0.858 (epoch: 158, iters: 6544, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.873 G_ID: 0.190 G_Rec: 0.390 D_GP: 0.029 D_real: 1.010 D_fake: 0.664 (epoch: 158, iters: 6944, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.749 G_ID: 0.125 G_Rec: 0.335 D_GP: 0.030 D_real: 1.207 D_fake: 0.638 (epoch: 158, iters: 7344, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 0.970 G_ID: 0.196 G_Rec: 0.376 D_GP: 0.059 D_real: 0.797 D_fake: 0.565 (epoch: 158, iters: 7744, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.842 G_ID: 0.180 G_Rec: 0.326 D_GP: 0.039 D_real: 0.875 D_fake: 1.013 (epoch: 158, iters: 8144, time: 0.064) G_GAN: 0.909 G_GAN_Feat: 1.059 G_ID: 0.198 G_Rec: 0.438 D_GP: 0.033 D_real: 1.252 D_fake: 0.171 (epoch: 158, iters: 8544, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.716 G_ID: 0.152 G_Rec: 0.329 D_GP: 0.023 D_real: 1.149 D_fake: 0.661 (epoch: 159, iters: 336, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.898 G_ID: 0.168 G_Rec: 0.435 D_GP: 0.031 D_real: 1.041 D_fake: 0.593 (epoch: 159, iters: 736, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.678 G_ID: 0.137 G_Rec: 0.320 D_GP: 0.026 D_real: 1.175 D_fake: 0.637 (epoch: 159, iters: 1136, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.773 G_ID: 0.209 G_Rec: 0.390 D_GP: 0.025 D_real: 1.171 D_fake: 0.576 (epoch: 159, iters: 1536, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 0.628 G_ID: 0.140 G_Rec: 0.287 D_GP: 0.025 D_real: 1.123 D_fake: 0.803 (epoch: 159, iters: 1936, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.819 G_ID: 0.207 G_Rec: 0.422 D_GP: 0.020 D_real: 1.111 D_fake: 0.624 (epoch: 159, iters: 2336, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.679 G_ID: 0.148 G_Rec: 0.296 D_GP: 0.032 D_real: 0.957 D_fake: 0.822 (epoch: 159, iters: 2736, time: 0.064) G_GAN: 0.601 G_GAN_Feat: 1.109 G_ID: 0.226 G_Rec: 0.442 D_GP: 0.041 D_real: 1.181 D_fake: 0.448 (epoch: 159, iters: 3136, time: 0.064) G_GAN: 0.534 G_GAN_Feat: 0.748 G_ID: 0.128 G_Rec: 0.305 D_GP: 0.032 D_real: 1.271 D_fake: 0.469 (epoch: 159, iters: 3536, time: 0.064) G_GAN: 0.579 G_GAN_Feat: 1.004 G_ID: 0.214 G_Rec: 0.409 D_GP: 0.037 D_real: 1.034 D_fake: 0.434 (epoch: 159, iters: 3936, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.904 G_ID: 0.154 G_Rec: 0.369 D_GP: 0.065 D_real: 0.794 D_fake: 0.656 (epoch: 159, iters: 4336, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.752 G_ID: 0.227 G_Rec: 0.370 D_GP: 0.024 D_real: 1.097 D_fake: 0.720 (epoch: 159, iters: 4736, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.643 G_ID: 0.152 G_Rec: 0.322 D_GP: 0.027 D_real: 1.091 D_fake: 0.814 (epoch: 159, iters: 5136, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.796 G_ID: 0.202 G_Rec: 0.399 D_GP: 0.024 D_real: 1.010 D_fake: 0.781 (epoch: 159, iters: 5536, time: 0.064) G_GAN: 0.037 G_GAN_Feat: 0.680 G_ID: 0.139 G_Rec: 0.308 D_GP: 0.032 D_real: 0.965 D_fake: 0.963 (epoch: 159, iters: 5936, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.750 G_ID: 0.188 G_Rec: 0.355 D_GP: 0.028 D_real: 1.144 D_fake: 0.689 (epoch: 159, iters: 6336, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.758 G_ID: 0.136 G_Rec: 0.332 D_GP: 0.053 D_real: 0.860 D_fake: 0.941 (epoch: 159, iters: 6736, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.906 G_ID: 0.202 G_Rec: 0.375 D_GP: 0.056 D_real: 0.990 D_fake: 0.820 (epoch: 159, iters: 7136, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.663 G_ID: 0.123 G_Rec: 0.298 D_GP: 0.028 D_real: 1.061 D_fake: 0.874 (epoch: 159, iters: 7536, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.910 G_ID: 0.208 G_Rec: 0.404 D_GP: 0.029 D_real: 1.137 D_fake: 0.609 (epoch: 159, iters: 7936, time: 0.064) G_GAN: 0.207 G_GAN_Feat: 0.676 G_ID: 0.133 G_Rec: 0.314 D_GP: 0.027 D_real: 1.100 D_fake: 0.793 (epoch: 159, iters: 8336, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.852 G_ID: 0.211 G_Rec: 0.401 D_GP: 0.029 D_real: 1.118 D_fake: 0.580 (epoch: 160, iters: 128, time: 0.064) G_GAN: 0.049 G_GAN_Feat: 0.768 G_ID: 0.123 G_Rec: 0.340 D_GP: 0.059 D_real: 0.899 D_fake: 0.951 (epoch: 160, iters: 528, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.964 G_ID: 0.203 G_Rec: 0.455 D_GP: 0.046 D_real: 0.871 D_fake: 0.652 (epoch: 160, iters: 928, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 1.082 G_ID: 0.139 G_Rec: 0.353 D_GP: 0.036 D_real: 0.824 D_fake: 0.798 (epoch: 160, iters: 1328, time: 0.064) G_GAN: 0.600 G_GAN_Feat: 0.987 G_ID: 0.182 G_Rec: 0.382 D_GP: 0.031 D_real: 1.209 D_fake: 0.410 (epoch: 160, iters: 1728, time: 0.064) G_GAN: 0.044 G_GAN_Feat: 0.917 G_ID: 0.153 G_Rec: 0.346 D_GP: 0.225 D_real: 0.468 D_fake: 0.956 (epoch: 160, iters: 2128, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.874 G_ID: 0.194 G_Rec: 0.393 D_GP: 0.029 D_real: 0.924 D_fake: 0.724 (epoch: 160, iters: 2528, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.737 G_ID: 0.116 G_Rec: 0.417 D_GP: 0.028 D_real: 0.971 D_fake: 0.749 (epoch: 160, iters: 2928, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.890 G_ID: 0.191 G_Rec: 0.413 D_GP: 0.030 D_real: 1.123 D_fake: 0.591 (epoch: 160, iters: 3328, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.703 G_ID: 0.162 G_Rec: 0.326 D_GP: 0.021 D_real: 1.214 D_fake: 0.719 (epoch: 160, iters: 3728, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 0.842 G_ID: 0.193 G_Rec: 0.398 D_GP: 0.028 D_real: 1.179 D_fake: 0.560 (epoch: 160, iters: 4128, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.739 G_ID: 0.138 G_Rec: 0.356 D_GP: 0.035 D_real: 1.221 D_fake: 0.611 (epoch: 160, iters: 4528, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 1.166 G_ID: 0.198 G_Rec: 0.421 D_GP: 0.244 D_real: 0.302 D_fake: 0.709 (epoch: 160, iters: 4928, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.845 G_ID: 0.143 G_Rec: 0.327 D_GP: 0.093 D_real: 0.785 D_fake: 0.706 (epoch: 160, iters: 5328, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.835 G_ID: 0.201 G_Rec: 0.399 D_GP: 0.021 D_real: 1.108 D_fake: 0.713 (epoch: 160, iters: 5728, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.645 G_ID: 0.142 G_Rec: 0.319 D_GP: 0.033 D_real: 1.092 D_fake: 0.749 (epoch: 160, iters: 6128, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.858 G_ID: 0.205 G_Rec: 0.395 D_GP: 0.029 D_real: 0.995 D_fake: 0.782 (epoch: 160, iters: 6528, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.768 G_ID: 0.136 G_Rec: 0.305 D_GP: 0.109 D_real: 0.837 D_fake: 0.873 (epoch: 160, iters: 6928, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.996 G_ID: 0.198 G_Rec: 0.422 D_GP: 0.035 D_real: 1.105 D_fake: 0.492 (epoch: 160, iters: 7328, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.849 G_ID: 0.137 G_Rec: 0.404 D_GP: 0.052 D_real: 0.714 D_fake: 0.908 (epoch: 160, iters: 7728, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.981 G_ID: 0.179 G_Rec: 0.424 D_GP: 0.067 D_real: 0.784 D_fake: 0.616 (epoch: 160, iters: 8128, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 0.850 G_ID: 0.134 G_Rec: 0.320 D_GP: 0.116 D_real: 0.848 D_fake: 0.679 (epoch: 160, iters: 8528, time: 0.064) G_GAN: 0.583 G_GAN_Feat: 0.883 G_ID: 0.163 G_Rec: 0.410 D_GP: 0.025 D_real: 1.338 D_fake: 0.422 (epoch: 161, iters: 320, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.741 G_ID: 0.147 G_Rec: 0.307 D_GP: 0.041 D_real: 0.940 D_fake: 0.787 (epoch: 161, iters: 720, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.872 G_ID: 0.190 G_Rec: 0.376 D_GP: 0.039 D_real: 1.028 D_fake: 0.786 (epoch: 161, iters: 1120, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.882 G_ID: 0.173 G_Rec: 0.340 D_GP: 0.029 D_real: 1.091 D_fake: 0.774 (epoch: 161, iters: 1520, time: 0.064) G_GAN: 0.779 G_GAN_Feat: 1.058 G_ID: 0.190 G_Rec: 0.444 D_GP: 0.032 D_real: 1.155 D_fake: 0.251 (epoch: 161, iters: 1920, time: 0.064) G_GAN: -0.040 G_GAN_Feat: 0.896 G_ID: 0.152 G_Rec: 0.338 D_GP: 0.048 D_real: 0.418 D_fake: 1.040 (epoch: 161, iters: 2320, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.798 G_ID: 0.208 G_Rec: 0.406 D_GP: 0.023 D_real: 1.194 D_fake: 0.585 (epoch: 161, iters: 2720, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.644 G_ID: 0.145 G_Rec: 0.321 D_GP: 0.026 D_real: 1.062 D_fake: 0.881 (epoch: 161, iters: 3120, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 0.812 G_ID: 0.168 G_Rec: 0.393 D_GP: 0.031 D_real: 1.304 D_fake: 0.491 (epoch: 161, iters: 3520, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.728 G_ID: 0.141 G_Rec: 0.329 D_GP: 0.046 D_real: 1.002 D_fake: 0.862 (epoch: 161, iters: 3920, time: 0.064) G_GAN: 0.175 G_GAN_Feat: 0.855 G_ID: 0.211 G_Rec: 0.411 D_GP: 0.027 D_real: 0.893 D_fake: 0.825 (epoch: 161, iters: 4320, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.704 G_ID: 0.149 G_Rec: 0.302 D_GP: 0.025 D_real: 1.133 D_fake: 0.778 (epoch: 161, iters: 4720, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.937 G_ID: 0.185 G_Rec: 0.454 D_GP: 0.055 D_real: 0.986 D_fake: 0.581 (epoch: 161, iters: 5120, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.791 G_ID: 0.162 G_Rec: 0.361 D_GP: 0.081 D_real: 0.930 D_fake: 0.736 (epoch: 161, iters: 5520, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.904 G_ID: 0.211 G_Rec: 0.393 D_GP: 0.036 D_real: 0.819 D_fake: 0.857 (epoch: 161, iters: 5920, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.754 G_ID: 0.159 G_Rec: 0.370 D_GP: 0.039 D_real: 0.911 D_fake: 0.785 (epoch: 161, iters: 6320, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.866 G_ID: 0.193 G_Rec: 0.408 D_GP: 0.052 D_real: 0.962 D_fake: 0.665 (epoch: 161, iters: 6720, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.742 G_ID: 0.142 G_Rec: 0.345 D_GP: 0.025 D_real: 1.092 D_fake: 0.815 (epoch: 161, iters: 7120, time: 0.064) G_GAN: 0.536 G_GAN_Feat: 0.951 G_ID: 0.247 G_Rec: 0.393 D_GP: 0.050 D_real: 0.966 D_fake: 0.478 (epoch: 161, iters: 7520, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.881 G_ID: 0.155 G_Rec: 0.342 D_GP: 0.033 D_real: 0.731 D_fake: 0.916 (epoch: 161, iters: 7920, time: 0.064) G_GAN: 0.656 G_GAN_Feat: 0.993 G_ID: 0.218 G_Rec: 0.435 D_GP: 0.039 D_real: 1.069 D_fake: 0.368 (epoch: 161, iters: 8320, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.650 G_ID: 0.133 G_Rec: 0.290 D_GP: 0.020 D_real: 1.297 D_fake: 0.671 (epoch: 162, iters: 112, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.976 G_ID: 0.225 G_Rec: 0.428 D_GP: 0.071 D_real: 0.720 D_fake: 0.655 (epoch: 162, iters: 512, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.670 G_ID: 0.172 G_Rec: 0.299 D_GP: 0.021 D_real: 1.191 D_fake: 0.751 (epoch: 162, iters: 912, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.839 G_ID: 0.240 G_Rec: 0.379 D_GP: 0.046 D_real: 1.001 D_fake: 0.640 (epoch: 162, iters: 1312, time: 0.064) G_GAN: 0.697 G_GAN_Feat: 0.774 G_ID: 0.138 G_Rec: 0.342 D_GP: 0.025 D_real: 1.562 D_fake: 0.422 (epoch: 162, iters: 1712, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 1.069 G_ID: 0.231 G_Rec: 0.405 D_GP: 0.065 D_real: 0.415 D_fake: 0.788 (epoch: 162, iters: 2112, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 0.782 G_ID: 0.165 G_Rec: 0.333 D_GP: 0.057 D_real: 1.025 D_fake: 0.645 (epoch: 162, iters: 2512, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.945 G_ID: 0.187 G_Rec: 0.427 D_GP: 0.049 D_real: 1.061 D_fake: 0.512 (epoch: 162, iters: 2912, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.716 G_ID: 0.154 G_Rec: 0.351 D_GP: 0.021 D_real: 0.989 D_fake: 0.917 (epoch: 162, iters: 3312, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 1.468 G_ID: 0.177 G_Rec: 0.454 D_GP: 0.124 D_real: 0.483 D_fake: 0.659 (epoch: 162, iters: 3712, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.804 G_ID: 0.156 G_Rec: 0.323 D_GP: 0.085 D_real: 1.005 D_fake: 0.598 (epoch: 162, iters: 4112, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.868 G_ID: 0.209 G_Rec: 0.429 D_GP: 0.035 D_real: 1.015 D_fake: 0.653 (epoch: 162, iters: 4512, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.732 G_ID: 0.145 G_Rec: 0.296 D_GP: 0.067 D_real: 0.864 D_fake: 0.828 (epoch: 162, iters: 4912, time: 0.064) G_GAN: 0.599 G_GAN_Feat: 0.895 G_ID: 0.212 G_Rec: 0.444 D_GP: 0.032 D_real: 1.281 D_fake: 0.409 (epoch: 162, iters: 5312, time: 0.064) G_GAN: 0.064 G_GAN_Feat: 0.639 G_ID: 0.159 G_Rec: 0.312 D_GP: 0.023 D_real: 1.002 D_fake: 0.936 (epoch: 162, iters: 5712, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.855 G_ID: 0.167 G_Rec: 0.362 D_GP: 0.046 D_real: 0.956 D_fake: 0.674 (epoch: 162, iters: 6112, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.681 G_ID: 0.139 G_Rec: 0.317 D_GP: 0.033 D_real: 1.058 D_fake: 0.834 (epoch: 162, iters: 6512, time: 0.064) G_GAN: 0.443 G_GAN_Feat: 0.998 G_ID: 0.225 G_Rec: 0.422 D_GP: 0.135 D_real: 0.664 D_fake: 0.562 (epoch: 162, iters: 6912, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.842 G_ID: 0.166 G_Rec: 0.340 D_GP: 0.057 D_real: 0.740 D_fake: 0.800 (epoch: 162, iters: 7312, time: 0.064) G_GAN: 0.628 G_GAN_Feat: 0.977 G_ID: 0.198 G_Rec: 0.392 D_GP: 0.037 D_real: 1.004 D_fake: 0.377 (epoch: 162, iters: 7712, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.609 G_ID: 0.138 G_Rec: 0.294 D_GP: 0.021 D_real: 1.123 D_fake: 0.836 (epoch: 162, iters: 8112, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.829 G_ID: 0.199 G_Rec: 0.381 D_GP: 0.030 D_real: 0.842 D_fake: 0.789 (epoch: 162, iters: 8512, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.802 G_ID: 0.144 G_Rec: 0.340 D_GP: 0.122 D_real: 0.763 D_fake: 0.879 (epoch: 163, iters: 304, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.941 G_ID: 0.199 G_Rec: 0.406 D_GP: 0.044 D_real: 1.051 D_fake: 0.550 (epoch: 163, iters: 704, time: 0.064) G_GAN: 0.068 G_GAN_Feat: 0.823 G_ID: 0.140 G_Rec: 0.360 D_GP: 0.047 D_real: 0.638 D_fake: 0.932 (epoch: 163, iters: 1104, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.988 G_ID: 0.209 G_Rec: 0.444 D_GP: 0.079 D_real: 0.771 D_fake: 0.775 (epoch: 163, iters: 1504, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.732 G_ID: 0.137 G_Rec: 0.319 D_GP: 0.025 D_real: 1.151 D_fake: 0.725 (epoch: 163, iters: 1904, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.916 G_ID: 0.239 G_Rec: 0.438 D_GP: 0.022 D_real: 1.035 D_fake: 0.656 (epoch: 163, iters: 2304, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.989 G_ID: 0.146 G_Rec: 0.342 D_GP: 0.054 D_real: 0.730 D_fake: 0.631 (epoch: 163, iters: 2704, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.877 G_ID: 0.217 G_Rec: 0.433 D_GP: 0.029 D_real: 1.081 D_fake: 0.573 (epoch: 163, iters: 3104, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.906 G_ID: 0.185 G_Rec: 0.353 D_GP: 0.053 D_real: 0.692 D_fake: 0.781 (epoch: 163, iters: 3504, time: 0.064) G_GAN: 0.920 G_GAN_Feat: 0.931 G_ID: 0.190 G_Rec: 0.425 D_GP: 0.029 D_real: 1.655 D_fake: 0.167 (epoch: 163, iters: 3904, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.771 G_ID: 0.143 G_Rec: 0.325 D_GP: 0.035 D_real: 1.061 D_fake: 0.857 (epoch: 163, iters: 4304, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 1.005 G_ID: 0.193 G_Rec: 0.420 D_GP: 0.096 D_real: 0.856 D_fake: 0.495 (epoch: 163, iters: 4704, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 0.895 G_ID: 0.163 G_Rec: 0.323 D_GP: 0.072 D_real: 1.021 D_fake: 0.573 (epoch: 163, iters: 5104, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.840 G_ID: 0.207 G_Rec: 0.374 D_GP: 0.026 D_real: 1.133 D_fake: 0.701 (epoch: 163, iters: 5504, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.765 G_ID: 0.133 G_Rec: 0.322 D_GP: 0.028 D_real: 0.945 D_fake: 0.893 (epoch: 163, iters: 5904, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.924 G_ID: 0.201 G_Rec: 0.408 D_GP: 0.048 D_real: 1.060 D_fake: 0.552 (epoch: 163, iters: 6304, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.694 G_ID: 0.153 G_Rec: 0.322 D_GP: 0.022 D_real: 1.087 D_fake: 0.776 (epoch: 163, iters: 6704, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.931 G_ID: 0.196 G_Rec: 0.482 D_GP: 0.022 D_real: 1.107 D_fake: 0.619 (epoch: 163, iters: 7104, time: 0.064) G_GAN: -0.076 G_GAN_Feat: 0.861 G_ID: 0.148 G_Rec: 0.348 D_GP: 0.085 D_real: 0.470 D_fake: 1.076 (epoch: 163, iters: 7504, time: 0.064) G_GAN: 0.615 G_GAN_Feat: 0.941 G_ID: 0.213 G_Rec: 0.428 D_GP: 0.031 D_real: 1.325 D_fake: 0.425 (epoch: 163, iters: 7904, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.805 G_ID: 0.126 G_Rec: 0.383 D_GP: 0.035 D_real: 0.805 D_fake: 0.893 (epoch: 163, iters: 8304, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.980 G_ID: 0.188 G_Rec: 0.399 D_GP: 0.077 D_real: 1.070 D_fake: 0.607 (epoch: 164, iters: 96, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.908 G_ID: 0.147 G_Rec: 0.361 D_GP: 0.088 D_real: 0.568 D_fake: 0.718 (epoch: 164, iters: 496, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.834 G_ID: 0.206 G_Rec: 0.396 D_GP: 0.021 D_real: 1.184 D_fake: 0.554 (epoch: 164, iters: 896, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.706 G_ID: 0.144 G_Rec: 0.302 D_GP: 0.030 D_real: 1.135 D_fake: 0.732 (epoch: 164, iters: 1296, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.877 G_ID: 0.212 G_Rec: 0.385 D_GP: 0.026 D_real: 1.121 D_fake: 0.658 (epoch: 164, iters: 1696, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.747 G_ID: 0.137 G_Rec: 0.292 D_GP: 0.039 D_real: 1.112 D_fake: 0.642 (epoch: 164, iters: 2096, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.763 G_ID: 0.230 G_Rec: 0.386 D_GP: 0.023 D_real: 0.988 D_fake: 0.834 (epoch: 164, iters: 2496, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.680 G_ID: 0.155 G_Rec: 0.324 D_GP: 0.035 D_real: 0.960 D_fake: 0.884 (epoch: 164, iters: 2896, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.855 G_ID: 0.214 G_Rec: 0.412 D_GP: 0.034 D_real: 0.987 D_fake: 0.702 (epoch: 164, iters: 3296, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.641 G_ID: 0.161 G_Rec: 0.285 D_GP: 0.025 D_real: 1.267 D_fake: 0.629 (epoch: 164, iters: 3696, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 1.061 G_ID: 0.199 G_Rec: 0.520 D_GP: 0.031 D_real: 0.904 D_fake: 0.632 (epoch: 164, iters: 4096, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.746 G_ID: 0.137 G_Rec: 0.311 D_GP: 0.034 D_real: 0.898 D_fake: 0.808 (epoch: 164, iters: 4496, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.953 G_ID: 0.198 G_Rec: 0.392 D_GP: 0.044 D_real: 1.037 D_fake: 0.442 (epoch: 164, iters: 4896, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.812 G_ID: 0.132 G_Rec: 0.337 D_GP: 0.026 D_real: 1.119 D_fake: 0.633 (epoch: 164, iters: 5296, time: 0.064) G_GAN: 0.511 G_GAN_Feat: 0.982 G_ID: 0.193 G_Rec: 0.476 D_GP: 0.028 D_real: 1.001 D_fake: 0.497 (epoch: 164, iters: 5696, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.657 G_ID: 0.124 G_Rec: 0.283 D_GP: 0.025 D_real: 1.066 D_fake: 0.815 (epoch: 164, iters: 6096, time: 0.064) G_GAN: 0.669 G_GAN_Feat: 0.846 G_ID: 0.219 G_Rec: 0.402 D_GP: 0.026 D_real: 1.301 D_fake: 0.348 (epoch: 164, iters: 6496, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.894 G_ID: 0.141 G_Rec: 0.343 D_GP: 0.047 D_real: 0.694 D_fake: 0.830 (epoch: 164, iters: 6896, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.905 G_ID: 0.176 G_Rec: 0.423 D_GP: 0.030 D_real: 0.884 D_fake: 0.731 (epoch: 164, iters: 7296, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.921 G_ID: 0.136 G_Rec: 0.373 D_GP: 0.159 D_real: 0.902 D_fake: 0.624 (epoch: 164, iters: 7696, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 1.067 G_ID: 0.245 G_Rec: 0.389 D_GP: 0.061 D_real: 0.475 D_fake: 0.732 (epoch: 164, iters: 8096, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.614 G_ID: 0.156 G_Rec: 0.301 D_GP: 0.020 D_real: 1.139 D_fake: 0.855 (epoch: 164, iters: 8496, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.825 G_ID: 0.189 G_Rec: 0.401 D_GP: 0.026 D_real: 1.107 D_fake: 0.558 (epoch: 165, iters: 288, time: 0.064) G_GAN: 0.098 G_GAN_Feat: 0.696 G_ID: 0.144 G_Rec: 0.310 D_GP: 0.026 D_real: 0.993 D_fake: 0.902 (epoch: 165, iters: 688, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.831 G_ID: 0.215 G_Rec: 0.382 D_GP: 0.026 D_real: 1.049 D_fake: 0.667 (epoch: 165, iters: 1088, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.721 G_ID: 0.154 G_Rec: 0.315 D_GP: 0.021 D_real: 0.972 D_fake: 0.887 (epoch: 165, iters: 1488, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.935 G_ID: 0.207 G_Rec: 0.443 D_GP: 0.124 D_real: 0.746 D_fake: 0.582 (epoch: 165, iters: 1888, time: 0.064) G_GAN: -0.250 G_GAN_Feat: 0.733 G_ID: 0.161 G_Rec: 0.308 D_GP: 0.023 D_real: 0.736 D_fake: 1.250 (epoch: 165, iters: 2288, time: 0.064) G_GAN: 0.534 G_GAN_Feat: 0.915 G_ID: 0.204 G_Rec: 0.402 D_GP: 0.024 D_real: 1.191 D_fake: 0.470 (epoch: 165, iters: 2688, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.726 G_ID: 0.143 G_Rec: 0.340 D_GP: 0.025 D_real: 1.331 D_fake: 0.655 (epoch: 165, iters: 3088, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.829 G_ID: 0.200 G_Rec: 0.394 D_GP: 0.029 D_real: 1.091 D_fake: 0.603 (epoch: 165, iters: 3488, time: 0.064) G_GAN: 0.149 G_GAN_Feat: 0.865 G_ID: 0.156 G_Rec: 0.336 D_GP: 0.142 D_real: 0.523 D_fake: 0.851 (epoch: 165, iters: 3888, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 1.203 G_ID: 0.202 G_Rec: 0.447 D_GP: 0.640 D_real: 0.301 D_fake: 0.725 (epoch: 165, iters: 4288, time: 0.064) G_GAN: -0.151 G_GAN_Feat: 0.806 G_ID: 0.127 G_Rec: 0.357 D_GP: 0.042 D_real: 0.516 D_fake: 1.151 (epoch: 165, iters: 4688, time: 0.064) G_GAN: 0.855 G_GAN_Feat: 1.045 G_ID: 0.210 G_Rec: 0.426 D_GP: 0.036 D_real: 1.361 D_fake: 0.221 (epoch: 165, iters: 5088, time: 0.064) G_GAN: 0.044 G_GAN_Feat: 0.801 G_ID: 0.124 G_Rec: 0.336 D_GP: 0.050 D_real: 0.744 D_fake: 0.956 (epoch: 165, iters: 5488, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 0.789 G_ID: 0.190 G_Rec: 0.382 D_GP: 0.022 D_real: 1.297 D_fake: 0.528 (epoch: 165, iters: 5888, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.650 G_ID: 0.122 G_Rec: 0.318 D_GP: 0.027 D_real: 1.139 D_fake: 0.773 (epoch: 165, iters: 6288, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.872 G_ID: 0.176 G_Rec: 0.382 D_GP: 0.027 D_real: 1.193 D_fake: 0.564 (epoch: 165, iters: 6688, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.702 G_ID: 0.168 G_Rec: 0.311 D_GP: 0.030 D_real: 1.061 D_fake: 0.694 (epoch: 165, iters: 7088, time: 0.064) G_GAN: 0.587 G_GAN_Feat: 1.025 G_ID: 0.191 G_Rec: 0.428 D_GP: 0.078 D_real: 0.824 D_fake: 0.431 (epoch: 165, iters: 7488, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.937 G_ID: 0.165 G_Rec: 0.343 D_GP: 0.067 D_real: 0.960 D_fake: 0.741 (epoch: 165, iters: 7888, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.908 G_ID: 0.206 G_Rec: 0.425 D_GP: 0.024 D_real: 1.050 D_fake: 0.649 (epoch: 165, iters: 8288, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.756 G_ID: 0.138 G_Rec: 0.318 D_GP: 0.032 D_real: 1.050 D_fake: 0.769 (epoch: 166, iters: 80, time: 0.064) G_GAN: 0.504 G_GAN_Feat: 0.909 G_ID: 0.181 G_Rec: 0.429 D_GP: 0.054 D_real: 1.121 D_fake: 0.498 (epoch: 166, iters: 480, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.740 G_ID: 0.158 G_Rec: 0.300 D_GP: 0.089 D_real: 1.035 D_fake: 0.677 (epoch: 166, iters: 880, time: 0.064) G_GAN: 0.496 G_GAN_Feat: 0.950 G_ID: 0.175 G_Rec: 0.431 D_GP: 0.072 D_real: 0.969 D_fake: 0.508 (epoch: 166, iters: 1280, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.824 G_ID: 0.149 G_Rec: 0.341 D_GP: 0.039 D_real: 1.016 D_fake: 0.700 (epoch: 166, iters: 1680, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.906 G_ID: 0.194 G_Rec: 0.381 D_GP: 0.036 D_real: 0.978 D_fake: 0.636 (epoch: 166, iters: 2080, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.656 G_ID: 0.132 G_Rec: 0.297 D_GP: 0.022 D_real: 1.092 D_fake: 0.808 (epoch: 166, iters: 2480, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 0.794 G_ID: 0.198 G_Rec: 0.384 D_GP: 0.027 D_real: 1.303 D_fake: 0.528 (epoch: 166, iters: 2880, time: 0.064) G_GAN: -0.007 G_GAN_Feat: 0.819 G_ID: 0.131 G_Rec: 0.375 D_GP: 0.109 D_real: 0.701 D_fake: 1.007 (epoch: 166, iters: 3280, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.963 G_ID: 0.186 G_Rec: 0.417 D_GP: 0.037 D_real: 0.992 D_fake: 0.639 (epoch: 166, iters: 3680, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.816 G_ID: 0.149 G_Rec: 0.359 D_GP: 0.094 D_real: 0.782 D_fake: 0.874 (epoch: 166, iters: 4080, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.831 G_ID: 0.186 G_Rec: 0.395 D_GP: 0.025 D_real: 1.160 D_fake: 0.551 (epoch: 166, iters: 4480, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.665 G_ID: 0.124 G_Rec: 0.308 D_GP: 0.022 D_real: 1.064 D_fake: 0.792 (epoch: 166, iters: 4880, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.973 G_ID: 0.227 G_Rec: 0.448 D_GP: 0.066 D_real: 0.888 D_fake: 0.565 (epoch: 166, iters: 5280, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.815 G_ID: 0.142 G_Rec: 0.350 D_GP: 0.032 D_real: 1.007 D_fake: 0.718 (epoch: 166, iters: 5680, time: 0.064) G_GAN: 0.399 G_GAN_Feat: 1.040 G_ID: 0.171 G_Rec: 0.407 D_GP: 0.040 D_real: 0.676 D_fake: 0.607 (epoch: 166, iters: 6080, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.714 G_ID: 0.166 G_Rec: 0.310 D_GP: 0.025 D_real: 1.099 D_fake: 0.816 (epoch: 166, iters: 6480, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.928 G_ID: 0.216 G_Rec: 0.374 D_GP: 0.030 D_real: 1.000 D_fake: 0.585 (epoch: 166, iters: 6880, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.724 G_ID: 0.131 G_Rec: 0.345 D_GP: 0.028 D_real: 1.212 D_fake: 0.705 (epoch: 166, iters: 7280, time: 0.064) G_GAN: 0.765 G_GAN_Feat: 0.814 G_ID: 0.222 G_Rec: 0.382 D_GP: 0.022 D_real: 1.504 D_fake: 0.332 (epoch: 166, iters: 7680, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.812 G_ID: 0.140 G_Rec: 0.323 D_GP: 0.070 D_real: 0.725 D_fake: 0.863 (epoch: 166, iters: 8080, time: 0.064) G_GAN: 0.576 G_GAN_Feat: 1.225 G_ID: 0.184 G_Rec: 0.475 D_GP: 0.438 D_real: 0.440 D_fake: 0.445 (epoch: 166, iters: 8480, time: 0.064) G_GAN: 0.039 G_GAN_Feat: 0.807 G_ID: 0.185 G_Rec: 0.309 D_GP: 0.025 D_real: 0.815 D_fake: 0.961 (epoch: 167, iters: 272, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 1.132 G_ID: 0.198 G_Rec: 0.465 D_GP: 0.302 D_real: 0.469 D_fake: 0.487 (epoch: 167, iters: 672, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.817 G_ID: 0.129 G_Rec: 0.325 D_GP: 0.022 D_real: 1.055 D_fake: 0.718 (epoch: 167, iters: 1072, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.735 G_ID: 0.205 G_Rec: 0.405 D_GP: 0.019 D_real: 1.221 D_fake: 0.685 (epoch: 167, iters: 1472, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.567 G_ID: 0.163 G_Rec: 0.279 D_GP: 0.021 D_real: 1.221 D_fake: 0.719 (epoch: 167, iters: 1872, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.837 G_ID: 0.180 G_Rec: 0.384 D_GP: 0.023 D_real: 1.130 D_fake: 0.616 (epoch: 167, iters: 2272, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.644 G_ID: 0.147 G_Rec: 0.336 D_GP: 0.025 D_real: 1.290 D_fake: 0.685 (epoch: 167, iters: 2672, time: 0.064) G_GAN: 0.573 G_GAN_Feat: 0.753 G_ID: 0.185 G_Rec: 0.375 D_GP: 0.026 D_real: 1.356 D_fake: 0.432 (epoch: 167, iters: 3072, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 0.643 G_ID: 0.154 G_Rec: 0.320 D_GP: 0.025 D_real: 1.031 D_fake: 0.844 (epoch: 167, iters: 3472, time: 0.064) G_GAN: 0.593 G_GAN_Feat: 0.987 G_ID: 0.177 G_Rec: 0.420 D_GP: 0.051 D_real: 1.297 D_fake: 0.421 (epoch: 167, iters: 3872, time: 0.064) G_GAN: 0.037 G_GAN_Feat: 0.737 G_ID: 0.177 G_Rec: 0.320 D_GP: 0.047 D_real: 0.787 D_fake: 0.963 (epoch: 167, iters: 4272, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 0.925 G_ID: 0.203 G_Rec: 0.417 D_GP: 0.044 D_real: 1.175 D_fake: 0.442 (epoch: 167, iters: 4672, time: 0.064) G_GAN: -0.319 G_GAN_Feat: 1.039 G_ID: 0.137 G_Rec: 0.447 D_GP: 0.318 D_real: 0.343 D_fake: 1.319 (epoch: 167, iters: 5072, time: 0.064) G_GAN: 0.035 G_GAN_Feat: 0.992 G_ID: 0.225 G_Rec: 0.448 D_GP: 0.041 D_real: 0.503 D_fake: 0.965 (epoch: 167, iters: 5472, time: 0.064) G_GAN: -0.107 G_GAN_Feat: 0.858 G_ID: 0.132 G_Rec: 0.340 D_GP: 0.133 D_real: 0.507 D_fake: 1.107 (epoch: 167, iters: 5872, time: 0.064) G_GAN: 0.637 G_GAN_Feat: 0.906 G_ID: 0.178 G_Rec: 0.382 D_GP: 0.083 D_real: 1.198 D_fake: 0.383 (epoch: 167, iters: 6272, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.730 G_ID: 0.152 G_Rec: 0.344 D_GP: 0.030 D_real: 0.961 D_fake: 0.827 (epoch: 167, iters: 6672, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 1.008 G_ID: 0.194 G_Rec: 0.457 D_GP: 0.099 D_real: 0.940 D_fake: 0.488 (epoch: 167, iters: 7072, time: 0.064) G_GAN: -0.060 G_GAN_Feat: 0.796 G_ID: 0.135 G_Rec: 0.316 D_GP: 0.089 D_real: 0.590 D_fake: 1.060 (epoch: 167, iters: 7472, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.908 G_ID: 0.206 G_Rec: 0.393 D_GP: 0.098 D_real: 0.854 D_fake: 0.837 (epoch: 167, iters: 7872, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.829 G_ID: 0.151 G_Rec: 0.311 D_GP: 0.034 D_real: 0.749 D_fake: 0.884 (epoch: 167, iters: 8272, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 1.158 G_ID: 0.196 G_Rec: 0.454 D_GP: 0.221 D_real: 0.555 D_fake: 0.522 (epoch: 168, iters: 64, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.698 G_ID: 0.162 G_Rec: 0.300 D_GP: 0.029 D_real: 1.097 D_fake: 0.786 (epoch: 168, iters: 464, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.964 G_ID: 0.215 G_Rec: 0.436 D_GP: 0.030 D_real: 0.848 D_fake: 0.775 (epoch: 168, iters: 864, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.776 G_ID: 0.150 G_Rec: 0.341 D_GP: 0.075 D_real: 0.958 D_fake: 0.795 (epoch: 168, iters: 1264, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.907 G_ID: 0.183 G_Rec: 0.378 D_GP: 0.029 D_real: 0.963 D_fake: 0.723 (epoch: 168, iters: 1664, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.839 G_ID: 0.139 G_Rec: 0.331 D_GP: 0.045 D_real: 1.087 D_fake: 0.687 (epoch: 168, iters: 2064, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.782 G_ID: 0.208 G_Rec: 0.393 D_GP: 0.021 D_real: 1.218 D_fake: 0.562 (epoch: 168, iters: 2464, time: 0.064) G_GAN: 0.008 G_GAN_Feat: 0.629 G_ID: 0.135 G_Rec: 0.369 D_GP: 0.025 D_real: 0.934 D_fake: 0.992 (epoch: 168, iters: 2864, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.877 G_ID: 0.196 G_Rec: 0.420 D_GP: 0.034 D_real: 1.027 D_fake: 0.720 (epoch: 168, iters: 3264, time: 0.064) G_GAN: 0.051 G_GAN_Feat: 0.622 G_ID: 0.150 G_Rec: 0.298 D_GP: 0.022 D_real: 0.958 D_fake: 0.949 (epoch: 168, iters: 3664, time: 0.064) G_GAN: 0.547 G_GAN_Feat: 0.757 G_ID: 0.195 G_Rec: 0.353 D_GP: 0.022 D_real: 1.337 D_fake: 0.454 (epoch: 168, iters: 4064, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.683 G_ID: 0.154 G_Rec: 0.416 D_GP: 0.025 D_real: 1.252 D_fake: 0.659 (epoch: 168, iters: 4464, time: 0.064) G_GAN: 0.612 G_GAN_Feat: 1.021 G_ID: 0.178 G_Rec: 0.409 D_GP: 0.174 D_real: 0.779 D_fake: 0.395 (epoch: 168, iters: 4864, time: 0.064) G_GAN: 0.031 G_GAN_Feat: 0.772 G_ID: 0.137 G_Rec: 0.354 D_GP: 0.023 D_real: 0.858 D_fake: 0.970 (epoch: 168, iters: 5264, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.860 G_ID: 0.193 G_Rec: 0.372 D_GP: 0.032 D_real: 1.087 D_fake: 0.617 (epoch: 168, iters: 5664, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.801 G_ID: 0.177 G_Rec: 0.353 D_GP: 0.046 D_real: 0.852 D_fake: 0.782 (epoch: 168, iters: 6064, time: 0.064) G_GAN: 0.604 G_GAN_Feat: 0.989 G_ID: 0.212 G_Rec: 0.410 D_GP: 0.043 D_real: 0.955 D_fake: 0.403 (epoch: 168, iters: 6464, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.783 G_ID: 0.163 G_Rec: 0.311 D_GP: 0.029 D_real: 1.070 D_fake: 0.724 (epoch: 168, iters: 6864, time: 0.064) G_GAN: 0.662 G_GAN_Feat: 0.967 G_ID: 0.195 G_Rec: 0.379 D_GP: 0.061 D_real: 0.926 D_fake: 0.354 (epoch: 168, iters: 7264, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.738 G_ID: 0.149 G_Rec: 0.306 D_GP: 0.029 D_real: 1.103 D_fake: 0.713 (epoch: 168, iters: 7664, time: 0.064) G_GAN: 0.614 G_GAN_Feat: 0.894 G_ID: 0.186 G_Rec: 0.452 D_GP: 0.024 D_real: 1.313 D_fake: 0.390 (epoch: 168, iters: 8064, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 0.604 G_ID: 0.150 G_Rec: 0.289 D_GP: 0.018 D_real: 1.058 D_fake: 0.871 (epoch: 168, iters: 8464, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.907 G_ID: 0.189 G_Rec: 0.386 D_GP: 0.036 D_real: 0.964 D_fake: 0.758 (epoch: 169, iters: 256, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.711 G_ID: 0.153 G_Rec: 0.283 D_GP: 0.032 D_real: 1.018 D_fake: 0.787 (epoch: 169, iters: 656, time: 0.064) G_GAN: 0.763 G_GAN_Feat: 0.899 G_ID: 0.202 G_Rec: 0.426 D_GP: 0.039 D_real: 1.352 D_fake: 0.281 (epoch: 169, iters: 1056, time: 0.064) G_GAN: 0.065 G_GAN_Feat: 0.823 G_ID: 0.122 G_Rec: 0.308 D_GP: 0.055 D_real: 0.499 D_fake: 0.936 (epoch: 169, iters: 1456, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 1.072 G_ID: 0.198 G_Rec: 0.405 D_GP: 0.041 D_real: 0.606 D_fake: 0.634 (epoch: 169, iters: 1856, time: 0.064) G_GAN: 0.580 G_GAN_Feat: 0.945 G_ID: 0.126 G_Rec: 0.328 D_GP: 0.166 D_real: 0.557 D_fake: 0.550 (epoch: 169, iters: 2256, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.802 G_ID: 0.179 G_Rec: 0.406 D_GP: 0.017 D_real: 1.279 D_fake: 0.495 (epoch: 169, iters: 2656, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.679 G_ID: 0.155 G_Rec: 0.310 D_GP: 0.036 D_real: 1.068 D_fake: 0.875 (epoch: 169, iters: 3056, time: 0.064) G_GAN: 0.642 G_GAN_Feat: 1.058 G_ID: 0.178 G_Rec: 0.417 D_GP: 0.043 D_real: 1.171 D_fake: 0.380 (epoch: 169, iters: 3456, time: 0.064) G_GAN: 0.165 G_GAN_Feat: 0.747 G_ID: 0.151 G_Rec: 0.324 D_GP: 0.029 D_real: 0.996 D_fake: 0.835 (epoch: 169, iters: 3856, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.946 G_ID: 0.189 G_Rec: 0.428 D_GP: 0.026 D_real: 1.172 D_fake: 0.528 (epoch: 169, iters: 4256, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.856 G_ID: 0.142 G_Rec: 0.348 D_GP: 0.096 D_real: 0.585 D_fake: 0.910 (epoch: 169, iters: 4656, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 1.026 G_ID: 0.184 G_Rec: 0.416 D_GP: 0.043 D_real: 1.116 D_fake: 0.537 (epoch: 169, iters: 5056, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.709 G_ID: 0.180 G_Rec: 0.316 D_GP: 0.025 D_real: 1.086 D_fake: 0.764 (epoch: 169, iters: 5456, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.805 G_ID: 0.205 G_Rec: 0.416 D_GP: 0.028 D_real: 1.028 D_fake: 0.732 (epoch: 169, iters: 5856, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.733 G_ID: 0.141 G_Rec: 0.303 D_GP: 0.051 D_real: 1.061 D_fake: 0.661 (epoch: 169, iters: 6256, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.947 G_ID: 0.195 G_Rec: 0.365 D_GP: 0.032 D_real: 0.914 D_fake: 0.614 (epoch: 169, iters: 6656, time: 0.064) G_GAN: 0.547 G_GAN_Feat: 0.871 G_ID: 0.118 G_Rec: 0.320 D_GP: 0.133 D_real: 0.829 D_fake: 0.564 (epoch: 169, iters: 7056, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.841 G_ID: 0.201 G_Rec: 0.407 D_GP: 0.025 D_real: 1.063 D_fake: 0.631 (epoch: 169, iters: 7456, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 0.658 G_ID: 0.136 G_Rec: 0.316 D_GP: 0.025 D_real: 0.981 D_fake: 0.921 (epoch: 169, iters: 7856, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 1.058 G_ID: 0.150 G_Rec: 0.451 D_GP: 0.091 D_real: 0.778 D_fake: 0.572 (epoch: 169, iters: 8256, time: 0.064) G_GAN: -0.009 G_GAN_Feat: 0.785 G_ID: 0.134 G_Rec: 0.332 D_GP: 0.032 D_real: 0.737 D_fake: 1.009 (epoch: 170, iters: 48, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 1.171 G_ID: 0.188 G_Rec: 0.447 D_GP: 0.108 D_real: 0.427 D_fake: 0.461 (epoch: 170, iters: 448, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.774 G_ID: 0.123 G_Rec: 0.307 D_GP: 0.023 D_real: 0.984 D_fake: 0.908 (epoch: 170, iters: 848, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.898 G_ID: 0.213 G_Rec: 0.393 D_GP: 0.045 D_real: 0.631 D_fake: 0.856 (epoch: 170, iters: 1248, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.742 G_ID: 0.112 G_Rec: 0.320 D_GP: 0.018 D_real: 1.112 D_fake: 0.836 (epoch: 170, iters: 1648, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.871 G_ID: 0.205 G_Rec: 0.426 D_GP: 0.025 D_real: 0.927 D_fake: 0.753 (epoch: 170, iters: 2048, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.720 G_ID: 0.119 G_Rec: 0.301 D_GP: 0.048 D_real: 0.896 D_fake: 0.872 (epoch: 170, iters: 2448, time: 0.064) G_GAN: 0.548 G_GAN_Feat: 0.929 G_ID: 0.197 G_Rec: 0.390 D_GP: 0.030 D_real: 1.132 D_fake: 0.464 (epoch: 170, iters: 2848, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.947 G_ID: 0.123 G_Rec: 0.314 D_GP: 0.414 D_real: 0.492 D_fake: 0.692 (epoch: 170, iters: 3248, time: 0.064) G_GAN: 0.651 G_GAN_Feat: 0.863 G_ID: 0.175 G_Rec: 0.388 D_GP: 0.024 D_real: 1.472 D_fake: 0.359 (epoch: 170, iters: 3648, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.644 G_ID: 0.123 G_Rec: 0.321 D_GP: 0.019 D_real: 1.140 D_fake: 0.823 (epoch: 170, iters: 4048, time: 0.064) G_GAN: 0.689 G_GAN_Feat: 0.834 G_ID: 0.187 G_Rec: 0.385 D_GP: 0.023 D_real: 1.458 D_fake: 0.335 (epoch: 170, iters: 4448, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.644 G_ID: 0.140 G_Rec: 0.313 D_GP: 0.023 D_real: 1.118 D_fake: 0.772 (epoch: 170, iters: 4848, time: 0.064) G_GAN: 0.580 G_GAN_Feat: 1.055 G_ID: 0.209 G_Rec: 0.387 D_GP: 0.057 D_real: 1.147 D_fake: 0.518 (epoch: 170, iters: 5248, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.769 G_ID: 0.163 G_Rec: 0.315 D_GP: 0.027 D_real: 1.274 D_fake: 0.554 (epoch: 170, iters: 5648, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.802 G_ID: 0.200 G_Rec: 0.362 D_GP: 0.025 D_real: 1.034 D_fake: 0.741 (epoch: 170, iters: 6048, time: 0.064) G_GAN: 0.149 G_GAN_Feat: 0.830 G_ID: 0.146 G_Rec: 0.353 D_GP: 0.056 D_real: 0.758 D_fake: 0.852 (epoch: 170, iters: 6448, time: 0.064) G_GAN: 0.709 G_GAN_Feat: 0.966 G_ID: 0.182 G_Rec: 0.410 D_GP: 0.027 D_real: 1.410 D_fake: 0.342 (epoch: 170, iters: 6848, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.734 G_ID: 0.126 G_Rec: 0.317 D_GP: 0.024 D_real: 1.320 D_fake: 0.640 (epoch: 170, iters: 7248, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.838 G_ID: 0.198 G_Rec: 0.389 D_GP: 0.029 D_real: 0.844 D_fake: 0.826 (epoch: 170, iters: 7648, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.746 G_ID: 0.179 G_Rec: 0.331 D_GP: 0.033 D_real: 1.066 D_fake: 0.812 (epoch: 170, iters: 8048, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.805 G_ID: 0.190 G_Rec: 0.362 D_GP: 0.023 D_real: 1.183 D_fake: 0.541 (epoch: 170, iters: 8448, time: 0.064) G_GAN: 0.243 G_GAN_Feat: 0.729 G_ID: 0.146 G_Rec: 0.371 D_GP: 0.033 D_real: 1.065 D_fake: 0.759 (epoch: 171, iters: 240, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.947 G_ID: 0.176 G_Rec: 0.428 D_GP: 0.042 D_real: 0.984 D_fake: 0.617 (epoch: 171, iters: 640, time: 0.064) G_GAN: -0.068 G_GAN_Feat: 1.016 G_ID: 0.152 G_Rec: 0.398 D_GP: 0.204 D_real: 0.111 D_fake: 1.070 (epoch: 171, iters: 1040, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.767 G_ID: 0.218 G_Rec: 0.396 D_GP: 0.022 D_real: 1.103 D_fake: 0.687 (epoch: 171, iters: 1440, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.642 G_ID: 0.131 G_Rec: 0.292 D_GP: 0.030 D_real: 1.242 D_fake: 0.653 (epoch: 171, iters: 1840, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.868 G_ID: 0.219 G_Rec: 0.397 D_GP: 0.035 D_real: 1.080 D_fake: 0.618 (epoch: 171, iters: 2240, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.826 G_ID: 0.129 G_Rec: 0.313 D_GP: 0.057 D_real: 0.897 D_fake: 0.697 (epoch: 171, iters: 2640, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 0.773 G_ID: 0.189 G_Rec: 0.432 D_GP: 0.020 D_real: 1.365 D_fake: 0.389 (epoch: 171, iters: 3040, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.679 G_ID: 0.129 G_Rec: 0.305 D_GP: 0.026 D_real: 1.340 D_fake: 0.534 (epoch: 171, iters: 3440, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 1.036 G_ID: 0.213 G_Rec: 0.397 D_GP: 0.143 D_real: 0.361 D_fake: 0.828 (epoch: 171, iters: 3840, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 1.031 G_ID: 0.170 G_Rec: 0.379 D_GP: 0.229 D_real: 0.372 D_fake: 0.917 (epoch: 171, iters: 4240, time: 0.064) G_GAN: 0.746 G_GAN_Feat: 1.012 G_ID: 0.233 G_Rec: 0.421 D_GP: 0.170 D_real: 0.986 D_fake: 0.514 (epoch: 171, iters: 4640, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.909 G_ID: 0.145 G_Rec: 0.359 D_GP: 0.067 D_real: 0.591 D_fake: 0.798 (epoch: 171, iters: 5040, time: 0.064) G_GAN: 0.443 G_GAN_Feat: 0.983 G_ID: 0.196 G_Rec: 0.407 D_GP: 0.032 D_real: 0.891 D_fake: 0.559 (epoch: 171, iters: 5440, time: 0.064) G_GAN: -0.026 G_GAN_Feat: 0.800 G_ID: 0.142 G_Rec: 0.319 D_GP: 0.076 D_real: 0.763 D_fake: 1.026 (epoch: 171, iters: 5840, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.928 G_ID: 0.178 G_Rec: 0.438 D_GP: 0.034 D_real: 0.989 D_fake: 0.588 (epoch: 171, iters: 6240, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.929 G_ID: 0.133 G_Rec: 0.358 D_GP: 0.350 D_real: 0.380 D_fake: 0.714 (epoch: 171, iters: 6640, time: 0.064) G_GAN: 0.684 G_GAN_Feat: 0.952 G_ID: 0.205 G_Rec: 0.426 D_GP: 0.032 D_real: 1.224 D_fake: 0.376 (epoch: 171, iters: 7040, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.666 G_ID: 0.138 G_Rec: 0.341 D_GP: 0.021 D_real: 1.115 D_fake: 0.852 (epoch: 171, iters: 7440, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.798 G_ID: 0.181 G_Rec: 0.387 D_GP: 0.026 D_real: 1.006 D_fake: 0.670 (epoch: 171, iters: 7840, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.737 G_ID: 0.132 G_Rec: 0.337 D_GP: 0.062 D_real: 0.718 D_fake: 0.952 (epoch: 171, iters: 8240, time: 0.064) G_GAN: 0.146 G_GAN_Feat: 0.815 G_ID: 0.217 G_Rec: 0.374 D_GP: 0.034 D_real: 0.884 D_fake: 0.854 (epoch: 172, iters: 32, time: 0.064) G_GAN: 0.070 G_GAN_Feat: 0.712 G_ID: 0.134 G_Rec: 0.323 D_GP: 0.032 D_real: 0.935 D_fake: 0.930 (epoch: 172, iters: 432, time: 0.064) G_GAN: 0.543 G_GAN_Feat: 0.806 G_ID: 0.203 G_Rec: 0.402 D_GP: 0.024 D_real: 1.262 D_fake: 0.468 (epoch: 172, iters: 832, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.708 G_ID: 0.154 G_Rec: 0.320 D_GP: 0.025 D_real: 1.170 D_fake: 0.730 (epoch: 172, iters: 1232, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 0.932 G_ID: 0.179 G_Rec: 0.391 D_GP: 0.026 D_real: 0.826 D_fake: 0.871 (epoch: 172, iters: 1632, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.678 G_ID: 0.163 G_Rec: 0.295 D_GP: 0.028 D_real: 0.936 D_fake: 0.947 (epoch: 172, iters: 2032, time: 0.064) G_GAN: 0.626 G_GAN_Feat: 0.891 G_ID: 0.210 G_Rec: 0.398 D_GP: 0.028 D_real: 1.260 D_fake: 0.387 (epoch: 172, iters: 2432, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.701 G_ID: 0.148 G_Rec: 0.299 D_GP: 0.022 D_real: 1.257 D_fake: 0.628 (epoch: 172, iters: 2832, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.905 G_ID: 0.194 G_Rec: 0.383 D_GP: 0.034 D_real: 1.033 D_fake: 0.556 (epoch: 172, iters: 3232, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.844 G_ID: 0.155 G_Rec: 0.338 D_GP: 0.058 D_real: 0.783 D_fake: 0.827 (epoch: 172, iters: 3632, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.916 G_ID: 0.192 G_Rec: 0.405 D_GP: 0.039 D_real: 0.922 D_fake: 0.628 (epoch: 172, iters: 4032, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.693 G_ID: 0.160 G_Rec: 0.306 D_GP: 0.024 D_real: 1.201 D_fake: 0.715 (epoch: 172, iters: 4432, time: 0.064) G_GAN: 0.509 G_GAN_Feat: 0.889 G_ID: 0.187 G_Rec: 0.382 D_GP: 0.037 D_real: 1.189 D_fake: 0.525 (epoch: 172, iters: 4832, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 0.681 G_ID: 0.152 G_Rec: 0.335 D_GP: 0.024 D_real: 1.104 D_fake: 0.844 (epoch: 172, iters: 5232, time: 0.064) G_GAN: 0.764 G_GAN_Feat: 1.108 G_ID: 0.201 G_Rec: 0.424 D_GP: 0.061 D_real: 0.830 D_fake: 0.298 (epoch: 172, iters: 5632, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.697 G_ID: 0.146 G_Rec: 0.310 D_GP: 0.024 D_real: 0.996 D_fake: 0.873 (epoch: 172, iters: 6032, time: 0.064) G_GAN: 0.504 G_GAN_Feat: 0.849 G_ID: 0.174 G_Rec: 0.389 D_GP: 0.037 D_real: 1.203 D_fake: 0.509 (epoch: 172, iters: 6432, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.896 G_ID: 0.111 G_Rec: 0.341 D_GP: 0.133 D_real: 0.631 D_fake: 0.797 (epoch: 172, iters: 6832, time: 0.064) G_GAN: 0.568 G_GAN_Feat: 0.974 G_ID: 0.195 G_Rec: 0.464 D_GP: 0.034 D_real: 1.096 D_fake: 0.436 (epoch: 172, iters: 7232, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.817 G_ID: 0.136 G_Rec: 0.364 D_GP: 0.019 D_real: 1.249 D_fake: 0.664 (epoch: 172, iters: 7632, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.832 G_ID: 0.170 G_Rec: 0.422 D_GP: 0.023 D_real: 1.176 D_fake: 0.594 (epoch: 172, iters: 8032, time: 0.064) G_GAN: -0.030 G_GAN_Feat: 0.643 G_ID: 0.143 G_Rec: 0.332 D_GP: 0.020 D_real: 0.832 D_fake: 1.030 (epoch: 172, iters: 8432, time: 0.064) G_GAN: 0.120 G_GAN_Feat: 0.814 G_ID: 0.194 G_Rec: 0.416 D_GP: 0.024 D_real: 0.854 D_fake: 0.881 (epoch: 173, iters: 224, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.653 G_ID: 0.126 G_Rec: 0.322 D_GP: 0.029 D_real: 0.911 D_fake: 0.942 (epoch: 173, iters: 624, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.897 G_ID: 0.177 G_Rec: 0.404 D_GP: 0.043 D_real: 0.821 D_fake: 0.715 (epoch: 173, iters: 1024, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.656 G_ID: 0.142 G_Rec: 0.297 D_GP: 0.030 D_real: 1.071 D_fake: 0.847 (epoch: 173, iters: 1424, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 0.893 G_ID: 0.177 G_Rec: 0.385 D_GP: 0.039 D_real: 1.088 D_fake: 0.482 (epoch: 173, iters: 1824, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.768 G_ID: 0.146 G_Rec: 0.297 D_GP: 0.025 D_real: 1.131 D_fake: 0.725 (epoch: 173, iters: 2224, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.837 G_ID: 0.190 G_Rec: 0.372 D_GP: 0.026 D_real: 1.048 D_fake: 0.652 (epoch: 173, iters: 2624, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.722 G_ID: 0.137 G_Rec: 0.334 D_GP: 0.025 D_real: 0.946 D_fake: 0.941 (epoch: 173, iters: 3024, time: 0.064) G_GAN: 0.587 G_GAN_Feat: 0.947 G_ID: 0.219 G_Rec: 0.399 D_GP: 0.031 D_real: 1.160 D_fake: 0.426 (epoch: 173, iters: 3424, time: 0.064) G_GAN: 0.023 G_GAN_Feat: 0.703 G_ID: 0.144 G_Rec: 0.310 D_GP: 0.028 D_real: 0.928 D_fake: 0.977 (epoch: 173, iters: 3824, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.979 G_ID: 0.233 G_Rec: 0.429 D_GP: 0.068 D_real: 0.842 D_fake: 0.606 (epoch: 173, iters: 4224, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.843 G_ID: 0.141 G_Rec: 0.315 D_GP: 0.032 D_real: 0.910 D_fake: 0.721 (epoch: 173, iters: 4624, time: 0.064) G_GAN: 0.751 G_GAN_Feat: 0.874 G_ID: 0.177 G_Rec: 0.384 D_GP: 0.024 D_real: 1.467 D_fake: 0.351 (epoch: 173, iters: 5024, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.585 G_ID: 0.120 G_Rec: 0.306 D_GP: 0.020 D_real: 1.068 D_fake: 0.856 (epoch: 173, iters: 5424, time: 0.064) G_GAN: 0.469 G_GAN_Feat: 0.710 G_ID: 0.187 G_Rec: 0.370 D_GP: 0.020 D_real: 1.285 D_fake: 0.535 (epoch: 173, iters: 5824, time: 0.064) G_GAN: -0.010 G_GAN_Feat: 0.599 G_ID: 0.162 G_Rec: 0.324 D_GP: 0.024 D_real: 0.919 D_fake: 1.010 (epoch: 173, iters: 6224, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.770 G_ID: 0.194 G_Rec: 0.383 D_GP: 0.031 D_real: 1.034 D_fake: 0.703 (epoch: 173, iters: 6624, time: 0.064) G_GAN: -0.007 G_GAN_Feat: 0.685 G_ID: 0.139 G_Rec: 0.334 D_GP: 0.035 D_real: 0.813 D_fake: 1.007 (epoch: 173, iters: 7024, time: 0.064) G_GAN: 0.045 G_GAN_Feat: 0.938 G_ID: 0.189 G_Rec: 0.416 D_GP: 0.184 D_real: 0.517 D_fake: 0.955 (epoch: 173, iters: 7424, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.636 G_ID: 0.130 G_Rec: 0.317 D_GP: 0.066 D_real: 0.979 D_fake: 0.843 (epoch: 173, iters: 7824, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.776 G_ID: 0.200 G_Rec: 0.360 D_GP: 0.041 D_real: 0.861 D_fake: 0.779 (epoch: 173, iters: 8224, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.891 G_ID: 0.131 G_Rec: 0.340 D_GP: 0.083 D_real: 0.933 D_fake: 0.698 (epoch: 174, iters: 16, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.873 G_ID: 0.204 G_Rec: 0.390 D_GP: 0.033 D_real: 0.904 D_fake: 0.754 (epoch: 174, iters: 416, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.766 G_ID: 0.152 G_Rec: 0.320 D_GP: 0.040 D_real: 1.111 D_fake: 0.675 (epoch: 174, iters: 816, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.836 G_ID: 0.177 G_Rec: 0.419 D_GP: 0.023 D_real: 1.195 D_fake: 0.628 (epoch: 174, iters: 1216, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.610 G_ID: 0.158 G_Rec: 0.307 D_GP: 0.025 D_real: 1.149 D_fake: 0.747 (epoch: 174, iters: 1616, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.782 G_ID: 0.197 G_Rec: 0.385 D_GP: 0.031 D_real: 1.158 D_fake: 0.578 (epoch: 174, iters: 2016, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.721 G_ID: 0.116 G_Rec: 0.295 D_GP: 0.044 D_real: 0.926 D_fake: 0.872 (epoch: 174, iters: 2416, time: 0.064) G_GAN: 0.510 G_GAN_Feat: 0.961 G_ID: 0.172 G_Rec: 0.452 D_GP: 0.037 D_real: 1.031 D_fake: 0.494 (epoch: 174, iters: 2816, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.908 G_ID: 0.109 G_Rec: 0.359 D_GP: 0.100 D_real: 0.757 D_fake: 0.623 (epoch: 174, iters: 3216, time: 0.064) G_GAN: 0.644 G_GAN_Feat: 0.895 G_ID: 0.260 G_Rec: 0.424 D_GP: 0.031 D_real: 1.301 D_fake: 0.386 (epoch: 174, iters: 3616, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.786 G_ID: 0.148 G_Rec: 0.304 D_GP: 0.066 D_real: 0.981 D_fake: 0.653 (epoch: 174, iters: 4016, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.875 G_ID: 0.197 G_Rec: 0.387 D_GP: 0.041 D_real: 0.916 D_fake: 0.617 (epoch: 174, iters: 4416, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.765 G_ID: 0.124 G_Rec: 0.325 D_GP: 0.066 D_real: 0.783 D_fake: 0.917 (epoch: 174, iters: 4816, time: 0.064) G_GAN: 0.602 G_GAN_Feat: 0.995 G_ID: 0.190 G_Rec: 0.410 D_GP: 0.076 D_real: 0.934 D_fake: 0.414 (epoch: 174, iters: 5216, time: 0.064) G_GAN: 0.597 G_GAN_Feat: 1.010 G_ID: 0.131 G_Rec: 0.406 D_GP: 0.870 D_real: 0.777 D_fake: 0.427 (epoch: 174, iters: 5616, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.994 G_ID: 0.189 G_Rec: 0.498 D_GP: 0.061 D_real: 0.923 D_fake: 0.582 (epoch: 174, iters: 6016, time: 0.064) G_GAN: 0.054 G_GAN_Feat: 0.733 G_ID: 0.122 G_Rec: 0.320 D_GP: 0.025 D_real: 1.036 D_fake: 0.946 (epoch: 174, iters: 6416, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.882 G_ID: 0.190 G_Rec: 0.428 D_GP: 0.024 D_real: 1.183 D_fake: 0.501 (epoch: 174, iters: 6816, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.911 G_ID: 0.155 G_Rec: 0.349 D_GP: 0.060 D_real: 0.715 D_fake: 0.634 (epoch: 174, iters: 7216, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.786 G_ID: 0.186 G_Rec: 0.410 D_GP: 0.019 D_real: 1.014 D_fake: 0.731 (epoch: 174, iters: 7616, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.691 G_ID: 0.145 G_Rec: 0.320 D_GP: 0.023 D_real: 1.227 D_fake: 0.766 (epoch: 174, iters: 8016, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.833 G_ID: 0.204 G_Rec: 0.383 D_GP: 0.025 D_real: 0.948 D_fake: 0.735 (epoch: 174, iters: 8416, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.709 G_ID: 0.146 G_Rec: 0.302 D_GP: 0.036 D_real: 1.084 D_fake: 0.741 (epoch: 175, iters: 208, time: 0.064) G_GAN: 0.620 G_GAN_Feat: 0.880 G_ID: 0.203 G_Rec: 0.391 D_GP: 0.027 D_real: 1.312 D_fake: 0.403 (epoch: 175, iters: 608, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.790 G_ID: 0.158 G_Rec: 0.339 D_GP: 0.037 D_real: 0.930 D_fake: 0.798 (epoch: 175, iters: 1008, time: 0.064) G_GAN: 0.636 G_GAN_Feat: 1.072 G_ID: 0.181 G_Rec: 0.468 D_GP: 0.069 D_real: 0.840 D_fake: 0.395 (epoch: 175, iters: 1408, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.751 G_ID: 0.143 G_Rec: 0.337 D_GP: 0.022 D_real: 1.155 D_fake: 0.704 (epoch: 175, iters: 1808, time: 0.064) G_GAN: 0.615 G_GAN_Feat: 0.932 G_ID: 0.174 G_Rec: 0.406 D_GP: 0.038 D_real: 1.246 D_fake: 0.416 (epoch: 175, iters: 2208, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.696 G_ID: 0.125 G_Rec: 0.315 D_GP: 0.025 D_real: 1.448 D_fake: 0.515 (epoch: 175, iters: 2608, time: 0.064) G_GAN: 0.592 G_GAN_Feat: 0.977 G_ID: 0.201 G_Rec: 0.422 D_GP: 0.040 D_real: 0.978 D_fake: 0.420 (epoch: 175, iters: 3008, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.686 G_ID: 0.130 G_Rec: 0.347 D_GP: 0.024 D_real: 1.213 D_fake: 0.716 (epoch: 175, iters: 3408, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.886 G_ID: 0.222 G_Rec: 0.367 D_GP: 0.047 D_real: 0.817 D_fake: 0.817 (epoch: 175, iters: 3808, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.680 G_ID: 0.130 G_Rec: 0.299 D_GP: 0.022 D_real: 1.295 D_fake: 0.625 (epoch: 175, iters: 4208, time: 0.064) G_GAN: 0.562 G_GAN_Feat: 0.902 G_ID: 0.185 G_Rec: 0.378 D_GP: 0.035 D_real: 1.212 D_fake: 0.448 (epoch: 175, iters: 4608, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.706 G_ID: 0.137 G_Rec: 0.295 D_GP: 0.022 D_real: 1.097 D_fake: 0.883 (epoch: 175, iters: 5008, time: 0.064) G_GAN: 0.104 G_GAN_Feat: 0.938 G_ID: 0.227 G_Rec: 0.409 D_GP: 0.049 D_real: 0.848 D_fake: 0.897 (epoch: 175, iters: 5408, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.662 G_ID: 0.152 G_Rec: 0.284 D_GP: 0.026 D_real: 1.303 D_fake: 0.654 (epoch: 175, iters: 5808, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.961 G_ID: 0.182 G_Rec: 0.428 D_GP: 0.072 D_real: 0.861 D_fake: 0.545 (epoch: 175, iters: 6208, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.766 G_ID: 0.138 G_Rec: 0.305 D_GP: 0.031 D_real: 1.289 D_fake: 0.502 (epoch: 175, iters: 6608, time: 0.064) G_GAN: 0.598 G_GAN_Feat: 0.806 G_ID: 0.206 G_Rec: 0.350 D_GP: 0.029 D_real: 1.389 D_fake: 0.419 (epoch: 175, iters: 7008, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.707 G_ID: 0.149 G_Rec: 0.296 D_GP: 0.023 D_real: 1.465 D_fake: 0.489 (epoch: 175, iters: 7408, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.780 G_ID: 0.181 G_Rec: 0.392 D_GP: 0.021 D_real: 1.218 D_fake: 0.611 (epoch: 175, iters: 7808, time: 0.064) G_GAN: -0.001 G_GAN_Feat: 0.688 G_ID: 0.142 G_Rec: 0.340 D_GP: 0.029 D_real: 0.905 D_fake: 1.001 (epoch: 175, iters: 8208, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.872 G_ID: 0.201 G_Rec: 0.403 D_GP: 0.043 D_real: 0.968 D_fake: 0.674 (epoch: 175, iters: 8608, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.790 G_ID: 0.147 G_Rec: 0.286 D_GP: 0.026 D_real: 1.098 D_fake: 0.648 (epoch: 176, iters: 400, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.862 G_ID: 0.182 G_Rec: 0.395 D_GP: 0.025 D_real: 1.133 D_fake: 0.657 (epoch: 176, iters: 800, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.680 G_ID: 0.141 G_Rec: 0.277 D_GP: 0.027 D_real: 1.344 D_fake: 0.550 (epoch: 176, iters: 1200, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.723 G_ID: 0.184 G_Rec: 0.376 D_GP: 0.022 D_real: 1.038 D_fake: 0.731 (epoch: 176, iters: 1600, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.712 G_ID: 0.138 G_Rec: 0.334 D_GP: 0.040 D_real: 0.885 D_fake: 0.896 (epoch: 176, iters: 2000, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.944 G_ID: 0.190 G_Rec: 0.419 D_GP: 0.271 D_real: 0.555 D_fake: 0.861 (epoch: 176, iters: 2400, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.803 G_ID: 0.157 G_Rec: 0.312 D_GP: 0.043 D_real: 0.921 D_fake: 0.692 (epoch: 176, iters: 2800, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.657 G_ID: 0.176 G_Rec: 0.366 D_GP: 0.021 D_real: 1.264 D_fake: 0.515 (epoch: 176, iters: 3200, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.531 G_ID: 0.140 G_Rec: 0.307 D_GP: 0.019 D_real: 1.175 D_fake: 0.782 (epoch: 176, iters: 3600, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.749 G_ID: 0.215 G_Rec: 0.403 D_GP: 0.026 D_real: 1.004 D_fake: 0.658 (epoch: 176, iters: 4000, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.626 G_ID: 0.146 G_Rec: 0.347 D_GP: 0.034 D_real: 1.001 D_fake: 0.907 (epoch: 176, iters: 4400, time: 0.064) G_GAN: 0.462 G_GAN_Feat: 0.743 G_ID: 0.185 G_Rec: 0.371 D_GP: 0.029 D_real: 1.218 D_fake: 0.541 (epoch: 176, iters: 4800, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.710 G_ID: 0.139 G_Rec: 0.314 D_GP: 0.071 D_real: 0.897 D_fake: 0.872 (epoch: 176, iters: 5200, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.832 G_ID: 0.197 G_Rec: 0.385 D_GP: 0.039 D_real: 1.066 D_fake: 0.662 (epoch: 176, iters: 5600, time: 0.064) G_GAN: 0.120 G_GAN_Feat: 0.680 G_ID: 0.142 G_Rec: 0.274 D_GP: 0.044 D_real: 0.870 D_fake: 0.880 (epoch: 176, iters: 6000, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.880 G_ID: 0.176 G_Rec: 0.382 D_GP: 0.036 D_real: 1.136 D_fake: 0.521 (epoch: 176, iters: 6400, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.699 G_ID: 0.122 G_Rec: 0.301 D_GP: 0.024 D_real: 1.241 D_fake: 0.665 (epoch: 176, iters: 6800, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.918 G_ID: 0.170 G_Rec: 0.432 D_GP: 0.030 D_real: 1.030 D_fake: 0.560 (epoch: 176, iters: 7200, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.641 G_ID: 0.141 G_Rec: 0.305 D_GP: 0.028 D_real: 1.090 D_fake: 0.828 (epoch: 176, iters: 7600, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 1.102 G_ID: 0.223 G_Rec: 0.416 D_GP: 0.100 D_real: 0.528 D_fake: 0.586 (epoch: 176, iters: 8000, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.617 G_ID: 0.173 G_Rec: 0.311 D_GP: 0.018 D_real: 1.091 D_fake: 0.822 (epoch: 176, iters: 8400, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.788 G_ID: 0.206 G_Rec: 0.380 D_GP: 0.028 D_real: 1.054 D_fake: 0.666 (epoch: 177, iters: 192, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.785 G_ID: 0.130 G_Rec: 0.339 D_GP: 0.061 D_real: 1.077 D_fake: 0.590 (epoch: 177, iters: 592, time: 0.064) G_GAN: 0.523 G_GAN_Feat: 1.016 G_ID: 0.173 G_Rec: 0.429 D_GP: 0.132 D_real: 0.780 D_fake: 0.485 (epoch: 177, iters: 992, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.840 G_ID: 0.162 G_Rec: 0.343 D_GP: 0.043 D_real: 0.880 D_fake: 0.750 (epoch: 177, iters: 1392, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.917 G_ID: 0.230 G_Rec: 0.392 D_GP: 0.042 D_real: 0.972 D_fake: 0.585 (epoch: 177, iters: 1792, time: 0.064) G_GAN: 0.067 G_GAN_Feat: 0.696 G_ID: 0.150 G_Rec: 0.309 D_GP: 0.022 D_real: 1.012 D_fake: 0.935 (epoch: 177, iters: 2192, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.858 G_ID: 0.185 G_Rec: 0.435 D_GP: 0.023 D_real: 0.973 D_fake: 0.732 (epoch: 177, iters: 2592, time: 0.064) G_GAN: 0.243 G_GAN_Feat: 0.740 G_ID: 0.152 G_Rec: 0.323 D_GP: 0.032 D_real: 1.063 D_fake: 0.758 (epoch: 177, iters: 2992, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.796 G_ID: 0.191 G_Rec: 0.374 D_GP: 0.032 D_real: 1.078 D_fake: 0.680 (epoch: 177, iters: 3392, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.665 G_ID: 0.151 G_Rec: 0.287 D_GP: 0.025 D_real: 1.047 D_fake: 0.840 (epoch: 177, iters: 3792, time: 0.064) G_GAN: 0.139 G_GAN_Feat: 1.088 G_ID: 0.222 G_Rec: 0.419 D_GP: 0.379 D_real: 0.483 D_fake: 0.862 (epoch: 177, iters: 4192, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.684 G_ID: 0.175 G_Rec: 0.335 D_GP: 0.024 D_real: 1.175 D_fake: 0.813 (epoch: 177, iters: 4592, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.850 G_ID: 0.195 G_Rec: 0.357 D_GP: 0.028 D_real: 1.010 D_fake: 0.739 (epoch: 177, iters: 4992, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.894 G_ID: 0.161 G_Rec: 0.353 D_GP: 0.044 D_real: 0.742 D_fake: 0.858 (epoch: 177, iters: 5392, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.997 G_ID: 0.232 G_Rec: 0.415 D_GP: 0.058 D_real: 0.695 D_fake: 0.637 (epoch: 177, iters: 5792, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.807 G_ID: 0.138 G_Rec: 0.298 D_GP: 0.030 D_real: 0.872 D_fake: 0.812 (epoch: 177, iters: 6192, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.932 G_ID: 0.194 G_Rec: 0.390 D_GP: 0.030 D_real: 0.807 D_fake: 0.807 (epoch: 177, iters: 6592, time: 0.064) G_GAN: -0.117 G_GAN_Feat: 0.692 G_ID: 0.140 G_Rec: 0.330 D_GP: 0.036 D_real: 0.827 D_fake: 1.117 (epoch: 177, iters: 6992, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.866 G_ID: 0.191 G_Rec: 0.397 D_GP: 0.041 D_real: 0.881 D_fake: 0.825 (epoch: 177, iters: 7392, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.718 G_ID: 0.137 G_Rec: 0.281 D_GP: 0.054 D_real: 1.141 D_fake: 0.735 (epoch: 177, iters: 7792, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 1.102 G_ID: 0.183 G_Rec: 0.418 D_GP: 0.046 D_real: 1.263 D_fake: 0.679 (epoch: 177, iters: 8192, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.747 G_ID: 0.139 G_Rec: 0.394 D_GP: 0.026 D_real: 1.099 D_fake: 0.742 (epoch: 177, iters: 8592, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 1.002 G_ID: 0.188 G_Rec: 0.408 D_GP: 0.039 D_real: 0.746 D_fake: 0.818 (epoch: 178, iters: 384, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.780 G_ID: 0.119 G_Rec: 0.312 D_GP: 0.293 D_real: 0.762 D_fake: 0.817 (epoch: 178, iters: 784, time: 0.064) G_GAN: 0.616 G_GAN_Feat: 0.909 G_ID: 0.187 G_Rec: 0.393 D_GP: 0.046 D_real: 1.136 D_fake: 0.397 (epoch: 178, iters: 1184, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.793 G_ID: 0.147 G_Rec: 0.304 D_GP: 0.033 D_real: 0.997 D_fake: 0.653 (epoch: 178, iters: 1584, time: 0.064) G_GAN: 0.556 G_GAN_Feat: 1.062 G_ID: 0.175 G_Rec: 0.452 D_GP: 0.053 D_real: 0.782 D_fake: 0.448 (epoch: 178, iters: 1984, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.703 G_ID: 0.164 G_Rec: 0.324 D_GP: 0.046 D_real: 0.920 D_fake: 0.898 (epoch: 178, iters: 2384, time: 0.064) G_GAN: 0.657 G_GAN_Feat: 0.838 G_ID: 0.196 G_Rec: 0.395 D_GP: 0.046 D_real: 1.257 D_fake: 0.351 (epoch: 178, iters: 2784, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.836 G_ID: 0.140 G_Rec: 0.338 D_GP: 0.173 D_real: 0.537 D_fake: 0.829 (epoch: 178, iters: 3184, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.847 G_ID: 0.186 G_Rec: 0.416 D_GP: 0.022 D_real: 1.167 D_fake: 0.591 (epoch: 178, iters: 3584, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.733 G_ID: 0.170 G_Rec: 0.327 D_GP: 0.024 D_real: 1.108 D_fake: 0.751 (epoch: 178, iters: 3984, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.990 G_ID: 0.187 G_Rec: 0.431 D_GP: 0.055 D_real: 0.674 D_fake: 0.714 (epoch: 178, iters: 4384, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.976 G_ID: 0.161 G_Rec: 0.360 D_GP: 0.075 D_real: 0.722 D_fake: 0.807 (epoch: 178, iters: 4784, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.906 G_ID: 0.178 G_Rec: 0.389 D_GP: 0.032 D_real: 1.213 D_fake: 0.503 (epoch: 178, iters: 5184, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.812 G_ID: 0.142 G_Rec: 0.338 D_GP: 0.048 D_real: 1.214 D_fake: 0.601 (epoch: 178, iters: 5584, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 1.047 G_ID: 0.229 G_Rec: 0.412 D_GP: 0.132 D_real: 0.430 D_fake: 0.678 (epoch: 178, iters: 5984, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 1.019 G_ID: 0.123 G_Rec: 0.319 D_GP: 0.385 D_real: 0.299 D_fake: 0.708 (epoch: 178, iters: 6384, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.904 G_ID: 0.202 G_Rec: 0.387 D_GP: 0.034 D_real: 1.099 D_fake: 0.562 (epoch: 178, iters: 6784, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.777 G_ID: 0.143 G_Rec: 0.322 D_GP: 0.030 D_real: 1.026 D_fake: 0.724 (epoch: 178, iters: 7184, time: 0.064) G_GAN: 0.047 G_GAN_Feat: 0.896 G_ID: 0.202 G_Rec: 0.366 D_GP: 0.024 D_real: 0.848 D_fake: 0.953 (epoch: 178, iters: 7584, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.859 G_ID: 0.134 G_Rec: 0.324 D_GP: 0.036 D_real: 1.000 D_fake: 0.661 (epoch: 178, iters: 7984, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 1.125 G_ID: 0.192 G_Rec: 0.413 D_GP: 0.061 D_real: 0.676 D_fake: 0.461 (epoch: 178, iters: 8384, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.760 G_ID: 0.199 G_Rec: 0.357 D_GP: 0.031 D_real: 1.028 D_fake: 0.758 (epoch: 179, iters: 176, time: 0.064) G_GAN: 0.545 G_GAN_Feat: 0.941 G_ID: 0.197 G_Rec: 0.414 D_GP: 0.054 D_real: 1.031 D_fake: 0.459 (epoch: 179, iters: 576, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.706 G_ID: 0.129 G_Rec: 0.301 D_GP: 0.040 D_real: 1.228 D_fake: 0.581 (epoch: 179, iters: 976, time: 0.064) G_GAN: 0.666 G_GAN_Feat: 0.821 G_ID: 0.192 G_Rec: 0.383 D_GP: 0.023 D_real: 1.358 D_fake: 0.345 (epoch: 179, iters: 1376, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.775 G_ID: 0.141 G_Rec: 0.358 D_GP: 0.038 D_real: 0.977 D_fake: 0.715 (epoch: 179, iters: 1776, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 1.099 G_ID: 0.238 G_Rec: 0.407 D_GP: 0.179 D_real: 0.642 D_fake: 0.589 (epoch: 179, iters: 2176, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.891 G_ID: 0.132 G_Rec: 0.358 D_GP: 0.084 D_real: 0.737 D_fake: 0.692 (epoch: 179, iters: 2576, time: 0.064) G_GAN: 0.572 G_GAN_Feat: 0.949 G_ID: 0.206 G_Rec: 0.394 D_GP: 0.045 D_real: 1.100 D_fake: 0.438 (epoch: 179, iters: 2976, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.696 G_ID: 0.168 G_Rec: 0.308 D_GP: 0.023 D_real: 1.290 D_fake: 0.624 (epoch: 179, iters: 3376, time: 0.064) G_GAN: 0.509 G_GAN_Feat: 0.890 G_ID: 0.217 G_Rec: 0.393 D_GP: 0.024 D_real: 1.210 D_fake: 0.492 (epoch: 179, iters: 3776, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.639 G_ID: 0.154 G_Rec: 0.284 D_GP: 0.033 D_real: 1.173 D_fake: 0.740 (epoch: 179, iters: 4176, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.878 G_ID: 0.204 G_Rec: 0.395 D_GP: 0.035 D_real: 1.008 D_fake: 0.739 (epoch: 179, iters: 4576, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.833 G_ID: 0.122 G_Rec: 0.298 D_GP: 0.053 D_real: 1.117 D_fake: 0.443 (epoch: 179, iters: 4976, time: 0.064) G_GAN: 0.469 G_GAN_Feat: 0.908 G_ID: 0.173 G_Rec: 0.408 D_GP: 0.035 D_real: 1.105 D_fake: 0.534 (epoch: 179, iters: 5376, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.789 G_ID: 0.138 G_Rec: 0.323 D_GP: 0.037 D_real: 1.164 D_fake: 0.651 (epoch: 179, iters: 5776, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.732 G_ID: 0.193 G_Rec: 0.393 D_GP: 0.018 D_real: 1.068 D_fake: 0.807 (epoch: 179, iters: 6176, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.619 G_ID: 0.140 G_Rec: 0.289 D_GP: 0.019 D_real: 1.191 D_fake: 0.784 (epoch: 179, iters: 6576, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.771 G_ID: 0.193 G_Rec: 0.372 D_GP: 0.021 D_real: 1.173 D_fake: 0.619 (epoch: 179, iters: 6976, time: 0.064) G_GAN: 0.189 G_GAN_Feat: 0.726 G_ID: 0.161 G_Rec: 0.385 D_GP: 0.036 D_real: 1.074 D_fake: 0.811 (epoch: 179, iters: 7376, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.804 G_ID: 0.200 G_Rec: 0.353 D_GP: 0.040 D_real: 1.026 D_fake: 0.767 (epoch: 179, iters: 7776, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.755 G_ID: 0.181 G_Rec: 0.303 D_GP: 0.048 D_real: 0.981 D_fake: 0.707 (epoch: 179, iters: 8176, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.917 G_ID: 0.174 G_Rec: 0.399 D_GP: 0.031 D_real: 1.099 D_fake: 0.588 (epoch: 179, iters: 8576, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.852 G_ID: 0.134 G_Rec: 0.337 D_GP: 0.080 D_real: 0.974 D_fake: 0.877 (epoch: 180, iters: 368, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.805 G_ID: 0.228 G_Rec: 0.378 D_GP: 0.024 D_real: 1.073 D_fake: 0.704 (epoch: 180, iters: 768, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.731 G_ID: 0.151 G_Rec: 0.316 D_GP: 0.035 D_real: 1.009 D_fake: 0.843 (epoch: 180, iters: 1168, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 0.914 G_ID: 0.177 G_Rec: 0.413 D_GP: 0.038 D_real: 1.157 D_fake: 0.514 (epoch: 180, iters: 1568, time: 0.064) G_GAN: 0.175 G_GAN_Feat: 0.736 G_ID: 0.160 G_Rec: 0.332 D_GP: 0.028 D_real: 1.023 D_fake: 0.827 (epoch: 180, iters: 1968, time: 0.064) G_GAN: 0.957 G_GAN_Feat: 0.945 G_ID: 0.183 G_Rec: 0.377 D_GP: 0.168 D_real: 1.364 D_fake: 0.190 (epoch: 180, iters: 2368, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.774 G_ID: 0.146 G_Rec: 0.375 D_GP: 0.034 D_real: 1.044 D_fake: 0.702 (epoch: 180, iters: 2768, time: 0.064) G_GAN: 0.531 G_GAN_Feat: 0.930 G_ID: 0.197 G_Rec: 0.371 D_GP: 0.034 D_real: 1.075 D_fake: 0.472 (epoch: 180, iters: 3168, time: 0.064) G_GAN: 0.656 G_GAN_Feat: 0.855 G_ID: 0.147 G_Rec: 0.328 D_GP: 0.057 D_real: 1.220 D_fake: 0.363 (epoch: 180, iters: 3568, time: 0.064) G_GAN: 0.815 G_GAN_Feat: 0.903 G_ID: 0.211 G_Rec: 0.378 D_GP: 0.100 D_real: 1.391 D_fake: 0.346 (epoch: 180, iters: 3968, time: 0.064) G_GAN: -0.063 G_GAN_Feat: 0.669 G_ID: 0.130 G_Rec: 0.318 D_GP: 0.022 D_real: 0.933 D_fake: 1.063 (epoch: 180, iters: 4368, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.822 G_ID: 0.194 G_Rec: 0.433 D_GP: 0.024 D_real: 0.942 D_fake: 0.772 (epoch: 180, iters: 4768, time: 0.064) G_GAN: -0.006 G_GAN_Feat: 0.705 G_ID: 0.124 G_Rec: 0.322 D_GP: 0.037 D_real: 0.739 D_fake: 1.006 (epoch: 180, iters: 5168, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.871 G_ID: 0.181 G_Rec: 0.409 D_GP: 0.025 D_real: 0.967 D_fake: 0.710 (epoch: 180, iters: 5568, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.848 G_ID: 0.115 G_Rec: 0.309 D_GP: 0.032 D_real: 0.921 D_fake: 0.779 (epoch: 180, iters: 5968, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 0.837 G_ID: 0.194 G_Rec: 0.390 D_GP: 0.024 D_real: 1.207 D_fake: 0.495 (epoch: 180, iters: 6368, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.823 G_ID: 0.150 G_Rec: 0.314 D_GP: 0.039 D_real: 0.839 D_fake: 0.862 (epoch: 180, iters: 6768, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 0.932 G_ID: 0.185 G_Rec: 0.395 D_GP: 0.030 D_real: 0.972 D_fake: 0.521 (epoch: 180, iters: 7168, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 0.937 G_ID: 0.123 G_Rec: 0.329 D_GP: 0.120 D_real: 0.423 D_fake: 0.804 (epoch: 180, iters: 7568, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.762 G_ID: 0.184 G_Rec: 0.411 D_GP: 0.022 D_real: 1.074 D_fake: 0.718 (epoch: 180, iters: 7968, time: 0.064) G_GAN: -0.015 G_GAN_Feat: 0.647 G_ID: 0.163 G_Rec: 0.342 D_GP: 0.020 D_real: 0.956 D_fake: 1.015 (epoch: 180, iters: 8368, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.794 G_ID: 0.204 G_Rec: 0.388 D_GP: 0.025 D_real: 0.908 D_fake: 0.834 (epoch: 181, iters: 160, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.646 G_ID: 0.145 G_Rec: 0.287 D_GP: 0.025 D_real: 1.086 D_fake: 0.910 (epoch: 181, iters: 560, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.972 G_ID: 0.203 G_Rec: 0.407 D_GP: 0.150 D_real: 0.424 D_fake: 0.913 (epoch: 181, iters: 960, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.717 G_ID: 0.135 G_Rec: 0.311 D_GP: 0.022 D_real: 1.007 D_fake: 0.838 (epoch: 181, iters: 1360, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.893 G_ID: 0.179 G_Rec: 0.428 D_GP: 0.034 D_real: 1.032 D_fake: 0.586 (epoch: 181, iters: 1760, time: 0.064) G_GAN: 0.243 G_GAN_Feat: 0.897 G_ID: 0.131 G_Rec: 0.331 D_GP: 0.109 D_real: 0.639 D_fake: 0.758 (epoch: 181, iters: 2160, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.860 G_ID: 0.205 G_Rec: 0.396 D_GP: 0.036 D_real: 1.058 D_fake: 0.603 (epoch: 181, iters: 2560, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 1.108 G_ID: 0.163 G_Rec: 0.373 D_GP: 0.217 D_real: 0.312 D_fake: 0.842 (epoch: 181, iters: 2960, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.938 G_ID: 0.225 G_Rec: 0.421 D_GP: 0.077 D_real: 0.737 D_fake: 0.751 (epoch: 181, iters: 3360, time: 0.064) G_GAN: -0.018 G_GAN_Feat: 1.023 G_ID: 0.130 G_Rec: 0.433 D_GP: 0.345 D_real: 0.386 D_fake: 1.018 (epoch: 181, iters: 3760, time: 0.064) G_GAN: 0.689 G_GAN_Feat: 0.946 G_ID: 0.165 G_Rec: 0.407 D_GP: 0.029 D_real: 1.247 D_fake: 0.325 (epoch: 181, iters: 4160, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.876 G_ID: 0.136 G_Rec: 0.333 D_GP: 0.104 D_real: 0.532 D_fake: 0.909 (epoch: 181, iters: 4560, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 1.035 G_ID: 0.212 G_Rec: 0.394 D_GP: 0.037 D_real: 0.778 D_fake: 0.665 (epoch: 181, iters: 4960, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.680 G_ID: 0.154 G_Rec: 0.300 D_GP: 0.023 D_real: 1.255 D_fake: 0.702 (epoch: 181, iters: 5360, time: 0.064) G_GAN: 0.868 G_GAN_Feat: 0.791 G_ID: 0.201 G_Rec: 0.410 D_GP: 0.018 D_real: 1.709 D_fake: 0.236 (epoch: 181, iters: 5760, time: 0.064) G_GAN: 0.101 G_GAN_Feat: 0.653 G_ID: 0.150 G_Rec: 0.338 D_GP: 0.028 D_real: 1.016 D_fake: 0.899 (epoch: 181, iters: 6160, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.799 G_ID: 0.217 G_Rec: 0.365 D_GP: 0.027 D_real: 1.302 D_fake: 0.464 (epoch: 181, iters: 6560, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.754 G_ID: 0.125 G_Rec: 0.343 D_GP: 0.036 D_real: 0.985 D_fake: 0.773 (epoch: 181, iters: 6960, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.846 G_ID: 0.214 G_Rec: 0.387 D_GP: 0.024 D_real: 1.245 D_fake: 0.499 (epoch: 181, iters: 7360, time: 0.064) G_GAN: 0.010 G_GAN_Feat: 0.619 G_ID: 0.161 G_Rec: 0.279 D_GP: 0.020 D_real: 0.977 D_fake: 0.990 (epoch: 181, iters: 7760, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.900 G_ID: 0.185 G_Rec: 0.374 D_GP: 0.069 D_real: 0.834 D_fake: 0.747 (epoch: 181, iters: 8160, time: 0.064) G_GAN: 0.625 G_GAN_Feat: 0.666 G_ID: 0.117 G_Rec: 0.292 D_GP: 0.028 D_real: 1.524 D_fake: 0.397 (epoch: 181, iters: 8560, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 1.080 G_ID: 0.196 G_Rec: 0.494 D_GP: 0.173 D_real: 0.622 D_fake: 0.709 (epoch: 182, iters: 352, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.778 G_ID: 0.160 G_Rec: 0.305 D_GP: 0.050 D_real: 0.714 D_fake: 0.887 (epoch: 182, iters: 752, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.943 G_ID: 0.178 G_Rec: 0.386 D_GP: 0.044 D_real: 0.938 D_fake: 0.641 (epoch: 182, iters: 1152, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.766 G_ID: 0.180 G_Rec: 0.279 D_GP: 0.028 D_real: 1.113 D_fake: 0.647 (epoch: 182, iters: 1552, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.730 G_ID: 0.229 G_Rec: 0.353 D_GP: 0.029 D_real: 1.126 D_fake: 0.684 (epoch: 182, iters: 1952, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.763 G_ID: 0.139 G_Rec: 0.333 D_GP: 0.076 D_real: 0.778 D_fake: 0.913 (epoch: 182, iters: 2352, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.967 G_ID: 0.178 G_Rec: 0.448 D_GP: 0.031 D_real: 0.879 D_fake: 0.634 (epoch: 182, iters: 2752, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.794 G_ID: 0.117 G_Rec: 0.349 D_GP: 0.025 D_real: 1.043 D_fake: 0.827 (epoch: 182, iters: 3152, time: 0.064) G_GAN: 0.467 G_GAN_Feat: 0.819 G_ID: 0.184 G_Rec: 0.361 D_GP: 0.023 D_real: 1.250 D_fake: 0.534 (epoch: 182, iters: 3552, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.691 G_ID: 0.155 G_Rec: 0.333 D_GP: 0.039 D_real: 1.091 D_fake: 0.776 (epoch: 182, iters: 3952, time: 0.064) G_GAN: 0.867 G_GAN_Feat: 1.025 G_ID: 0.173 G_Rec: 0.411 D_GP: 0.051 D_real: 1.355 D_fake: 0.237 (epoch: 182, iters: 4352, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.862 G_ID: 0.141 G_Rec: 0.323 D_GP: 0.065 D_real: 0.640 D_fake: 0.812 (epoch: 182, iters: 4752, time: 0.064) G_GAN: 0.874 G_GAN_Feat: 0.961 G_ID: 0.190 G_Rec: 0.419 D_GP: 0.028 D_real: 1.382 D_fake: 0.238 (epoch: 182, iters: 5152, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.688 G_ID: 0.152 G_Rec: 0.293 D_GP: 0.022 D_real: 1.409 D_fake: 0.558 (epoch: 182, iters: 5552, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 1.106 G_ID: 0.185 G_Rec: 0.438 D_GP: 0.033 D_real: 0.913 D_fake: 0.517 (epoch: 182, iters: 5952, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.911 G_ID: 0.138 G_Rec: 0.334 D_GP: 0.083 D_real: 0.710 D_fake: 0.744 (epoch: 182, iters: 6352, time: 0.064) G_GAN: 0.683 G_GAN_Feat: 0.856 G_ID: 0.190 G_Rec: 0.388 D_GP: 0.022 D_real: 1.485 D_fake: 0.339 (epoch: 182, iters: 6752, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.709 G_ID: 0.161 G_Rec: 0.314 D_GP: 0.029 D_real: 1.131 D_fake: 0.668 (epoch: 182, iters: 7152, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.946 G_ID: 0.211 G_Rec: 0.353 D_GP: 0.028 D_real: 1.072 D_fake: 0.803 (epoch: 182, iters: 7552, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.718 G_ID: 0.150 G_Rec: 0.320 D_GP: 0.032 D_real: 1.243 D_fake: 0.723 (epoch: 182, iters: 7952, time: 0.064) G_GAN: 0.602 G_GAN_Feat: 1.042 G_ID: 0.207 G_Rec: 0.436 D_GP: 0.047 D_real: 1.072 D_fake: 0.417 (epoch: 182, iters: 8352, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.608 G_ID: 0.131 G_Rec: 0.319 D_GP: 0.021 D_real: 1.326 D_fake: 0.674 (epoch: 183, iters: 144, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.818 G_ID: 0.174 G_Rec: 0.418 D_GP: 0.025 D_real: 1.190 D_fake: 0.584 (epoch: 183, iters: 544, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.679 G_ID: 0.147 G_Rec: 0.319 D_GP: 0.031 D_real: 1.037 D_fake: 0.827 (epoch: 183, iters: 944, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.863 G_ID: 0.186 G_Rec: 0.423 D_GP: 0.026 D_real: 1.052 D_fake: 0.593 (epoch: 183, iters: 1344, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.698 G_ID: 0.144 G_Rec: 0.294 D_GP: 0.056 D_real: 1.181 D_fake: 0.679 (epoch: 183, iters: 1744, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 1.034 G_ID: 0.214 G_Rec: 0.417 D_GP: 0.222 D_real: 0.324 D_fake: 0.760 (epoch: 183, iters: 2144, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.801 G_ID: 0.144 G_Rec: 0.328 D_GP: 0.048 D_real: 0.856 D_fake: 0.713 (epoch: 183, iters: 2544, time: 0.064) G_GAN: 0.592 G_GAN_Feat: 0.784 G_ID: 0.189 G_Rec: 0.392 D_GP: 0.022 D_real: 1.374 D_fake: 0.414 (epoch: 183, iters: 2944, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.769 G_ID: 0.144 G_Rec: 0.321 D_GP: 0.077 D_real: 0.926 D_fake: 0.644 (epoch: 183, iters: 3344, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.906 G_ID: 0.186 G_Rec: 0.380 D_GP: 0.092 D_real: 0.761 D_fake: 0.758 (epoch: 183, iters: 3744, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.704 G_ID: 0.144 G_Rec: 0.300 D_GP: 0.030 D_real: 1.136 D_fake: 0.657 (epoch: 183, iters: 4144, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.893 G_ID: 0.196 G_Rec: 0.385 D_GP: 0.041 D_real: 0.757 D_fake: 0.814 (epoch: 183, iters: 4544, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.818 G_ID: 0.133 G_Rec: 0.360 D_GP: 0.063 D_real: 0.918 D_fake: 0.771 (epoch: 183, iters: 4944, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.802 G_ID: 0.178 G_Rec: 0.376 D_GP: 0.031 D_real: 0.873 D_fake: 0.790 (epoch: 183, iters: 5344, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.765 G_ID: 0.116 G_Rec: 0.303 D_GP: 0.038 D_real: 1.133 D_fake: 0.693 (epoch: 183, iters: 5744, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.842 G_ID: 0.196 G_Rec: 0.392 D_GP: 0.028 D_real: 1.080 D_fake: 0.602 (epoch: 183, iters: 6144, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 0.882 G_ID: 0.140 G_Rec: 0.302 D_GP: 0.182 D_real: 0.450 D_fake: 0.803 (epoch: 183, iters: 6544, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 1.015 G_ID: 0.189 G_Rec: 0.461 D_GP: 0.082 D_real: 0.826 D_fake: 0.717 (epoch: 183, iters: 6944, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 0.663 G_ID: 0.139 G_Rec: 0.295 D_GP: 0.024 D_real: 1.310 D_fake: 0.585 (epoch: 183, iters: 7344, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 1.111 G_ID: 0.207 G_Rec: 0.402 D_GP: 0.034 D_real: 0.453 D_fake: 0.649 (epoch: 183, iters: 7744, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.665 G_ID: 0.133 G_Rec: 0.305 D_GP: 0.025 D_real: 1.173 D_fake: 0.762 (epoch: 183, iters: 8144, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.876 G_ID: 0.168 G_Rec: 0.405 D_GP: 0.027 D_real: 1.012 D_fake: 0.651 (epoch: 183, iters: 8544, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 0.763 G_ID: 0.148 G_Rec: 0.319 D_GP: 0.028 D_real: 1.080 D_fake: 0.838 (epoch: 184, iters: 336, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 1.025 G_ID: 0.226 G_Rec: 0.448 D_GP: 0.086 D_real: 0.798 D_fake: 0.721 (epoch: 184, iters: 736, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.872 G_ID: 0.147 G_Rec: 0.334 D_GP: 0.175 D_real: 0.732 D_fake: 0.840 (epoch: 184, iters: 1136, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.971 G_ID: 0.195 G_Rec: 0.390 D_GP: 0.084 D_real: 0.661 D_fake: 0.697 (epoch: 184, iters: 1536, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.776 G_ID: 0.133 G_Rec: 0.344 D_GP: 0.026 D_real: 1.175 D_fake: 0.652 (epoch: 184, iters: 1936, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.943 G_ID: 0.211 G_Rec: 0.403 D_GP: 0.027 D_real: 1.019 D_fake: 0.677 (epoch: 184, iters: 2336, time: 0.064) G_GAN: 0.006 G_GAN_Feat: 0.711 G_ID: 0.176 G_Rec: 0.352 D_GP: 0.037 D_real: 0.796 D_fake: 0.994 (epoch: 184, iters: 2736, time: 0.064) G_GAN: 0.628 G_GAN_Feat: 0.851 G_ID: 0.172 G_Rec: 0.372 D_GP: 0.028 D_real: 1.333 D_fake: 0.384 (epoch: 184, iters: 3136, time: 0.064) G_GAN: -0.093 G_GAN_Feat: 0.796 G_ID: 0.130 G_Rec: 0.330 D_GP: 0.025 D_real: 0.883 D_fake: 1.098 (epoch: 184, iters: 3536, time: 0.064) G_GAN: 0.903 G_GAN_Feat: 0.948 G_ID: 0.152 G_Rec: 0.399 D_GP: 0.026 D_real: 1.482 D_fake: 0.152 (epoch: 184, iters: 3936, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.912 G_ID: 0.151 G_Rec: 0.382 D_GP: 0.078 D_real: 1.024 D_fake: 0.714 (epoch: 184, iters: 4336, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.799 G_ID: 0.214 G_Rec: 0.402 D_GP: 0.021 D_real: 1.016 D_fake: 0.754 (epoch: 184, iters: 4736, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.766 G_ID: 0.138 G_Rec: 0.327 D_GP: 0.044 D_real: 0.879 D_fake: 0.797 (epoch: 184, iters: 5136, time: 0.064) G_GAN: 0.547 G_GAN_Feat: 0.933 G_ID: 0.186 G_Rec: 0.409 D_GP: 0.038 D_real: 1.036 D_fake: 0.457 (epoch: 184, iters: 5536, time: 0.064) G_GAN: 0.664 G_GAN_Feat: 0.848 G_ID: 0.107 G_Rec: 0.358 D_GP: 0.167 D_real: 1.265 D_fake: 0.366 (epoch: 184, iters: 5936, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 1.010 G_ID: 0.180 G_Rec: 0.433 D_GP: 0.104 D_real: 0.472 D_fake: 0.761 (epoch: 184, iters: 6336, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.819 G_ID: 0.136 G_Rec: 0.322 D_GP: 0.038 D_real: 0.944 D_fake: 0.738 (epoch: 184, iters: 6736, time: 0.064) G_GAN: 0.595 G_GAN_Feat: 1.113 G_ID: 0.198 G_Rec: 0.415 D_GP: 0.091 D_real: 0.572 D_fake: 0.414 (epoch: 184, iters: 7136, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.830 G_ID: 0.168 G_Rec: 0.345 D_GP: 0.112 D_real: 0.739 D_fake: 0.844 (epoch: 184, iters: 7536, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 1.130 G_ID: 0.165 G_Rec: 0.425 D_GP: 0.138 D_real: 0.556 D_fake: 0.652 (epoch: 184, iters: 7936, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.743 G_ID: 0.129 G_Rec: 0.301 D_GP: 0.022 D_real: 1.015 D_fake: 0.797 (epoch: 184, iters: 8336, time: 0.064) G_GAN: 0.548 G_GAN_Feat: 1.078 G_ID: 0.203 G_Rec: 0.454 D_GP: 0.031 D_real: 0.863 D_fake: 0.484 (epoch: 185, iters: 128, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.727 G_ID: 0.131 G_Rec: 0.293 D_GP: 0.022 D_real: 1.396 D_fake: 0.538 (epoch: 185, iters: 528, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.994 G_ID: 0.174 G_Rec: 0.414 D_GP: 0.040 D_real: 0.826 D_fake: 0.630 (epoch: 185, iters: 928, time: 0.064) G_GAN: 0.560 G_GAN_Feat: 0.813 G_ID: 0.143 G_Rec: 0.340 D_GP: 0.026 D_real: 1.346 D_fake: 0.544 (epoch: 185, iters: 1328, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 1.038 G_ID: 0.189 G_Rec: 0.418 D_GP: 0.024 D_real: 1.230 D_fake: 0.555 (epoch: 185, iters: 1728, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.688 G_ID: 0.135 G_Rec: 0.311 D_GP: 0.027 D_real: 1.035 D_fake: 0.786 (epoch: 185, iters: 2128, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 1.004 G_ID: 0.192 G_Rec: 0.401 D_GP: 0.133 D_real: 0.731 D_fake: 0.617 (epoch: 185, iters: 2528, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.715 G_ID: 0.130 G_Rec: 0.308 D_GP: 0.021 D_real: 1.111 D_fake: 0.751 (epoch: 185, iters: 2928, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 1.102 G_ID: 0.186 G_Rec: 0.451 D_GP: 0.035 D_real: 0.520 D_fake: 0.854 (epoch: 185, iters: 3328, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.686 G_ID: 0.148 G_Rec: 0.325 D_GP: 0.022 D_real: 1.199 D_fake: 0.785 (epoch: 185, iters: 3728, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 1.111 G_ID: 0.187 G_Rec: 0.442 D_GP: 0.086 D_real: 0.743 D_fake: 0.608 (epoch: 185, iters: 4128, time: 0.064) G_GAN: 0.487 G_GAN_Feat: 0.746 G_ID: 0.146 G_Rec: 0.328 D_GP: 0.021 D_real: 1.467 D_fake: 0.516 (epoch: 185, iters: 4528, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.818 G_ID: 0.182 G_Rec: 0.417 D_GP: 0.022 D_real: 1.043 D_fake: 0.731 (epoch: 185, iters: 4928, time: 0.064) G_GAN: -0.084 G_GAN_Feat: 0.776 G_ID: 0.157 G_Rec: 0.329 D_GP: 0.059 D_real: 0.769 D_fake: 1.084 (epoch: 185, iters: 5328, time: 0.064) G_GAN: 0.615 G_GAN_Feat: 0.827 G_ID: 0.176 G_Rec: 0.379 D_GP: 0.022 D_real: 1.353 D_fake: 0.398 (epoch: 185, iters: 5728, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.688 G_ID: 0.142 G_Rec: 0.313 D_GP: 0.027 D_real: 1.156 D_fake: 0.740 (epoch: 185, iters: 6128, time: 0.064) G_GAN: 0.531 G_GAN_Feat: 1.114 G_ID: 0.200 G_Rec: 0.463 D_GP: 0.140 D_real: 0.476 D_fake: 0.485 (epoch: 185, iters: 6528, time: 0.064) G_GAN: -0.015 G_GAN_Feat: 0.866 G_ID: 0.142 G_Rec: 0.328 D_GP: 0.131 D_real: 0.393 D_fake: 1.015 (epoch: 185, iters: 6928, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.968 G_ID: 0.180 G_Rec: 0.443 D_GP: 0.027 D_real: 0.994 D_fake: 0.642 (epoch: 185, iters: 7328, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.745 G_ID: 0.120 G_Rec: 0.291 D_GP: 0.025 D_real: 0.983 D_fake: 0.821 (epoch: 185, iters: 7728, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.941 G_ID: 0.186 G_Rec: 0.404 D_GP: 0.027 D_real: 1.115 D_fake: 0.484 (epoch: 185, iters: 8128, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.876 G_ID: 0.137 G_Rec: 0.311 D_GP: 0.073 D_real: 0.979 D_fake: 0.518 (epoch: 185, iters: 8528, time: 0.064) G_GAN: 0.141 G_GAN_Feat: 0.929 G_ID: 0.209 G_Rec: 0.386 D_GP: 0.037 D_real: 0.877 D_fake: 0.859 (epoch: 186, iters: 320, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.764 G_ID: 0.137 G_Rec: 0.309 D_GP: 0.048 D_real: 1.169 D_fake: 0.689 (epoch: 186, iters: 720, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.949 G_ID: 0.218 G_Rec: 0.438 D_GP: 0.084 D_real: 0.808 D_fake: 0.800 (epoch: 186, iters: 1120, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.757 G_ID: 0.139 G_Rec: 0.317 D_GP: 0.027 D_real: 0.988 D_fake: 0.857 (epoch: 186, iters: 1520, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 0.898 G_ID: 0.157 G_Rec: 0.395 D_GP: 0.027 D_real: 1.188 D_fake: 0.452 (epoch: 186, iters: 1920, time: 0.064) G_GAN: -0.094 G_GAN_Feat: 0.783 G_ID: 0.160 G_Rec: 0.302 D_GP: 0.021 D_real: 0.792 D_fake: 1.094 (epoch: 186, iters: 2320, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 1.102 G_ID: 0.216 G_Rec: 0.406 D_GP: 0.564 D_real: 0.450 D_fake: 0.565 (epoch: 186, iters: 2720, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.638 G_ID: 0.139 G_Rec: 0.322 D_GP: 0.020 D_real: 1.257 D_fake: 0.704 (epoch: 186, iters: 3120, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 1.056 G_ID: 0.219 G_Rec: 0.432 D_GP: 0.117 D_real: 0.399 D_fake: 0.746 (epoch: 186, iters: 3520, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.787 G_ID: 0.130 G_Rec: 0.305 D_GP: 0.040 D_real: 1.016 D_fake: 0.748 (epoch: 186, iters: 3920, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 1.015 G_ID: 0.203 G_Rec: 0.417 D_GP: 0.050 D_real: 0.798 D_fake: 0.592 (epoch: 186, iters: 4320, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 1.039 G_ID: 0.134 G_Rec: 0.372 D_GP: 0.089 D_real: 0.425 D_fake: 0.778 (epoch: 186, iters: 4720, time: 0.064) G_GAN: 0.570 G_GAN_Feat: 0.802 G_ID: 0.171 G_Rec: 0.406 D_GP: 0.017 D_real: 1.396 D_fake: 0.437 (epoch: 186, iters: 5120, time: 0.064) G_GAN: 0.096 G_GAN_Feat: 0.720 G_ID: 0.148 G_Rec: 0.356 D_GP: 0.033 D_real: 0.936 D_fake: 0.904 (epoch: 186, iters: 5520, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.990 G_ID: 0.235 G_Rec: 0.413 D_GP: 0.032 D_real: 0.922 D_fake: 0.537 (epoch: 186, iters: 5920, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.840 G_ID: 0.130 G_Rec: 0.333 D_GP: 0.068 D_real: 0.865 D_fake: 0.832 (epoch: 186, iters: 6320, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.922 G_ID: 0.192 G_Rec: 0.416 D_GP: 0.033 D_real: 0.870 D_fake: 0.699 (epoch: 186, iters: 6720, time: 0.064) G_GAN: -0.011 G_GAN_Feat: 0.724 G_ID: 0.157 G_Rec: 0.315 D_GP: 0.027 D_real: 0.970 D_fake: 1.013 (epoch: 186, iters: 7120, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 1.017 G_ID: 0.185 G_Rec: 0.403 D_GP: 0.043 D_real: 0.970 D_fake: 0.677 (epoch: 186, iters: 7520, time: 0.064) G_GAN: 0.064 G_GAN_Feat: 0.748 G_ID: 0.133 G_Rec: 0.303 D_GP: 0.018 D_real: 1.026 D_fake: 0.937 (epoch: 186, iters: 7920, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.905 G_ID: 0.219 G_Rec: 0.416 D_GP: 0.022 D_real: 1.125 D_fake: 0.604 (epoch: 186, iters: 8320, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.768 G_ID: 0.144 G_Rec: 0.316 D_GP: 0.038 D_real: 0.895 D_fake: 0.783 (epoch: 187, iters: 112, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.849 G_ID: 0.163 G_Rec: 0.400 D_GP: 0.024 D_real: 1.166 D_fake: 0.635 (epoch: 187, iters: 512, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.807 G_ID: 0.141 G_Rec: 0.346 D_GP: 0.025 D_real: 1.195 D_fake: 0.705 (epoch: 187, iters: 912, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.885 G_ID: 0.172 G_Rec: 0.407 D_GP: 0.024 D_real: 1.124 D_fake: 0.706 (epoch: 187, iters: 1312, time: 0.064) G_GAN: 0.175 G_GAN_Feat: 0.705 G_ID: 0.138 G_Rec: 0.319 D_GP: 0.027 D_real: 1.029 D_fake: 0.828 (epoch: 187, iters: 1712, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.995 G_ID: 0.208 G_Rec: 0.413 D_GP: 0.027 D_real: 1.005 D_fake: 0.633 (epoch: 187, iters: 2112, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.718 G_ID: 0.122 G_Rec: 0.302 D_GP: 0.020 D_real: 1.023 D_fake: 0.847 (epoch: 187, iters: 2512, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.953 G_ID: 0.192 G_Rec: 0.424 D_GP: 0.027 D_real: 1.064 D_fake: 0.635 (epoch: 187, iters: 2912, time: 0.064) G_GAN: 0.194 G_GAN_Feat: 1.027 G_ID: 0.140 G_Rec: 0.363 D_GP: 0.086 D_real: 0.948 D_fake: 0.807 (epoch: 187, iters: 3312, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.845 G_ID: 0.208 G_Rec: 0.352 D_GP: 0.026 D_real: 1.101 D_fake: 0.651 (epoch: 187, iters: 3712, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.709 G_ID: 0.165 G_Rec: 0.314 D_GP: 0.025 D_real: 1.249 D_fake: 0.699 (epoch: 187, iters: 4112, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.828 G_ID: 0.192 G_Rec: 0.383 D_GP: 0.023 D_real: 1.207 D_fake: 0.584 (epoch: 187, iters: 4512, time: 0.064) G_GAN: -0.122 G_GAN_Feat: 0.871 G_ID: 0.146 G_Rec: 0.326 D_GP: 0.164 D_real: 0.178 D_fake: 1.122 (epoch: 187, iters: 4912, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.847 G_ID: 0.181 G_Rec: 0.469 D_GP: 0.025 D_real: 0.883 D_fake: 0.883 (epoch: 187, iters: 5312, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.734 G_ID: 0.138 G_Rec: 0.300 D_GP: 0.033 D_real: 1.111 D_fake: 0.711 (epoch: 187, iters: 5712, time: 0.064) G_GAN: 0.923 G_GAN_Feat: 0.989 G_ID: 0.183 G_Rec: 0.423 D_GP: 0.028 D_real: 1.405 D_fake: 0.190 (epoch: 187, iters: 6112, time: 0.064) G_GAN: -0.082 G_GAN_Feat: 0.983 G_ID: 0.175 G_Rec: 0.340 D_GP: 0.118 D_real: 0.423 D_fake: 1.082 (epoch: 187, iters: 6512, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 0.768 G_ID: 0.183 G_Rec: 0.384 D_GP: 0.019 D_real: 1.195 D_fake: 0.579 (epoch: 187, iters: 6912, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.949 G_ID: 0.152 G_Rec: 0.333 D_GP: 0.172 D_real: 0.453 D_fake: 0.741 (epoch: 187, iters: 7312, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 1.122 G_ID: 0.184 G_Rec: 0.456 D_GP: 0.080 D_real: 0.598 D_fake: 0.488 (epoch: 187, iters: 7712, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.734 G_ID: 0.120 G_Rec: 0.285 D_GP: 0.023 D_real: 1.064 D_fake: 0.878 (epoch: 187, iters: 8112, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 1.076 G_ID: 0.179 G_Rec: 0.396 D_GP: 0.031 D_real: 0.829 D_fake: 0.492 (epoch: 187, iters: 8512, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.923 G_ID: 0.138 G_Rec: 0.333 D_GP: 0.051 D_real: 0.587 D_fake: 0.789 (epoch: 188, iters: 304, time: 0.064) G_GAN: 0.878 G_GAN_Feat: 1.021 G_ID: 0.163 G_Rec: 0.429 D_GP: 0.027 D_real: 1.388 D_fake: 0.213 (epoch: 188, iters: 704, time: 0.064) G_GAN: -0.213 G_GAN_Feat: 0.713 G_ID: 0.156 G_Rec: 0.291 D_GP: 0.025 D_real: 0.818 D_fake: 1.213 (epoch: 188, iters: 1104, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.971 G_ID: 0.191 G_Rec: 0.400 D_GP: 0.027 D_real: 0.830 D_fake: 0.734 (epoch: 188, iters: 1504, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.938 G_ID: 0.132 G_Rec: 0.327 D_GP: 0.101 D_real: 0.459 D_fake: 0.724 (epoch: 188, iters: 1904, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.790 G_ID: 0.186 G_Rec: 0.409 D_GP: 0.019 D_real: 1.235 D_fake: 0.586 (epoch: 188, iters: 2304, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.788 G_ID: 0.125 G_Rec: 0.305 D_GP: 0.031 D_real: 1.189 D_fake: 0.682 (epoch: 188, iters: 2704, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.850 G_ID: 0.213 G_Rec: 0.396 D_GP: 0.024 D_real: 1.032 D_fake: 0.717 (epoch: 188, iters: 3104, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.705 G_ID: 0.140 G_Rec: 0.330 D_GP: 0.022 D_real: 1.243 D_fake: 0.614 (epoch: 188, iters: 3504, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.824 G_ID: 0.194 G_Rec: 0.362 D_GP: 0.027 D_real: 1.000 D_fake: 0.707 (epoch: 188, iters: 3904, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.834 G_ID: 0.144 G_Rec: 0.317 D_GP: 0.110 D_real: 0.685 D_fake: 0.947 (epoch: 188, iters: 4304, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.893 G_ID: 0.196 G_Rec: 0.380 D_GP: 0.037 D_real: 0.926 D_fake: 0.631 (epoch: 188, iters: 4704, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.605 G_ID: 0.138 G_Rec: 0.288 D_GP: 0.023 D_real: 1.163 D_fake: 0.834 (epoch: 188, iters: 5104, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 1.058 G_ID: 0.187 G_Rec: 0.427 D_GP: 0.129 D_real: 0.467 D_fake: 0.789 (epoch: 188, iters: 5504, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.710 G_ID: 0.157 G_Rec: 0.333 D_GP: 0.023 D_real: 1.115 D_fake: 0.752 (epoch: 188, iters: 5904, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.947 G_ID: 0.181 G_Rec: 0.373 D_GP: 0.066 D_real: 0.675 D_fake: 0.722 (epoch: 188, iters: 6304, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.771 G_ID: 0.146 G_Rec: 0.292 D_GP: 0.031 D_real: 1.050 D_fake: 0.763 (epoch: 188, iters: 6704, time: 0.064) G_GAN: 0.558 G_GAN_Feat: 1.002 G_ID: 0.177 G_Rec: 0.398 D_GP: 0.035 D_real: 1.052 D_fake: 0.449 (epoch: 188, iters: 7104, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.808 G_ID: 0.147 G_Rec: 0.301 D_GP: 0.050 D_real: 0.912 D_fake: 0.740 (epoch: 188, iters: 7504, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.969 G_ID: 0.172 G_Rec: 0.383 D_GP: 0.025 D_real: 1.005 D_fake: 0.602 (epoch: 188, iters: 7904, time: 0.064) G_GAN: 0.462 G_GAN_Feat: 0.635 G_ID: 0.125 G_Rec: 0.318 D_GP: 0.020 D_real: 1.458 D_fake: 0.543 (epoch: 188, iters: 8304, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.882 G_ID: 0.207 G_Rec: 0.416 D_GP: 0.031 D_real: 0.777 D_fake: 0.854 (epoch: 189, iters: 96, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.719 G_ID: 0.131 G_Rec: 0.298 D_GP: 0.040 D_real: 0.980 D_fake: 0.809 (epoch: 189, iters: 496, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.860 G_ID: 0.199 G_Rec: 0.382 D_GP: 0.029 D_real: 1.188 D_fake: 0.501 (epoch: 189, iters: 896, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.733 G_ID: 0.116 G_Rec: 0.308 D_GP: 0.042 D_real: 0.996 D_fake: 0.725 (epoch: 189, iters: 1296, time: 0.064) G_GAN: 0.817 G_GAN_Feat: 1.011 G_ID: 0.197 G_Rec: 0.416 D_GP: 0.084 D_real: 1.229 D_fake: 0.455 (epoch: 189, iters: 1696, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.733 G_ID: 0.133 G_Rec: 0.360 D_GP: 0.023 D_real: 1.203 D_fake: 0.683 (epoch: 189, iters: 2096, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 1.021 G_ID: 0.186 G_Rec: 0.457 D_GP: 0.773 D_real: 0.586 D_fake: 0.707 (epoch: 189, iters: 2496, time: 0.064) G_GAN: 0.042 G_GAN_Feat: 0.615 G_ID: 0.167 G_Rec: 0.295 D_GP: 0.020 D_real: 0.936 D_fake: 0.958 (epoch: 189, iters: 2896, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 1.159 G_ID: 0.195 G_Rec: 0.457 D_GP: 0.404 D_real: 0.433 D_fake: 0.742 (epoch: 189, iters: 3296, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.834 G_ID: 0.159 G_Rec: 0.388 D_GP: 0.102 D_real: 0.814 D_fake: 0.751 (epoch: 189, iters: 3696, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.812 G_ID: 0.158 G_Rec: 0.398 D_GP: 0.027 D_real: 1.283 D_fake: 0.516 (epoch: 189, iters: 4096, time: 0.064) G_GAN: 0.110 G_GAN_Feat: 0.744 G_ID: 0.161 G_Rec: 0.299 D_GP: 0.032 D_real: 0.980 D_fake: 0.890 (epoch: 189, iters: 4496, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.857 G_ID: 0.190 G_Rec: 0.393 D_GP: 0.026 D_real: 1.184 D_fake: 0.499 (epoch: 189, iters: 4896, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.723 G_ID: 0.131 G_Rec: 0.323 D_GP: 0.023 D_real: 1.295 D_fake: 0.569 (epoch: 189, iters: 5296, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.942 G_ID: 0.187 G_Rec: 0.394 D_GP: 0.029 D_real: 1.054 D_fake: 0.623 (epoch: 189, iters: 5696, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.573 G_ID: 0.123 G_Rec: 0.293 D_GP: 0.026 D_real: 1.400 D_fake: 0.596 (epoch: 189, iters: 6096, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.919 G_ID: 0.183 G_Rec: 0.457 D_GP: 0.105 D_real: 0.725 D_fake: 0.712 (epoch: 189, iters: 6496, time: 0.064) G_GAN: -0.029 G_GAN_Feat: 0.661 G_ID: 0.127 G_Rec: 0.332 D_GP: 0.027 D_real: 0.880 D_fake: 1.029 (epoch: 189, iters: 6896, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.844 G_ID: 0.192 G_Rec: 0.340 D_GP: 0.037 D_real: 1.176 D_fake: 0.554 (epoch: 189, iters: 7296, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.774 G_ID: 0.177 G_Rec: 0.313 D_GP: 0.038 D_real: 1.083 D_fake: 0.690 (epoch: 189, iters: 7696, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.969 G_ID: 0.197 G_Rec: 0.378 D_GP: 0.056 D_real: 0.580 D_fake: 0.719 (epoch: 189, iters: 8096, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.714 G_ID: 0.172 G_Rec: 0.314 D_GP: 0.024 D_real: 1.172 D_fake: 0.773 (epoch: 189, iters: 8496, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 1.146 G_ID: 0.202 G_Rec: 0.462 D_GP: 0.063 D_real: 0.324 D_fake: 0.554 (epoch: 190, iters: 288, time: 0.064) G_GAN: 0.098 G_GAN_Feat: 0.563 G_ID: 0.149 G_Rec: 0.298 D_GP: 0.019 D_real: 1.038 D_fake: 0.902 (epoch: 190, iters: 688, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.760 G_ID: 0.181 G_Rec: 0.399 D_GP: 0.021 D_real: 1.152 D_fake: 0.569 (epoch: 190, iters: 1088, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.573 G_ID: 0.132 G_Rec: 0.302 D_GP: 0.020 D_real: 1.110 D_fake: 0.845 (epoch: 190, iters: 1488, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.807 G_ID: 0.200 G_Rec: 0.395 D_GP: 0.039 D_real: 1.115 D_fake: 0.598 (epoch: 190, iters: 1888, time: 0.064) G_GAN: 0.112 G_GAN_Feat: 0.659 G_ID: 0.125 G_Rec: 0.319 D_GP: 0.034 D_real: 1.003 D_fake: 0.888 (epoch: 190, iters: 2288, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.786 G_ID: 0.182 G_Rec: 0.381 D_GP: 0.027 D_real: 0.986 D_fake: 0.776 (epoch: 190, iters: 2688, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.671 G_ID: 0.117 G_Rec: 0.301 D_GP: 0.053 D_real: 0.988 D_fake: 0.828 (epoch: 190, iters: 3088, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.803 G_ID: 0.208 G_Rec: 0.365 D_GP: 0.062 D_real: 0.823 D_fake: 0.816 (epoch: 190, iters: 3488, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.736 G_ID: 0.139 G_Rec: 0.303 D_GP: 0.077 D_real: 0.947 D_fake: 0.692 (epoch: 190, iters: 3888, time: 0.064) G_GAN: 0.660 G_GAN_Feat: 0.843 G_ID: 0.174 G_Rec: 0.380 D_GP: 0.025 D_real: 1.362 D_fake: 0.375 (epoch: 190, iters: 4288, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.708 G_ID: 0.125 G_Rec: 0.306 D_GP: 0.034 D_real: 1.266 D_fake: 0.603 (epoch: 190, iters: 4688, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.888 G_ID: 0.208 G_Rec: 0.372 D_GP: 0.032 D_real: 0.838 D_fake: 0.827 (epoch: 190, iters: 5088, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.938 G_ID: 0.151 G_Rec: 0.303 D_GP: 0.060 D_real: 0.536 D_fake: 0.808 (epoch: 190, iters: 5488, time: 0.064) G_GAN: 0.641 G_GAN_Feat: 0.881 G_ID: 0.190 G_Rec: 0.397 D_GP: 0.026 D_real: 1.291 D_fake: 0.373 (epoch: 190, iters: 5888, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 0.986 G_ID: 0.172 G_Rec: 0.336 D_GP: 0.079 D_real: 0.994 D_fake: 0.697 (epoch: 190, iters: 6288, time: 0.064) G_GAN: 0.885 G_GAN_Feat: 0.911 G_ID: 0.196 G_Rec: 0.406 D_GP: 0.029 D_real: 1.648 D_fake: 0.222 (epoch: 190, iters: 6688, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 1.004 G_ID: 0.140 G_Rec: 0.363 D_GP: 0.085 D_real: 0.770 D_fake: 0.485 (epoch: 190, iters: 7088, time: 0.064) G_GAN: 0.655 G_GAN_Feat: 0.926 G_ID: 0.176 G_Rec: 0.404 D_GP: 0.030 D_real: 1.265 D_fake: 0.354 (epoch: 190, iters: 7488, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.823 G_ID: 0.144 G_Rec: 0.311 D_GP: 0.064 D_real: 0.724 D_fake: 0.846 (epoch: 190, iters: 7888, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 0.848 G_ID: 0.206 G_Rec: 0.400 D_GP: 0.025 D_real: 1.144 D_fake: 0.557 (epoch: 190, iters: 8288, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.775 G_ID: 0.124 G_Rec: 0.337 D_GP: 0.040 D_real: 1.012 D_fake: 0.727 (epoch: 191, iters: 80, time: 0.064) G_GAN: 0.682 G_GAN_Feat: 1.216 G_ID: 0.200 G_Rec: 0.454 D_GP: 0.277 D_real: 0.460 D_fake: 0.374 (epoch: 191, iters: 480, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.695 G_ID: 0.138 G_Rec: 0.369 D_GP: 0.021 D_real: 1.166 D_fake: 0.711 (epoch: 191, iters: 880, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.843 G_ID: 0.185 G_Rec: 0.381 D_GP: 0.028 D_real: 1.138 D_fake: 0.556 (epoch: 191, iters: 1280, time: 0.064) G_GAN: 0.052 G_GAN_Feat: 0.824 G_ID: 0.142 G_Rec: 0.328 D_GP: 0.106 D_real: 0.468 D_fake: 0.948 (epoch: 191, iters: 1680, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.829 G_ID: 0.169 G_Rec: 0.377 D_GP: 0.022 D_real: 1.153 D_fake: 0.609 (epoch: 191, iters: 2080, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.831 G_ID: 0.136 G_Rec: 0.389 D_GP: 0.064 D_real: 0.936 D_fake: 0.765 (epoch: 191, iters: 2480, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.817 G_ID: 0.202 G_Rec: 0.390 D_GP: 0.029 D_real: 1.281 D_fake: 0.492 (epoch: 191, iters: 2880, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.895 G_ID: 0.144 G_Rec: 0.367 D_GP: 0.140 D_real: 0.548 D_fake: 0.655 (epoch: 191, iters: 3280, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 1.096 G_ID: 0.157 G_Rec: 0.375 D_GP: 0.047 D_real: 0.571 D_fake: 0.627 (epoch: 191, iters: 3680, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.826 G_ID: 0.131 G_Rec: 0.320 D_GP: 0.072 D_real: 1.161 D_fake: 0.672 (epoch: 191, iters: 4080, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 0.936 G_ID: 0.193 G_Rec: 0.396 D_GP: 0.031 D_real: 1.106 D_fake: 0.568 (epoch: 191, iters: 4480, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.794 G_ID: 0.124 G_Rec: 0.324 D_GP: 0.045 D_real: 0.640 D_fake: 0.915 (epoch: 191, iters: 4880, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 1.117 G_ID: 0.195 G_Rec: 0.454 D_GP: 2.094 D_real: 0.499 D_fake: 0.652 (epoch: 191, iters: 5280, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.601 G_ID: 0.137 G_Rec: 0.465 D_GP: 0.018 D_real: 1.230 D_fake: 0.753 (epoch: 191, iters: 5680, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.764 G_ID: 0.198 G_Rec: 0.405 D_GP: 0.019 D_real: 1.091 D_fake: 0.621 (epoch: 191, iters: 6080, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.693 G_ID: 0.140 G_Rec: 0.331 D_GP: 0.037 D_real: 0.940 D_fake: 0.829 (epoch: 191, iters: 6480, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 1.013 G_ID: 0.186 G_Rec: 0.404 D_GP: 0.093 D_real: 0.552 D_fake: 0.769 (epoch: 191, iters: 6880, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.746 G_ID: 0.143 G_Rec: 0.314 D_GP: 0.059 D_real: 0.927 D_fake: 0.715 (epoch: 191, iters: 7280, time: 0.064) G_GAN: 0.656 G_GAN_Feat: 0.981 G_ID: 0.205 G_Rec: 0.426 D_GP: 0.059 D_real: 1.085 D_fake: 0.430 (epoch: 191, iters: 7680, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.776 G_ID: 0.151 G_Rec: 0.351 D_GP: 0.028 D_real: 1.386 D_fake: 0.575 (epoch: 191, iters: 8080, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.950 G_ID: 0.203 G_Rec: 0.371 D_GP: 0.076 D_real: 0.729 D_fake: 0.908 (epoch: 191, iters: 8480, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.749 G_ID: 0.132 G_Rec: 0.310 D_GP: 0.040 D_real: 0.964 D_fake: 0.784 (epoch: 192, iters: 272, time: 0.064) G_GAN: 0.495 G_GAN_Feat: 0.823 G_ID: 0.192 G_Rec: 0.391 D_GP: 0.022 D_real: 1.333 D_fake: 0.508 (epoch: 192, iters: 672, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.803 G_ID: 0.146 G_Rec: 0.323 D_GP: 0.070 D_real: 1.019 D_fake: 0.593 (epoch: 192, iters: 1072, time: 0.064) G_GAN: 0.557 G_GAN_Feat: 0.959 G_ID: 0.182 G_Rec: 0.418 D_GP: 0.037 D_real: 1.019 D_fake: 0.448 (epoch: 192, iters: 1472, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.732 G_ID: 0.139 G_Rec: 0.336 D_GP: 0.040 D_real: 1.122 D_fake: 0.665 (epoch: 192, iters: 1872, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.811 G_ID: 0.188 G_Rec: 0.396 D_GP: 0.025 D_real: 1.161 D_fake: 0.517 (epoch: 192, iters: 2272, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.646 G_ID: 0.138 G_Rec: 0.285 D_GP: 0.028 D_real: 1.097 D_fake: 0.770 (epoch: 192, iters: 2672, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 1.044 G_ID: 0.196 G_Rec: 0.443 D_GP: 0.112 D_real: 0.568 D_fake: 0.654 (epoch: 192, iters: 3072, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.663 G_ID: 0.139 G_Rec: 0.330 D_GP: 0.042 D_real: 1.136 D_fake: 0.767 (epoch: 192, iters: 3472, time: 0.064) G_GAN: 0.700 G_GAN_Feat: 0.928 G_ID: 0.185 G_Rec: 0.415 D_GP: 0.036 D_real: 1.219 D_fake: 0.334 (epoch: 192, iters: 3872, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.757 G_ID: 0.144 G_Rec: 0.321 D_GP: 0.060 D_real: 1.014 D_fake: 0.715 (epoch: 192, iters: 4272, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 1.098 G_ID: 0.204 G_Rec: 0.450 D_GP: 0.202 D_real: 0.338 D_fake: 0.638 (epoch: 192, iters: 4672, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.683 G_ID: 0.126 G_Rec: 0.309 D_GP: 0.022 D_real: 1.166 D_fake: 0.744 (epoch: 192, iters: 5072, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.862 G_ID: 0.235 G_Rec: 0.392 D_GP: 0.030 D_real: 1.022 D_fake: 0.613 (epoch: 192, iters: 5472, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 0.721 G_ID: 0.128 G_Rec: 0.315 D_GP: 0.040 D_real: 1.260 D_fake: 0.559 (epoch: 192, iters: 5872, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.873 G_ID: 0.185 G_Rec: 0.384 D_GP: 0.024 D_real: 0.961 D_fake: 0.669 (epoch: 192, iters: 6272, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.777 G_ID: 0.139 G_Rec: 0.312 D_GP: 0.035 D_real: 1.029 D_fake: 0.739 (epoch: 192, iters: 6672, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.987 G_ID: 0.216 G_Rec: 0.429 D_GP: 0.054 D_real: 0.924 D_fake: 0.517 (epoch: 192, iters: 7072, time: 0.064) G_GAN: -0.049 G_GAN_Feat: 1.017 G_ID: 0.144 G_Rec: 0.431 D_GP: 0.291 D_real: 0.382 D_fake: 1.051 (epoch: 192, iters: 7472, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.869 G_ID: 0.200 G_Rec: 0.402 D_GP: 0.024 D_real: 1.069 D_fake: 0.733 (epoch: 192, iters: 7872, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.656 G_ID: 0.172 G_Rec: 0.281 D_GP: 0.027 D_real: 1.297 D_fake: 0.621 (epoch: 192, iters: 8272, time: 0.064) G_GAN: 0.540 G_GAN_Feat: 0.970 G_ID: 0.205 G_Rec: 0.434 D_GP: 0.037 D_real: 1.114 D_fake: 0.504 (epoch: 193, iters: 64, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.708 G_ID: 0.136 G_Rec: 0.291 D_GP: 0.025 D_real: 1.148 D_fake: 0.736 (epoch: 193, iters: 464, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.830 G_ID: 0.208 G_Rec: 0.350 D_GP: 0.026 D_real: 1.205 D_fake: 0.514 (epoch: 193, iters: 864, time: 0.064) G_GAN: 0.207 G_GAN_Feat: 0.630 G_ID: 0.137 G_Rec: 0.307 D_GP: 0.020 D_real: 1.211 D_fake: 0.794 (epoch: 193, iters: 1264, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.794 G_ID: 0.195 G_Rec: 0.391 D_GP: 0.024 D_real: 1.067 D_fake: 0.689 (epoch: 193, iters: 1664, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.664 G_ID: 0.130 G_Rec: 0.312 D_GP: 0.029 D_real: 1.048 D_fake: 0.855 (epoch: 193, iters: 2064, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.869 G_ID: 0.180 G_Rec: 0.404 D_GP: 0.034 D_real: 0.943 D_fake: 0.634 (epoch: 193, iters: 2464, time: 0.064) G_GAN: -0.166 G_GAN_Feat: 0.827 G_ID: 0.157 G_Rec: 0.367 D_GP: 0.051 D_real: 0.430 D_fake: 1.168 (epoch: 193, iters: 2864, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.951 G_ID: 0.192 G_Rec: 0.383 D_GP: 0.057 D_real: 0.758 D_fake: 0.723 (epoch: 193, iters: 3264, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 1.028 G_ID: 0.157 G_Rec: 0.322 D_GP: 0.047 D_real: 0.404 D_fake: 0.711 (epoch: 193, iters: 3664, time: 0.064) G_GAN: 0.665 G_GAN_Feat: 0.891 G_ID: 0.192 G_Rec: 0.399 D_GP: 0.030 D_real: 1.254 D_fake: 0.347 (epoch: 193, iters: 4064, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.757 G_ID: 0.136 G_Rec: 0.333 D_GP: 0.035 D_real: 0.960 D_fake: 0.769 (epoch: 193, iters: 4464, time: 0.064) G_GAN: 0.729 G_GAN_Feat: 0.905 G_ID: 0.196 G_Rec: 0.387 D_GP: 0.027 D_real: 1.491 D_fake: 0.299 (epoch: 193, iters: 4864, time: 0.064) G_GAN: -0.100 G_GAN_Feat: 0.749 G_ID: 0.156 G_Rec: 0.331 D_GP: 0.060 D_real: 0.627 D_fake: 1.100 (epoch: 193, iters: 5264, time: 0.064) G_GAN: 0.562 G_GAN_Feat: 0.970 G_ID: 0.180 G_Rec: 0.382 D_GP: 0.096 D_real: 0.826 D_fake: 0.461 (epoch: 193, iters: 5664, time: 0.064) G_GAN: 0.022 G_GAN_Feat: 0.742 G_ID: 0.157 G_Rec: 0.329 D_GP: 0.032 D_real: 0.911 D_fake: 0.978 (epoch: 193, iters: 6064, time: 0.064) G_GAN: 0.579 G_GAN_Feat: 1.055 G_ID: 0.211 G_Rec: 0.417 D_GP: 0.067 D_real: 0.630 D_fake: 0.430 (epoch: 193, iters: 6464, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.966 G_ID: 0.160 G_Rec: 0.373 D_GP: 0.441 D_real: 0.368 D_fake: 0.857 (epoch: 193, iters: 6864, time: 0.064) G_GAN: 0.573 G_GAN_Feat: 1.010 G_ID: 0.185 G_Rec: 0.420 D_GP: 0.074 D_real: 0.889 D_fake: 0.452 (epoch: 193, iters: 7264, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.702 G_ID: 0.141 G_Rec: 0.341 D_GP: 0.022 D_real: 1.289 D_fake: 0.649 (epoch: 193, iters: 7664, time: 0.064) G_GAN: 0.598 G_GAN_Feat: 0.860 G_ID: 0.165 G_Rec: 0.390 D_GP: 0.030 D_real: 1.335 D_fake: 0.420 (epoch: 193, iters: 8064, time: 0.064) G_GAN: 0.152 G_GAN_Feat: 0.715 G_ID: 0.128 G_Rec: 0.298 D_GP: 0.027 D_real: 0.934 D_fake: 0.848 (epoch: 193, iters: 8464, time: 0.064) G_GAN: 0.663 G_GAN_Feat: 0.867 G_ID: 0.176 G_Rec: 0.401 D_GP: 0.023 D_real: 1.396 D_fake: 0.344 (epoch: 194, iters: 256, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.686 G_ID: 0.155 G_Rec: 0.296 D_GP: 0.025 D_real: 1.140 D_fake: 0.800 (epoch: 194, iters: 656, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.951 G_ID: 0.170 G_Rec: 0.381 D_GP: 0.088 D_real: 0.755 D_fake: 0.612 (epoch: 194, iters: 1056, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 0.798 G_ID: 0.154 G_Rec: 0.326 D_GP: 0.090 D_real: 1.117 D_fake: 0.455 (epoch: 194, iters: 1456, time: 0.064) G_GAN: 0.591 G_GAN_Feat: 0.961 G_ID: 0.176 G_Rec: 0.403 D_GP: 0.040 D_real: 1.165 D_fake: 0.424 (epoch: 194, iters: 1856, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.779 G_ID: 0.152 G_Rec: 0.323 D_GP: 0.071 D_real: 0.828 D_fake: 0.824 (epoch: 194, iters: 2256, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.821 G_ID: 0.188 G_Rec: 0.374 D_GP: 0.023 D_real: 1.087 D_fake: 0.620 (epoch: 194, iters: 2656, time: 0.064) G_GAN: 0.070 G_GAN_Feat: 0.754 G_ID: 0.135 G_Rec: 0.310 D_GP: 0.032 D_real: 0.790 D_fake: 0.930 (epoch: 194, iters: 3056, time: 0.064) G_GAN: 0.575 G_GAN_Feat: 0.967 G_ID: 0.170 G_Rec: 0.447 D_GP: 0.043 D_real: 1.133 D_fake: 0.438 (epoch: 194, iters: 3456, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.711 G_ID: 0.137 G_Rec: 0.307 D_GP: 0.029 D_real: 1.206 D_fake: 0.649 (epoch: 194, iters: 3856, time: 0.064) G_GAN: 0.805 G_GAN_Feat: 0.961 G_ID: 0.178 G_Rec: 0.384 D_GP: 0.034 D_real: 1.444 D_fake: 0.251 (epoch: 194, iters: 4256, time: 0.064) G_GAN: 0.103 G_GAN_Feat: 0.832 G_ID: 0.155 G_Rec: 0.319 D_GP: 0.040 D_real: 0.771 D_fake: 0.897 (epoch: 194, iters: 4656, time: 0.064) G_GAN: 0.609 G_GAN_Feat: 0.844 G_ID: 0.168 G_Rec: 0.350 D_GP: 0.032 D_real: 1.291 D_fake: 0.407 (epoch: 194, iters: 5056, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.775 G_ID: 0.134 G_Rec: 0.298 D_GP: 0.038 D_real: 1.144 D_fake: 0.608 (epoch: 194, iters: 5456, time: 0.064) G_GAN: 0.588 G_GAN_Feat: 1.154 G_ID: 0.172 G_Rec: 0.401 D_GP: 0.068 D_real: 0.476 D_fake: 0.425 (epoch: 194, iters: 5856, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.891 G_ID: 0.137 G_Rec: 0.301 D_GP: 0.045 D_real: 0.978 D_fake: 0.572 (epoch: 194, iters: 6256, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 0.832 G_ID: 0.198 G_Rec: 0.421 D_GP: 0.025 D_real: 1.128 D_fake: 0.573 (epoch: 194, iters: 6656, time: 0.064) G_GAN: -0.079 G_GAN_Feat: 0.744 G_ID: 0.162 G_Rec: 0.333 D_GP: 0.050 D_real: 0.686 D_fake: 1.079 (epoch: 194, iters: 7056, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.916 G_ID: 0.191 G_Rec: 0.397 D_GP: 0.046 D_real: 0.839 D_fake: 0.678 (epoch: 194, iters: 7456, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 0.738 G_ID: 0.135 G_Rec: 0.311 D_GP: 0.053 D_real: 0.875 D_fake: 0.927 (epoch: 194, iters: 7856, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 1.008 G_ID: 0.189 G_Rec: 0.414 D_GP: 0.037 D_real: 0.682 D_fake: 0.659 (epoch: 194, iters: 8256, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.632 G_ID: 0.142 G_Rec: 0.268 D_GP: 0.026 D_real: 1.204 D_fake: 0.732 (epoch: 195, iters: 48, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 1.022 G_ID: 0.181 G_Rec: 0.404 D_GP: 0.086 D_real: 0.542 D_fake: 0.732 (epoch: 195, iters: 448, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 0.790 G_ID: 0.159 G_Rec: 0.312 D_GP: 0.034 D_real: 1.196 D_fake: 0.533 (epoch: 195, iters: 848, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 1.128 G_ID: 0.199 G_Rec: 0.418 D_GP: 0.084 D_real: 0.372 D_fake: 0.558 (epoch: 195, iters: 1248, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.783 G_ID: 0.165 G_Rec: 0.338 D_GP: 0.047 D_real: 1.064 D_fake: 0.645 (epoch: 195, iters: 1648, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.997 G_ID: 0.200 G_Rec: 0.398 D_GP: 0.074 D_real: 0.450 D_fake: 0.762 (epoch: 195, iters: 2048, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.667 G_ID: 0.143 G_Rec: 0.316 D_GP: 0.021 D_real: 1.393 D_fake: 0.574 (epoch: 195, iters: 2448, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.892 G_ID: 0.180 G_Rec: 0.418 D_GP: 0.024 D_real: 1.006 D_fake: 0.785 (epoch: 195, iters: 2848, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.746 G_ID: 0.137 G_Rec: 0.295 D_GP: 0.027 D_real: 1.059 D_fake: 0.808 (epoch: 195, iters: 3248, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 0.898 G_ID: 0.185 G_Rec: 0.431 D_GP: 0.022 D_real: 1.198 D_fake: 0.537 (epoch: 195, iters: 3648, time: 0.064) G_GAN: 0.020 G_GAN_Feat: 0.697 G_ID: 0.126 G_Rec: 0.288 D_GP: 0.025 D_real: 0.871 D_fake: 0.980 (epoch: 195, iters: 4048, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.941 G_ID: 0.180 G_Rec: 0.392 D_GP: 0.074 D_real: 0.814 D_fake: 0.559 (epoch: 195, iters: 4448, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.754 G_ID: 0.153 G_Rec: 0.311 D_GP: 0.028 D_real: 1.036 D_fake: 0.823 (epoch: 195, iters: 4848, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.935 G_ID: 0.178 G_Rec: 0.358 D_GP: 0.045 D_real: 0.848 D_fake: 0.577 (epoch: 195, iters: 5248, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.885 G_ID: 0.159 G_Rec: 0.341 D_GP: 0.028 D_real: 0.994 D_fake: 0.670 (epoch: 195, iters: 5648, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 1.153 G_ID: 0.166 G_Rec: 0.399 D_GP: 0.481 D_real: 0.379 D_fake: 0.768 (epoch: 195, iters: 6048, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.642 G_ID: 0.137 G_Rec: 0.350 D_GP: 0.020 D_real: 1.278 D_fake: 0.676 (epoch: 195, iters: 6448, time: 0.064) G_GAN: 0.712 G_GAN_Feat: 1.001 G_ID: 0.192 G_Rec: 0.450 D_GP: 0.054 D_real: 1.007 D_fake: 0.311 (epoch: 195, iters: 6848, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.909 G_ID: 0.140 G_Rec: 0.309 D_GP: 0.037 D_real: 0.472 D_fake: 0.861 (epoch: 195, iters: 7248, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.881 G_ID: 0.168 G_Rec: 0.422 D_GP: 0.033 D_real: 1.044 D_fake: 0.593 (epoch: 195, iters: 7648, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.907 G_ID: 0.147 G_Rec: 0.353 D_GP: 0.198 D_real: 0.858 D_fake: 0.716 (epoch: 195, iters: 8048, time: 0.064) G_GAN: 0.656 G_GAN_Feat: 0.871 G_ID: 0.198 G_Rec: 0.390 D_GP: 0.030 D_real: 1.399 D_fake: 0.380 (epoch: 195, iters: 8448, time: 0.064) G_GAN: 0.135 G_GAN_Feat: 0.703 G_ID: 0.140 G_Rec: 0.275 D_GP: 0.027 D_real: 0.976 D_fake: 0.865 (epoch: 196, iters: 240, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.827 G_ID: 0.195 G_Rec: 0.395 D_GP: 0.030 D_real: 1.175 D_fake: 0.651 (epoch: 196, iters: 640, time: 0.064) G_GAN: -0.215 G_GAN_Feat: 0.917 G_ID: 0.164 G_Rec: 0.363 D_GP: 0.057 D_real: 0.903 D_fake: 1.215 (epoch: 196, iters: 1040, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.923 G_ID: 0.182 G_Rec: 0.418 D_GP: 0.031 D_real: 1.123 D_fake: 0.596 (epoch: 196, iters: 1440, time: 0.064) G_GAN: -0.116 G_GAN_Feat: 0.741 G_ID: 0.131 G_Rec: 0.333 D_GP: 0.110 D_real: 0.654 D_fake: 1.116 (epoch: 196, iters: 1840, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.935 G_ID: 0.194 G_Rec: 0.400 D_GP: 0.031 D_real: 1.093 D_fake: 0.769 (epoch: 196, iters: 2240, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.818 G_ID: 0.118 G_Rec: 0.337 D_GP: 0.054 D_real: 1.179 D_fake: 0.697 (epoch: 196, iters: 2640, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.846 G_ID: 0.180 G_Rec: 0.429 D_GP: 0.026 D_real: 0.956 D_fake: 0.694 (epoch: 196, iters: 3040, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.633 G_ID: 0.137 G_Rec: 0.317 D_GP: 0.024 D_real: 1.079 D_fake: 0.842 (epoch: 196, iters: 3440, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 1.062 G_ID: 0.192 G_Rec: 0.460 D_GP: 0.167 D_real: 0.597 D_fake: 0.732 (epoch: 196, iters: 3840, time: 0.064) G_GAN: -0.087 G_GAN_Feat: 0.767 G_ID: 0.139 G_Rec: 0.333 D_GP: 0.044 D_real: 0.730 D_fake: 1.087 (epoch: 196, iters: 4240, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.780 G_ID: 0.154 G_Rec: 0.384 D_GP: 0.020 D_real: 1.366 D_fake: 0.514 (epoch: 196, iters: 4640, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.744 G_ID: 0.159 G_Rec: 0.316 D_GP: 0.027 D_real: 0.972 D_fake: 0.841 (epoch: 196, iters: 5040, time: 0.064) G_GAN: 0.533 G_GAN_Feat: 0.893 G_ID: 0.179 G_Rec: 0.419 D_GP: 0.026 D_real: 1.285 D_fake: 0.517 (epoch: 196, iters: 5440, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.850 G_ID: 0.139 G_Rec: 0.341 D_GP: 0.057 D_real: 0.727 D_fake: 0.752 (epoch: 196, iters: 5840, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 1.166 G_ID: 0.192 G_Rec: 0.420 D_GP: 0.074 D_real: 0.659 D_fake: 0.616 (epoch: 196, iters: 6240, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.593 G_ID: 0.158 G_Rec: 0.289 D_GP: 0.018 D_real: 1.159 D_fake: 0.787 (epoch: 196, iters: 6640, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.857 G_ID: 0.173 G_Rec: 0.431 D_GP: 0.023 D_real: 0.989 D_fake: 0.726 (epoch: 196, iters: 7040, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 1.115 G_ID: 0.130 G_Rec: 0.378 D_GP: 0.054 D_real: 1.326 D_fake: 0.875 (epoch: 196, iters: 7440, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.805 G_ID: 0.184 G_Rec: 0.404 D_GP: 0.022 D_real: 0.936 D_fake: 0.879 (epoch: 196, iters: 7840, time: 0.064) G_GAN: -0.015 G_GAN_Feat: 0.700 G_ID: 0.139 G_Rec: 0.304 D_GP: 0.037 D_real: 0.829 D_fake: 1.016 (epoch: 196, iters: 8240, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.808 G_ID: 0.190 G_Rec: 0.358 D_GP: 0.035 D_real: 1.111 D_fake: 0.688 (epoch: 197, iters: 32, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.973 G_ID: 0.152 G_Rec: 0.323 D_GP: 0.126 D_real: 1.055 D_fake: 0.755 (epoch: 197, iters: 432, time: 0.064) G_GAN: 0.473 G_GAN_Feat: 0.844 G_ID: 0.221 G_Rec: 0.374 D_GP: 0.023 D_real: 1.237 D_fake: 0.534 (epoch: 197, iters: 832, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.814 G_ID: 0.151 G_Rec: 0.300 D_GP: 0.071 D_real: 0.671 D_fake: 0.805 (epoch: 197, iters: 1232, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.824 G_ID: 0.220 G_Rec: 0.410 D_GP: 0.024 D_real: 1.064 D_fake: 0.673 (epoch: 197, iters: 1632, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 0.668 G_ID: 0.116 G_Rec: 0.333 D_GP: 0.020 D_real: 0.973 D_fake: 0.938 (epoch: 197, iters: 2032, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.863 G_ID: 0.190 G_Rec: 0.388 D_GP: 0.046 D_real: 0.882 D_fake: 0.764 (epoch: 197, iters: 2432, time: 0.064) G_GAN: 0.023 G_GAN_Feat: 0.827 G_ID: 0.146 G_Rec: 0.332 D_GP: 0.145 D_real: 0.507 D_fake: 0.977 (epoch: 197, iters: 2832, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.968 G_ID: 0.185 G_Rec: 0.427 D_GP: 0.033 D_real: 0.836 D_fake: 0.701 (epoch: 197, iters: 3232, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 0.655 G_ID: 0.129 G_Rec: 0.354 D_GP: 0.028 D_real: 1.331 D_fake: 0.563 (epoch: 197, iters: 3632, time: 0.064) G_GAN: 0.622 G_GAN_Feat: 1.025 G_ID: 0.206 G_Rec: 0.414 D_GP: 0.058 D_real: 0.803 D_fake: 0.402 (epoch: 197, iters: 4032, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.744 G_ID: 0.146 G_Rec: 0.308 D_GP: 0.025 D_real: 1.326 D_fake: 0.582 (epoch: 197, iters: 4432, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.924 G_ID: 0.184 G_Rec: 0.413 D_GP: 0.027 D_real: 0.996 D_fake: 0.684 (epoch: 197, iters: 4832, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.712 G_ID: 0.129 G_Rec: 0.312 D_GP: 0.027 D_real: 1.289 D_fake: 0.617 (epoch: 197, iters: 5232, time: 0.064) G_GAN: 0.691 G_GAN_Feat: 0.862 G_ID: 0.203 G_Rec: 0.380 D_GP: 0.027 D_real: 1.338 D_fake: 0.347 (epoch: 197, iters: 5632, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 0.677 G_ID: 0.168 G_Rec: 0.350 D_GP: 0.030 D_real: 1.035 D_fake: 0.844 (epoch: 197, iters: 6032, time: 0.064) G_GAN: 0.700 G_GAN_Feat: 0.786 G_ID: 0.179 G_Rec: 0.381 D_GP: 0.025 D_real: 1.423 D_fake: 0.349 (epoch: 197, iters: 6432, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.674 G_ID: 0.129 G_Rec: 0.314 D_GP: 0.020 D_real: 1.254 D_fake: 0.658 (epoch: 197, iters: 6832, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.787 G_ID: 0.211 G_Rec: 0.420 D_GP: 0.033 D_real: 0.888 D_fake: 0.866 (epoch: 197, iters: 7232, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.682 G_ID: 0.136 G_Rec: 0.305 D_GP: 0.043 D_real: 1.130 D_fake: 0.743 (epoch: 197, iters: 7632, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.959 G_ID: 0.187 G_Rec: 0.402 D_GP: 0.159 D_real: 0.802 D_fake: 0.598 (epoch: 197, iters: 8032, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.810 G_ID: 0.152 G_Rec: 0.321 D_GP: 0.043 D_real: 0.793 D_fake: 0.879 (epoch: 197, iters: 8432, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.962 G_ID: 0.238 G_Rec: 0.389 D_GP: 0.043 D_real: 0.778 D_fake: 0.605 (epoch: 198, iters: 224, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 0.866 G_ID: 0.128 G_Rec: 0.343 D_GP: 0.052 D_real: 0.672 D_fake: 0.921 (epoch: 198, iters: 624, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.873 G_ID: 0.184 G_Rec: 0.393 D_GP: 0.035 D_real: 0.705 D_fake: 0.964 (epoch: 198, iters: 1024, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.953 G_ID: 0.124 G_Rec: 0.365 D_GP: 0.980 D_real: 0.376 D_fake: 0.885 (epoch: 198, iters: 1424, time: 0.064) G_GAN: 0.545 G_GAN_Feat: 0.777 G_ID: 0.170 G_Rec: 0.363 D_GP: 0.021 D_real: 1.330 D_fake: 0.460 (epoch: 198, iters: 1824, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.633 G_ID: 0.121 G_Rec: 0.278 D_GP: 0.028 D_real: 1.307 D_fake: 0.601 (epoch: 198, iters: 2224, time: 0.064) G_GAN: 0.444 G_GAN_Feat: 0.824 G_ID: 0.182 G_Rec: 0.369 D_GP: 0.035 D_real: 1.177 D_fake: 0.557 (epoch: 198, iters: 2624, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 0.765 G_ID: 0.144 G_Rec: 0.304 D_GP: 0.098 D_real: 1.102 D_fake: 0.586 (epoch: 198, iters: 3024, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 1.047 G_ID: 0.176 G_Rec: 0.426 D_GP: 0.162 D_real: 0.896 D_fake: 0.634 (epoch: 198, iters: 3424, time: 0.064) G_GAN: -0.074 G_GAN_Feat: 0.803 G_ID: 0.121 G_Rec: 0.377 D_GP: 0.024 D_real: 0.800 D_fake: 1.074 (epoch: 198, iters: 3824, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 1.107 G_ID: 0.176 G_Rec: 0.391 D_GP: 0.246 D_real: 0.369 D_fake: 0.576 (epoch: 198, iters: 4224, time: 0.064) G_GAN: 0.133 G_GAN_Feat: 0.746 G_ID: 0.132 G_Rec: 0.314 D_GP: 0.029 D_real: 1.013 D_fake: 0.867 (epoch: 198, iters: 4624, time: 0.064) G_GAN: 0.563 G_GAN_Feat: 0.974 G_ID: 0.207 G_Rec: 0.408 D_GP: 0.031 D_real: 1.174 D_fake: 0.443 (epoch: 198, iters: 5024, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.671 G_ID: 0.130 G_Rec: 0.298 D_GP: 0.021 D_real: 1.173 D_fake: 0.761 (epoch: 198, iters: 5424, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.895 G_ID: 0.199 G_Rec: 0.437 D_GP: 0.080 D_real: 0.829 D_fake: 0.750 (epoch: 198, iters: 5824, time: 0.064) G_GAN: 0.060 G_GAN_Feat: 0.742 G_ID: 0.115 G_Rec: 0.305 D_GP: 0.052 D_real: 0.847 D_fake: 0.940 (epoch: 198, iters: 6224, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.807 G_ID: 0.161 G_Rec: 0.375 D_GP: 0.023 D_real: 1.242 D_fake: 0.489 (epoch: 198, iters: 6624, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.683 G_ID: 0.137 G_Rec: 0.305 D_GP: 0.023 D_real: 1.110 D_fake: 0.782 (epoch: 198, iters: 7024, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.869 G_ID: 0.191 G_Rec: 0.388 D_GP: 0.024 D_real: 1.021 D_fake: 0.733 (epoch: 198, iters: 7424, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.847 G_ID: 0.140 G_Rec: 0.297 D_GP: 0.050 D_real: 0.775 D_fake: 0.684 (epoch: 198, iters: 7824, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.768 G_ID: 0.190 G_Rec: 0.401 D_GP: 0.022 D_real: 1.049 D_fake: 0.735 (epoch: 198, iters: 8224, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.586 G_ID: 0.134 G_Rec: 0.313 D_GP: 0.021 D_real: 1.250 D_fake: 0.755 (epoch: 199, iters: 16, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.712 G_ID: 0.163 G_Rec: 0.360 D_GP: 0.022 D_real: 1.104 D_fake: 0.749 (epoch: 199, iters: 416, time: 0.064) G_GAN: 0.058 G_GAN_Feat: 0.619 G_ID: 0.198 G_Rec: 0.307 D_GP: 0.025 D_real: 1.056 D_fake: 0.942 (epoch: 199, iters: 816, time: 0.064) G_GAN: 0.608 G_GAN_Feat: 0.807 G_ID: 0.166 G_Rec: 0.416 D_GP: 0.021 D_real: 1.313 D_fake: 0.423 (epoch: 199, iters: 1216, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.747 G_ID: 0.117 G_Rec: 0.288 D_GP: 0.030 D_real: 1.139 D_fake: 0.779 (epoch: 199, iters: 1616, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.884 G_ID: 0.188 G_Rec: 0.433 D_GP: 0.029 D_real: 0.988 D_fake: 0.747 (epoch: 199, iters: 2016, time: 0.064) G_GAN: 0.146 G_GAN_Feat: 0.788 G_ID: 0.162 G_Rec: 0.307 D_GP: 0.049 D_real: 0.703 D_fake: 0.854 (epoch: 199, iters: 2416, time: 0.064) G_GAN: 0.462 G_GAN_Feat: 0.714 G_ID: 0.195 G_Rec: 0.364 D_GP: 0.021 D_real: 1.217 D_fake: 0.539 (epoch: 199, iters: 2816, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.628 G_ID: 0.136 G_Rec: 0.297 D_GP: 0.030 D_real: 1.049 D_fake: 0.947 (epoch: 199, iters: 3216, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.793 G_ID: 0.188 G_Rec: 0.400 D_GP: 0.027 D_real: 1.076 D_fake: 0.718 (epoch: 199, iters: 3616, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.767 G_ID: 0.143 G_Rec: 0.349 D_GP: 0.040 D_real: 1.246 D_fake: 0.568 (epoch: 199, iters: 4016, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.855 G_ID: 0.182 G_Rec: 0.385 D_GP: 0.029 D_real: 0.842 D_fake: 0.833 (epoch: 199, iters: 4416, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.717 G_ID: 0.136 G_Rec: 0.311 D_GP: 0.044 D_real: 1.147 D_fake: 0.720 (epoch: 199, iters: 4816, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 1.011 G_ID: 0.185 G_Rec: 0.422 D_GP: 0.052 D_real: 0.899 D_fake: 0.527 (epoch: 199, iters: 5216, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.730 G_ID: 0.128 G_Rec: 0.307 D_GP: 0.028 D_real: 1.075 D_fake: 0.751 (epoch: 199, iters: 5616, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.830 G_ID: 0.180 G_Rec: 0.400 D_GP: 0.020 D_real: 1.123 D_fake: 0.603 (epoch: 199, iters: 6016, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.602 G_ID: 0.133 G_Rec: 0.278 D_GP: 0.022 D_real: 1.254 D_fake: 0.688 (epoch: 199, iters: 6416, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.809 G_ID: 0.193 G_Rec: 0.396 D_GP: 0.036 D_real: 1.038 D_fake: 0.670 (epoch: 199, iters: 6816, time: 0.064) G_GAN: 0.133 G_GAN_Feat: 0.749 G_ID: 0.138 G_Rec: 0.305 D_GP: 0.054 D_real: 1.007 D_fake: 0.867 (epoch: 199, iters: 7216, time: 0.064) G_GAN: 0.553 G_GAN_Feat: 0.837 G_ID: 0.205 G_Rec: 0.388 D_GP: 0.020 D_real: 1.287 D_fake: 0.456 (epoch: 199, iters: 7616, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.701 G_ID: 0.128 G_Rec: 0.308 D_GP: 0.038 D_real: 1.019 D_fake: 0.882 (epoch: 199, iters: 8016, time: 0.064) G_GAN: 0.615 G_GAN_Feat: 1.115 G_ID: 0.191 G_Rec: 0.451 D_GP: 0.090 D_real: 0.596 D_fake: 0.407 (epoch: 199, iters: 8416, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 0.685 G_ID: 0.140 G_Rec: 0.313 D_GP: 0.022 D_real: 1.228 D_fake: 0.709 (epoch: 200, iters: 208, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 1.043 G_ID: 0.197 G_Rec: 0.411 D_GP: 0.054 D_real: 0.665 D_fake: 0.438 (epoch: 200, iters: 608, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.598 G_ID: 0.137 G_Rec: 0.277 D_GP: 0.021 D_real: 1.199 D_fake: 0.764 (epoch: 200, iters: 1008, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.796 G_ID: 0.209 G_Rec: 0.388 D_GP: 0.027 D_real: 1.000 D_fake: 0.723 (epoch: 200, iters: 1408, time: 0.064) G_GAN: 0.014 G_GAN_Feat: 0.772 G_ID: 0.142 G_Rec: 0.338 D_GP: 0.053 D_real: 0.666 D_fake: 0.987 (epoch: 200, iters: 1808, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.997 G_ID: 0.189 G_Rec: 0.450 D_GP: 0.083 D_real: 0.664 D_fake: 0.575 (epoch: 200, iters: 2208, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.856 G_ID: 0.145 G_Rec: 0.312 D_GP: 0.061 D_real: 0.683 D_fake: 0.697 (epoch: 200, iters: 2608, time: 0.064) G_GAN: 0.444 G_GAN_Feat: 0.866 G_ID: 0.183 G_Rec: 0.398 D_GP: 0.026 D_real: 1.174 D_fake: 0.567 (epoch: 200, iters: 3008, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.693 G_ID: 0.126 G_Rec: 0.308 D_GP: 0.024 D_real: 0.956 D_fake: 0.918 (epoch: 200, iters: 3408, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.992 G_ID: 0.183 G_Rec: 0.435 D_GP: 0.072 D_real: 0.699 D_fake: 0.727 (epoch: 200, iters: 3808, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.734 G_ID: 0.148 G_Rec: 0.291 D_GP: 0.025 D_real: 1.273 D_fake: 0.595 (epoch: 200, iters: 4208, time: 0.064) G_GAN: 0.550 G_GAN_Feat: 0.900 G_ID: 0.188 G_Rec: 0.421 D_GP: 0.030 D_real: 1.239 D_fake: 0.465 (epoch: 200, iters: 4608, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 1.008 G_ID: 0.149 G_Rec: 0.322 D_GP: 0.214 D_real: 0.368 D_fake: 0.732 (epoch: 200, iters: 5008, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 0.969 G_ID: 0.193 G_Rec: 0.485 D_GP: 0.025 D_real: 1.216 D_fake: 0.453 (epoch: 200, iters: 5408, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.648 G_ID: 0.128 G_Rec: 0.310 D_GP: 0.026 D_real: 1.082 D_fake: 0.888 (epoch: 200, iters: 5808, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 0.784 G_ID: 0.189 G_Rec: 0.376 D_GP: 0.029 D_real: 1.253 D_fake: 0.567 (epoch: 200, iters: 6208, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.718 G_ID: 0.125 G_Rec: 0.323 D_GP: 0.038 D_real: 0.946 D_fake: 0.783 (epoch: 200, iters: 6608, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 1.081 G_ID: 0.190 G_Rec: 0.442 D_GP: 0.061 D_real: 0.627 D_fake: 0.594 (epoch: 200, iters: 7008, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.777 G_ID: 0.152 G_Rec: 0.339 D_GP: 0.031 D_real: 0.959 D_fake: 0.947 (epoch: 200, iters: 7408, time: 0.064) G_GAN: 0.512 G_GAN_Feat: 0.910 G_ID: 0.166 G_Rec: 0.411 D_GP: 0.037 D_real: 1.197 D_fake: 0.493 (epoch: 200, iters: 7808, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.676 G_ID: 0.144 G_Rec: 0.283 D_GP: 0.025 D_real: 1.123 D_fake: 0.741 (epoch: 200, iters: 8208, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.860 G_ID: 0.184 G_Rec: 0.391 D_GP: 0.023 D_real: 1.351 D_fake: 0.394 (epoch: 200, iters: 8608, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.798 G_ID: 0.133 G_Rec: 0.322 D_GP: 0.026 D_real: 1.020 D_fake: 0.697 (epoch: 201, iters: 400, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.898 G_ID: 0.174 G_Rec: 0.368 D_GP: 0.033 D_real: 0.942 D_fake: 0.575 (epoch: 201, iters: 800, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.745 G_ID: 0.141 G_Rec: 0.308 D_GP: 0.029 D_real: 1.020 D_fake: 0.725 (epoch: 201, iters: 1200, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 1.131 G_ID: 0.170 G_Rec: 0.414 D_GP: 0.209 D_real: 0.425 D_fake: 0.489 (epoch: 201, iters: 1600, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.775 G_ID: 0.132 G_Rec: 0.301 D_GP: 0.027 D_real: 1.152 D_fake: 0.713 (epoch: 201, iters: 2000, time: 0.064) G_GAN: 0.602 G_GAN_Feat: 0.732 G_ID: 0.166 G_Rec: 0.387 D_GP: 0.020 D_real: 1.479 D_fake: 0.423 (epoch: 201, iters: 2400, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.649 G_ID: 0.147 G_Rec: 0.306 D_GP: 0.020 D_real: 1.026 D_fake: 0.882 (epoch: 201, iters: 2800, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.796 G_ID: 0.194 G_Rec: 0.391 D_GP: 0.027 D_real: 1.161 D_fake: 0.556 (epoch: 201, iters: 3200, time: 0.064) G_GAN: 0.089 G_GAN_Feat: 0.625 G_ID: 0.138 G_Rec: 0.281 D_GP: 0.025 D_real: 1.016 D_fake: 0.914 (epoch: 201, iters: 3600, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.970 G_ID: 0.165 G_Rec: 0.402 D_GP: 0.085 D_real: 0.571 D_fake: 0.756 (epoch: 201, iters: 4000, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.649 G_ID: 0.142 G_Rec: 0.268 D_GP: 0.028 D_real: 1.034 D_fake: 0.856 (epoch: 201, iters: 4400, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.977 G_ID: 0.199 G_Rec: 0.449 D_GP: 0.033 D_real: 0.995 D_fake: 0.535 (epoch: 201, iters: 4800, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 0.690 G_ID: 0.136 G_Rec: 0.296 D_GP: 0.026 D_real: 1.061 D_fake: 0.921 (epoch: 201, iters: 5200, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.950 G_ID: 0.179 G_Rec: 0.406 D_GP: 0.027 D_real: 1.081 D_fake: 0.486 (epoch: 201, iters: 5600, time: 0.064) G_GAN: 0.075 G_GAN_Feat: 0.920 G_ID: 0.141 G_Rec: 0.321 D_GP: 0.104 D_real: 0.559 D_fake: 0.925 (epoch: 201, iters: 6000, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 0.813 G_ID: 0.166 G_Rec: 0.369 D_GP: 0.020 D_real: 1.220 D_fake: 0.591 (epoch: 201, iters: 6400, time: 0.064) G_GAN: -0.013 G_GAN_Feat: 0.845 G_ID: 0.136 G_Rec: 0.302 D_GP: 0.116 D_real: 0.501 D_fake: 1.013 (epoch: 201, iters: 6800, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 0.863 G_ID: 0.172 G_Rec: 0.405 D_GP: 0.023 D_real: 1.341 D_fake: 0.430 (epoch: 201, iters: 7200, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.706 G_ID: 0.133 G_Rec: 0.293 D_GP: 0.025 D_real: 1.230 D_fake: 0.632 (epoch: 201, iters: 7600, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.857 G_ID: 0.193 G_Rec: 0.397 D_GP: 0.028 D_real: 1.075 D_fake: 0.550 (epoch: 201, iters: 8000, time: 0.064) G_GAN: 0.635 G_GAN_Feat: 0.964 G_ID: 0.126 G_Rec: 0.325 D_GP: 0.037 D_real: 1.354 D_fake: 0.528 (epoch: 201, iters: 8400, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.789 G_ID: 0.195 G_Rec: 0.401 D_GP: 0.026 D_real: 1.257 D_fake: 0.525 (epoch: 202, iters: 192, time: 0.064) G_GAN: 0.097 G_GAN_Feat: 0.551 G_ID: 0.139 G_Rec: 0.345 D_GP: 0.017 D_real: 1.048 D_fake: 0.903 (epoch: 202, iters: 592, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.679 G_ID: 0.176 G_Rec: 0.337 D_GP: 0.023 D_real: 1.172 D_fake: 0.672 (epoch: 202, iters: 992, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.602 G_ID: 0.154 G_Rec: 0.307 D_GP: 0.024 D_real: 1.023 D_fake: 0.845 (epoch: 202, iters: 1392, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.773 G_ID: 0.181 G_Rec: 0.382 D_GP: 0.026 D_real: 0.926 D_fake: 0.840 (epoch: 202, iters: 1792, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.617 G_ID: 0.126 G_Rec: 0.289 D_GP: 0.024 D_real: 1.005 D_fake: 0.859 (epoch: 202, iters: 2192, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.927 G_ID: 0.178 G_Rec: 0.429 D_GP: 0.116 D_real: 0.768 D_fake: 0.654 (epoch: 202, iters: 2592, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.637 G_ID: 0.133 G_Rec: 0.337 D_GP: 0.020 D_real: 1.242 D_fake: 0.704 (epoch: 202, iters: 2992, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.915 G_ID: 0.183 G_Rec: 0.474 D_GP: 0.026 D_real: 1.348 D_fake: 0.480 (epoch: 202, iters: 3392, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.593 G_ID: 0.137 G_Rec: 0.304 D_GP: 0.021 D_real: 1.242 D_fake: 0.717 (epoch: 202, iters: 3792, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.842 G_ID: 0.189 G_Rec: 0.380 D_GP: 0.044 D_real: 1.040 D_fake: 0.550 (epoch: 202, iters: 4192, time: 0.064) G_GAN: -0.026 G_GAN_Feat: 0.750 G_ID: 0.150 G_Rec: 0.312 D_GP: 0.069 D_real: 0.667 D_fake: 1.026 (epoch: 202, iters: 4592, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 1.014 G_ID: 0.183 G_Rec: 0.443 D_GP: 0.517 D_real: 0.659 D_fake: 0.592 (epoch: 202, iters: 4992, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.745 G_ID: 0.139 G_Rec: 0.335 D_GP: 0.036 D_real: 0.963 D_fake: 0.822 (epoch: 202, iters: 5392, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.866 G_ID: 0.177 G_Rec: 0.399 D_GP: 0.023 D_real: 1.024 D_fake: 0.672 (epoch: 202, iters: 5792, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.885 G_ID: 0.118 G_Rec: 0.324 D_GP: 0.453 D_real: 0.587 D_fake: 0.684 (epoch: 202, iters: 6192, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.859 G_ID: 0.192 G_Rec: 0.389 D_GP: 0.034 D_real: 1.080 D_fake: 0.596 (epoch: 202, iters: 6592, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.703 G_ID: 0.127 G_Rec: 0.286 D_GP: 0.040 D_real: 1.199 D_fake: 0.581 (epoch: 202, iters: 6992, time: 0.064) G_GAN: -0.206 G_GAN_Feat: 1.055 G_ID: 0.224 G_Rec: 0.423 D_GP: 0.113 D_real: 0.079 D_fake: 1.206 (epoch: 202, iters: 7392, time: 0.064) G_GAN: 0.067 G_GAN_Feat: 0.848 G_ID: 0.170 G_Rec: 0.308 D_GP: 0.030 D_real: 0.723 D_fake: 0.933 (epoch: 202, iters: 7792, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.840 G_ID: 0.172 G_Rec: 0.368 D_GP: 0.024 D_real: 1.134 D_fake: 0.628 (epoch: 202, iters: 8192, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.763 G_ID: 0.137 G_Rec: 0.316 D_GP: 0.045 D_real: 0.908 D_fake: 0.760 (epoch: 202, iters: 8592, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 1.020 G_ID: 0.174 G_Rec: 0.399 D_GP: 0.052 D_real: 0.968 D_fake: 0.727 (epoch: 203, iters: 384, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.914 G_ID: 0.131 G_Rec: 0.365 D_GP: 0.033 D_real: 0.498 D_fake: 0.810 (epoch: 203, iters: 784, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.923 G_ID: 0.153 G_Rec: 0.367 D_GP: 0.072 D_real: 0.959 D_fake: 0.498 (epoch: 203, iters: 1184, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.759 G_ID: 0.138 G_Rec: 0.328 D_GP: 0.031 D_real: 1.097 D_fake: 0.733 (epoch: 203, iters: 1584, time: 0.064) G_GAN: 0.693 G_GAN_Feat: 0.821 G_ID: 0.169 G_Rec: 0.370 D_GP: 0.022 D_real: 1.442 D_fake: 0.322 (epoch: 203, iters: 1984, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.647 G_ID: 0.138 G_Rec: 0.280 D_GP: 0.024 D_real: 1.229 D_fake: 0.660 (epoch: 203, iters: 2384, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 0.861 G_ID: 0.183 G_Rec: 0.387 D_GP: 0.022 D_real: 1.161 D_fake: 0.564 (epoch: 203, iters: 2784, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.850 G_ID: 0.119 G_Rec: 0.327 D_GP: 0.077 D_real: 0.649 D_fake: 0.659 (epoch: 203, iters: 3184, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 1.064 G_ID: 0.216 G_Rec: 0.419 D_GP: 0.048 D_real: 0.579 D_fake: 0.533 (epoch: 203, iters: 3584, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.699 G_ID: 0.116 G_Rec: 0.321 D_GP: 0.021 D_real: 1.356 D_fake: 0.550 (epoch: 203, iters: 3984, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.914 G_ID: 0.204 G_Rec: 0.436 D_GP: 0.033 D_real: 0.904 D_fake: 0.769 (epoch: 203, iters: 4384, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 0.640 G_ID: 0.127 G_Rec: 0.361 D_GP: 0.021 D_real: 1.214 D_fake: 0.710 (epoch: 203, iters: 4784, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.924 G_ID: 0.196 G_Rec: 0.445 D_GP: 0.052 D_real: 0.802 D_fake: 0.650 (epoch: 203, iters: 5184, time: 0.064) G_GAN: 0.045 G_GAN_Feat: 0.778 G_ID: 0.133 G_Rec: 0.291 D_GP: 0.065 D_real: 0.618 D_fake: 0.956 (epoch: 203, iters: 5584, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 1.057 G_ID: 0.197 G_Rec: 0.475 D_GP: 0.046 D_real: 0.753 D_fake: 0.526 (epoch: 203, iters: 5984, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 0.576 G_ID: 0.141 G_Rec: 0.314 D_GP: 0.018 D_real: 1.503 D_fake: 0.513 (epoch: 203, iters: 6384, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.814 G_ID: 0.221 G_Rec: 0.447 D_GP: 0.022 D_real: 1.048 D_fake: 0.636 (epoch: 203, iters: 6784, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.623 G_ID: 0.136 G_Rec: 0.312 D_GP: 0.022 D_real: 1.182 D_fake: 0.777 (epoch: 203, iters: 7184, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.697 G_ID: 0.176 G_Rec: 0.403 D_GP: 0.022 D_real: 1.184 D_fake: 0.551 (epoch: 203, iters: 7584, time: 0.064) G_GAN: 0.013 G_GAN_Feat: 0.624 G_ID: 0.194 G_Rec: 0.319 D_GP: 0.027 D_real: 0.939 D_fake: 0.988 (epoch: 203, iters: 7984, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.788 G_ID: 0.192 G_Rec: 0.384 D_GP: 0.022 D_real: 1.114 D_fake: 0.728 (epoch: 203, iters: 8384, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.552 G_ID: 0.138 G_Rec: 0.285 D_GP: 0.020 D_real: 1.219 D_fake: 0.728 (epoch: 204, iters: 176, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.803 G_ID: 0.183 G_Rec: 0.399 D_GP: 0.026 D_real: 1.202 D_fake: 0.491 (epoch: 204, iters: 576, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.647 G_ID: 0.124 G_Rec: 0.306 D_GP: 0.045 D_real: 1.149 D_fake: 0.760 (epoch: 204, iters: 976, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.828 G_ID: 0.221 G_Rec: 0.402 D_GP: 0.023 D_real: 0.999 D_fake: 0.766 (epoch: 204, iters: 1376, time: 0.064) G_GAN: 0.124 G_GAN_Feat: 0.661 G_ID: 0.137 G_Rec: 0.313 D_GP: 0.042 D_real: 1.022 D_fake: 0.876 (epoch: 204, iters: 1776, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.783 G_ID: 0.239 G_Rec: 0.404 D_GP: 0.028 D_real: 1.106 D_fake: 0.671 (epoch: 204, iters: 2176, time: 0.064) G_GAN: 0.110 G_GAN_Feat: 0.705 G_ID: 0.144 G_Rec: 0.309 D_GP: 0.064 D_real: 1.002 D_fake: 0.890 (epoch: 204, iters: 2576, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.865 G_ID: 0.179 G_Rec: 0.405 D_GP: 0.035 D_real: 1.060 D_fake: 0.662 (epoch: 204, iters: 2976, time: 0.064) G_GAN: -0.006 G_GAN_Feat: 0.838 G_ID: 0.124 G_Rec: 0.364 D_GP: 0.108 D_real: 0.773 D_fake: 1.007 (epoch: 204, iters: 3376, time: 0.064) G_GAN: 0.656 G_GAN_Feat: 0.855 G_ID: 0.168 G_Rec: 0.418 D_GP: 0.030 D_real: 1.312 D_fake: 0.373 (epoch: 204, iters: 3776, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.668 G_ID: 0.144 G_Rec: 0.296 D_GP: 0.021 D_real: 1.192 D_fake: 0.737 (epoch: 204, iters: 4176, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.743 G_ID: 0.166 G_Rec: 0.358 D_GP: 0.026 D_real: 1.068 D_fake: 0.656 (epoch: 204, iters: 4576, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.689 G_ID: 0.126 G_Rec: 0.293 D_GP: 0.027 D_real: 1.165 D_fake: 0.636 (epoch: 204, iters: 4976, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.727 G_ID: 0.181 G_Rec: 0.371 D_GP: 0.023 D_real: 1.170 D_fake: 0.612 (epoch: 204, iters: 5376, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.639 G_ID: 0.122 G_Rec: 0.287 D_GP: 0.025 D_real: 1.289 D_fake: 0.631 (epoch: 204, iters: 5776, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.799 G_ID: 0.212 G_Rec: 0.412 D_GP: 0.025 D_real: 1.150 D_fake: 0.658 (epoch: 204, iters: 6176, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 0.734 G_ID: 0.141 G_Rec: 0.325 D_GP: 0.033 D_real: 0.883 D_fake: 0.927 (epoch: 204, iters: 6576, time: 0.064) G_GAN: 0.473 G_GAN_Feat: 0.809 G_ID: 0.194 G_Rec: 0.395 D_GP: 0.023 D_real: 1.271 D_fake: 0.530 (epoch: 204, iters: 6976, time: 0.064) G_GAN: 0.493 G_GAN_Feat: 0.612 G_ID: 0.145 G_Rec: 0.269 D_GP: 0.025 D_real: 1.408 D_fake: 0.509 (epoch: 204, iters: 7376, time: 0.064) G_GAN: 0.694 G_GAN_Feat: 0.911 G_ID: 0.173 G_Rec: 0.465 D_GP: 0.028 D_real: 1.416 D_fake: 0.329 (epoch: 204, iters: 7776, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 0.802 G_ID: 0.143 G_Rec: 0.316 D_GP: 0.039 D_real: 1.153 D_fake: 0.564 (epoch: 204, iters: 8176, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 0.817 G_ID: 0.160 G_Rec: 0.395 D_GP: 0.020 D_real: 1.343 D_fake: 0.431 (epoch: 204, iters: 8576, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.657 G_ID: 0.141 G_Rec: 0.308 D_GP: 0.029 D_real: 1.057 D_fake: 0.798 (epoch: 205, iters: 368, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.954 G_ID: 0.154 G_Rec: 0.459 D_GP: 0.041 D_real: 0.876 D_fake: 0.624 (epoch: 205, iters: 768, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.764 G_ID: 0.123 G_Rec: 0.348 D_GP: 0.033 D_real: 1.044 D_fake: 0.730 (epoch: 205, iters: 1168, time: 0.064) G_GAN: 0.547 G_GAN_Feat: 1.158 G_ID: 0.173 G_Rec: 0.462 D_GP: 0.134 D_real: 1.037 D_fake: 0.471 (epoch: 205, iters: 1568, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.710 G_ID: 0.134 G_Rec: 0.296 D_GP: 0.029 D_real: 1.250 D_fake: 0.653 (epoch: 205, iters: 1968, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.951 G_ID: 0.154 G_Rec: 0.415 D_GP: 0.044 D_real: 0.848 D_fake: 0.591 (epoch: 205, iters: 2368, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.725 G_ID: 0.125 G_Rec: 0.317 D_GP: 0.037 D_real: 1.121 D_fake: 0.681 (epoch: 205, iters: 2768, time: 0.064) G_GAN: 0.865 G_GAN_Feat: 0.880 G_ID: 0.175 G_Rec: 0.375 D_GP: 0.029 D_real: 1.547 D_fake: 0.206 (epoch: 205, iters: 3168, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.771 G_ID: 0.124 G_Rec: 0.320 D_GP: 0.035 D_real: 1.136 D_fake: 0.662 (epoch: 205, iters: 3568, time: 0.064) G_GAN: 0.864 G_GAN_Feat: 1.269 G_ID: 0.172 G_Rec: 0.440 D_GP: 0.133 D_real: 0.624 D_fake: 0.254 (epoch: 205, iters: 3968, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.737 G_ID: 0.143 G_Rec: 0.327 D_GP: 0.023 D_real: 1.325 D_fake: 0.590 (epoch: 205, iters: 4368, time: 0.064) G_GAN: 0.444 G_GAN_Feat: 1.039 G_ID: 0.188 G_Rec: 0.402 D_GP: 0.028 D_real: 0.778 D_fake: 0.561 (epoch: 205, iters: 4768, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.617 G_ID: 0.117 G_Rec: 0.288 D_GP: 0.023 D_real: 1.318 D_fake: 0.619 (epoch: 205, iters: 5168, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.892 G_ID: 0.181 G_Rec: 0.456 D_GP: 0.035 D_real: 1.023 D_fake: 0.617 (epoch: 205, iters: 5568, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.676 G_ID: 0.131 G_Rec: 0.307 D_GP: 0.033 D_real: 1.099 D_fake: 0.718 (epoch: 205, iters: 5968, time: 0.064) G_GAN: 0.396 G_GAN_Feat: 0.856 G_ID: 0.167 G_Rec: 0.445 D_GP: 0.026 D_real: 1.003 D_fake: 0.608 (epoch: 205, iters: 6368, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.608 G_ID: 0.149 G_Rec: 0.270 D_GP: 0.023 D_real: 1.137 D_fake: 0.797 (epoch: 205, iters: 6768, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 1.003 G_ID: 0.175 G_Rec: 0.406 D_GP: 0.048 D_real: 0.760 D_fake: 0.652 (epoch: 205, iters: 7168, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.696 G_ID: 0.144 G_Rec: 0.280 D_GP: 0.022 D_real: 1.067 D_fake: 0.768 (epoch: 205, iters: 7568, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 1.145 G_ID: 0.173 G_Rec: 0.439 D_GP: 0.106 D_real: 0.507 D_fake: 0.526 (epoch: 205, iters: 7968, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.743 G_ID: 0.148 G_Rec: 0.317 D_GP: 0.020 D_real: 0.997 D_fake: 0.881 (epoch: 205, iters: 8368, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 1.257 G_ID: 0.207 G_Rec: 0.499 D_GP: 0.362 D_real: 0.349 D_fake: 0.502 (epoch: 206, iters: 160, time: 0.064) G_GAN: 0.098 G_GAN_Feat: 0.752 G_ID: 0.137 G_Rec: 0.374 D_GP: 0.035 D_real: 0.779 D_fake: 0.902 (epoch: 206, iters: 560, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.921 G_ID: 0.209 G_Rec: 0.427 D_GP: 0.024 D_real: 1.107 D_fake: 0.528 (epoch: 206, iters: 960, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.673 G_ID: 0.172 G_Rec: 0.279 D_GP: 0.029 D_real: 1.174 D_fake: 0.856 (epoch: 206, iters: 1360, time: 0.064) G_GAN: 0.462 G_GAN_Feat: 0.933 G_ID: 0.185 G_Rec: 0.365 D_GP: 0.030 D_real: 0.996 D_fake: 0.540 (epoch: 206, iters: 1760, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.764 G_ID: 0.131 G_Rec: 0.324 D_GP: 0.039 D_real: 0.962 D_fake: 0.781 (epoch: 206, iters: 2160, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.834 G_ID: 0.202 G_Rec: 0.415 D_GP: 0.027 D_real: 0.960 D_fake: 0.756 (epoch: 206, iters: 2560, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.704 G_ID: 0.172 G_Rec: 0.283 D_GP: 0.027 D_real: 1.186 D_fake: 0.679 (epoch: 206, iters: 2960, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.785 G_ID: 0.182 G_Rec: 0.324 D_GP: 0.022 D_real: 1.022 D_fake: 0.726 (epoch: 206, iters: 3360, time: 0.064) G_GAN: 0.650 G_GAN_Feat: 0.748 G_ID: 0.131 G_Rec: 0.333 D_GP: 0.024 D_real: 1.523 D_fake: 0.367 (epoch: 206, iters: 3760, time: 0.064) G_GAN: 0.556 G_GAN_Feat: 0.852 G_ID: 0.155 G_Rec: 0.394 D_GP: 0.026 D_real: 1.312 D_fake: 0.448 (epoch: 206, iters: 4160, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.577 G_ID: 0.171 G_Rec: 0.311 D_GP: 0.016 D_real: 1.214 D_fake: 0.729 (epoch: 206, iters: 4560, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.696 G_ID: 0.187 G_Rec: 0.332 D_GP: 0.021 D_real: 1.214 D_fake: 0.594 (epoch: 206, iters: 4960, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.667 G_ID: 0.147 G_Rec: 0.332 D_GP: 0.035 D_real: 1.052 D_fake: 0.799 (epoch: 206, iters: 5360, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 0.880 G_ID: 0.171 G_Rec: 0.378 D_GP: 0.028 D_real: 1.137 D_fake: 0.582 (epoch: 206, iters: 5760, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 0.873 G_ID: 0.165 G_Rec: 0.312 D_GP: 0.197 D_real: 0.482 D_fake: 0.818 (epoch: 206, iters: 6160, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.907 G_ID: 0.166 G_Rec: 0.389 D_GP: 0.038 D_real: 1.030 D_fake: 0.537 (epoch: 206, iters: 6560, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.640 G_ID: 0.123 G_Rec: 0.288 D_GP: 0.023 D_real: 1.384 D_fake: 0.547 (epoch: 206, iters: 6960, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 1.217 G_ID: 0.170 G_Rec: 0.410 D_GP: 0.488 D_real: 0.362 D_fake: 0.664 (epoch: 206, iters: 7360, time: 0.064) G_GAN: 0.146 G_GAN_Feat: 0.723 G_ID: 0.139 G_Rec: 0.284 D_GP: 0.026 D_real: 1.040 D_fake: 0.854 (epoch: 206, iters: 7760, time: 0.064) G_GAN: 0.604 G_GAN_Feat: 0.935 G_ID: 0.169 G_Rec: 0.392 D_GP: 0.043 D_real: 1.218 D_fake: 0.481 (epoch: 206, iters: 8160, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.893 G_ID: 0.165 G_Rec: 0.353 D_GP: 0.060 D_real: 0.652 D_fake: 0.756 (epoch: 206, iters: 8560, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.662 G_ID: 0.190 G_Rec: 0.368 D_GP: 0.018 D_real: 1.103 D_fake: 0.740 (epoch: 207, iters: 352, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.533 G_ID: 0.113 G_Rec: 0.289 D_GP: 0.016 D_real: 1.356 D_fake: 0.615 (epoch: 207, iters: 752, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.721 G_ID: 0.177 G_Rec: 0.422 D_GP: 0.017 D_real: 1.181 D_fake: 0.659 (epoch: 207, iters: 1152, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.529 G_ID: 0.175 G_Rec: 0.295 D_GP: 0.018 D_real: 1.017 D_fake: 0.959 (epoch: 207, iters: 1552, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.750 G_ID: 0.162 G_Rec: 0.452 D_GP: 0.022 D_real: 1.067 D_fake: 0.647 (epoch: 207, iters: 1952, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 0.561 G_ID: 0.149 G_Rec: 0.298 D_GP: 0.020 D_real: 1.011 D_fake: 0.938 (epoch: 207, iters: 2352, time: 0.064) G_GAN: 0.040 G_GAN_Feat: 0.753 G_ID: 0.163 G_Rec: 0.391 D_GP: 0.024 D_real: 0.751 D_fake: 0.960 (epoch: 207, iters: 2752, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.568 G_ID: 0.148 G_Rec: 0.315 D_GP: 0.020 D_real: 1.072 D_fake: 0.879 (epoch: 207, iters: 3152, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.772 G_ID: 0.191 G_Rec: 0.375 D_GP: 0.028 D_real: 0.918 D_fake: 0.850 (epoch: 207, iters: 3552, time: 0.064) G_GAN: -0.010 G_GAN_Feat: 0.667 G_ID: 0.128 G_Rec: 0.334 D_GP: 0.055 D_real: 0.905 D_fake: 1.010 (epoch: 207, iters: 3952, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.936 G_ID: 0.186 G_Rec: 0.417 D_GP: 0.050 D_real: 0.720 D_fake: 0.756 (epoch: 207, iters: 4352, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.621 G_ID: 0.145 G_Rec: 0.285 D_GP: 0.026 D_real: 1.088 D_fake: 0.855 (epoch: 207, iters: 4752, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.887 G_ID: 0.165 G_Rec: 0.398 D_GP: 0.049 D_real: 1.079 D_fake: 0.539 (epoch: 207, iters: 5152, time: 0.064) G_GAN: -0.056 G_GAN_Feat: 0.733 G_ID: 0.121 G_Rec: 0.313 D_GP: 0.083 D_real: 0.651 D_fake: 1.056 (epoch: 207, iters: 5552, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.872 G_ID: 0.198 G_Rec: 0.393 D_GP: 0.030 D_real: 0.907 D_fake: 0.762 (epoch: 207, iters: 5952, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.757 G_ID: 0.158 G_Rec: 0.334 D_GP: 0.030 D_real: 0.990 D_fake: 0.885 (epoch: 207, iters: 6352, time: 0.064) G_GAN: 0.498 G_GAN_Feat: 0.825 G_ID: 0.162 G_Rec: 0.379 D_GP: 0.024 D_real: 1.218 D_fake: 0.509 (epoch: 207, iters: 6752, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.684 G_ID: 0.136 G_Rec: 0.317 D_GP: 0.030 D_real: 0.965 D_fake: 0.853 (epoch: 207, iters: 7152, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 1.046 G_ID: 0.165 G_Rec: 0.457 D_GP: 0.107 D_real: 0.657 D_fake: 0.654 (epoch: 207, iters: 7552, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.765 G_ID: 0.144 G_Rec: 0.324 D_GP: 0.041 D_real: 0.941 D_fake: 0.723 (epoch: 207, iters: 7952, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.769 G_ID: 0.205 G_Rec: 0.386 D_GP: 0.023 D_real: 1.103 D_fake: 0.687 (epoch: 207, iters: 8352, time: 0.064) G_GAN: 0.038 G_GAN_Feat: 0.779 G_ID: 0.152 G_Rec: 0.345 D_GP: 0.058 D_real: 0.823 D_fake: 0.962 (epoch: 208, iters: 144, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 1.182 G_ID: 0.170 G_Rec: 0.414 D_GP: 0.101 D_real: 0.458 D_fake: 0.602 (epoch: 208, iters: 544, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.742 G_ID: 0.139 G_Rec: 0.311 D_GP: 0.053 D_real: 0.832 D_fake: 0.787 (epoch: 208, iters: 944, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.963 G_ID: 0.193 G_Rec: 0.446 D_GP: 0.060 D_real: 0.924 D_fake: 0.622 (epoch: 208, iters: 1344, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.791 G_ID: 0.131 G_Rec: 0.352 D_GP: 0.034 D_real: 0.956 D_fake: 0.726 (epoch: 208, iters: 1744, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.951 G_ID: 0.193 G_Rec: 0.402 D_GP: 0.044 D_real: 0.589 D_fake: 0.801 (epoch: 208, iters: 2144, time: 0.064) G_GAN: -0.002 G_GAN_Feat: 0.654 G_ID: 0.154 G_Rec: 0.286 D_GP: 0.024 D_real: 0.962 D_fake: 1.002 (epoch: 208, iters: 2544, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.897 G_ID: 0.188 G_Rec: 0.379 D_GP: 0.023 D_real: 0.961 D_fake: 0.730 (epoch: 208, iters: 2944, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.856 G_ID: 0.119 G_Rec: 0.322 D_GP: 0.108 D_real: 1.013 D_fake: 0.714 (epoch: 208, iters: 3344, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.818 G_ID: 0.189 G_Rec: 0.354 D_GP: 0.028 D_real: 1.155 D_fake: 0.572 (epoch: 208, iters: 3744, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.812 G_ID: 0.163 G_Rec: 0.335 D_GP: 0.073 D_real: 0.726 D_fake: 0.947 (epoch: 208, iters: 4144, time: 0.064) G_GAN: 0.925 G_GAN_Feat: 1.102 G_ID: 0.203 G_Rec: 0.418 D_GP: 0.047 D_real: 1.338 D_fake: 0.455 (epoch: 208, iters: 4544, time: 0.064) G_GAN: -0.071 G_GAN_Feat: 0.645 G_ID: 0.152 G_Rec: 0.291 D_GP: 0.025 D_real: 0.862 D_fake: 1.071 (epoch: 208, iters: 4944, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.991 G_ID: 0.180 G_Rec: 0.414 D_GP: 0.057 D_real: 0.725 D_fake: 0.624 (epoch: 208, iters: 5344, time: 0.064) G_GAN: 0.591 G_GAN_Feat: 0.758 G_ID: 0.141 G_Rec: 0.311 D_GP: 0.035 D_real: 1.423 D_fake: 0.466 (epoch: 208, iters: 5744, time: 0.064) G_GAN: 0.204 G_GAN_Feat: 0.831 G_ID: 0.172 G_Rec: 0.400 D_GP: 0.025 D_real: 0.920 D_fake: 0.797 (epoch: 208, iters: 6144, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.816 G_ID: 0.189 G_Rec: 0.298 D_GP: 0.043 D_real: 0.740 D_fake: 0.875 (epoch: 208, iters: 6544, time: 0.064) G_GAN: 0.783 G_GAN_Feat: 1.110 G_ID: 0.203 G_Rec: 0.459 D_GP: 0.407 D_real: 0.805 D_fake: 0.329 (epoch: 208, iters: 6944, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.706 G_ID: 0.143 G_Rec: 0.295 D_GP: 0.034 D_real: 1.167 D_fake: 0.671 (epoch: 208, iters: 7344, time: 0.064) G_GAN: 0.529 G_GAN_Feat: 0.970 G_ID: 0.167 G_Rec: 0.411 D_GP: 0.080 D_real: 0.939 D_fake: 0.476 (epoch: 208, iters: 7744, time: 0.064) G_GAN: 0.037 G_GAN_Feat: 0.774 G_ID: 0.138 G_Rec: 0.351 D_GP: 0.067 D_real: 0.679 D_fake: 0.964 (epoch: 208, iters: 8144, time: 0.064) G_GAN: 0.488 G_GAN_Feat: 0.892 G_ID: 0.154 G_Rec: 0.408 D_GP: 0.025 D_real: 1.096 D_fake: 0.519 (epoch: 208, iters: 8544, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.849 G_ID: 0.133 G_Rec: 0.319 D_GP: 0.029 D_real: 0.849 D_fake: 0.808 (epoch: 209, iters: 336, time: 0.064) G_GAN: 0.592 G_GAN_Feat: 0.878 G_ID: 0.180 G_Rec: 0.431 D_GP: 0.027 D_real: 1.293 D_fake: 0.429 (epoch: 209, iters: 736, time: 0.064) G_GAN: 0.068 G_GAN_Feat: 0.612 G_ID: 0.144 G_Rec: 0.312 D_GP: 0.023 D_real: 1.019 D_fake: 0.932 (epoch: 209, iters: 1136, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.853 G_ID: 0.190 G_Rec: 0.423 D_GP: 0.035 D_real: 0.870 D_fake: 0.804 (epoch: 209, iters: 1536, time: 0.064) G_GAN: -0.025 G_GAN_Feat: 0.722 G_ID: 0.156 G_Rec: 0.300 D_GP: 0.055 D_real: 0.671 D_fake: 1.026 (epoch: 209, iters: 1936, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.919 G_ID: 0.163 G_Rec: 0.387 D_GP: 0.279 D_real: 0.689 D_fake: 0.653 (epoch: 209, iters: 2336, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.696 G_ID: 0.118 G_Rec: 0.316 D_GP: 0.036 D_real: 0.968 D_fake: 0.814 (epoch: 209, iters: 2736, time: 0.064) G_GAN: 0.475 G_GAN_Feat: 0.778 G_ID: 0.192 G_Rec: 0.329 D_GP: 0.023 D_real: 1.316 D_fake: 0.535 (epoch: 209, iters: 3136, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.661 G_ID: 0.130 G_Rec: 0.279 D_GP: 0.023 D_real: 1.242 D_fake: 0.701 (epoch: 209, iters: 3536, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.780 G_ID: 0.179 G_Rec: 0.354 D_GP: 0.021 D_real: 1.033 D_fake: 0.887 (epoch: 209, iters: 3936, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.688 G_ID: 0.136 G_Rec: 0.344 D_GP: 0.025 D_real: 1.143 D_fake: 0.756 (epoch: 209, iters: 4336, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.891 G_ID: 0.173 G_Rec: 0.370 D_GP: 0.037 D_real: 0.937 D_fake: 0.719 (epoch: 209, iters: 4736, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.755 G_ID: 0.126 G_Rec: 0.287 D_GP: 0.049 D_real: 0.902 D_fake: 0.696 (epoch: 209, iters: 5136, time: 0.064) G_GAN: 0.554 G_GAN_Feat: 1.060 G_ID: 0.169 G_Rec: 0.438 D_GP: 0.059 D_real: 0.889 D_fake: 0.462 (epoch: 209, iters: 5536, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.713 G_ID: 0.135 G_Rec: 0.282 D_GP: 0.026 D_real: 1.240 D_fake: 0.640 (epoch: 209, iters: 5936, time: 0.064) G_GAN: 0.562 G_GAN_Feat: 0.965 G_ID: 0.156 G_Rec: 0.430 D_GP: 0.028 D_real: 1.194 D_fake: 0.446 (epoch: 209, iters: 6336, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.783 G_ID: 0.128 G_Rec: 0.317 D_GP: 0.027 D_real: 0.919 D_fake: 0.812 (epoch: 209, iters: 6736, time: 0.064) G_GAN: 0.470 G_GAN_Feat: 0.834 G_ID: 0.162 G_Rec: 0.368 D_GP: 0.022 D_real: 1.328 D_fake: 0.533 (epoch: 209, iters: 7136, time: 0.064) G_GAN: 0.012 G_GAN_Feat: 0.749 G_ID: 0.134 G_Rec: 0.297 D_GP: 0.042 D_real: 0.863 D_fake: 0.988 (epoch: 209, iters: 7536, time: 0.064) G_GAN: 0.634 G_GAN_Feat: 0.911 G_ID: 0.155 G_Rec: 0.449 D_GP: 0.026 D_real: 1.351 D_fake: 0.378 (epoch: 209, iters: 7936, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.772 G_ID: 0.132 G_Rec: 0.385 D_GP: 0.132 D_real: 0.912 D_fake: 0.712 (epoch: 209, iters: 8336, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 1.038 G_ID: 0.222 G_Rec: 0.410 D_GP: 0.039 D_real: 0.653 D_fake: 0.590 (epoch: 210, iters: 128, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.967 G_ID: 0.128 G_Rec: 0.361 D_GP: 0.224 D_real: 0.536 D_fake: 0.897 (epoch: 210, iters: 528, time: 0.064) G_GAN: 0.654 G_GAN_Feat: 0.975 G_ID: 0.147 G_Rec: 0.394 D_GP: 0.026 D_real: 1.238 D_fake: 0.371 (epoch: 210, iters: 928, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.774 G_ID: 0.139 G_Rec: 0.314 D_GP: 0.025 D_real: 1.169 D_fake: 0.640 (epoch: 210, iters: 1328, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.933 G_ID: 0.179 G_Rec: 0.420 D_GP: 0.036 D_real: 1.015 D_fake: 0.540 (epoch: 210, iters: 1728, time: 0.064) G_GAN: 0.058 G_GAN_Feat: 0.723 G_ID: 0.157 G_Rec: 0.347 D_GP: 0.025 D_real: 0.936 D_fake: 0.942 (epoch: 210, iters: 2128, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.879 G_ID: 0.181 G_Rec: 0.395 D_GP: 0.056 D_real: 0.885 D_fake: 0.633 (epoch: 210, iters: 2528, time: 0.064) G_GAN: 0.512 G_GAN_Feat: 0.698 G_ID: 0.141 G_Rec: 0.316 D_GP: 0.023 D_real: 1.378 D_fake: 0.491 (epoch: 210, iters: 2928, time: 0.064) G_GAN: 0.501 G_GAN_Feat: 0.840 G_ID: 0.193 G_Rec: 0.426 D_GP: 0.021 D_real: 1.229 D_fake: 0.505 (epoch: 210, iters: 3328, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.683 G_ID: 0.132 G_Rec: 0.307 D_GP: 0.048 D_real: 1.212 D_fake: 0.596 (epoch: 210, iters: 3728, time: 0.064) G_GAN: 0.627 G_GAN_Feat: 0.919 G_ID: 0.180 G_Rec: 0.409 D_GP: 0.030 D_real: 1.349 D_fake: 0.401 (epoch: 210, iters: 4128, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.740 G_ID: 0.125 G_Rec: 0.285 D_GP: 0.027 D_real: 1.051 D_fake: 0.799 (epoch: 210, iters: 4528, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 1.167 G_ID: 0.228 G_Rec: 0.434 D_GP: 0.544 D_real: 0.306 D_fake: 0.823 (epoch: 210, iters: 4928, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.940 G_ID: 0.111 G_Rec: 0.318 D_GP: 0.057 D_real: 0.473 D_fake: 0.683 (epoch: 210, iters: 5328, time: 0.064) G_GAN: 0.498 G_GAN_Feat: 0.759 G_ID: 0.172 G_Rec: 0.371 D_GP: 0.023 D_real: 1.277 D_fake: 0.515 (epoch: 210, iters: 5728, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.654 G_ID: 0.163 G_Rec: 0.330 D_GP: 0.025 D_real: 0.973 D_fake: 0.923 (epoch: 210, iters: 6128, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.801 G_ID: 0.209 G_Rec: 0.357 D_GP: 0.027 D_real: 0.874 D_fake: 0.833 (epoch: 210, iters: 6528, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.648 G_ID: 0.143 G_Rec: 0.339 D_GP: 0.021 D_real: 1.148 D_fake: 0.759 (epoch: 210, iters: 6928, time: 0.064) G_GAN: 0.008 G_GAN_Feat: 1.020 G_ID: 0.211 G_Rec: 0.417 D_GP: 0.212 D_real: 0.192 D_fake: 0.992 (epoch: 210, iters: 7328, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.642 G_ID: 0.158 G_Rec: 0.279 D_GP: 0.022 D_real: 1.237 D_fake: 0.693 (epoch: 210, iters: 7728, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.842 G_ID: 0.192 G_Rec: 0.398 D_GP: 0.025 D_real: 1.186 D_fake: 0.611 (epoch: 210, iters: 8128, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 0.820 G_ID: 0.142 G_Rec: 0.310 D_GP: 0.027 D_real: 0.997 D_fake: 0.673 (epoch: 210, iters: 8528, time: 0.064) G_GAN: 0.688 G_GAN_Feat: 0.952 G_ID: 0.165 G_Rec: 0.440 D_GP: 0.021 D_real: 1.403 D_fake: 0.348 (epoch: 211, iters: 320, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.594 G_ID: 0.142 G_Rec: 0.285 D_GP: 0.019 D_real: 1.238 D_fake: 0.692 (epoch: 211, iters: 720, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 1.014 G_ID: 0.181 G_Rec: 0.440 D_GP: 0.058 D_real: 0.849 D_fake: 0.538 (epoch: 211, iters: 1120, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.710 G_ID: 0.154 G_Rec: 0.304 D_GP: 0.023 D_real: 1.032 D_fake: 0.790 (epoch: 211, iters: 1520, time: 0.064) G_GAN: 0.601 G_GAN_Feat: 0.863 G_ID: 0.190 G_Rec: 0.406 D_GP: 0.027 D_real: 1.422 D_fake: 0.426 (epoch: 211, iters: 1920, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.744 G_ID: 0.142 G_Rec: 0.342 D_GP: 0.053 D_real: 0.993 D_fake: 0.751 (epoch: 211, iters: 2320, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.865 G_ID: 0.164 G_Rec: 0.363 D_GP: 0.028 D_real: 1.122 D_fake: 0.573 (epoch: 211, iters: 2720, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.675 G_ID: 0.130 G_Rec: 0.286 D_GP: 0.022 D_real: 1.065 D_fake: 0.873 (epoch: 211, iters: 3120, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.824 G_ID: 0.179 G_Rec: 0.401 D_GP: 0.019 D_real: 1.092 D_fake: 0.616 (epoch: 211, iters: 3520, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.710 G_ID: 0.133 G_Rec: 0.292 D_GP: 0.025 D_real: 1.300 D_fake: 0.576 (epoch: 211, iters: 3920, time: 0.064) G_GAN: 0.552 G_GAN_Feat: 1.065 G_ID: 0.183 G_Rec: 0.385 D_GP: 0.044 D_real: 0.547 D_fake: 0.451 (epoch: 211, iters: 4320, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.643 G_ID: 0.122 G_Rec: 0.280 D_GP: 0.024 D_real: 1.109 D_fake: 0.813 (epoch: 211, iters: 4720, time: 0.064) G_GAN: 0.521 G_GAN_Feat: 0.928 G_ID: 0.184 G_Rec: 0.393 D_GP: 0.060 D_real: 1.055 D_fake: 0.484 (epoch: 211, iters: 5120, time: 0.064) G_GAN: 0.469 G_GAN_Feat: 0.786 G_ID: 0.138 G_Rec: 0.315 D_GP: 0.035 D_real: 1.068 D_fake: 0.534 (epoch: 211, iters: 5520, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 1.029 G_ID: 0.175 G_Rec: 0.410 D_GP: 0.033 D_real: 0.757 D_fake: 0.512 (epoch: 211, iters: 5920, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.652 G_ID: 0.122 G_Rec: 0.284 D_GP: 0.021 D_real: 1.306 D_fake: 0.615 (epoch: 211, iters: 6320, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.905 G_ID: 0.192 G_Rec: 0.420 D_GP: 0.024 D_real: 1.024 D_fake: 0.634 (epoch: 211, iters: 6720, time: 0.064) G_GAN: 0.008 G_GAN_Feat: 0.754 G_ID: 0.141 G_Rec: 0.337 D_GP: 0.032 D_real: 0.830 D_fake: 0.992 (epoch: 211, iters: 7120, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.958 G_ID: 0.157 G_Rec: 0.424 D_GP: 0.047 D_real: 0.817 D_fake: 0.690 (epoch: 211, iters: 7520, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.884 G_ID: 0.138 G_Rec: 0.347 D_GP: 0.090 D_real: 0.571 D_fake: 0.797 (epoch: 211, iters: 7920, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.937 G_ID: 0.205 G_Rec: 0.392 D_GP: 0.029 D_real: 0.984 D_fake: 0.633 (epoch: 211, iters: 8320, time: 0.064) G_GAN: 0.152 G_GAN_Feat: 0.718 G_ID: 0.140 G_Rec: 0.331 D_GP: 0.021 D_real: 1.085 D_fake: 0.863 (epoch: 212, iters: 112, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.814 G_ID: 0.165 G_Rec: 0.410 D_GP: 0.023 D_real: 1.093 D_fake: 0.634 (epoch: 212, iters: 512, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.608 G_ID: 0.139 G_Rec: 0.292 D_GP: 0.021 D_real: 1.160 D_fake: 0.863 (epoch: 212, iters: 912, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.787 G_ID: 0.147 G_Rec: 0.401 D_GP: 0.019 D_real: 1.219 D_fake: 0.576 (epoch: 212, iters: 1312, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.680 G_ID: 0.123 G_Rec: 0.310 D_GP: 0.025 D_real: 1.085 D_fake: 0.797 (epoch: 212, iters: 1712, time: 0.064) G_GAN: 0.747 G_GAN_Feat: 0.956 G_ID: 0.181 G_Rec: 0.427 D_GP: 0.025 D_real: 1.476 D_fake: 0.276 (epoch: 212, iters: 2112, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.733 G_ID: 0.128 G_Rec: 0.316 D_GP: 0.028 D_real: 1.220 D_fake: 0.657 (epoch: 212, iters: 2512, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.823 G_ID: 0.168 G_Rec: 0.378 D_GP: 0.025 D_real: 1.085 D_fake: 0.562 (epoch: 212, iters: 2912, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.688 G_ID: 0.122 G_Rec: 0.288 D_GP: 0.034 D_real: 1.048 D_fake: 0.745 (epoch: 212, iters: 3312, time: 0.064) G_GAN: 0.498 G_GAN_Feat: 0.850 G_ID: 0.173 G_Rec: 0.395 D_GP: 0.026 D_real: 1.307 D_fake: 0.504 (epoch: 212, iters: 3712, time: 0.064) G_GAN: 0.038 G_GAN_Feat: 0.593 G_ID: 0.135 G_Rec: 0.289 D_GP: 0.019 D_real: 1.005 D_fake: 0.962 (epoch: 212, iters: 4112, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.821 G_ID: 0.185 G_Rec: 0.450 D_GP: 0.027 D_real: 0.909 D_fake: 0.779 (epoch: 212, iters: 4512, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.670 G_ID: 0.119 G_Rec: 0.307 D_GP: 0.072 D_real: 0.901 D_fake: 0.887 (epoch: 212, iters: 4912, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.852 G_ID: 0.185 G_Rec: 0.401 D_GP: 0.031 D_real: 1.119 D_fake: 0.573 (epoch: 212, iters: 5312, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.812 G_ID: 0.125 G_Rec: 0.324 D_GP: 0.056 D_real: 0.871 D_fake: 0.709 (epoch: 212, iters: 5712, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.930 G_ID: 0.166 G_Rec: 0.394 D_GP: 0.058 D_real: 0.764 D_fake: 0.885 (epoch: 212, iters: 6112, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.788 G_ID: 0.151 G_Rec: 0.316 D_GP: 0.064 D_real: 0.773 D_fake: 0.789 (epoch: 212, iters: 6512, time: 0.064) G_GAN: 0.513 G_GAN_Feat: 0.889 G_ID: 0.187 G_Rec: 0.403 D_GP: 0.025 D_real: 1.197 D_fake: 0.493 (epoch: 212, iters: 6912, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.871 G_ID: 0.121 G_Rec: 0.308 D_GP: 0.102 D_real: 0.618 D_fake: 0.617 (epoch: 212, iters: 7312, time: 0.064) G_GAN: 0.669 G_GAN_Feat: 0.813 G_ID: 0.158 G_Rec: 0.460 D_GP: 0.019 D_real: 1.467 D_fake: 0.366 (epoch: 212, iters: 7712, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.624 G_ID: 0.133 G_Rec: 0.313 D_GP: 0.026 D_real: 1.094 D_fake: 0.831 (epoch: 212, iters: 8112, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.925 G_ID: 0.155 G_Rec: 0.409 D_GP: 0.064 D_real: 0.956 D_fake: 0.569 (epoch: 212, iters: 8512, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.757 G_ID: 0.144 G_Rec: 0.297 D_GP: 0.041 D_real: 1.132 D_fake: 0.597 (epoch: 213, iters: 304, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.830 G_ID: 0.183 G_Rec: 0.387 D_GP: 0.025 D_real: 1.154 D_fake: 0.548 (epoch: 213, iters: 704, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.732 G_ID: 0.122 G_Rec: 0.301 D_GP: 0.042 D_real: 1.067 D_fake: 0.728 (epoch: 213, iters: 1104, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.976 G_ID: 0.162 G_Rec: 0.447 D_GP: 0.025 D_real: 0.893 D_fake: 0.702 (epoch: 213, iters: 1504, time: 0.064) G_GAN: -0.027 G_GAN_Feat: 0.676 G_ID: 0.132 G_Rec: 0.298 D_GP: 0.022 D_real: 0.873 D_fake: 1.027 (epoch: 213, iters: 1904, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 1.053 G_ID: 0.194 G_Rec: 0.446 D_GP: 0.159 D_real: 0.492 D_fake: 0.630 (epoch: 213, iters: 2304, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.816 G_ID: 0.139 G_Rec: 0.350 D_GP: 0.048 D_real: 0.892 D_fake: 0.686 (epoch: 213, iters: 2704, time: 0.064) G_GAN: 0.662 G_GAN_Feat: 0.784 G_ID: 0.179 G_Rec: 0.399 D_GP: 0.019 D_real: 1.392 D_fake: 0.372 (epoch: 213, iters: 3104, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.592 G_ID: 0.134 G_Rec: 0.312 D_GP: 0.018 D_real: 1.097 D_fake: 0.852 (epoch: 213, iters: 3504, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.710 G_ID: 0.166 G_Rec: 0.350 D_GP: 0.026 D_real: 1.213 D_fake: 0.669 (epoch: 213, iters: 3904, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.599 G_ID: 0.106 G_Rec: 0.291 D_GP: 0.028 D_real: 1.143 D_fake: 0.776 (epoch: 213, iters: 4304, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.818 G_ID: 0.174 G_Rec: 0.408 D_GP: 0.046 D_real: 1.057 D_fake: 0.657 (epoch: 213, iters: 4704, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.768 G_ID: 0.135 G_Rec: 0.327 D_GP: 0.027 D_real: 1.111 D_fake: 0.723 (epoch: 213, iters: 5104, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 0.854 G_ID: 0.180 G_Rec: 0.400 D_GP: 0.039 D_real: 1.175 D_fake: 0.490 (epoch: 213, iters: 5504, time: 0.064) G_GAN: 0.043 G_GAN_Feat: 0.741 G_ID: 0.124 G_Rec: 0.329 D_GP: 0.073 D_real: 0.856 D_fake: 0.957 (epoch: 213, iters: 5904, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.942 G_ID: 0.179 G_Rec: 0.399 D_GP: 0.139 D_real: 0.592 D_fake: 0.733 (epoch: 213, iters: 6304, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.830 G_ID: 0.158 G_Rec: 0.341 D_GP: 0.054 D_real: 0.912 D_fake: 0.694 (epoch: 213, iters: 6704, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.824 G_ID: 0.207 G_Rec: 0.355 D_GP: 0.026 D_real: 0.957 D_fake: 0.742 (epoch: 213, iters: 7104, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.704 G_ID: 0.125 G_Rec: 0.327 D_GP: 0.025 D_real: 1.228 D_fake: 0.674 (epoch: 213, iters: 7504, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.935 G_ID: 0.186 G_Rec: 0.386 D_GP: 0.043 D_real: 0.859 D_fake: 0.599 (epoch: 213, iters: 7904, time: 0.064) G_GAN: 0.555 G_GAN_Feat: 0.793 G_ID: 0.121 G_Rec: 0.318 D_GP: 0.077 D_real: 1.223 D_fake: 0.474 (epoch: 213, iters: 8304, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.852 G_ID: 0.156 G_Rec: 0.413 D_GP: 0.026 D_real: 0.943 D_fake: 0.777 (epoch: 214, iters: 96, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 0.713 G_ID: 0.131 G_Rec: 0.316 D_GP: 0.050 D_real: 1.050 D_fake: 0.775 (epoch: 214, iters: 496, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.974 G_ID: 0.168 G_Rec: 0.386 D_GP: 0.025 D_real: 1.043 D_fake: 0.672 (epoch: 214, iters: 896, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.809 G_ID: 0.136 G_Rec: 0.319 D_GP: 0.038 D_real: 0.840 D_fake: 0.787 (epoch: 214, iters: 1296, time: 0.064) G_GAN: 0.762 G_GAN_Feat: 0.903 G_ID: 0.190 G_Rec: 0.376 D_GP: 0.038 D_real: 1.428 D_fake: 0.347 (epoch: 214, iters: 1696, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.785 G_ID: 0.120 G_Rec: 0.278 D_GP: 0.070 D_real: 1.051 D_fake: 0.882 (epoch: 214, iters: 2096, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.995 G_ID: 0.171 G_Rec: 0.469 D_GP: 0.071 D_real: 0.617 D_fake: 0.864 (epoch: 214, iters: 2496, time: 0.064) G_GAN: 0.010 G_GAN_Feat: 0.848 G_ID: 0.161 G_Rec: 0.332 D_GP: 0.141 D_real: 0.417 D_fake: 0.991 (epoch: 214, iters: 2896, time: 0.064) G_GAN: 0.879 G_GAN_Feat: 0.807 G_ID: 0.166 G_Rec: 0.371 D_GP: 0.025 D_real: 1.612 D_fake: 0.220 (epoch: 214, iters: 3296, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.666 G_ID: 0.189 G_Rec: 0.288 D_GP: 0.025 D_real: 1.022 D_fake: 0.863 (epoch: 214, iters: 3696, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.951 G_ID: 0.198 G_Rec: 0.443 D_GP: 0.059 D_real: 1.032 D_fake: 0.647 (epoch: 214, iters: 4096, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.690 G_ID: 0.134 G_Rec: 0.269 D_GP: 0.023 D_real: 1.154 D_fake: 0.732 (epoch: 214, iters: 4496, time: 0.064) G_GAN: 0.722 G_GAN_Feat: 0.771 G_ID: 0.148 G_Rec: 0.349 D_GP: 0.026 D_real: 1.522 D_fake: 0.291 (epoch: 214, iters: 4896, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.899 G_ID: 0.128 G_Rec: 0.324 D_GP: 0.622 D_real: 0.450 D_fake: 0.767 (epoch: 214, iters: 5296, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.840 G_ID: 0.180 G_Rec: 0.382 D_GP: 0.028 D_real: 1.162 D_fake: 0.548 (epoch: 214, iters: 5696, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.781 G_ID: 0.144 G_Rec: 0.335 D_GP: 0.054 D_real: 0.885 D_fake: 0.694 (epoch: 214, iters: 6096, time: 0.064) G_GAN: 0.672 G_GAN_Feat: 0.883 G_ID: 0.171 G_Rec: 0.412 D_GP: 0.036 D_real: 1.309 D_fake: 0.364 (epoch: 214, iters: 6496, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.908 G_ID: 0.143 G_Rec: 0.341 D_GP: 0.092 D_real: 0.485 D_fake: 0.792 (epoch: 214, iters: 6896, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.828 G_ID: 0.184 G_Rec: 0.447 D_GP: 0.020 D_real: 1.188 D_fake: 0.584 (epoch: 214, iters: 7296, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.796 G_ID: 0.128 G_Rec: 0.318 D_GP: 0.043 D_real: 1.055 D_fake: 0.665 (epoch: 214, iters: 7696, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.804 G_ID: 0.161 G_Rec: 0.361 D_GP: 0.022 D_real: 1.236 D_fake: 0.583 (epoch: 214, iters: 8096, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.655 G_ID: 0.131 G_Rec: 0.283 D_GP: 0.024 D_real: 1.215 D_fake: 0.674 (epoch: 214, iters: 8496, time: 0.064) G_GAN: 0.534 G_GAN_Feat: 0.957 G_ID: 0.171 G_Rec: 0.403 D_GP: 0.024 D_real: 1.106 D_fake: 0.473 (epoch: 215, iters: 288, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.610 G_ID: 0.129 G_Rec: 0.308 D_GP: 0.020 D_real: 0.972 D_fake: 0.959 (epoch: 215, iters: 688, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.835 G_ID: 0.168 G_Rec: 0.374 D_GP: 0.026 D_real: 0.958 D_fake: 0.755 (epoch: 215, iters: 1088, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.687 G_ID: 0.128 G_Rec: 0.300 D_GP: 0.025 D_real: 1.063 D_fake: 0.894 (epoch: 215, iters: 1488, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 0.950 G_ID: 0.160 G_Rec: 0.380 D_GP: 0.034 D_real: 0.982 D_fake: 0.489 (epoch: 215, iters: 1888, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.708 G_ID: 0.133 G_Rec: 0.281 D_GP: 0.030 D_real: 1.196 D_fake: 0.605 (epoch: 215, iters: 2288, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.986 G_ID: 0.199 G_Rec: 0.430 D_GP: 0.038 D_real: 0.963 D_fake: 0.534 (epoch: 215, iters: 2688, time: 0.064) G_GAN: -0.024 G_GAN_Feat: 0.772 G_ID: 0.119 G_Rec: 0.344 D_GP: 0.085 D_real: 0.585 D_fake: 1.024 (epoch: 215, iters: 3088, time: 0.064) G_GAN: 0.099 G_GAN_Feat: 1.141 G_ID: 0.162 G_Rec: 0.438 D_GP: 0.505 D_real: 0.312 D_fake: 0.902 (epoch: 215, iters: 3488, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.636 G_ID: 0.151 G_Rec: 0.287 D_GP: 0.027 D_real: 1.272 D_fake: 0.661 (epoch: 215, iters: 3888, time: 0.064) G_GAN: 0.599 G_GAN_Feat: 1.068 G_ID: 0.174 G_Rec: 0.476 D_GP: 0.104 D_real: 0.723 D_fake: 0.412 (epoch: 215, iters: 4288, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 0.654 G_ID: 0.128 G_Rec: 0.286 D_GP: 0.028 D_real: 1.042 D_fake: 0.872 (epoch: 215, iters: 4688, time: 0.064) G_GAN: 0.695 G_GAN_Feat: 0.927 G_ID: 0.171 G_Rec: 0.406 D_GP: 0.049 D_real: 1.248 D_fake: 0.323 (epoch: 215, iters: 5088, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.803 G_ID: 0.147 G_Rec: 0.312 D_GP: 0.076 D_real: 0.690 D_fake: 0.741 (epoch: 215, iters: 5488, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.843 G_ID: 0.190 G_Rec: 0.370 D_GP: 0.020 D_real: 1.005 D_fake: 0.802 (epoch: 215, iters: 5888, time: 0.064) G_GAN: 0.183 G_GAN_Feat: 0.626 G_ID: 0.120 G_Rec: 0.282 D_GP: 0.022 D_real: 1.093 D_fake: 0.817 (epoch: 215, iters: 6288, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.923 G_ID: 0.197 G_Rec: 0.431 D_GP: 0.082 D_real: 0.754 D_fake: 0.693 (epoch: 215, iters: 6688, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 0.835 G_ID: 0.156 G_Rec: 0.353 D_GP: 0.029 D_real: 0.710 D_fake: 0.921 (epoch: 215, iters: 7088, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 0.981 G_ID: 0.187 G_Rec: 0.418 D_GP: 0.040 D_real: 0.910 D_fake: 0.483 (epoch: 215, iters: 7488, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.857 G_ID: 0.136 G_Rec: 0.290 D_GP: 0.052 D_real: 0.609 D_fake: 0.843 (epoch: 215, iters: 7888, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.869 G_ID: 0.192 G_Rec: 0.388 D_GP: 0.020 D_real: 0.913 D_fake: 0.855 (epoch: 215, iters: 8288, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.738 G_ID: 0.135 G_Rec: 0.298 D_GP: 0.022 D_real: 1.140 D_fake: 0.746 (epoch: 216, iters: 80, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.889 G_ID: 0.169 G_Rec: 0.349 D_GP: 0.021 D_real: 0.768 D_fake: 0.853 (epoch: 216, iters: 480, time: 0.064) G_GAN: 0.020 G_GAN_Feat: 0.748 G_ID: 0.114 G_Rec: 0.316 D_GP: 0.028 D_real: 0.859 D_fake: 0.980 (epoch: 216, iters: 880, time: 0.064) G_GAN: 0.768 G_GAN_Feat: 1.086 G_ID: 0.179 G_Rec: 0.445 D_GP: 0.233 D_real: 0.697 D_fake: 0.405 (epoch: 216, iters: 1280, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.684 G_ID: 0.133 G_Rec: 0.344 D_GP: 0.027 D_real: 1.138 D_fake: 0.791 (epoch: 216, iters: 1680, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.852 G_ID: 0.165 G_Rec: 0.403 D_GP: 0.033 D_real: 0.939 D_fake: 0.769 (epoch: 216, iters: 2080, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.608 G_ID: 0.143 G_Rec: 0.278 D_GP: 0.020 D_real: 1.248 D_fake: 0.709 (epoch: 216, iters: 2480, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.885 G_ID: 0.162 G_Rec: 0.389 D_GP: 0.029 D_real: 1.069 D_fake: 0.615 (epoch: 216, iters: 2880, time: 0.064) G_GAN: -0.017 G_GAN_Feat: 0.648 G_ID: 0.133 G_Rec: 0.273 D_GP: 0.033 D_real: 0.867 D_fake: 1.017 (epoch: 216, iters: 3280, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 0.771 G_ID: 0.170 G_Rec: 0.391 D_GP: 0.022 D_real: 1.268 D_fake: 0.562 (epoch: 216, iters: 3680, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.580 G_ID: 0.173 G_Rec: 0.281 D_GP: 0.019 D_real: 1.041 D_fake: 0.952 (epoch: 216, iters: 4080, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.795 G_ID: 0.169 G_Rec: 0.388 D_GP: 0.022 D_real: 1.091 D_fake: 0.661 (epoch: 216, iters: 4480, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.668 G_ID: 0.143 G_Rec: 0.320 D_GP: 0.034 D_real: 1.115 D_fake: 0.714 (epoch: 216, iters: 4880, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.781 G_ID: 0.182 G_Rec: 0.365 D_GP: 0.030 D_real: 0.990 D_fake: 0.720 (epoch: 216, iters: 5280, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.645 G_ID: 0.129 G_Rec: 0.320 D_GP: 0.025 D_real: 1.024 D_fake: 0.831 (epoch: 216, iters: 5680, time: 0.064) G_GAN: 0.610 G_GAN_Feat: 0.873 G_ID: 0.171 G_Rec: 0.403 D_GP: 0.041 D_real: 1.213 D_fake: 0.421 (epoch: 216, iters: 6080, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.753 G_ID: 0.128 G_Rec: 0.303 D_GP: 0.048 D_real: 0.899 D_fake: 0.765 (epoch: 216, iters: 6480, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.894 G_ID: 0.180 G_Rec: 0.427 D_GP: 0.031 D_real: 0.879 D_fake: 0.765 (epoch: 216, iters: 6880, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.608 G_ID: 0.136 G_Rec: 0.257 D_GP: 0.027 D_real: 1.038 D_fake: 0.857 (epoch: 216, iters: 7280, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.941 G_ID: 0.170 G_Rec: 0.439 D_GP: 0.040 D_real: 0.794 D_fake: 0.698 (epoch: 216, iters: 7680, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.840 G_ID: 0.128 G_Rec: 0.319 D_GP: 0.088 D_real: 0.680 D_fake: 0.712 (epoch: 216, iters: 8080, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.807 G_ID: 0.157 G_Rec: 0.384 D_GP: 0.022 D_real: 1.261 D_fake: 0.588 (epoch: 216, iters: 8480, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.707 G_ID: 0.149 G_Rec: 0.294 D_GP: 0.043 D_real: 0.941 D_fake: 0.941 (epoch: 217, iters: 272, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.879 G_ID: 0.176 G_Rec: 0.406 D_GP: 0.076 D_real: 1.063 D_fake: 0.726 (epoch: 217, iters: 672, time: 0.064) G_GAN: 0.076 G_GAN_Feat: 0.719 G_ID: 0.122 G_Rec: 0.299 D_GP: 0.035 D_real: 0.935 D_fake: 0.924 (epoch: 217, iters: 1072, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.872 G_ID: 0.183 G_Rec: 0.367 D_GP: 0.030 D_real: 0.785 D_fake: 0.816 (epoch: 217, iters: 1472, time: 0.064) G_GAN: 0.044 G_GAN_Feat: 0.720 G_ID: 0.166 G_Rec: 0.296 D_GP: 0.022 D_real: 0.942 D_fake: 0.956 (epoch: 217, iters: 1872, time: 0.064) G_GAN: 0.832 G_GAN_Feat: 0.938 G_ID: 0.183 G_Rec: 0.426 D_GP: 0.024 D_real: 1.501 D_fake: 0.229 (epoch: 217, iters: 2272, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.704 G_ID: 0.120 G_Rec: 0.336 D_GP: 0.020 D_real: 0.933 D_fake: 0.898 (epoch: 217, iters: 2672, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.903 G_ID: 0.151 G_Rec: 0.395 D_GP: 0.047 D_real: 0.892 D_fake: 0.651 (epoch: 217, iters: 3072, time: 0.064) G_GAN: -0.176 G_GAN_Feat: 0.802 G_ID: 0.139 G_Rec: 0.308 D_GP: 0.061 D_real: 0.617 D_fake: 1.176 (epoch: 217, iters: 3472, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.852 G_ID: 0.201 G_Rec: 0.401 D_GP: 0.024 D_real: 1.210 D_fake: 0.596 (epoch: 217, iters: 3872, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 0.887 G_ID: 0.194 G_Rec: 0.336 D_GP: 0.110 D_real: 0.807 D_fake: 0.556 (epoch: 217, iters: 4272, time: 0.064) G_GAN: 0.669 G_GAN_Feat: 0.911 G_ID: 0.175 G_Rec: 0.409 D_GP: 0.091 D_real: 1.361 D_fake: 0.381 (epoch: 217, iters: 4672, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 0.742 G_ID: 0.168 G_Rec: 0.332 D_GP: 0.057 D_real: 0.836 D_fake: 0.938 (epoch: 217, iters: 5072, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.774 G_ID: 0.181 G_Rec: 0.395 D_GP: 0.022 D_real: 1.257 D_fake: 0.611 (epoch: 217, iters: 5472, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.618 G_ID: 0.148 G_Rec: 0.281 D_GP: 0.022 D_real: 1.129 D_fake: 0.788 (epoch: 217, iters: 5872, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.955 G_ID: 0.194 G_Rec: 0.411 D_GP: 0.037 D_real: 0.718 D_fake: 0.658 (epoch: 217, iters: 6272, time: 0.064) G_GAN: 0.050 G_GAN_Feat: 0.741 G_ID: 0.159 G_Rec: 0.322 D_GP: 0.025 D_real: 0.896 D_fake: 0.950 (epoch: 217, iters: 6672, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.918 G_ID: 0.172 G_Rec: 0.401 D_GP: 0.031 D_real: 1.166 D_fake: 0.492 (epoch: 217, iters: 7072, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.741 G_ID: 0.119 G_Rec: 0.302 D_GP: 0.048 D_real: 0.969 D_fake: 0.798 (epoch: 217, iters: 7472, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.830 G_ID: 0.212 G_Rec: 0.387 D_GP: 0.028 D_real: 1.066 D_fake: 0.682 (epoch: 217, iters: 7872, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.681 G_ID: 0.142 G_Rec: 0.318 D_GP: 0.022 D_real: 1.124 D_fake: 0.782 (epoch: 217, iters: 8272, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 1.053 G_ID: 0.183 G_Rec: 0.411 D_GP: 0.218 D_real: 0.554 D_fake: 0.583 (epoch: 218, iters: 64, time: 0.064) G_GAN: 0.207 G_GAN_Feat: 0.600 G_ID: 0.135 G_Rec: 0.316 D_GP: 0.019 D_real: 1.186 D_fake: 0.793 (epoch: 218, iters: 464, time: 0.064) G_GAN: 0.620 G_GAN_Feat: 0.807 G_ID: 0.142 G_Rec: 0.398 D_GP: 0.019 D_real: 1.382 D_fake: 0.396 (epoch: 218, iters: 864, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.643 G_ID: 0.119 G_Rec: 0.311 D_GP: 0.028 D_real: 1.129 D_fake: 0.781 (epoch: 218, iters: 1264, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.801 G_ID: 0.219 G_Rec: 0.390 D_GP: 0.031 D_real: 1.148 D_fake: 0.608 (epoch: 218, iters: 1664, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.727 G_ID: 0.140 G_Rec: 0.308 D_GP: 0.033 D_real: 1.009 D_fake: 0.738 (epoch: 218, iters: 2064, time: 0.064) G_GAN: 0.697 G_GAN_Feat: 0.853 G_ID: 0.166 G_Rec: 0.402 D_GP: 0.025 D_real: 1.369 D_fake: 0.330 (epoch: 218, iters: 2464, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.725 G_ID: 0.151 G_Rec: 0.310 D_GP: 0.029 D_real: 1.161 D_fake: 0.682 (epoch: 218, iters: 2864, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.974 G_ID: 0.191 G_Rec: 0.417 D_GP: 0.028 D_real: 0.820 D_fake: 0.647 (epoch: 218, iters: 3264, time: 0.064) G_GAN: -0.050 G_GAN_Feat: 0.750 G_ID: 0.125 G_Rec: 0.299 D_GP: 0.026 D_real: 0.791 D_fake: 1.050 (epoch: 218, iters: 3664, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.806 G_ID: 0.212 G_Rec: 0.392 D_GP: 0.027 D_real: 1.033 D_fake: 0.801 (epoch: 218, iters: 4064, time: 0.064) G_GAN: 0.108 G_GAN_Feat: 0.661 G_ID: 0.132 G_Rec: 0.311 D_GP: 0.028 D_real: 1.012 D_fake: 0.893 (epoch: 218, iters: 4464, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.781 G_ID: 0.186 G_Rec: 0.370 D_GP: 0.020 D_real: 1.147 D_fake: 0.664 (epoch: 218, iters: 4864, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.610 G_ID: 0.136 G_Rec: 0.263 D_GP: 0.021 D_real: 1.173 D_fake: 0.745 (epoch: 218, iters: 5264, time: 0.064) G_GAN: 0.797 G_GAN_Feat: 1.289 G_ID: 0.185 G_Rec: 0.441 D_GP: 0.033 D_real: 1.469 D_fake: 0.291 (epoch: 218, iters: 5664, time: 0.064) G_GAN: 0.008 G_GAN_Feat: 0.646 G_ID: 0.141 G_Rec: 0.318 D_GP: 0.018 D_real: 0.958 D_fake: 0.992 (epoch: 218, iters: 6064, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 0.818 G_ID: 0.199 G_Rec: 0.394 D_GP: 0.030 D_real: 0.848 D_fake: 0.922 (epoch: 218, iters: 6464, time: 0.064) G_GAN: -0.068 G_GAN_Feat: 0.669 G_ID: 0.140 G_Rec: 0.327 D_GP: 0.028 D_real: 0.804 D_fake: 1.069 (epoch: 218, iters: 6864, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.935 G_ID: 0.177 G_Rec: 0.424 D_GP: 0.060 D_real: 0.922 D_fake: 0.589 (epoch: 218, iters: 7264, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.680 G_ID: 0.162 G_Rec: 0.271 D_GP: 0.024 D_real: 1.147 D_fake: 0.714 (epoch: 218, iters: 7664, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.938 G_ID: 0.183 G_Rec: 0.411 D_GP: 0.026 D_real: 1.200 D_fake: 0.575 (epoch: 218, iters: 8064, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.722 G_ID: 0.145 G_Rec: 0.325 D_GP: 0.037 D_real: 1.023 D_fake: 0.825 (epoch: 218, iters: 8464, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.876 G_ID: 0.163 G_Rec: 0.404 D_GP: 0.022 D_real: 1.065 D_fake: 0.617 (epoch: 219, iters: 256, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.846 G_ID: 0.152 G_Rec: 0.319 D_GP: 0.097 D_real: 0.847 D_fake: 0.639 (epoch: 219, iters: 656, time: 0.064) G_GAN: 0.644 G_GAN_Feat: 1.005 G_ID: 0.158 G_Rec: 0.409 D_GP: 0.037 D_real: 1.431 D_fake: 0.371 (epoch: 219, iters: 1056, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.675 G_ID: 0.152 G_Rec: 0.319 D_GP: 0.018 D_real: 1.131 D_fake: 0.779 (epoch: 219, iters: 1456, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.903 G_ID: 0.149 G_Rec: 0.382 D_GP: 0.046 D_real: 1.016 D_fake: 0.542 (epoch: 219, iters: 1856, time: 0.064) G_GAN: -0.294 G_GAN_Feat: 0.723 G_ID: 0.126 G_Rec: 0.299 D_GP: 0.042 D_real: 0.592 D_fake: 1.294 (epoch: 219, iters: 2256, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 1.016 G_ID: 0.183 G_Rec: 0.458 D_GP: 0.067 D_real: 0.621 D_fake: 0.614 (epoch: 219, iters: 2656, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.715 G_ID: 0.142 G_Rec: 0.313 D_GP: 0.029 D_real: 1.025 D_fake: 0.919 (epoch: 219, iters: 3056, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.916 G_ID: 0.159 G_Rec: 0.394 D_GP: 0.027 D_real: 1.070 D_fake: 0.654 (epoch: 219, iters: 3456, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.732 G_ID: 0.130 G_Rec: 0.295 D_GP: 0.038 D_real: 1.120 D_fake: 0.640 (epoch: 219, iters: 3856, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.899 G_ID: 0.163 G_Rec: 0.387 D_GP: 0.042 D_real: 0.922 D_fake: 0.771 (epoch: 219, iters: 4256, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.799 G_ID: 0.143 G_Rec: 0.326 D_GP: 0.040 D_real: 1.075 D_fake: 0.725 (epoch: 219, iters: 4656, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 1.211 G_ID: 0.200 G_Rec: 0.436 D_GP: 0.584 D_real: 0.359 D_fake: 0.577 (epoch: 219, iters: 5056, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.715 G_ID: 0.134 G_Rec: 0.290 D_GP: 0.028 D_real: 1.048 D_fake: 0.822 (epoch: 219, iters: 5456, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.884 G_ID: 0.196 G_Rec: 0.408 D_GP: 0.021 D_real: 1.036 D_fake: 0.637 (epoch: 219, iters: 5856, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.751 G_ID: 0.126 G_Rec: 0.293 D_GP: 0.025 D_real: 1.111 D_fake: 0.682 (epoch: 219, iters: 6256, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.905 G_ID: 0.167 G_Rec: 0.395 D_GP: 0.025 D_real: 1.149 D_fake: 0.572 (epoch: 219, iters: 6656, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.621 G_ID: 0.148 G_Rec: 0.275 D_GP: 0.023 D_real: 1.264 D_fake: 0.731 (epoch: 219, iters: 7056, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.858 G_ID: 0.194 G_Rec: 0.372 D_GP: 0.029 D_real: 0.947 D_fake: 0.763 (epoch: 219, iters: 7456, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.845 G_ID: 0.146 G_Rec: 0.355 D_GP: 0.077 D_real: 0.733 D_fake: 0.798 (epoch: 219, iters: 7856, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 1.020 G_ID: 0.204 G_Rec: 0.439 D_GP: 0.258 D_real: 0.634 D_fake: 0.591 (epoch: 219, iters: 8256, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.737 G_ID: 0.114 G_Rec: 0.282 D_GP: 0.035 D_real: 1.148 D_fake: 0.736 (epoch: 220, iters: 48, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.929 G_ID: 0.187 G_Rec: 0.410 D_GP: 0.048 D_real: 0.815 D_fake: 0.665 (epoch: 220, iters: 448, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.884 G_ID: 0.134 G_Rec: 0.330 D_GP: 0.062 D_real: 0.493 D_fake: 0.915 (epoch: 220, iters: 848, time: 0.064) G_GAN: 0.207 G_GAN_Feat: 1.007 G_ID: 0.208 G_Rec: 0.390 D_GP: 0.043 D_real: 0.417 D_fake: 0.794 (epoch: 220, iters: 1248, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.695 G_ID: 0.171 G_Rec: 0.279 D_GP: 0.026 D_real: 1.197 D_fake: 0.746 (epoch: 220, iters: 1648, time: 0.064) G_GAN: 0.534 G_GAN_Feat: 0.954 G_ID: 0.160 G_Rec: 0.423 D_GP: 0.041 D_real: 1.161 D_fake: 0.472 (epoch: 220, iters: 2048, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.739 G_ID: 0.134 G_Rec: 0.341 D_GP: 0.023 D_real: 1.026 D_fake: 0.821 (epoch: 220, iters: 2448, time: 0.064) G_GAN: 0.556 G_GAN_Feat: 0.940 G_ID: 0.180 G_Rec: 0.398 D_GP: 0.025 D_real: 1.193 D_fake: 0.449 (epoch: 220, iters: 2848, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.692 G_ID: 0.126 G_Rec: 0.307 D_GP: 0.050 D_real: 0.904 D_fake: 0.942 (epoch: 220, iters: 3248, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.749 G_ID: 0.175 G_Rec: 0.375 D_GP: 0.019 D_real: 1.188 D_fake: 0.631 (epoch: 220, iters: 3648, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.640 G_ID: 0.145 G_Rec: 0.326 D_GP: 0.028 D_real: 1.084 D_fake: 0.805 (epoch: 220, iters: 4048, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.799 G_ID: 0.194 G_Rec: 0.387 D_GP: 0.031 D_real: 1.038 D_fake: 0.676 (epoch: 220, iters: 4448, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.638 G_ID: 0.125 G_Rec: 0.263 D_GP: 0.039 D_real: 0.998 D_fake: 0.834 (epoch: 220, iters: 4848, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.932 G_ID: 0.177 G_Rec: 0.422 D_GP: 0.063 D_real: 0.866 D_fake: 0.683 (epoch: 220, iters: 5248, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.809 G_ID: 0.133 G_Rec: 0.324 D_GP: 0.082 D_real: 0.717 D_fake: 0.819 (epoch: 220, iters: 5648, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.996 G_ID: 0.190 G_Rec: 0.454 D_GP: 0.126 D_real: 0.699 D_fake: 0.658 (epoch: 220, iters: 6048, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.875 G_ID: 0.139 G_Rec: 0.342 D_GP: 0.028 D_real: 1.088 D_fake: 0.623 (epoch: 220, iters: 6448, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.832 G_ID: 0.205 G_Rec: 0.348 D_GP: 0.036 D_real: 1.212 D_fake: 0.562 (epoch: 220, iters: 6848, time: 0.064) G_GAN: -0.083 G_GAN_Feat: 0.882 G_ID: 0.195 G_Rec: 0.318 D_GP: 0.225 D_real: 0.294 D_fake: 1.084 (epoch: 220, iters: 7248, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 1.002 G_ID: 0.189 G_Rec: 0.388 D_GP: 0.031 D_real: 0.737 D_fake: 0.795 (epoch: 220, iters: 7648, time: 0.064) G_GAN: 0.768 G_GAN_Feat: 1.046 G_ID: 0.151 G_Rec: 0.345 D_GP: 0.057 D_real: 1.100 D_fake: 0.655 (epoch: 220, iters: 8048, time: 0.064) G_GAN: 0.443 G_GAN_Feat: 0.997 G_ID: 0.165 G_Rec: 0.442 D_GP: 0.022 D_real: 1.171 D_fake: 0.558 (epoch: 220, iters: 8448, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 0.786 G_ID: 0.122 G_Rec: 0.334 D_GP: 0.084 D_real: 0.678 D_fake: 0.921 (epoch: 221, iters: 240, time: 0.064) G_GAN: 0.629 G_GAN_Feat: 0.899 G_ID: 0.164 G_Rec: 0.390 D_GP: 0.043 D_real: 1.293 D_fake: 0.383 (epoch: 221, iters: 640, time: 0.064) G_GAN: 0.165 G_GAN_Feat: 0.627 G_ID: 0.146 G_Rec: 0.309 D_GP: 0.023 D_real: 1.128 D_fake: 0.835 (epoch: 221, iters: 1040, time: 0.064) G_GAN: 0.541 G_GAN_Feat: 0.825 G_ID: 0.162 G_Rec: 0.362 D_GP: 0.026 D_real: 1.243 D_fake: 0.480 (epoch: 221, iters: 1440, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.643 G_ID: 0.133 G_Rec: 0.277 D_GP: 0.020 D_real: 1.365 D_fake: 0.582 (epoch: 221, iters: 1840, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 1.092 G_ID: 0.159 G_Rec: 0.468 D_GP: 0.046 D_real: 0.557 D_fake: 0.580 (epoch: 221, iters: 2240, time: 0.064) G_GAN: -0.043 G_GAN_Feat: 0.687 G_ID: 0.161 G_Rec: 0.314 D_GP: 0.028 D_real: 0.801 D_fake: 1.044 (epoch: 221, iters: 2640, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.937 G_ID: 0.181 G_Rec: 0.439 D_GP: 0.033 D_real: 0.997 D_fake: 0.626 (epoch: 221, iters: 3040, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.750 G_ID: 0.139 G_Rec: 0.339 D_GP: 0.032 D_real: 1.172 D_fake: 0.686 (epoch: 221, iters: 3440, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 0.882 G_ID: 0.164 G_Rec: 0.396 D_GP: 0.023 D_real: 1.219 D_fake: 0.511 (epoch: 221, iters: 3840, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.642 G_ID: 0.142 G_Rec: 0.292 D_GP: 0.022 D_real: 1.221 D_fake: 0.717 (epoch: 221, iters: 4240, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.863 G_ID: 0.152 G_Rec: 0.368 D_GP: 0.024 D_real: 1.302 D_fake: 0.463 (epoch: 221, iters: 4640, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.537 G_ID: 0.130 G_Rec: 0.299 D_GP: 0.018 D_real: 1.211 D_fake: 0.782 (epoch: 221, iters: 5040, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.713 G_ID: 0.180 G_Rec: 0.393 D_GP: 0.020 D_real: 1.145 D_fake: 0.725 (epoch: 221, iters: 5440, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.569 G_ID: 0.136 G_Rec: 0.315 D_GP: 0.017 D_real: 1.119 D_fake: 0.829 (epoch: 221, iters: 5840, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.775 G_ID: 0.170 G_Rec: 0.455 D_GP: 0.022 D_real: 1.142 D_fake: 0.608 (epoch: 221, iters: 6240, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.589 G_ID: 0.156 G_Rec: 0.317 D_GP: 0.027 D_real: 1.019 D_fake: 0.885 (epoch: 221, iters: 6640, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.717 G_ID: 0.194 G_Rec: 0.381 D_GP: 0.026 D_real: 0.997 D_fake: 0.809 (epoch: 221, iters: 7040, time: 0.064) G_GAN: -0.034 G_GAN_Feat: 0.538 G_ID: 0.132 G_Rec: 0.306 D_GP: 0.022 D_real: 0.939 D_fake: 1.034 (epoch: 221, iters: 7440, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.725 G_ID: 0.177 G_Rec: 0.401 D_GP: 0.027 D_real: 0.860 D_fake: 0.889 (epoch: 221, iters: 7840, time: 0.064) G_GAN: 0.016 G_GAN_Feat: 0.627 G_ID: 0.175 G_Rec: 0.306 D_GP: 0.038 D_real: 0.883 D_fake: 0.984 (epoch: 221, iters: 8240, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.757 G_ID: 0.195 G_Rec: 0.365 D_GP: 0.037 D_real: 0.853 D_fake: 0.867 (epoch: 222, iters: 32, time: 0.064) G_GAN: 0.098 G_GAN_Feat: 0.610 G_ID: 0.119 G_Rec: 0.299 D_GP: 0.027 D_real: 1.126 D_fake: 0.905 (epoch: 222, iters: 432, time: 0.064) G_GAN: 0.120 G_GAN_Feat: 0.787 G_ID: 0.190 G_Rec: 0.408 D_GP: 0.025 D_real: 0.915 D_fake: 0.881 (epoch: 222, iters: 832, time: 0.064) G_GAN: 0.057 G_GAN_Feat: 0.581 G_ID: 0.115 G_Rec: 0.268 D_GP: 0.026 D_real: 1.005 D_fake: 0.943 (epoch: 222, iters: 1232, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.740 G_ID: 0.163 G_Rec: 0.367 D_GP: 0.027 D_real: 1.248 D_fake: 0.580 (epoch: 222, iters: 1632, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 0.611 G_ID: 0.153 G_Rec: 0.308 D_GP: 0.039 D_real: 0.946 D_fake: 0.927 (epoch: 222, iters: 2032, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.801 G_ID: 0.170 G_Rec: 0.402 D_GP: 0.023 D_real: 1.066 D_fake: 0.718 (epoch: 222, iters: 2432, time: 0.064) G_GAN: 0.022 G_GAN_Feat: 0.689 G_ID: 0.129 G_Rec: 0.293 D_GP: 0.039 D_real: 0.831 D_fake: 0.978 (epoch: 222, iters: 2832, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.814 G_ID: 0.189 G_Rec: 0.372 D_GP: 0.037 D_real: 0.927 D_fake: 0.772 (epoch: 222, iters: 3232, time: 0.064) G_GAN: -0.181 G_GAN_Feat: 0.711 G_ID: 0.165 G_Rec: 0.336 D_GP: 0.035 D_real: 0.814 D_fake: 1.182 (epoch: 222, iters: 3632, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.790 G_ID: 0.180 G_Rec: 0.400 D_GP: 0.025 D_real: 1.082 D_fake: 0.656 (epoch: 222, iters: 4032, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.601 G_ID: 0.121 G_Rec: 0.288 D_GP: 0.023 D_real: 1.273 D_fake: 0.675 (epoch: 222, iters: 4432, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.831 G_ID: 0.173 G_Rec: 0.461 D_GP: 0.042 D_real: 1.090 D_fake: 0.543 (epoch: 222, iters: 4832, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.553 G_ID: 0.122 G_Rec: 0.261 D_GP: 0.022 D_real: 1.127 D_fake: 0.804 (epoch: 222, iters: 5232, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 1.118 G_ID: 0.182 G_Rec: 0.512 D_GP: 1.347 D_real: 0.623 D_fake: 0.578 (epoch: 222, iters: 5632, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.577 G_ID: 0.129 G_Rec: 0.279 D_GP: 0.021 D_real: 1.176 D_fake: 0.759 (epoch: 222, iters: 6032, time: 0.064) G_GAN: 0.504 G_GAN_Feat: 0.838 G_ID: 0.154 G_Rec: 0.382 D_GP: 0.041 D_real: 1.107 D_fake: 0.498 (epoch: 222, iters: 6432, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 0.650 G_ID: 0.128 G_Rec: 0.291 D_GP: 0.031 D_real: 1.142 D_fake: 0.795 (epoch: 222, iters: 6832, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.895 G_ID: 0.184 G_Rec: 0.432 D_GP: 0.053 D_real: 0.800 D_fake: 0.740 (epoch: 222, iters: 7232, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 0.618 G_ID: 0.140 G_Rec: 0.290 D_GP: 0.022 D_real: 1.065 D_fake: 0.803 (epoch: 222, iters: 7632, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.773 G_ID: 0.175 G_Rec: 0.380 D_GP: 0.026 D_real: 1.204 D_fake: 0.559 (epoch: 222, iters: 8032, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.591 G_ID: 0.120 G_Rec: 0.277 D_GP: 0.022 D_real: 1.326 D_fake: 0.635 (epoch: 222, iters: 8432, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.895 G_ID: 0.199 G_Rec: 0.370 D_GP: 0.062 D_real: 0.908 D_fake: 0.496 (epoch: 223, iters: 224, time: 0.064) G_GAN: 0.183 G_GAN_Feat: 0.676 G_ID: 0.141 G_Rec: 0.301 D_GP: 0.032 D_real: 0.958 D_fake: 0.817 (epoch: 223, iters: 624, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.817 G_ID: 0.179 G_Rec: 0.460 D_GP: 0.020 D_real: 1.241 D_fake: 0.570 (epoch: 223, iters: 1024, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.730 G_ID: 0.166 G_Rec: 0.315 D_GP: 0.035 D_real: 0.971 D_fake: 0.841 (epoch: 223, iters: 1424, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.811 G_ID: 0.169 G_Rec: 0.450 D_GP: 0.024 D_real: 1.189 D_fake: 0.506 (epoch: 223, iters: 1824, time: 0.064) G_GAN: -0.041 G_GAN_Feat: 0.662 G_ID: 0.156 G_Rec: 0.301 D_GP: 0.042 D_real: 0.776 D_fake: 1.041 (epoch: 223, iters: 2224, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.940 G_ID: 0.166 G_Rec: 0.431 D_GP: 0.035 D_real: 0.898 D_fake: 0.702 (epoch: 223, iters: 2624, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 0.731 G_ID: 0.126 G_Rec: 0.333 D_GP: 0.101 D_real: 0.770 D_fake: 0.921 (epoch: 223, iters: 3024, time: 0.064) G_GAN: 0.572 G_GAN_Feat: 0.841 G_ID: 0.170 G_Rec: 0.382 D_GP: 0.024 D_real: 1.228 D_fake: 0.452 (epoch: 223, iters: 3424, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.755 G_ID: 0.141 G_Rec: 0.324 D_GP: 0.058 D_real: 0.958 D_fake: 0.798 (epoch: 223, iters: 3824, time: 0.064) G_GAN: 0.568 G_GAN_Feat: 1.018 G_ID: 0.163 G_Rec: 0.425 D_GP: 0.157 D_real: 0.682 D_fake: 0.440 (epoch: 223, iters: 4224, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.702 G_ID: 0.144 G_Rec: 0.374 D_GP: 0.029 D_real: 1.098 D_fake: 0.829 (epoch: 223, iters: 4624, time: 0.064) G_GAN: 0.586 G_GAN_Feat: 0.838 G_ID: 0.168 G_Rec: 0.390 D_GP: 0.020 D_real: 1.330 D_fake: 0.419 (epoch: 223, iters: 5024, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.718 G_ID: 0.134 G_Rec: 0.301 D_GP: 0.057 D_real: 0.790 D_fake: 0.926 (epoch: 223, iters: 5424, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.883 G_ID: 0.194 G_Rec: 0.404 D_GP: 0.025 D_real: 1.245 D_fake: 0.440 (epoch: 223, iters: 5824, time: 0.064) G_GAN: 0.571 G_GAN_Feat: 0.788 G_ID: 0.136 G_Rec: 0.321 D_GP: 0.036 D_real: 1.409 D_fake: 0.539 (epoch: 223, iters: 6224, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.952 G_ID: 0.160 G_Rec: 0.373 D_GP: 0.161 D_real: 0.397 D_fake: 0.874 (epoch: 223, iters: 6624, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.729 G_ID: 0.126 G_Rec: 0.357 D_GP: 0.033 D_real: 1.132 D_fake: 0.729 (epoch: 223, iters: 7024, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.764 G_ID: 0.194 G_Rec: 0.421 D_GP: 0.020 D_real: 1.110 D_fake: 0.750 (epoch: 223, iters: 7424, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.836 G_ID: 0.134 G_Rec: 0.356 D_GP: 0.021 D_real: 0.933 D_fake: 0.907 (epoch: 223, iters: 7824, time: 0.064) G_GAN: 0.025 G_GAN_Feat: 0.752 G_ID: 0.163 G_Rec: 0.359 D_GP: 0.020 D_real: 0.878 D_fake: 0.978 (epoch: 223, iters: 8224, time: 0.064) G_GAN: 0.024 G_GAN_Feat: 0.654 G_ID: 0.138 G_Rec: 0.301 D_GP: 0.030 D_real: 0.956 D_fake: 0.976 (epoch: 224, iters: 16, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 1.031 G_ID: 0.151 G_Rec: 0.429 D_GP: 0.085 D_real: 0.633 D_fake: 0.595 (epoch: 224, iters: 416, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.587 G_ID: 0.124 G_Rec: 0.251 D_GP: 0.025 D_real: 1.350 D_fake: 0.614 (epoch: 224, iters: 816, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.698 G_ID: 0.172 G_Rec: 0.334 D_GP: 0.021 D_real: 1.019 D_fake: 0.759 (epoch: 224, iters: 1216, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.628 G_ID: 0.143 G_Rec: 0.295 D_GP: 0.024 D_real: 0.940 D_fake: 0.965 (epoch: 224, iters: 1616, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.831 G_ID: 0.170 G_Rec: 0.377 D_GP: 0.035 D_real: 0.826 D_fake: 0.886 (epoch: 224, iters: 2016, time: 0.064) G_GAN: -0.224 G_GAN_Feat: 0.790 G_ID: 0.118 G_Rec: 0.325 D_GP: 0.100 D_real: 0.361 D_fake: 1.224 (epoch: 224, iters: 2416, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 0.917 G_ID: 0.164 G_Rec: 0.399 D_GP: 0.088 D_real: 0.913 D_fake: 0.489 (epoch: 224, iters: 2816, time: 0.064) G_GAN: 0.068 G_GAN_Feat: 0.905 G_ID: 0.122 G_Rec: 0.328 D_GP: 0.085 D_real: 0.513 D_fake: 0.933 (epoch: 224, iters: 3216, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.926 G_ID: 0.195 G_Rec: 0.401 D_GP: 0.037 D_real: 1.107 D_fake: 0.684 (epoch: 224, iters: 3616, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.707 G_ID: 0.154 G_Rec: 0.300 D_GP: 0.034 D_real: 1.044 D_fake: 0.744 (epoch: 224, iters: 4016, time: 0.064) G_GAN: 0.694 G_GAN_Feat: 0.831 G_ID: 0.173 G_Rec: 0.394 D_GP: 0.023 D_real: 1.421 D_fake: 0.330 (epoch: 224, iters: 4416, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.743 G_ID: 0.130 G_Rec: 0.288 D_GP: 0.041 D_real: 1.111 D_fake: 0.605 (epoch: 224, iters: 4816, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.797 G_ID: 0.167 G_Rec: 0.366 D_GP: 0.025 D_real: 1.356 D_fake: 0.441 (epoch: 224, iters: 5216, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.682 G_ID: 0.133 G_Rec: 0.298 D_GP: 0.030 D_real: 1.239 D_fake: 0.652 (epoch: 224, iters: 5616, time: 0.064) G_GAN: 0.833 G_GAN_Feat: 0.994 G_ID: 0.173 G_Rec: 0.440 D_GP: 0.071 D_real: 1.141 D_fake: 0.389 (epoch: 224, iters: 6016, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.909 G_ID: 0.134 G_Rec: 0.354 D_GP: 0.140 D_real: 0.478 D_fake: 0.684 (epoch: 224, iters: 6416, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 1.206 G_ID: 0.179 G_Rec: 0.435 D_GP: 0.369 D_real: 0.270 D_fake: 0.611 (epoch: 224, iters: 6816, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.877 G_ID: 0.118 G_Rec: 0.308 D_GP: 0.050 D_real: 1.008 D_fake: 0.726 (epoch: 224, iters: 7216, time: 0.064) G_GAN: 0.607 G_GAN_Feat: 0.878 G_ID: 0.186 G_Rec: 0.412 D_GP: 0.020 D_real: 1.313 D_fake: 0.403 (epoch: 224, iters: 7616, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.643 G_ID: 0.152 G_Rec: 0.287 D_GP: 0.023 D_real: 1.190 D_fake: 0.752 (epoch: 224, iters: 8016, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 1.062 G_ID: 0.188 G_Rec: 0.451 D_GP: 0.315 D_real: 0.377 D_fake: 0.707 (epoch: 224, iters: 8416, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.744 G_ID: 0.127 G_Rec: 0.299 D_GP: 0.030 D_real: 1.035 D_fake: 0.730 (epoch: 225, iters: 208, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.946 G_ID: 0.174 G_Rec: 0.413 D_GP: 0.057 D_real: 0.889 D_fake: 0.661 (epoch: 225, iters: 608, time: 0.064) G_GAN: -0.008 G_GAN_Feat: 0.724 G_ID: 0.149 G_Rec: 0.306 D_GP: 0.021 D_real: 0.926 D_fake: 1.008 (epoch: 225, iters: 1008, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 0.847 G_ID: 0.162 G_Rec: 0.368 D_GP: 0.034 D_real: 1.212 D_fake: 0.495 (epoch: 225, iters: 1408, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.655 G_ID: 0.138 G_Rec: 0.294 D_GP: 0.020 D_real: 1.290 D_fake: 0.655 (epoch: 225, iters: 1808, time: 0.064) G_GAN: 0.104 G_GAN_Feat: 0.838 G_ID: 0.173 G_Rec: 0.373 D_GP: 0.021 D_real: 0.885 D_fake: 0.896 (epoch: 225, iters: 2208, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.876 G_ID: 0.156 G_Rec: 0.325 D_GP: 0.098 D_real: 0.539 D_fake: 0.618 (epoch: 225, iters: 2608, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.822 G_ID: 0.165 G_Rec: 0.411 D_GP: 0.024 D_real: 0.964 D_fake: 0.771 (epoch: 225, iters: 3008, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.631 G_ID: 0.121 G_Rec: 0.295 D_GP: 0.023 D_real: 1.177 D_fake: 0.783 (epoch: 225, iters: 3408, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.938 G_ID: 0.169 G_Rec: 0.432 D_GP: 0.036 D_real: 0.976 D_fake: 0.581 (epoch: 225, iters: 3808, time: 0.064) G_GAN: -0.226 G_GAN_Feat: 0.563 G_ID: 0.122 G_Rec: 0.317 D_GP: 0.016 D_real: 0.738 D_fake: 1.227 (epoch: 225, iters: 4208, time: 0.064) G_GAN: -0.061 G_GAN_Feat: 0.753 G_ID: 0.200 G_Rec: 0.384 D_GP: 0.021 D_real: 0.740 D_fake: 1.062 (epoch: 225, iters: 4608, time: 0.064) G_GAN: -0.231 G_GAN_Feat: 0.730 G_ID: 0.123 G_Rec: 0.355 D_GP: 0.041 D_real: 0.633 D_fake: 1.232 (epoch: 225, iters: 5008, time: 0.064) G_GAN: -0.018 G_GAN_Feat: 0.769 G_ID: 0.220 G_Rec: 0.374 D_GP: 0.026 D_real: 0.779 D_fake: 1.018 (epoch: 225, iters: 5408, time: 0.064) G_GAN: 0.013 G_GAN_Feat: 0.621 G_ID: 0.127 G_Rec: 0.286 D_GP: 0.029 D_real: 0.937 D_fake: 0.987 (epoch: 225, iters: 5808, time: 0.064) G_GAN: 0.495 G_GAN_Feat: 0.782 G_ID: 0.159 G_Rec: 0.377 D_GP: 0.025 D_real: 1.241 D_fake: 0.520 (epoch: 225, iters: 6208, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.898 G_ID: 0.120 G_Rec: 0.335 D_GP: 0.159 D_real: 0.549 D_fake: 0.767 (epoch: 225, iters: 6608, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.890 G_ID: 0.190 G_Rec: 0.375 D_GP: 0.045 D_real: 0.858 D_fake: 0.672 (epoch: 225, iters: 7008, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.688 G_ID: 0.152 G_Rec: 0.365 D_GP: 0.020 D_real: 1.254 D_fake: 0.726 (epoch: 225, iters: 7408, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.819 G_ID: 0.168 G_Rec: 0.413 D_GP: 0.023 D_real: 1.159 D_fake: 0.623 (epoch: 225, iters: 7808, time: 0.064) G_GAN: -0.070 G_GAN_Feat: 0.702 G_ID: 0.143 G_Rec: 0.303 D_GP: 0.034 D_real: 0.831 D_fake: 1.070 (epoch: 225, iters: 8208, time: 0.064) G_GAN: 0.590 G_GAN_Feat: 0.835 G_ID: 0.165 G_Rec: 0.371 D_GP: 0.022 D_real: 1.268 D_fake: 0.417 (epoch: 225, iters: 8608, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.714 G_ID: 0.129 G_Rec: 0.290 D_GP: 0.032 D_real: 1.042 D_fake: 0.814 (epoch: 226, iters: 400, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.809 G_ID: 0.168 G_Rec: 0.412 D_GP: 0.024 D_real: 1.131 D_fake: 0.608 (epoch: 226, iters: 800, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.773 G_ID: 0.113 G_Rec: 0.314 D_GP: 0.100 D_real: 0.778 D_fake: 0.831 (epoch: 226, iters: 1200, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.873 G_ID: 0.211 G_Rec: 0.387 D_GP: 0.024 D_real: 1.095 D_fake: 0.575 (epoch: 226, iters: 1600, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.857 G_ID: 0.156 G_Rec: 0.319 D_GP: 0.159 D_real: 0.505 D_fake: 0.819 (epoch: 226, iters: 2000, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.812 G_ID: 0.224 G_Rec: 0.338 D_GP: 0.028 D_real: 1.146 D_fake: 0.565 (epoch: 226, iters: 2400, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.906 G_ID: 0.134 G_Rec: 0.317 D_GP: 0.032 D_real: 0.708 D_fake: 0.707 (epoch: 226, iters: 2800, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.717 G_ID: 0.178 G_Rec: 0.385 D_GP: 0.021 D_real: 1.179 D_fake: 0.679 (epoch: 226, iters: 3200, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.568 G_ID: 0.144 G_Rec: 0.310 D_GP: 0.019 D_real: 1.284 D_fake: 0.675 (epoch: 226, iters: 3600, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.701 G_ID: 0.172 G_Rec: 0.353 D_GP: 0.021 D_real: 1.209 D_fake: 0.662 (epoch: 226, iters: 4000, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.652 G_ID: 0.134 G_Rec: 0.322 D_GP: 0.028 D_real: 1.016 D_fake: 0.834 (epoch: 226, iters: 4400, time: 0.064) G_GAN: 0.072 G_GAN_Feat: 0.791 G_ID: 0.173 G_Rec: 0.391 D_GP: 0.037 D_real: 0.805 D_fake: 0.928 (epoch: 226, iters: 4800, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.617 G_ID: 0.138 G_Rec: 0.313 D_GP: 0.028 D_real: 1.018 D_fake: 0.909 (epoch: 226, iters: 5200, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.827 G_ID: 0.164 G_Rec: 0.396 D_GP: 0.033 D_real: 1.185 D_fake: 0.651 (epoch: 226, iters: 5600, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.611 G_ID: 0.120 G_Rec: 0.299 D_GP: 0.031 D_real: 1.165 D_fake: 0.763 (epoch: 226, iters: 6000, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.953 G_ID: 0.190 G_Rec: 0.438 D_GP: 0.049 D_real: 1.021 D_fake: 0.534 (epoch: 226, iters: 6400, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.703 G_ID: 0.142 G_Rec: 0.329 D_GP: 0.053 D_real: 0.948 D_fake: 0.812 (epoch: 226, iters: 6800, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.767 G_ID: 0.151 G_Rec: 0.381 D_GP: 0.025 D_real: 1.168 D_fake: 0.572 (epoch: 226, iters: 7200, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.644 G_ID: 0.136 G_Rec: 0.310 D_GP: 0.034 D_real: 1.257 D_fake: 0.687 (epoch: 226, iters: 7600, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.898 G_ID: 0.173 G_Rec: 0.402 D_GP: 0.038 D_real: 1.109 D_fake: 0.563 (epoch: 226, iters: 8000, time: 0.064) G_GAN: -0.020 G_GAN_Feat: 0.722 G_ID: 0.154 G_Rec: 0.305 D_GP: 0.039 D_real: 0.684 D_fake: 1.020 (epoch: 226, iters: 8400, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 1.019 G_ID: 0.180 G_Rec: 0.413 D_GP: 0.124 D_real: 0.449 D_fake: 0.799 (epoch: 227, iters: 192, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.639 G_ID: 0.130 G_Rec: 0.314 D_GP: 0.017 D_real: 1.214 D_fake: 0.769 (epoch: 227, iters: 592, time: 0.064) G_GAN: 0.480 G_GAN_Feat: 0.777 G_ID: 0.161 G_Rec: 0.400 D_GP: 0.020 D_real: 1.218 D_fake: 0.522 (epoch: 227, iters: 992, time: 0.064) G_GAN: 0.183 G_GAN_Feat: 0.706 G_ID: 0.131 G_Rec: 0.350 D_GP: 0.040 D_real: 0.977 D_fake: 0.817 (epoch: 227, iters: 1392, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 0.759 G_ID: 0.167 G_Rec: 0.384 D_GP: 0.029 D_real: 1.296 D_fake: 0.511 (epoch: 227, iters: 1792, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.729 G_ID: 0.130 G_Rec: 0.362 D_GP: 0.052 D_real: 1.129 D_fake: 0.749 (epoch: 227, iters: 2192, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.861 G_ID: 0.190 G_Rec: 0.446 D_GP: 0.029 D_real: 1.008 D_fake: 0.597 (epoch: 227, iters: 2592, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.632 G_ID: 0.114 G_Rec: 0.295 D_GP: 0.031 D_real: 1.181 D_fake: 0.722 (epoch: 227, iters: 2992, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 1.011 G_ID: 0.182 G_Rec: 0.420 D_GP: 0.088 D_real: 0.805 D_fake: 0.632 (epoch: 227, iters: 3392, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.804 G_ID: 0.127 G_Rec: 0.306 D_GP: 0.040 D_real: 0.695 D_fake: 0.915 (epoch: 227, iters: 3792, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.897 G_ID: 0.150 G_Rec: 0.416 D_GP: 0.023 D_real: 0.877 D_fake: 0.878 (epoch: 227, iters: 4192, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.695 G_ID: 0.139 G_Rec: 0.287 D_GP: 0.026 D_real: 1.176 D_fake: 0.729 (epoch: 227, iters: 4592, time: 0.064) G_GAN: 0.567 G_GAN_Feat: 1.122 G_ID: 0.228 G_Rec: 0.439 D_GP: 0.090 D_real: 0.423 D_fake: 0.489 (epoch: 227, iters: 4992, time: 0.064) G_GAN: 0.311 G_GAN_Feat: 0.695 G_ID: 0.132 G_Rec: 0.331 D_GP: 0.031 D_real: 1.121 D_fake: 0.691 (epoch: 227, iters: 5392, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.869 G_ID: 0.174 G_Rec: 0.379 D_GP: 0.042 D_real: 0.942 D_fake: 0.646 (epoch: 227, iters: 5792, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.881 G_ID: 0.141 G_Rec: 0.322 D_GP: 0.067 D_real: 1.356 D_fake: 0.721 (epoch: 227, iters: 6192, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.854 G_ID: 0.167 G_Rec: 0.409 D_GP: 0.028 D_real: 0.962 D_fake: 0.653 (epoch: 227, iters: 6592, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.630 G_ID: 0.111 G_Rec: 0.302 D_GP: 0.031 D_real: 1.082 D_fake: 0.868 (epoch: 227, iters: 6992, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 1.008 G_ID: 0.164 G_Rec: 0.454 D_GP: 0.057 D_real: 0.789 D_fake: 0.638 (epoch: 227, iters: 7392, time: 0.064) G_GAN: 0.076 G_GAN_Feat: 0.681 G_ID: 0.129 G_Rec: 0.327 D_GP: 0.037 D_real: 1.011 D_fake: 0.925 (epoch: 227, iters: 7792, time: 0.064) G_GAN: 0.529 G_GAN_Feat: 0.942 G_ID: 0.147 G_Rec: 0.395 D_GP: 0.066 D_real: 0.956 D_fake: 0.478 (epoch: 227, iters: 8192, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.596 G_ID: 0.143 G_Rec: 0.252 D_GP: 0.022 D_real: 1.034 D_fake: 0.887 (epoch: 227, iters: 8592, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.824 G_ID: 0.169 G_Rec: 0.403 D_GP: 0.031 D_real: 1.077 D_fake: 0.610 (epoch: 228, iters: 384, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.652 G_ID: 0.153 G_Rec: 0.331 D_GP: 0.028 D_real: 1.130 D_fake: 0.813 (epoch: 228, iters: 784, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.885 G_ID: 0.158 G_Rec: 0.390 D_GP: 0.063 D_real: 0.848 D_fake: 0.832 (epoch: 228, iters: 1184, time: 0.064) G_GAN: 0.026 G_GAN_Feat: 0.741 G_ID: 0.130 G_Rec: 0.308 D_GP: 0.044 D_real: 0.797 D_fake: 0.974 (epoch: 228, iters: 1584, time: 0.064) G_GAN: 0.647 G_GAN_Feat: 1.097 G_ID: 0.160 G_Rec: 0.422 D_GP: 0.039 D_real: 1.221 D_fake: 0.408 (epoch: 228, iters: 1984, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 0.825 G_ID: 0.142 G_Rec: 0.313 D_GP: 0.124 D_real: 0.709 D_fake: 0.907 (epoch: 228, iters: 2384, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.851 G_ID: 0.198 G_Rec: 0.413 D_GP: 0.028 D_real: 1.116 D_fake: 0.570 (epoch: 228, iters: 2784, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.630 G_ID: 0.128 G_Rec: 0.273 D_GP: 0.026 D_real: 1.027 D_fake: 0.852 (epoch: 228, iters: 3184, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.801 G_ID: 0.163 G_Rec: 0.368 D_GP: 0.033 D_real: 1.074 D_fake: 0.671 (epoch: 228, iters: 3584, time: 0.064) G_GAN: 0.057 G_GAN_Feat: 1.051 G_ID: 0.117 G_Rec: 0.328 D_GP: 0.169 D_real: 0.537 D_fake: 0.945 (epoch: 228, iters: 3984, time: 0.064) G_GAN: 0.720 G_GAN_Feat: 0.966 G_ID: 0.198 G_Rec: 0.409 D_GP: 0.036 D_real: 1.287 D_fake: 0.359 (epoch: 228, iters: 4384, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 1.016 G_ID: 0.126 G_Rec: 0.327 D_GP: 0.316 D_real: 0.385 D_fake: 0.792 (epoch: 228, iters: 4784, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.908 G_ID: 0.203 G_Rec: 0.372 D_GP: 0.050 D_real: 0.856 D_fake: 0.648 (epoch: 228, iters: 5184, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.720 G_ID: 0.155 G_Rec: 0.307 D_GP: 0.023 D_real: 1.047 D_fake: 0.838 (epoch: 228, iters: 5584, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.873 G_ID: 0.202 G_Rec: 0.398 D_GP: 0.026 D_real: 0.913 D_fake: 0.750 (epoch: 228, iters: 5984, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.699 G_ID: 0.147 G_Rec: 0.305 D_GP: 0.020 D_real: 0.993 D_fake: 0.917 (epoch: 228, iters: 6384, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.874 G_ID: 0.176 G_Rec: 0.353 D_GP: 0.062 D_real: 0.839 D_fake: 0.618 (epoch: 228, iters: 6784, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 0.600 G_ID: 0.123 G_Rec: 0.285 D_GP: 0.022 D_real: 1.159 D_fake: 0.775 (epoch: 228, iters: 7184, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.872 G_ID: 0.183 G_Rec: 0.365 D_GP: 0.026 D_real: 1.190 D_fake: 0.544 (epoch: 228, iters: 7584, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.892 G_ID: 0.141 G_Rec: 0.308 D_GP: 0.047 D_real: 0.616 D_fake: 0.801 (epoch: 228, iters: 7984, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 1.145 G_ID: 0.180 G_Rec: 0.421 D_GP: 0.243 D_real: 0.421 D_fake: 0.552 (epoch: 228, iters: 8384, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.842 G_ID: 0.126 G_Rec: 0.310 D_GP: 0.077 D_real: 0.751 D_fake: 0.695 (epoch: 229, iters: 176, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.838 G_ID: 0.144 G_Rec: 0.366 D_GP: 0.027 D_real: 1.103 D_fake: 0.669 (epoch: 229, iters: 576, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.779 G_ID: 0.116 G_Rec: 0.354 D_GP: 0.023 D_real: 1.099 D_fake: 0.725 (epoch: 229, iters: 976, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.904 G_ID: 0.162 G_Rec: 0.421 D_GP: 0.024 D_real: 1.211 D_fake: 0.581 (epoch: 229, iters: 1376, time: 0.064) G_GAN: -0.210 G_GAN_Feat: 0.656 G_ID: 0.143 G_Rec: 0.304 D_GP: 0.020 D_real: 0.745 D_fake: 1.210 (epoch: 229, iters: 1776, time: 0.064) G_GAN: -0.130 G_GAN_Feat: 0.750 G_ID: 0.170 G_Rec: 0.389 D_GP: 0.017 D_real: 0.675 D_fake: 1.131 (epoch: 229, iters: 2176, time: 0.064) G_GAN: -0.192 G_GAN_Feat: 0.564 G_ID: 0.112 G_Rec: 0.267 D_GP: 0.019 D_real: 0.803 D_fake: 1.192 (epoch: 229, iters: 2576, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.808 G_ID: 0.171 G_Rec: 0.386 D_GP: 0.030 D_real: 0.781 D_fake: 0.953 (epoch: 229, iters: 2976, time: 0.064) G_GAN: -0.275 G_GAN_Feat: 0.742 G_ID: 0.122 G_Rec: 0.326 D_GP: 0.060 D_real: 0.403 D_fake: 1.275 (epoch: 229, iters: 3376, time: 0.064) G_GAN: 0.488 G_GAN_Feat: 0.971 G_ID: 0.166 G_Rec: 0.444 D_GP: 0.035 D_real: 1.150 D_fake: 0.550 (epoch: 229, iters: 3776, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.784 G_ID: 0.125 G_Rec: 0.315 D_GP: 0.038 D_real: 0.920 D_fake: 0.721 (epoch: 229, iters: 4176, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.969 G_ID: 0.184 G_Rec: 0.368 D_GP: 0.102 D_real: 0.348 D_fake: 0.882 (epoch: 229, iters: 4576, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.587 G_ID: 0.110 G_Rec: 0.295 D_GP: 0.020 D_real: 1.260 D_fake: 0.714 (epoch: 229, iters: 4976, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.718 G_ID: 0.158 G_Rec: 0.413 D_GP: 0.017 D_real: 1.136 D_fake: 0.676 (epoch: 229, iters: 5376, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.607 G_ID: 0.131 G_Rec: 0.330 D_GP: 0.022 D_real: 1.136 D_fake: 0.810 (epoch: 229, iters: 5776, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.695 G_ID: 0.181 G_Rec: 0.339 D_GP: 0.023 D_real: 0.937 D_fake: 0.850 (epoch: 229, iters: 6176, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.584 G_ID: 0.137 G_Rec: 0.342 D_GP: 0.026 D_real: 0.994 D_fake: 0.932 (epoch: 229, iters: 6576, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.827 G_ID: 0.167 G_Rec: 0.480 D_GP: 0.035 D_real: 0.750 D_fake: 0.878 (epoch: 229, iters: 6976, time: 0.064) G_GAN: 0.046 G_GAN_Feat: 0.589 G_ID: 0.162 G_Rec: 0.283 D_GP: 0.028 D_real: 0.998 D_fake: 0.954 (epoch: 229, iters: 7376, time: 0.064) G_GAN: 0.204 G_GAN_Feat: 0.816 G_ID: 0.189 G_Rec: 0.392 D_GP: 0.064 D_real: 0.777 D_fake: 0.799 (epoch: 229, iters: 7776, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.622 G_ID: 0.142 G_Rec: 0.314 D_GP: 0.036 D_real: 1.002 D_fake: 0.889 (epoch: 229, iters: 8176, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.844 G_ID: 0.173 G_Rec: 0.406 D_GP: 0.056 D_real: 0.785 D_fake: 0.736 (epoch: 229, iters: 8576, time: 0.064) G_GAN: 0.109 G_GAN_Feat: 0.591 G_ID: 0.136 G_Rec: 0.303 D_GP: 0.021 D_real: 1.033 D_fake: 0.891 (epoch: 230, iters: 368, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.805 G_ID: 0.155 G_Rec: 0.379 D_GP: 0.032 D_real: 0.862 D_fake: 0.830 (epoch: 230, iters: 768, time: 0.064) G_GAN: -0.028 G_GAN_Feat: 0.709 G_ID: 0.122 G_Rec: 0.328 D_GP: 0.029 D_real: 0.930 D_fake: 1.028 (epoch: 230, iters: 1168, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.825 G_ID: 0.166 G_Rec: 0.424 D_GP: 0.023 D_real: 1.162 D_fake: 0.566 (epoch: 230, iters: 1568, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.646 G_ID: 0.130 G_Rec: 0.449 D_GP: 0.025 D_real: 1.048 D_fake: 0.856 (epoch: 230, iters: 1968, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.804 G_ID: 0.171 G_Rec: 0.396 D_GP: 0.028 D_real: 1.142 D_fake: 0.631 (epoch: 230, iters: 2368, time: 0.064) G_GAN: -0.019 G_GAN_Feat: 0.718 G_ID: 0.145 G_Rec: 0.301 D_GP: 0.074 D_real: 0.715 D_fake: 1.019 (epoch: 230, iters: 2768, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.812 G_ID: 0.193 G_Rec: 0.386 D_GP: 0.029 D_real: 1.040 D_fake: 0.638 (epoch: 230, iters: 3168, time: 0.064) G_GAN: -0.105 G_GAN_Feat: 0.639 G_ID: 0.160 G_Rec: 0.325 D_GP: 0.022 D_real: 0.921 D_fake: 1.105 (epoch: 230, iters: 3568, time: 0.064) G_GAN: 0.099 G_GAN_Feat: 0.842 G_ID: 0.169 G_Rec: 0.395 D_GP: 0.025 D_real: 0.842 D_fake: 0.901 (epoch: 230, iters: 3968, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.691 G_ID: 0.112 G_Rec: 0.303 D_GP: 0.035 D_real: 1.258 D_fake: 0.572 (epoch: 230, iters: 4368, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.722 G_ID: 0.166 G_Rec: 0.362 D_GP: 0.019 D_real: 1.082 D_fake: 0.762 (epoch: 230, iters: 4768, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.579 G_ID: 0.116 G_Rec: 0.295 D_GP: 0.020 D_real: 1.372 D_fake: 0.598 (epoch: 230, iters: 5168, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.794 G_ID: 0.184 G_Rec: 0.363 D_GP: 0.030 D_real: 1.169 D_fake: 0.548 (epoch: 230, iters: 5568, time: 0.064) G_GAN: 0.054 G_GAN_Feat: 0.679 G_ID: 0.137 G_Rec: 0.310 D_GP: 0.030 D_real: 1.036 D_fake: 0.946 (epoch: 230, iters: 5968, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.871 G_ID: 0.175 G_Rec: 0.380 D_GP: 0.036 D_real: 1.011 D_fake: 0.587 (epoch: 230, iters: 6368, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.674 G_ID: 0.113 G_Rec: 0.313 D_GP: 0.041 D_real: 1.029 D_fake: 0.829 (epoch: 230, iters: 6768, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.946 G_ID: 0.180 G_Rec: 0.452 D_GP: 0.041 D_real: 0.887 D_fake: 0.614 (epoch: 230, iters: 7168, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.857 G_ID: 0.138 G_Rec: 0.310 D_GP: 0.132 D_real: 0.931 D_fake: 0.536 (epoch: 230, iters: 7568, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.871 G_ID: 0.176 G_Rec: 0.479 D_GP: 0.019 D_real: 1.257 D_fake: 0.669 (epoch: 230, iters: 7968, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.622 G_ID: 0.129 G_Rec: 0.312 D_GP: 0.020 D_real: 0.984 D_fake: 0.916 (epoch: 230, iters: 8368, time: 0.064) G_GAN: -0.020 G_GAN_Feat: 0.805 G_ID: 0.172 G_Rec: 0.363 D_GP: 0.031 D_real: 0.738 D_fake: 1.020 (epoch: 231, iters: 160, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.620 G_ID: 0.114 G_Rec: 0.341 D_GP: 0.028 D_real: 1.038 D_fake: 0.839 (epoch: 231, iters: 560, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.808 G_ID: 0.154 G_Rec: 0.360 D_GP: 0.037 D_real: 1.091 D_fake: 0.610 (epoch: 231, iters: 960, time: 0.064) G_GAN: 0.152 G_GAN_Feat: 0.696 G_ID: 0.138 G_Rec: 0.337 D_GP: 0.033 D_real: 1.008 D_fake: 0.849 (epoch: 231, iters: 1360, time: 0.064) G_GAN: 0.830 G_GAN_Feat: 0.911 G_ID: 0.166 G_Rec: 0.408 D_GP: 0.057 D_real: 1.468 D_fake: 0.211 (epoch: 231, iters: 1760, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.706 G_ID: 0.135 G_Rec: 0.334 D_GP: 0.025 D_real: 1.193 D_fake: 0.643 (epoch: 231, iters: 2160, time: 0.064) G_GAN: 0.473 G_GAN_Feat: 0.778 G_ID: 0.178 G_Rec: 0.379 D_GP: 0.021 D_real: 1.210 D_fake: 0.532 (epoch: 231, iters: 2560, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 0.677 G_ID: 0.138 G_Rec: 0.309 D_GP: 0.024 D_real: 0.919 D_fake: 0.938 (epoch: 231, iters: 2960, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.984 G_ID: 0.184 G_Rec: 0.424 D_GP: 0.039 D_real: 0.939 D_fake: 0.522 (epoch: 231, iters: 3360, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.662 G_ID: 0.130 G_Rec: 0.308 D_GP: 0.025 D_real: 1.110 D_fake: 0.808 (epoch: 231, iters: 3760, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.739 G_ID: 0.173 G_Rec: 0.351 D_GP: 0.032 D_real: 1.271 D_fake: 0.477 (epoch: 231, iters: 4160, time: 0.064) G_GAN: 0.025 G_GAN_Feat: 0.731 G_ID: 0.135 G_Rec: 0.308 D_GP: 0.049 D_real: 0.808 D_fake: 0.975 (epoch: 231, iters: 4560, time: 0.064) G_GAN: -0.008 G_GAN_Feat: 1.070 G_ID: 0.212 G_Rec: 0.413 D_GP: 0.069 D_real: 0.145 D_fake: 1.013 (epoch: 231, iters: 4960, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.715 G_ID: 0.141 G_Rec: 0.299 D_GP: 0.039 D_real: 0.924 D_fake: 0.826 (epoch: 231, iters: 5360, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.950 G_ID: 0.189 G_Rec: 0.415 D_GP: 0.057 D_real: 0.715 D_fake: 0.658 (epoch: 231, iters: 5760, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.784 G_ID: 0.108 G_Rec: 0.287 D_GP: 0.072 D_real: 0.905 D_fake: 0.779 (epoch: 231, iters: 6160, time: 0.064) G_GAN: 0.675 G_GAN_Feat: 0.865 G_ID: 0.193 G_Rec: 0.357 D_GP: 0.029 D_real: 1.363 D_fake: 0.337 (epoch: 231, iters: 6560, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.724 G_ID: 0.138 G_Rec: 0.299 D_GP: 0.042 D_real: 0.877 D_fake: 0.885 (epoch: 231, iters: 6960, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.921 G_ID: 0.179 G_Rec: 0.401 D_GP: 0.033 D_real: 0.998 D_fake: 0.640 (epoch: 231, iters: 7360, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.742 G_ID: 0.133 G_Rec: 0.305 D_GP: 0.026 D_real: 1.179 D_fake: 0.646 (epoch: 231, iters: 7760, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 0.729 G_ID: 0.187 G_Rec: 0.379 D_GP: 0.021 D_real: 1.303 D_fake: 0.593 (epoch: 231, iters: 8160, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.591 G_ID: 0.124 G_Rec: 0.307 D_GP: 0.018 D_real: 1.212 D_fake: 0.773 (epoch: 231, iters: 8560, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.798 G_ID: 0.193 G_Rec: 0.433 D_GP: 0.018 D_real: 1.063 D_fake: 0.697 (epoch: 232, iters: 352, time: 0.064) G_GAN: 0.103 G_GAN_Feat: 0.558 G_ID: 0.132 G_Rec: 0.279 D_GP: 0.025 D_real: 1.052 D_fake: 0.898 (epoch: 232, iters: 752, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.818 G_ID: 0.174 G_Rec: 0.407 D_GP: 0.028 D_real: 0.989 D_fake: 0.686 (epoch: 232, iters: 1152, time: 0.064) G_GAN: 0.064 G_GAN_Feat: 0.686 G_ID: 0.142 G_Rec: 0.324 D_GP: 0.035 D_real: 0.873 D_fake: 0.942 (epoch: 232, iters: 1552, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.871 G_ID: 0.193 G_Rec: 0.432 D_GP: 0.056 D_real: 0.855 D_fake: 0.729 (epoch: 232, iters: 1952, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.669 G_ID: 0.131 G_Rec: 0.291 D_GP: 0.044 D_real: 0.994 D_fake: 0.807 (epoch: 232, iters: 2352, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 0.896 G_ID: 0.214 G_Rec: 0.430 D_GP: 0.045 D_real: 0.888 D_fake: 0.711 (epoch: 232, iters: 2752, time: 0.064) G_GAN: 0.058 G_GAN_Feat: 0.667 G_ID: 0.132 G_Rec: 0.310 D_GP: 0.052 D_real: 0.937 D_fake: 0.942 (epoch: 232, iters: 3152, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.864 G_ID: 0.181 G_Rec: 0.436 D_GP: 0.022 D_real: 1.218 D_fake: 0.550 (epoch: 232, iters: 3552, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.656 G_ID: 0.153 G_Rec: 0.272 D_GP: 0.043 D_real: 1.119 D_fake: 0.736 (epoch: 232, iters: 3952, time: 0.064) G_GAN: 0.571 G_GAN_Feat: 0.900 G_ID: 0.191 G_Rec: 0.434 D_GP: 0.027 D_real: 1.199 D_fake: 0.445 (epoch: 232, iters: 4352, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.669 G_ID: 0.130 G_Rec: 0.300 D_GP: 0.026 D_real: 1.215 D_fake: 0.763 (epoch: 232, iters: 4752, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 0.914 G_ID: 0.172 G_Rec: 0.410 D_GP: 0.025 D_real: 1.063 D_fake: 0.587 (epoch: 232, iters: 5152, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.662 G_ID: 0.124 G_Rec: 0.275 D_GP: 0.042 D_real: 0.907 D_fake: 0.947 (epoch: 232, iters: 5552, time: 0.064) G_GAN: 0.530 G_GAN_Feat: 0.754 G_ID: 0.174 G_Rec: 0.381 D_GP: 0.020 D_real: 1.321 D_fake: 0.475 (epoch: 232, iters: 5952, time: 0.064) G_GAN: 0.243 G_GAN_Feat: 0.666 G_ID: 0.165 G_Rec: 0.296 D_GP: 0.025 D_real: 1.130 D_fake: 0.757 (epoch: 232, iters: 6352, time: 0.064) G_GAN: 0.585 G_GAN_Feat: 0.785 G_ID: 0.178 G_Rec: 0.383 D_GP: 0.026 D_real: 1.300 D_fake: 0.437 (epoch: 232, iters: 6752, time: 0.064) G_GAN: 0.057 G_GAN_Feat: 0.788 G_ID: 0.142 G_Rec: 0.333 D_GP: 0.058 D_real: 0.663 D_fake: 0.943 (epoch: 232, iters: 7152, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 0.913 G_ID: 0.177 G_Rec: 0.408 D_GP: 0.050 D_real: 0.960 D_fake: 0.437 (epoch: 232, iters: 7552, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.672 G_ID: 0.128 G_Rec: 0.315 D_GP: 0.024 D_real: 1.200 D_fake: 0.682 (epoch: 232, iters: 7952, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 0.982 G_ID: 0.179 G_Rec: 0.449 D_GP: 0.037 D_real: 1.156 D_fake: 0.413 (epoch: 232, iters: 8352, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.954 G_ID: 0.145 G_Rec: 0.296 D_GP: 0.080 D_real: 0.390 D_fake: 0.802 (epoch: 233, iters: 144, time: 0.064) G_GAN: 0.682 G_GAN_Feat: 1.001 G_ID: 0.170 G_Rec: 0.425 D_GP: 0.021 D_real: 1.414 D_fake: 0.394 (epoch: 233, iters: 544, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.631 G_ID: 0.139 G_Rec: 0.297 D_GP: 0.018 D_real: 1.122 D_fake: 0.819 (epoch: 233, iters: 944, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.848 G_ID: 0.179 G_Rec: 0.424 D_GP: 0.023 D_real: 1.001 D_fake: 0.733 (epoch: 233, iters: 1344, time: 0.064) G_GAN: 0.030 G_GAN_Feat: 0.598 G_ID: 0.149 G_Rec: 0.287 D_GP: 0.022 D_real: 0.992 D_fake: 0.970 (epoch: 233, iters: 1744, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.874 G_ID: 0.175 G_Rec: 0.402 D_GP: 0.045 D_real: 0.870 D_fake: 0.667 (epoch: 233, iters: 2144, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.721 G_ID: 0.169 G_Rec: 0.311 D_GP: 0.025 D_real: 1.206 D_fake: 0.693 (epoch: 233, iters: 2544, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 1.023 G_ID: 0.184 G_Rec: 0.421 D_GP: 0.167 D_real: 0.560 D_fake: 0.578 (epoch: 233, iters: 2944, time: 0.064) G_GAN: 0.081 G_GAN_Feat: 0.673 G_ID: 0.130 G_Rec: 0.321 D_GP: 0.022 D_real: 0.973 D_fake: 0.919 (epoch: 233, iters: 3344, time: 0.064) G_GAN: 0.750 G_GAN_Feat: 0.787 G_ID: 0.178 G_Rec: 0.367 D_GP: 0.026 D_real: 1.502 D_fake: 0.315 (epoch: 233, iters: 3744, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.780 G_ID: 0.155 G_Rec: 0.324 D_GP: 0.038 D_real: 1.016 D_fake: 0.644 (epoch: 233, iters: 4144, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 1.061 G_ID: 0.167 G_Rec: 0.428 D_GP: 0.065 D_real: 0.470 D_fake: 0.652 (epoch: 233, iters: 4544, time: 0.064) G_GAN: -0.002 G_GAN_Feat: 0.683 G_ID: 0.131 G_Rec: 0.303 D_GP: 0.030 D_real: 0.947 D_fake: 1.002 (epoch: 233, iters: 4944, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.923 G_ID: 0.172 G_Rec: 0.402 D_GP: 0.039 D_real: 1.091 D_fake: 0.499 (epoch: 233, iters: 5344, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.646 G_ID: 0.145 G_Rec: 0.306 D_GP: 0.020 D_real: 1.375 D_fake: 0.632 (epoch: 233, iters: 5744, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.869 G_ID: 0.210 G_Rec: 0.430 D_GP: 0.021 D_real: 1.006 D_fake: 0.711 (epoch: 233, iters: 6144, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 0.648 G_ID: 0.133 G_Rec: 0.335 D_GP: 0.023 D_real: 0.997 D_fake: 0.939 (epoch: 233, iters: 6544, time: 0.064) G_GAN: 0.469 G_GAN_Feat: 0.771 G_ID: 0.148 G_Rec: 0.370 D_GP: 0.025 D_real: 1.252 D_fake: 0.553 (epoch: 233, iters: 6944, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.667 G_ID: 0.110 G_Rec: 0.289 D_GP: 0.036 D_real: 1.065 D_fake: 0.780 (epoch: 233, iters: 7344, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.904 G_ID: 0.172 G_Rec: 0.393 D_GP: 0.030 D_real: 1.111 D_fake: 0.577 (epoch: 233, iters: 7744, time: 0.064) G_GAN: -0.033 G_GAN_Feat: 0.935 G_ID: 0.131 G_Rec: 0.340 D_GP: 0.172 D_real: 0.608 D_fake: 1.034 (epoch: 233, iters: 8144, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.906 G_ID: 0.186 G_Rec: 0.375 D_GP: 0.034 D_real: 1.043 D_fake: 0.658 (epoch: 233, iters: 8544, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.656 G_ID: 0.123 G_Rec: 0.297 D_GP: 0.020 D_real: 1.205 D_fake: 0.737 (epoch: 234, iters: 336, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.953 G_ID: 0.164 G_Rec: 0.427 D_GP: 0.051 D_real: 0.704 D_fake: 0.671 (epoch: 234, iters: 736, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 0.670 G_ID: 0.115 G_Rec: 0.295 D_GP: 0.026 D_real: 1.217 D_fake: 0.683 (epoch: 234, iters: 1136, time: 0.064) G_GAN: 0.787 G_GAN_Feat: 0.919 G_ID: 0.163 G_Rec: 0.375 D_GP: 0.323 D_real: 1.141 D_fake: 0.281 (epoch: 234, iters: 1536, time: 0.064) G_GAN: -0.271 G_GAN_Feat: 0.589 G_ID: 0.121 G_Rec: 0.281 D_GP: 0.017 D_real: 0.694 D_fake: 1.271 (epoch: 234, iters: 1936, time: 0.064) G_GAN: -0.093 G_GAN_Feat: 0.774 G_ID: 0.182 G_Rec: 0.381 D_GP: 0.019 D_real: 0.740 D_fake: 1.094 (epoch: 234, iters: 2336, time: 0.064) G_GAN: -0.090 G_GAN_Feat: 0.605 G_ID: 0.127 G_Rec: 0.288 D_GP: 0.023 D_real: 0.831 D_fake: 1.090 (epoch: 234, iters: 2736, time: 0.064) G_GAN: -0.038 G_GAN_Feat: 0.816 G_ID: 0.161 G_Rec: 0.396 D_GP: 0.026 D_real: 0.711 D_fake: 1.038 (epoch: 234, iters: 3136, time: 0.064) G_GAN: -0.005 G_GAN_Feat: 0.645 G_ID: 0.129 G_Rec: 0.282 D_GP: 0.030 D_real: 0.887 D_fake: 1.007 (epoch: 234, iters: 3536, time: 0.064) G_GAN: 0.561 G_GAN_Feat: 0.933 G_ID: 0.160 G_Rec: 0.428 D_GP: 0.043 D_real: 1.107 D_fake: 0.445 (epoch: 234, iters: 3936, time: 0.064) G_GAN: -0.069 G_GAN_Feat: 0.788 G_ID: 0.111 G_Rec: 0.300 D_GP: 0.115 D_real: 0.518 D_fake: 1.069 (epoch: 234, iters: 4336, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 1.121 G_ID: 0.148 G_Rec: 0.413 D_GP: 0.209 D_real: 0.506 D_fake: 0.537 (epoch: 234, iters: 4736, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.674 G_ID: 0.139 G_Rec: 0.261 D_GP: 0.029 D_real: 1.061 D_fake: 0.830 (epoch: 234, iters: 5136, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.972 G_ID: 0.182 G_Rec: 0.392 D_GP: 0.071 D_real: 0.719 D_fake: 0.556 (epoch: 234, iters: 5536, time: 0.064) G_GAN: 0.564 G_GAN_Feat: 0.738 G_ID: 0.124 G_Rec: 0.285 D_GP: 0.025 D_real: 1.436 D_fake: 0.481 (epoch: 234, iters: 5936, time: 0.064) G_GAN: 0.557 G_GAN_Feat: 0.920 G_ID: 0.157 G_Rec: 0.400 D_GP: 0.032 D_real: 1.108 D_fake: 0.460 (epoch: 234, iters: 6336, time: 0.064) G_GAN: 0.531 G_GAN_Feat: 0.992 G_ID: 0.125 G_Rec: 0.324 D_GP: 0.157 D_real: 0.590 D_fake: 0.488 (epoch: 234, iters: 6736, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.859 G_ID: 0.185 G_Rec: 0.413 D_GP: 0.050 D_real: 1.168 D_fake: 0.662 (epoch: 234, iters: 7136, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.731 G_ID: 0.115 G_Rec: 0.317 D_GP: 0.024 D_real: 1.142 D_fake: 0.713 (epoch: 234, iters: 7536, time: 0.064) G_GAN: 0.068 G_GAN_Feat: 0.877 G_ID: 0.165 G_Rec: 0.396 D_GP: 0.040 D_real: 0.797 D_fake: 0.933 (epoch: 234, iters: 7936, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.625 G_ID: 0.153 G_Rec: 0.298 D_GP: 0.024 D_real: 1.026 D_fake: 0.879 (epoch: 234, iters: 8336, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 0.821 G_ID: 0.179 G_Rec: 0.381 D_GP: 0.024 D_real: 1.254 D_fake: 0.567 (epoch: 235, iters: 128, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.670 G_ID: 0.128 G_Rec: 0.291 D_GP: 0.035 D_real: 0.978 D_fake: 0.886 (epoch: 235, iters: 528, time: 0.064) G_GAN: 0.754 G_GAN_Feat: 1.018 G_ID: 0.176 G_Rec: 0.402 D_GP: 0.059 D_real: 1.222 D_fake: 0.315 (epoch: 235, iters: 928, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.813 G_ID: 0.138 G_Rec: 0.318 D_GP: 0.032 D_real: 1.006 D_fake: 0.657 (epoch: 235, iters: 1328, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 1.059 G_ID: 0.200 G_Rec: 0.434 D_GP: 0.069 D_real: 0.537 D_fake: 0.528 (epoch: 235, iters: 1728, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.933 G_ID: 0.122 G_Rec: 0.335 D_GP: 0.035 D_real: 0.925 D_fake: 0.516 (epoch: 235, iters: 2128, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.848 G_ID: 0.168 G_Rec: 0.364 D_GP: 0.024 D_real: 1.089 D_fake: 0.608 (epoch: 235, iters: 2528, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.781 G_ID: 0.123 G_Rec: 0.331 D_GP: 0.050 D_real: 0.828 D_fake: 0.817 (epoch: 235, iters: 2928, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 0.894 G_ID: 0.178 G_Rec: 0.385 D_GP: 0.036 D_real: 1.134 D_fake: 0.548 (epoch: 235, iters: 3328, time: 0.064) G_GAN: 0.028 G_GAN_Feat: 0.790 G_ID: 0.156 G_Rec: 0.324 D_GP: 0.041 D_real: 0.996 D_fake: 0.973 (epoch: 235, iters: 3728, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 1.083 G_ID: 0.176 G_Rec: 0.412 D_GP: 0.100 D_real: 0.804 D_fake: 0.707 (epoch: 235, iters: 4128, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.663 G_ID: 0.131 G_Rec: 0.314 D_GP: 0.024 D_real: 1.352 D_fake: 0.628 (epoch: 235, iters: 4528, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.909 G_ID: 0.177 G_Rec: 0.410 D_GP: 0.024 D_real: 1.064 D_fake: 0.731 (epoch: 235, iters: 4928, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 0.670 G_ID: 0.114 G_Rec: 0.318 D_GP: 0.116 D_real: 0.825 D_fake: 0.927 (epoch: 235, iters: 5328, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.861 G_ID: 0.164 G_Rec: 0.420 D_GP: 0.022 D_real: 1.157 D_fake: 0.582 (epoch: 235, iters: 5728, time: 0.064) G_GAN: 0.112 G_GAN_Feat: 0.674 G_ID: 0.154 G_Rec: 0.332 D_GP: 0.043 D_real: 0.939 D_fake: 0.888 (epoch: 235, iters: 6128, time: 0.064) G_GAN: -0.043 G_GAN_Feat: 1.048 G_ID: 0.172 G_Rec: 0.396 D_GP: 0.305 D_real: 0.430 D_fake: 1.043 (epoch: 235, iters: 6528, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.734 G_ID: 0.136 G_Rec: 0.288 D_GP: 0.039 D_real: 1.120 D_fake: 0.712 (epoch: 235, iters: 6928, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.834 G_ID: 0.177 G_Rec: 0.366 D_GP: 0.027 D_real: 1.115 D_fake: 0.649 (epoch: 235, iters: 7328, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.671 G_ID: 0.122 G_Rec: 0.296 D_GP: 0.033 D_real: 1.149 D_fake: 0.711 (epoch: 235, iters: 7728, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.858 G_ID: 0.170 G_Rec: 0.386 D_GP: 0.025 D_real: 0.891 D_fake: 0.783 (epoch: 235, iters: 8128, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.633 G_ID: 0.119 G_Rec: 0.284 D_GP: 0.022 D_real: 1.070 D_fake: 0.805 (epoch: 235, iters: 8528, time: 0.064) G_GAN: 0.434 G_GAN_Feat: 1.078 G_ID: 0.185 G_Rec: 0.436 D_GP: 0.153 D_real: 0.542 D_fake: 0.569 (epoch: 236, iters: 320, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.788 G_ID: 0.121 G_Rec: 0.287 D_GP: 0.049 D_real: 0.944 D_fake: 0.637 (epoch: 236, iters: 720, time: 0.064) G_GAN: 0.799 G_GAN_Feat: 0.943 G_ID: 0.186 G_Rec: 0.420 D_GP: 0.027 D_real: 1.425 D_fake: 0.246 (epoch: 236, iters: 1120, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.687 G_ID: 0.136 G_Rec: 0.289 D_GP: 0.024 D_real: 1.157 D_fake: 0.767 (epoch: 236, iters: 1520, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 1.033 G_ID: 0.174 G_Rec: 0.434 D_GP: 0.080 D_real: 0.516 D_fake: 0.604 (epoch: 236, iters: 1920, time: 0.064) G_GAN: 0.098 G_GAN_Feat: 0.709 G_ID: 0.154 G_Rec: 0.291 D_GP: 0.022 D_real: 1.042 D_fake: 0.902 (epoch: 236, iters: 2320, time: 0.064) G_GAN: 0.440 G_GAN_Feat: 1.039 G_ID: 0.168 G_Rec: 0.405 D_GP: 0.026 D_real: 0.862 D_fake: 0.565 (epoch: 236, iters: 2720, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.734 G_ID: 0.139 G_Rec: 0.346 D_GP: 0.028 D_real: 1.057 D_fake: 0.824 (epoch: 236, iters: 3120, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 1.226 G_ID: 0.186 G_Rec: 0.498 D_GP: 0.044 D_real: 0.292 D_fake: 0.453 (epoch: 236, iters: 3520, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 1.003 G_ID: 0.138 G_Rec: 0.351 D_GP: 0.041 D_real: 0.410 D_fake: 0.764 (epoch: 236, iters: 3920, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.804 G_ID: 0.161 G_Rec: 0.411 D_GP: 0.020 D_real: 1.031 D_fake: 0.754 (epoch: 236, iters: 4320, time: 0.064) G_GAN: 0.081 G_GAN_Feat: 0.691 G_ID: 0.144 G_Rec: 0.295 D_GP: 0.034 D_real: 0.877 D_fake: 0.919 (epoch: 236, iters: 4720, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.947 G_ID: 0.161 G_Rec: 0.420 D_GP: 0.033 D_real: 1.164 D_fake: 0.738 (epoch: 236, iters: 5120, time: 0.064) G_GAN: 0.141 G_GAN_Feat: 0.620 G_ID: 0.113 G_Rec: 0.302 D_GP: 0.019 D_real: 1.143 D_fake: 0.859 (epoch: 236, iters: 5520, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.862 G_ID: 0.154 G_Rec: 0.382 D_GP: 0.024 D_real: 1.158 D_fake: 0.594 (epoch: 236, iters: 5920, time: 0.064) G_GAN: 0.097 G_GAN_Feat: 0.882 G_ID: 0.123 G_Rec: 0.313 D_GP: 0.066 D_real: 0.480 D_fake: 0.903 (epoch: 236, iters: 6320, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.887 G_ID: 0.200 G_Rec: 0.407 D_GP: 0.023 D_real: 1.097 D_fake: 0.644 (epoch: 236, iters: 6720, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.780 G_ID: 0.126 G_Rec: 0.303 D_GP: 0.027 D_real: 1.135 D_fake: 0.648 (epoch: 236, iters: 7120, time: 0.064) G_GAN: 0.527 G_GAN_Feat: 0.897 G_ID: 0.168 G_Rec: 0.405 D_GP: 0.029 D_real: 1.173 D_fake: 0.479 (epoch: 236, iters: 7520, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.721 G_ID: 0.118 G_Rec: 0.294 D_GP: 0.040 D_real: 1.154 D_fake: 0.679 (epoch: 236, iters: 7920, time: 0.064) G_GAN: 0.556 G_GAN_Feat: 0.865 G_ID: 0.192 G_Rec: 0.402 D_GP: 0.027 D_real: 1.231 D_fake: 0.451 (epoch: 236, iters: 8320, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.762 G_ID: 0.131 G_Rec: 0.315 D_GP: 0.023 D_real: 0.977 D_fake: 0.816 (epoch: 237, iters: 112, time: 0.064) G_GAN: 0.504 G_GAN_Feat: 0.941 G_ID: 0.189 G_Rec: 0.370 D_GP: 0.085 D_real: 0.743 D_fake: 0.500 (epoch: 237, iters: 512, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.961 G_ID: 0.116 G_Rec: 0.296 D_GP: 0.394 D_real: 0.523 D_fake: 0.705 (epoch: 237, iters: 912, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 1.026 G_ID: 0.158 G_Rec: 0.398 D_GP: 0.069 D_real: 0.564 D_fake: 0.690 (epoch: 237, iters: 1312, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.755 G_ID: 0.151 G_Rec: 0.292 D_GP: 0.031 D_real: 1.116 D_fake: 0.668 (epoch: 237, iters: 1712, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.728 G_ID: 0.157 G_Rec: 0.422 D_GP: 0.019 D_real: 1.298 D_fake: 0.550 (epoch: 237, iters: 2112, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.557 G_ID: 0.117 G_Rec: 0.269 D_GP: 0.019 D_real: 1.303 D_fake: 0.669 (epoch: 237, iters: 2512, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.953 G_ID: 0.166 G_Rec: 0.448 D_GP: 0.036 D_real: 0.949 D_fake: 0.663 (epoch: 237, iters: 2912, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.798 G_ID: 0.130 G_Rec: 0.307 D_GP: 0.026 D_real: 0.835 D_fake: 0.826 (epoch: 237, iters: 3312, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.774 G_ID: 0.188 G_Rec: 0.376 D_GP: 0.021 D_real: 1.032 D_fake: 0.784 (epoch: 237, iters: 3712, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.710 G_ID: 0.128 G_Rec: 0.308 D_GP: 0.064 D_real: 0.951 D_fake: 0.790 (epoch: 237, iters: 4112, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.876 G_ID: 0.150 G_Rec: 0.384 D_GP: 0.035 D_real: 1.041 D_fake: 0.593 (epoch: 237, iters: 4512, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 0.719 G_ID: 0.122 G_Rec: 0.301 D_GP: 0.024 D_real: 1.123 D_fake: 0.796 (epoch: 237, iters: 4912, time: 0.064) G_GAN: 0.610 G_GAN_Feat: 0.833 G_ID: 0.149 G_Rec: 0.446 D_GP: 0.020 D_real: 1.357 D_fake: 0.398 (epoch: 237, iters: 5312, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.619 G_ID: 0.106 G_Rec: 0.292 D_GP: 0.021 D_real: 1.336 D_fake: 0.714 (epoch: 237, iters: 5712, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.804 G_ID: 0.189 G_Rec: 0.396 D_GP: 0.024 D_real: 1.128 D_fake: 0.627 (epoch: 237, iters: 6112, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.615 G_ID: 0.137 G_Rec: 0.313 D_GP: 0.028 D_real: 1.141 D_fake: 0.780 (epoch: 237, iters: 6512, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.750 G_ID: 0.165 G_Rec: 0.358 D_GP: 0.030 D_real: 1.137 D_fake: 0.637 (epoch: 237, iters: 6912, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.648 G_ID: 0.143 G_Rec: 0.294 D_GP: 0.035 D_real: 0.930 D_fake: 0.916 (epoch: 237, iters: 7312, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.855 G_ID: 0.200 G_Rec: 0.395 D_GP: 0.104 D_real: 1.030 D_fake: 0.592 (epoch: 237, iters: 7712, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.705 G_ID: 0.135 G_Rec: 0.302 D_GP: 0.039 D_real: 0.921 D_fake: 0.836 (epoch: 237, iters: 8112, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.882 G_ID: 0.173 G_Rec: 0.377 D_GP: 0.098 D_real: 0.844 D_fake: 0.673 (epoch: 237, iters: 8512, time: 0.064) G_GAN: -0.053 G_GAN_Feat: 0.684 G_ID: 0.156 G_Rec: 0.292 D_GP: 0.033 D_real: 0.855 D_fake: 1.053 (epoch: 238, iters: 304, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.787 G_ID: 0.163 G_Rec: 0.345 D_GP: 0.036 D_real: 1.160 D_fake: 0.574 (epoch: 238, iters: 704, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.680 G_ID: 0.137 G_Rec: 0.289 D_GP: 0.026 D_real: 0.982 D_fake: 0.878 (epoch: 238, iters: 1104, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.810 G_ID: 0.186 G_Rec: 0.366 D_GP: 0.033 D_real: 1.053 D_fake: 0.721 (epoch: 238, iters: 1504, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.706 G_ID: 0.143 G_Rec: 0.324 D_GP: 0.027 D_real: 1.059 D_fake: 0.814 (epoch: 238, iters: 1904, time: 0.064) G_GAN: 0.553 G_GAN_Feat: 1.064 G_ID: 0.162 G_Rec: 0.422 D_GP: 0.121 D_real: 0.578 D_fake: 0.472 (epoch: 238, iters: 2304, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.613 G_ID: 0.109 G_Rec: 0.284 D_GP: 0.019 D_real: 1.317 D_fake: 0.626 (epoch: 238, iters: 2704, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.811 G_ID: 0.173 G_Rec: 0.377 D_GP: 0.028 D_real: 1.151 D_fake: 0.553 (epoch: 238, iters: 3104, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.697 G_ID: 0.125 G_Rec: 0.296 D_GP: 0.059 D_real: 0.989 D_fake: 0.866 (epoch: 238, iters: 3504, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.784 G_ID: 0.160 G_Rec: 0.363 D_GP: 0.023 D_real: 1.157 D_fake: 0.641 (epoch: 238, iters: 3904, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.676 G_ID: 0.123 G_Rec: 0.296 D_GP: 0.028 D_real: 1.003 D_fake: 0.829 (epoch: 238, iters: 4304, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.819 G_ID: 0.199 G_Rec: 0.358 D_GP: 0.026 D_real: 1.089 D_fake: 0.661 (epoch: 238, iters: 4704, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.721 G_ID: 0.136 G_Rec: 0.298 D_GP: 0.041 D_real: 1.179 D_fake: 0.589 (epoch: 238, iters: 5104, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.765 G_ID: 0.154 G_Rec: 0.326 D_GP: 0.026 D_real: 1.267 D_fake: 0.540 (epoch: 238, iters: 5504, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.725 G_ID: 0.127 G_Rec: 0.302 D_GP: 0.022 D_real: 1.018 D_fake: 0.872 (epoch: 238, iters: 5904, time: 0.064) G_GAN: 0.567 G_GAN_Feat: 0.927 G_ID: 0.208 G_Rec: 0.402 D_GP: 0.031 D_real: 1.127 D_fake: 0.449 (epoch: 238, iters: 6304, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.842 G_ID: 0.122 G_Rec: 0.299 D_GP: 0.065 D_real: 0.705 D_fake: 0.604 (epoch: 238, iters: 6704, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.747 G_ID: 0.195 G_Rec: 0.399 D_GP: 0.019 D_real: 1.182 D_fake: 0.653 (epoch: 238, iters: 7104, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.657 G_ID: 0.179 G_Rec: 0.357 D_GP: 0.022 D_real: 1.079 D_fake: 0.876 (epoch: 238, iters: 7504, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.766 G_ID: 0.166 G_Rec: 0.375 D_GP: 0.022 D_real: 1.099 D_fake: 0.661 (epoch: 238, iters: 7904, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.575 G_ID: 0.126 G_Rec: 0.276 D_GP: 0.024 D_real: 1.004 D_fake: 0.931 (epoch: 238, iters: 8304, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.940 G_ID: 0.187 G_Rec: 0.441 D_GP: 0.044 D_real: 0.653 D_fake: 0.671 (epoch: 239, iters: 96, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.839 G_ID: 0.126 G_Rec: 0.311 D_GP: 0.216 D_real: 0.646 D_fake: 0.883 (epoch: 239, iters: 496, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 0.965 G_ID: 0.193 G_Rec: 0.367 D_GP: 0.079 D_real: 0.306 D_fake: 0.921 (epoch: 239, iters: 896, time: 0.064) G_GAN: 0.075 G_GAN_Feat: 0.640 G_ID: 0.140 G_Rec: 0.285 D_GP: 0.021 D_real: 1.012 D_fake: 0.925 (epoch: 239, iters: 1296, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.821 G_ID: 0.175 G_Rec: 0.405 D_GP: 0.032 D_real: 1.038 D_fake: 0.647 (epoch: 239, iters: 1696, time: 0.064) G_GAN: 0.023 G_GAN_Feat: 0.657 G_ID: 0.127 G_Rec: 0.292 D_GP: 0.024 D_real: 0.908 D_fake: 0.977 (epoch: 239, iters: 2096, time: 0.064) G_GAN: 0.610 G_GAN_Feat: 0.848 G_ID: 0.174 G_Rec: 0.387 D_GP: 0.038 D_real: 1.152 D_fake: 0.425 (epoch: 239, iters: 2496, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.776 G_ID: 0.115 G_Rec: 0.320 D_GP: 0.042 D_real: 1.153 D_fake: 0.722 (epoch: 239, iters: 2896, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 1.128 G_ID: 0.176 G_Rec: 0.440 D_GP: 0.061 D_real: 0.416 D_fake: 0.601 (epoch: 239, iters: 3296, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.738 G_ID: 0.134 G_Rec: 0.300 D_GP: 0.056 D_real: 1.105 D_fake: 0.622 (epoch: 239, iters: 3696, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.826 G_ID: 0.215 G_Rec: 0.369 D_GP: 0.027 D_real: 1.034 D_fake: 0.803 (epoch: 239, iters: 4096, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.833 G_ID: 0.111 G_Rec: 0.311 D_GP: 0.031 D_real: 0.877 D_fake: 0.708 (epoch: 239, iters: 4496, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.832 G_ID: 0.158 G_Rec: 0.420 D_GP: 0.021 D_real: 0.842 D_fake: 0.947 (epoch: 239, iters: 4896, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.691 G_ID: 0.133 G_Rec: 0.307 D_GP: 0.022 D_real: 1.133 D_fake: 0.798 (epoch: 239, iters: 5296, time: 0.064) G_GAN: 0.540 G_GAN_Feat: 1.122 G_ID: 0.164 G_Rec: 0.465 D_GP: 0.192 D_real: 0.372 D_fake: 0.511 (epoch: 239, iters: 5696, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.896 G_ID: 0.127 G_Rec: 0.342 D_GP: 0.057 D_real: 0.528 D_fake: 0.769 (epoch: 239, iters: 6096, time: 0.064) G_GAN: 0.441 G_GAN_Feat: 0.885 G_ID: 0.167 G_Rec: 0.409 D_GP: 0.022 D_real: 1.182 D_fake: 0.565 (epoch: 239, iters: 6496, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.656 G_ID: 0.154 G_Rec: 0.307 D_GP: 0.019 D_real: 1.105 D_fake: 0.823 (epoch: 239, iters: 6896, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.769 G_ID: 0.174 G_Rec: 0.415 D_GP: 0.019 D_real: 1.141 D_fake: 0.632 (epoch: 239, iters: 7296, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.537 G_ID: 0.131 G_Rec: 0.285 D_GP: 0.016 D_real: 1.191 D_fake: 0.761 (epoch: 239, iters: 7696, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.781 G_ID: 0.184 G_Rec: 0.410 D_GP: 0.025 D_real: 1.233 D_fake: 0.542 (epoch: 239, iters: 8096, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.597 G_ID: 0.130 G_Rec: 0.288 D_GP: 0.024 D_real: 1.082 D_fake: 0.800 (epoch: 239, iters: 8496, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.775 G_ID: 0.172 G_Rec: 0.362 D_GP: 0.029 D_real: 1.124 D_fake: 0.641 (epoch: 240, iters: 288, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 0.614 G_ID: 0.123 G_Rec: 0.273 D_GP: 0.025 D_real: 1.116 D_fake: 0.818 (epoch: 240, iters: 688, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.943 G_ID: 0.175 G_Rec: 0.412 D_GP: 0.037 D_real: 0.933 D_fake: 0.574 (epoch: 240, iters: 1088, time: 0.064) G_GAN: 0.052 G_GAN_Feat: 0.732 G_ID: 0.144 G_Rec: 0.327 D_GP: 0.043 D_real: 0.801 D_fake: 0.948 (epoch: 240, iters: 1488, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 0.811 G_ID: 0.169 G_Rec: 0.355 D_GP: 0.022 D_real: 1.336 D_fake: 0.513 (epoch: 240, iters: 1888, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 0.710 G_ID: 0.146 G_Rec: 0.333 D_GP: 0.029 D_real: 0.975 D_fake: 0.819 (epoch: 240, iters: 2288, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 1.051 G_ID: 0.182 G_Rec: 0.429 D_GP: 0.155 D_real: 0.514 D_fake: 0.640 (epoch: 240, iters: 2688, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.722 G_ID: 0.126 G_Rec: 0.314 D_GP: 0.021 D_real: 1.128 D_fake: 0.710 (epoch: 240, iters: 3088, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.784 G_ID: 0.185 G_Rec: 0.372 D_GP: 0.034 D_real: 1.069 D_fake: 0.690 (epoch: 240, iters: 3488, time: 0.064) G_GAN: 0.070 G_GAN_Feat: 0.730 G_ID: 0.118 G_Rec: 0.271 D_GP: 0.042 D_real: 0.800 D_fake: 0.930 (epoch: 240, iters: 3888, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.882 G_ID: 0.205 G_Rec: 0.378 D_GP: 0.103 D_real: 0.809 D_fake: 0.548 (epoch: 240, iters: 4288, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.923 G_ID: 0.123 G_Rec: 0.320 D_GP: 0.129 D_real: 0.514 D_fake: 0.744 (epoch: 240, iters: 4688, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.845 G_ID: 0.168 G_Rec: 0.367 D_GP: 0.022 D_real: 1.207 D_fake: 0.573 (epoch: 240, iters: 5088, time: 0.064) G_GAN: -0.036 G_GAN_Feat: 0.680 G_ID: 0.146 G_Rec: 0.298 D_GP: 0.020 D_real: 0.913 D_fake: 1.036 (epoch: 240, iters: 5488, time: 0.064) G_GAN: 0.645 G_GAN_Feat: 0.819 G_ID: 0.163 G_Rec: 0.432 D_GP: 0.027 D_real: 1.316 D_fake: 0.366 (epoch: 240, iters: 5888, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.650 G_ID: 0.143 G_Rec: 0.291 D_GP: 0.021 D_real: 1.073 D_fake: 0.869 (epoch: 240, iters: 6288, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 0.931 G_ID: 0.153 G_Rec: 0.410 D_GP: 0.063 D_real: 0.977 D_fake: 0.544 (epoch: 240, iters: 6688, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.808 G_ID: 0.157 G_Rec: 0.337 D_GP: 0.083 D_real: 0.524 D_fake: 0.888 (epoch: 240, iters: 7088, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.950 G_ID: 0.175 G_Rec: 0.366 D_GP: 0.098 D_real: 0.522 D_fake: 0.612 (epoch: 240, iters: 7488, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.726 G_ID: 0.129 G_Rec: 0.298 D_GP: 0.026 D_real: 1.073 D_fake: 0.765 (epoch: 240, iters: 7888, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.927 G_ID: 0.185 G_Rec: 0.390 D_GP: 0.112 D_real: 0.798 D_fake: 0.762 (epoch: 240, iters: 8288, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.761 G_ID: 0.139 G_Rec: 0.309 D_GP: 0.025 D_real: 1.402 D_fake: 0.524 (epoch: 241, iters: 80, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 1.083 G_ID: 0.187 G_Rec: 0.426 D_GP: 0.943 D_real: 0.430 D_fake: 0.889 (epoch: 241, iters: 480, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 0.687 G_ID: 0.110 G_Rec: 0.290 D_GP: 0.021 D_real: 1.105 D_fake: 0.795 (epoch: 241, iters: 880, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.945 G_ID: 0.170 G_Rec: 0.410 D_GP: 0.023 D_real: 1.086 D_fake: 0.553 (epoch: 241, iters: 1280, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.827 G_ID: 0.147 G_Rec: 0.339 D_GP: 0.088 D_real: 0.568 D_fake: 0.814 (epoch: 241, iters: 1680, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.979 G_ID: 0.191 G_Rec: 0.378 D_GP: 0.036 D_real: 0.856 D_fake: 0.508 (epoch: 241, iters: 2080, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.733 G_ID: 0.134 G_Rec: 0.287 D_GP: 0.035 D_real: 1.049 D_fake: 0.733 (epoch: 241, iters: 2480, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.903 G_ID: 0.163 G_Rec: 0.407 D_GP: 0.104 D_real: 0.819 D_fake: 0.691 (epoch: 241, iters: 2880, time: 0.064) G_GAN: -0.060 G_GAN_Feat: 0.719 G_ID: 0.140 G_Rec: 0.297 D_GP: 0.032 D_real: 0.749 D_fake: 1.060 (epoch: 241, iters: 3280, time: 0.064) G_GAN: 0.814 G_GAN_Feat: 1.002 G_ID: 0.160 G_Rec: 0.441 D_GP: 0.039 D_real: 1.226 D_fake: 0.256 (epoch: 241, iters: 3680, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.845 G_ID: 0.124 G_Rec: 0.319 D_GP: 0.068 D_real: 0.784 D_fake: 0.824 (epoch: 241, iters: 4080, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.749 G_ID: 0.173 G_Rec: 0.368 D_GP: 0.018 D_real: 1.359 D_fake: 0.634 (epoch: 241, iters: 4480, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.619 G_ID: 0.124 G_Rec: 0.318 D_GP: 0.022 D_real: 1.187 D_fake: 0.774 (epoch: 241, iters: 4880, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.697 G_ID: 0.129 G_Rec: 0.346 D_GP: 0.015 D_real: 1.326 D_fake: 0.539 (epoch: 241, iters: 5280, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.649 G_ID: 0.126 G_Rec: 0.319 D_GP: 0.036 D_real: 1.064 D_fake: 0.839 (epoch: 241, iters: 5680, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.782 G_ID: 0.168 G_Rec: 0.380 D_GP: 0.024 D_real: 1.198 D_fake: 0.554 (epoch: 241, iters: 6080, time: 0.064) G_GAN: 0.049 G_GAN_Feat: 0.633 G_ID: 0.133 G_Rec: 0.288 D_GP: 0.044 D_real: 0.923 D_fake: 0.951 (epoch: 241, iters: 6480, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.732 G_ID: 0.172 G_Rec: 0.364 D_GP: 0.020 D_real: 1.175 D_fake: 0.631 (epoch: 241, iters: 6880, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.622 G_ID: 0.112 G_Rec: 0.306 D_GP: 0.039 D_real: 1.018 D_fake: 0.855 (epoch: 241, iters: 7280, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.924 G_ID: 0.163 G_Rec: 0.411 D_GP: 0.026 D_real: 1.018 D_fake: 0.610 (epoch: 241, iters: 7680, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.592 G_ID: 0.132 G_Rec: 0.263 D_GP: 0.022 D_real: 1.119 D_fake: 0.798 (epoch: 241, iters: 8080, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.872 G_ID: 0.154 G_Rec: 0.436 D_GP: 0.041 D_real: 1.032 D_fake: 0.658 (epoch: 241, iters: 8480, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.690 G_ID: 0.106 G_Rec: 0.293 D_GP: 0.128 D_real: 0.817 D_fake: 0.952 (epoch: 242, iters: 272, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.777 G_ID: 0.152 G_Rec: 0.378 D_GP: 0.022 D_real: 1.000 D_fake: 0.788 (epoch: 242, iters: 672, time: 0.064) G_GAN: 0.097 G_GAN_Feat: 0.635 G_ID: 0.107 G_Rec: 0.319 D_GP: 0.028 D_real: 1.095 D_fake: 0.903 (epoch: 242, iters: 1072, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.815 G_ID: 0.155 G_Rec: 0.391 D_GP: 0.027 D_real: 1.101 D_fake: 0.654 (epoch: 242, iters: 1472, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.818 G_ID: 0.118 G_Rec: 0.322 D_GP: 0.457 D_real: 0.715 D_fake: 0.886 (epoch: 242, iters: 1872, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.813 G_ID: 0.166 G_Rec: 0.360 D_GP: 0.023 D_real: 0.931 D_fake: 0.761 (epoch: 242, iters: 2272, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.683 G_ID: 0.125 G_Rec: 0.298 D_GP: 0.034 D_real: 1.034 D_fake: 0.761 (epoch: 242, iters: 2672, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.922 G_ID: 0.187 G_Rec: 0.425 D_GP: 0.028 D_real: 1.065 D_fake: 0.618 (epoch: 242, iters: 3072, time: 0.064) G_GAN: -0.087 G_GAN_Feat: 0.760 G_ID: 0.133 G_Rec: 0.301 D_GP: 0.102 D_real: 0.521 D_fake: 1.087 (epoch: 242, iters: 3472, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.756 G_ID: 0.174 G_Rec: 0.356 D_GP: 0.022 D_real: 1.235 D_fake: 0.606 (epoch: 242, iters: 3872, time: 0.064) G_GAN: 0.021 G_GAN_Feat: 0.707 G_ID: 0.130 G_Rec: 0.328 D_GP: 0.022 D_real: 0.913 D_fake: 0.979 (epoch: 242, iters: 4272, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.841 G_ID: 0.168 G_Rec: 0.409 D_GP: 0.026 D_real: 0.993 D_fake: 0.787 (epoch: 242, iters: 4672, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.769 G_ID: 0.139 G_Rec: 0.342 D_GP: 0.083 D_real: 0.739 D_fake: 0.896 (epoch: 242, iters: 5072, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.807 G_ID: 0.194 G_Rec: 0.403 D_GP: 0.024 D_real: 1.163 D_fake: 0.632 (epoch: 242, iters: 5472, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.597 G_ID: 0.130 G_Rec: 0.279 D_GP: 0.019 D_real: 1.165 D_fake: 0.778 (epoch: 242, iters: 5872, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.807 G_ID: 0.180 G_Rec: 0.379 D_GP: 0.026 D_real: 1.073 D_fake: 0.670 (epoch: 242, iters: 6272, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.734 G_ID: 0.132 G_Rec: 0.269 D_GP: 0.035 D_real: 1.028 D_fake: 0.736 (epoch: 242, iters: 6672, time: 0.064) G_GAN: 0.647 G_GAN_Feat: 1.153 G_ID: 0.170 G_Rec: 0.455 D_GP: 0.033 D_real: 0.958 D_fake: 0.402 (epoch: 242, iters: 7072, time: 0.064) G_GAN: -0.231 G_GAN_Feat: 0.743 G_ID: 0.126 G_Rec: 0.285 D_GP: 0.036 D_real: 0.517 D_fake: 1.231 (epoch: 242, iters: 7472, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.941 G_ID: 0.196 G_Rec: 0.418 D_GP: 0.059 D_real: 0.823 D_fake: 0.580 (epoch: 242, iters: 7872, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.571 G_ID: 0.116 G_Rec: 0.282 D_GP: 0.018 D_real: 1.270 D_fake: 0.713 (epoch: 242, iters: 8272, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.874 G_ID: 0.169 G_Rec: 0.432 D_GP: 0.034 D_real: 0.937 D_fake: 0.748 (epoch: 243, iters: 64, time: 0.064) G_GAN: 0.001 G_GAN_Feat: 0.671 G_ID: 0.140 G_Rec: 0.292 D_GP: 0.035 D_real: 0.863 D_fake: 0.999 (epoch: 243, iters: 464, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.936 G_ID: 0.186 G_Rec: 0.406 D_GP: 0.037 D_real: 0.855 D_fake: 0.601 (epoch: 243, iters: 864, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.641 G_ID: 0.129 G_Rec: 0.271 D_GP: 0.025 D_real: 1.405 D_fake: 0.484 (epoch: 243, iters: 1264, time: 0.064) G_GAN: 0.070 G_GAN_Feat: 0.857 G_ID: 0.177 G_Rec: 0.442 D_GP: 0.020 D_real: 0.765 D_fake: 0.930 (epoch: 243, iters: 1664, time: 0.064) G_GAN: -0.112 G_GAN_Feat: 0.659 G_ID: 0.137 G_Rec: 0.312 D_GP: 0.026 D_real: 0.765 D_fake: 1.112 (epoch: 243, iters: 2064, time: 0.064) G_GAN: -0.069 G_GAN_Feat: 0.976 G_ID: 0.185 G_Rec: 0.452 D_GP: 0.098 D_real: 0.404 D_fake: 1.069 (epoch: 243, iters: 2464, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.672 G_ID: 0.121 G_Rec: 0.283 D_GP: 0.021 D_real: 1.061 D_fake: 0.868 (epoch: 243, iters: 2864, time: 0.064) G_GAN: 0.561 G_GAN_Feat: 0.847 G_ID: 0.189 G_Rec: 0.376 D_GP: 0.033 D_real: 1.224 D_fake: 0.481 (epoch: 243, iters: 3264, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.690 G_ID: 0.107 G_Rec: 0.283 D_GP: 0.024 D_real: 1.189 D_fake: 0.699 (epoch: 243, iters: 3664, time: 0.064) G_GAN: 0.716 G_GAN_Feat: 0.934 G_ID: 0.177 G_Rec: 0.391 D_GP: 0.022 D_real: 1.452 D_fake: 0.374 (epoch: 243, iters: 4064, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.640 G_ID: 0.132 G_Rec: 0.290 D_GP: 0.023 D_real: 1.431 D_fake: 0.532 (epoch: 243, iters: 4464, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.980 G_ID: 0.164 G_Rec: 0.429 D_GP: 0.033 D_real: 1.093 D_fake: 0.407 (epoch: 243, iters: 4864, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.556 G_ID: 0.140 G_Rec: 0.287 D_GP: 0.015 D_real: 1.163 D_fake: 0.799 (epoch: 243, iters: 5264, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.722 G_ID: 0.187 G_Rec: 0.373 D_GP: 0.018 D_real: 1.174 D_fake: 0.630 (epoch: 243, iters: 5664, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.540 G_ID: 0.138 G_Rec: 0.278 D_GP: 0.016 D_real: 1.190 D_fake: 0.782 (epoch: 243, iters: 6064, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.768 G_ID: 0.163 G_Rec: 0.375 D_GP: 0.029 D_real: 0.988 D_fake: 0.831 (epoch: 243, iters: 6464, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.546 G_ID: 0.127 G_Rec: 0.265 D_GP: 0.022 D_real: 1.032 D_fake: 0.898 (epoch: 243, iters: 6864, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.868 G_ID: 0.150 G_Rec: 0.421 D_GP: 0.048 D_real: 0.824 D_fake: 0.761 (epoch: 243, iters: 7264, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.720 G_ID: 0.124 G_Rec: 0.325 D_GP: 0.043 D_real: 0.885 D_fake: 0.858 (epoch: 243, iters: 7664, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.909 G_ID: 0.173 G_Rec: 0.433 D_GP: 0.052 D_real: 1.008 D_fake: 0.617 (epoch: 243, iters: 8064, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.783 G_ID: 0.124 G_Rec: 0.326 D_GP: 0.073 D_real: 0.922 D_fake: 0.726 (epoch: 243, iters: 8464, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.801 G_ID: 0.175 G_Rec: 0.414 D_GP: 0.021 D_real: 1.079 D_fake: 0.631 (epoch: 244, iters: 256, time: 0.064) G_GAN: 0.110 G_GAN_Feat: 0.731 G_ID: 0.127 G_Rec: 0.312 D_GP: 0.077 D_real: 0.782 D_fake: 0.890 (epoch: 244, iters: 656, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.886 G_ID: 0.157 G_Rec: 0.392 D_GP: 0.043 D_real: 0.929 D_fake: 0.575 (epoch: 244, iters: 1056, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.691 G_ID: 0.133 G_Rec: 0.312 D_GP: 0.024 D_real: 1.269 D_fake: 0.609 (epoch: 244, iters: 1456, time: 0.064) G_GAN: 0.494 G_GAN_Feat: 0.868 G_ID: 0.183 G_Rec: 0.400 D_GP: 0.024 D_real: 1.116 D_fake: 0.507 (epoch: 244, iters: 1856, time: 0.064) G_GAN: 0.099 G_GAN_Feat: 0.620 G_ID: 0.147 G_Rec: 0.310 D_GP: 0.024 D_real: 0.997 D_fake: 0.901 (epoch: 244, iters: 2256, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 0.755 G_ID: 0.162 G_Rec: 0.358 D_GP: 0.031 D_real: 1.262 D_fake: 0.523 (epoch: 244, iters: 2656, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.689 G_ID: 0.116 G_Rec: 0.309 D_GP: 0.039 D_real: 1.078 D_fake: 0.653 (epoch: 244, iters: 3056, time: 0.064) G_GAN: 0.671 G_GAN_Feat: 0.905 G_ID: 0.183 G_Rec: 0.411 D_GP: 0.039 D_real: 1.187 D_fake: 0.357 (epoch: 244, iters: 3456, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.651 G_ID: 0.108 G_Rec: 0.260 D_GP: 0.023 D_real: 1.212 D_fake: 0.740 (epoch: 244, iters: 3856, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 1.079 G_ID: 0.175 G_Rec: 0.422 D_GP: 0.046 D_real: 0.255 D_fake: 0.831 (epoch: 244, iters: 4256, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.689 G_ID: 0.164 G_Rec: 0.319 D_GP: 0.021 D_real: 0.931 D_fake: 0.913 (epoch: 244, iters: 4656, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.852 G_ID: 0.147 G_Rec: 0.396 D_GP: 0.028 D_real: 0.993 D_fake: 0.668 (epoch: 244, iters: 5056, time: 0.064) G_GAN: 0.016 G_GAN_Feat: 0.606 G_ID: 0.119 G_Rec: 0.266 D_GP: 0.023 D_real: 0.962 D_fake: 0.984 (epoch: 244, iters: 5456, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.919 G_ID: 0.163 G_Rec: 0.378 D_GP: 0.032 D_real: 1.177 D_fake: 0.556 (epoch: 244, iters: 5856, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.737 G_ID: 0.131 G_Rec: 0.329 D_GP: 0.025 D_real: 1.130 D_fake: 0.761 (epoch: 244, iters: 6256, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.891 G_ID: 0.186 G_Rec: 0.377 D_GP: 0.035 D_real: 1.017 D_fake: 0.586 (epoch: 244, iters: 6656, time: 0.064) G_GAN: 0.131 G_GAN_Feat: 0.687 G_ID: 0.132 G_Rec: 0.288 D_GP: 0.051 D_real: 0.873 D_fake: 0.869 (epoch: 244, iters: 7056, time: 0.064) G_GAN: 0.462 G_GAN_Feat: 0.934 G_ID: 0.160 G_Rec: 0.430 D_GP: 0.099 D_real: 0.856 D_fake: 0.544 (epoch: 244, iters: 7456, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.621 G_ID: 0.145 G_Rec: 0.287 D_GP: 0.023 D_real: 1.196 D_fake: 0.638 (epoch: 244, iters: 7856, time: 0.064) G_GAN: 0.767 G_GAN_Feat: 0.826 G_ID: 0.162 G_Rec: 0.388 D_GP: 0.023 D_real: 1.565 D_fake: 0.265 (epoch: 244, iters: 8256, time: 0.064) G_GAN: -0.168 G_GAN_Feat: 0.932 G_ID: 0.120 G_Rec: 0.308 D_GP: 0.740 D_real: 0.328 D_fake: 1.170 (epoch: 245, iters: 48, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.863 G_ID: 0.157 G_Rec: 0.379 D_GP: 0.024 D_real: 1.127 D_fake: 0.609 (epoch: 245, iters: 448, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.799 G_ID: 0.157 G_Rec: 0.366 D_GP: 0.056 D_real: 0.774 D_fake: 0.823 (epoch: 245, iters: 848, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 0.968 G_ID: 0.183 G_Rec: 0.405 D_GP: 0.052 D_real: 0.848 D_fake: 0.519 (epoch: 245, iters: 1248, time: 0.064) G_GAN: -0.267 G_GAN_Feat: 0.670 G_ID: 0.122 G_Rec: 0.370 D_GP: 0.025 D_real: 0.693 D_fake: 1.267 (epoch: 245, iters: 1648, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.903 G_ID: 0.156 G_Rec: 0.389 D_GP: 0.031 D_real: 1.088 D_fake: 0.606 (epoch: 245, iters: 2048, time: 0.064) G_GAN: 0.493 G_GAN_Feat: 0.661 G_ID: 0.134 G_Rec: 0.276 D_GP: 0.025 D_real: 1.450 D_fake: 0.510 (epoch: 245, iters: 2448, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 1.027 G_ID: 0.173 G_Rec: 0.450 D_GP: 0.033 D_real: 0.854 D_fake: 0.677 (epoch: 245, iters: 2848, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.679 G_ID: 0.124 G_Rec: 0.314 D_GP: 0.022 D_real: 1.148 D_fake: 0.777 (epoch: 245, iters: 3248, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.822 G_ID: 0.167 G_Rec: 0.379 D_GP: 0.023 D_real: 1.182 D_fake: 0.597 (epoch: 245, iters: 3648, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.720 G_ID: 0.134 G_Rec: 0.311 D_GP: 0.026 D_real: 0.991 D_fake: 0.860 (epoch: 245, iters: 4048, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.812 G_ID: 0.188 G_Rec: 0.372 D_GP: 0.022 D_real: 1.026 D_fake: 0.737 (epoch: 245, iters: 4448, time: 0.064) G_GAN: -0.289 G_GAN_Feat: 0.867 G_ID: 0.134 G_Rec: 0.331 D_GP: 0.644 D_real: 0.332 D_fake: 1.289 (epoch: 245, iters: 4848, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.957 G_ID: 0.167 G_Rec: 0.411 D_GP: 0.057 D_real: 0.763 D_fake: 0.643 (epoch: 245, iters: 5248, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.691 G_ID: 0.115 G_Rec: 0.283 D_GP: 0.035 D_real: 1.135 D_fake: 0.674 (epoch: 245, iters: 5648, time: 0.064) G_GAN: 0.587 G_GAN_Feat: 0.883 G_ID: 0.171 G_Rec: 0.394 D_GP: 0.027 D_real: 1.333 D_fake: 0.462 (epoch: 245, iters: 6048, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.759 G_ID: 0.131 G_Rec: 0.300 D_GP: 0.031 D_real: 1.080 D_fake: 0.690 (epoch: 245, iters: 6448, time: 0.064) G_GAN: 0.846 G_GAN_Feat: 0.907 G_ID: 0.174 G_Rec: 0.404 D_GP: 0.024 D_real: 1.545 D_fake: 0.217 (epoch: 245, iters: 6848, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.599 G_ID: 0.119 G_Rec: 0.280 D_GP: 0.019 D_real: 1.132 D_fake: 0.765 (epoch: 245, iters: 7248, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.839 G_ID: 0.208 G_Rec: 0.400 D_GP: 0.026 D_real: 0.928 D_fake: 0.808 (epoch: 245, iters: 7648, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.809 G_ID: 0.120 G_Rec: 0.336 D_GP: 0.378 D_real: 0.736 D_fake: 0.821 (epoch: 245, iters: 8048, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 1.014 G_ID: 0.166 G_Rec: 0.450 D_GP: 0.090 D_real: 0.621 D_fake: 0.548 (epoch: 245, iters: 8448, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.872 G_ID: 0.126 G_Rec: 0.290 D_GP: 0.059 D_real: 0.510 D_fake: 0.785 (epoch: 246, iters: 240, time: 0.064) G_GAN: 0.641 G_GAN_Feat: 0.854 G_ID: 0.181 G_Rec: 0.403 D_GP: 0.021 D_real: 1.361 D_fake: 0.419 (epoch: 246, iters: 640, time: 0.064) G_GAN: 0.110 G_GAN_Feat: 0.758 G_ID: 0.121 G_Rec: 0.324 D_GP: 0.026 D_real: 0.901 D_fake: 0.890 (epoch: 246, iters: 1040, time: 0.064) G_GAN: 0.800 G_GAN_Feat: 1.047 G_ID: 0.160 G_Rec: 0.438 D_GP: 0.065 D_real: 0.601 D_fake: 0.321 (epoch: 246, iters: 1440, time: 0.064) G_GAN: 0.194 G_GAN_Feat: 0.626 G_ID: 0.127 G_Rec: 0.311 D_GP: 0.017 D_real: 1.193 D_fake: 0.806 (epoch: 246, iters: 1840, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.857 G_ID: 0.175 G_Rec: 0.411 D_GP: 0.021 D_real: 1.018 D_fake: 0.741 (epoch: 246, iters: 2240, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.722 G_ID: 0.117 G_Rec: 0.318 D_GP: 0.029 D_real: 1.055 D_fake: 0.894 (epoch: 246, iters: 2640, time: 0.064) G_GAN: 0.751 G_GAN_Feat: 0.856 G_ID: 0.208 G_Rec: 0.384 D_GP: 0.025 D_real: 1.545 D_fake: 0.295 (epoch: 246, iters: 3040, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.780 G_ID: 0.118 G_Rec: 0.283 D_GP: 0.114 D_real: 0.746 D_fake: 0.702 (epoch: 246, iters: 3440, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.925 G_ID: 0.168 G_Rec: 0.463 D_GP: 0.022 D_real: 1.104 D_fake: 0.537 (epoch: 246, iters: 3840, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.638 G_ID: 0.122 G_Rec: 0.308 D_GP: 0.022 D_real: 1.241 D_fake: 0.740 (epoch: 246, iters: 4240, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.700 G_ID: 0.190 G_Rec: 0.346 D_GP: 0.018 D_real: 1.278 D_fake: 0.587 (epoch: 246, iters: 4640, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.557 G_ID: 0.129 G_Rec: 0.274 D_GP: 0.019 D_real: 1.178 D_fake: 0.774 (epoch: 246, iters: 5040, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.807 G_ID: 0.164 G_Rec: 0.381 D_GP: 0.030 D_real: 1.069 D_fake: 0.709 (epoch: 246, iters: 5440, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.707 G_ID: 0.116 G_Rec: 0.301 D_GP: 0.032 D_real: 1.005 D_fake: 0.844 (epoch: 246, iters: 5840, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 0.898 G_ID: 0.206 G_Rec: 0.389 D_GP: 0.026 D_real: 1.117 D_fake: 0.519 (epoch: 246, iters: 6240, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.600 G_ID: 0.159 G_Rec: 0.295 D_GP: 0.023 D_real: 1.166 D_fake: 0.808 (epoch: 246, iters: 6640, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.840 G_ID: 0.174 G_Rec: 0.360 D_GP: 0.029 D_real: 1.183 D_fake: 0.672 (epoch: 246, iters: 7040, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.702 G_ID: 0.106 G_Rec: 0.297 D_GP: 0.032 D_real: 1.136 D_fake: 0.672 (epoch: 246, iters: 7440, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.864 G_ID: 0.192 G_Rec: 0.358 D_GP: 0.055 D_real: 0.698 D_fake: 0.849 (epoch: 246, iters: 7840, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.752 G_ID: 0.123 G_Rec: 0.283 D_GP: 0.083 D_real: 0.917 D_fake: 0.735 (epoch: 246, iters: 8240, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.753 G_ID: 0.163 G_Rec: 0.356 D_GP: 0.023 D_real: 1.186 D_fake: 0.593 (epoch: 247, iters: 32, time: 0.064) G_GAN: 0.141 G_GAN_Feat: 0.875 G_ID: 0.144 G_Rec: 0.340 D_GP: 0.335 D_real: 0.523 D_fake: 0.861 (epoch: 247, iters: 432, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 1.140 G_ID: 0.184 G_Rec: 0.411 D_GP: 0.155 D_real: 0.488 D_fake: 0.475 (epoch: 247, iters: 832, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.586 G_ID: 0.154 G_Rec: 0.326 D_GP: 0.020 D_real: 1.250 D_fake: 0.717 (epoch: 247, iters: 1232, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.805 G_ID: 0.169 G_Rec: 0.387 D_GP: 0.020 D_real: 1.230 D_fake: 0.529 (epoch: 247, iters: 1632, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.611 G_ID: 0.109 G_Rec: 0.278 D_GP: 0.026 D_real: 1.059 D_fake: 0.840 (epoch: 247, iters: 2032, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.793 G_ID: 0.162 G_Rec: 0.385 D_GP: 0.024 D_real: 0.977 D_fake: 0.736 (epoch: 247, iters: 2432, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.610 G_ID: 0.158 G_Rec: 0.290 D_GP: 0.025 D_real: 1.096 D_fake: 0.776 (epoch: 247, iters: 2832, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.865 G_ID: 0.178 G_Rec: 0.384 D_GP: 0.042 D_real: 1.050 D_fake: 0.600 (epoch: 247, iters: 3232, time: 0.064) G_GAN: 0.096 G_GAN_Feat: 0.666 G_ID: 0.141 G_Rec: 0.294 D_GP: 0.028 D_real: 0.932 D_fake: 0.904 (epoch: 247, iters: 3632, time: 0.064) G_GAN: 0.651 G_GAN_Feat: 0.852 G_ID: 0.153 G_Rec: 0.375 D_GP: 0.027 D_real: 1.382 D_fake: 0.365 (epoch: 247, iters: 4032, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.747 G_ID: 0.115 G_Rec: 0.290 D_GP: 0.051 D_real: 1.002 D_fake: 0.755 (epoch: 247, iters: 4432, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 0.977 G_ID: 0.183 G_Rec: 0.440 D_GP: 0.044 D_real: 0.863 D_fake: 0.527 (epoch: 247, iters: 4832, time: 0.064) G_GAN: -0.109 G_GAN_Feat: 1.017 G_ID: 0.130 G_Rec: 0.356 D_GP: 3.370 D_real: 0.390 D_fake: 1.110 (epoch: 247, iters: 5232, time: 0.064) G_GAN: 0.629 G_GAN_Feat: 0.817 G_ID: 0.138 G_Rec: 0.421 D_GP: 0.028 D_real: 1.368 D_fake: 0.391 (epoch: 247, iters: 5632, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.664 G_ID: 0.130 G_Rec: 0.335 D_GP: 0.034 D_real: 1.040 D_fake: 0.847 (epoch: 247, iters: 6032, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.872 G_ID: 0.170 G_Rec: 0.448 D_GP: 0.046 D_real: 0.818 D_fake: 0.788 (epoch: 247, iters: 6432, time: 0.064) G_GAN: 0.025 G_GAN_Feat: 0.599 G_ID: 0.119 G_Rec: 0.303 D_GP: 0.047 D_real: 0.868 D_fake: 0.975 (epoch: 247, iters: 6832, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.806 G_ID: 0.154 G_Rec: 0.393 D_GP: 0.030 D_real: 1.026 D_fake: 0.725 (epoch: 247, iters: 7232, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.601 G_ID: 0.131 G_Rec: 0.289 D_GP: 0.022 D_real: 1.112 D_fake: 0.839 (epoch: 247, iters: 7632, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.842 G_ID: 0.185 G_Rec: 0.372 D_GP: 0.057 D_real: 0.741 D_fake: 0.813 (epoch: 247, iters: 8032, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.598 G_ID: 0.137 G_Rec: 0.304 D_GP: 0.020 D_real: 1.194 D_fake: 0.715 (epoch: 247, iters: 8432, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.999 G_ID: 0.183 G_Rec: 0.390 D_GP: 0.396 D_real: 0.516 D_fake: 0.698 (epoch: 248, iters: 224, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.637 G_ID: 0.120 G_Rec: 0.283 D_GP: 0.026 D_real: 1.126 D_fake: 0.794 (epoch: 248, iters: 624, time: 0.064) G_GAN: 0.513 G_GAN_Feat: 0.959 G_ID: 0.159 G_Rec: 0.407 D_GP: 0.089 D_real: 0.940 D_fake: 0.496 (epoch: 248, iters: 1024, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.933 G_ID: 0.137 G_Rec: 0.337 D_GP: 0.128 D_real: 0.502 D_fake: 0.942 (epoch: 248, iters: 1424, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.824 G_ID: 0.189 G_Rec: 0.385 D_GP: 0.029 D_real: 1.000 D_fake: 0.763 (epoch: 248, iters: 1824, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.766 G_ID: 0.134 G_Rec: 0.311 D_GP: 0.146 D_real: 0.979 D_fake: 0.959 (epoch: 248, iters: 2224, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.869 G_ID: 0.170 G_Rec: 0.390 D_GP: 0.037 D_real: 1.117 D_fake: 0.497 (epoch: 248, iters: 2624, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.684 G_ID: 0.149 G_Rec: 0.277 D_GP: 0.025 D_real: 1.279 D_fake: 0.665 (epoch: 248, iters: 3024, time: 0.064) G_GAN: 0.596 G_GAN_Feat: 1.048 G_ID: 0.158 G_Rec: 0.456 D_GP: 0.101 D_real: 1.093 D_fake: 0.428 (epoch: 248, iters: 3424, time: 0.064) G_GAN: -0.177 G_GAN_Feat: 0.846 G_ID: 0.153 G_Rec: 0.308 D_GP: 0.086 D_real: 0.816 D_fake: 1.177 (epoch: 248, iters: 3824, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.853 G_ID: 0.177 G_Rec: 0.391 D_GP: 0.021 D_real: 1.107 D_fake: 0.613 (epoch: 248, iters: 4224, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 0.771 G_ID: 0.131 G_Rec: 0.303 D_GP: 0.037 D_real: 0.821 D_fake: 0.920 (epoch: 248, iters: 4624, time: 0.064) G_GAN: 0.667 G_GAN_Feat: 0.895 G_ID: 0.159 G_Rec: 0.408 D_GP: 0.023 D_real: 1.340 D_fake: 0.343 (epoch: 248, iters: 5024, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.645 G_ID: 0.124 G_Rec: 0.262 D_GP: 0.022 D_real: 1.147 D_fake: 0.766 (epoch: 248, iters: 5424, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.856 G_ID: 0.173 G_Rec: 0.390 D_GP: 0.034 D_real: 0.885 D_fake: 0.722 (epoch: 248, iters: 5824, time: 0.064) G_GAN: -0.004 G_GAN_Feat: 0.763 G_ID: 0.129 G_Rec: 0.313 D_GP: 0.048 D_real: 0.760 D_fake: 1.005 (epoch: 248, iters: 6224, time: 0.064) G_GAN: 0.535 G_GAN_Feat: 1.123 G_ID: 0.169 G_Rec: 0.400 D_GP: 0.134 D_real: 0.492 D_fake: 0.467 (epoch: 248, iters: 6624, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.647 G_ID: 0.142 G_Rec: 0.306 D_GP: 0.024 D_real: 1.228 D_fake: 0.681 (epoch: 248, iters: 7024, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.875 G_ID: 0.172 G_Rec: 0.377 D_GP: 0.025 D_real: 1.109 D_fake: 0.517 (epoch: 248, iters: 7424, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.829 G_ID: 0.133 G_Rec: 0.308 D_GP: 0.034 D_real: 0.841 D_fake: 0.785 (epoch: 248, iters: 7824, time: 0.064) G_GAN: 0.613 G_GAN_Feat: 0.946 G_ID: 0.162 G_Rec: 0.388 D_GP: 0.034 D_real: 1.143 D_fake: 0.409 (epoch: 248, iters: 8224, time: 0.064) G_GAN: -0.272 G_GAN_Feat: 0.981 G_ID: 0.135 G_Rec: 0.338 D_GP: 0.176 D_real: 0.135 D_fake: 1.272 (epoch: 249, iters: 16, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 0.888 G_ID: 0.175 G_Rec: 0.448 D_GP: 0.026 D_real: 1.283 D_fake: 0.463 (epoch: 249, iters: 416, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.651 G_ID: 0.116 G_Rec: 0.374 D_GP: 0.071 D_real: 1.020 D_fake: 0.801 (epoch: 249, iters: 816, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 0.793 G_ID: 0.143 G_Rec: 0.391 D_GP: 0.022 D_real: 1.195 D_fake: 0.488 (epoch: 249, iters: 1216, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.632 G_ID: 0.104 G_Rec: 0.289 D_GP: 0.023 D_real: 1.113 D_fake: 0.777 (epoch: 249, iters: 1616, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.827 G_ID: 0.161 G_Rec: 0.358 D_GP: 0.044 D_real: 1.003 D_fake: 0.712 (epoch: 249, iters: 2016, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.635 G_ID: 0.149 G_Rec: 0.296 D_GP: 0.022 D_real: 1.173 D_fake: 0.785 (epoch: 249, iters: 2416, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.706 G_ID: 0.171 G_Rec: 0.367 D_GP: 0.018 D_real: 1.122 D_fake: 0.846 (epoch: 249, iters: 2816, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.568 G_ID: 0.126 G_Rec: 0.317 D_GP: 0.021 D_real: 1.181 D_fake: 0.801 (epoch: 249, iters: 3216, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.725 G_ID: 0.162 G_Rec: 0.367 D_GP: 0.019 D_real: 1.098 D_fake: 0.686 (epoch: 249, iters: 3616, time: 0.064) G_GAN: 0.099 G_GAN_Feat: 0.561 G_ID: 0.148 G_Rec: 0.259 D_GP: 0.029 D_real: 1.006 D_fake: 0.901 (epoch: 249, iters: 4016, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.741 G_ID: 0.164 G_Rec: 0.365 D_GP: 0.021 D_real: 1.301 D_fake: 0.491 (epoch: 249, iters: 4416, time: 0.064) G_GAN: -0.059 G_GAN_Feat: 0.562 G_ID: 0.143 G_Rec: 0.321 D_GP: 0.022 D_real: 0.850 D_fake: 1.059 (epoch: 249, iters: 4816, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.792 G_ID: 0.143 G_Rec: 0.387 D_GP: 0.024 D_real: 1.122 D_fake: 0.637 (epoch: 249, iters: 5216, time: 0.064) G_GAN: 0.243 G_GAN_Feat: 0.648 G_ID: 0.156 G_Rec: 0.289 D_GP: 0.024 D_real: 1.206 D_fake: 0.757 (epoch: 249, iters: 5616, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.835 G_ID: 0.159 G_Rec: 0.398 D_GP: 0.024 D_real: 1.162 D_fake: 0.578 (epoch: 249, iters: 6016, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.719 G_ID: 0.136 G_Rec: 0.306 D_GP: 0.052 D_real: 0.858 D_fake: 0.867 (epoch: 249, iters: 6416, time: 0.064) G_GAN: 0.493 G_GAN_Feat: 0.878 G_ID: 0.196 G_Rec: 0.414 D_GP: 0.025 D_real: 1.266 D_fake: 0.511 (epoch: 249, iters: 6816, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.752 G_ID: 0.134 G_Rec: 0.340 D_GP: 0.054 D_real: 0.975 D_fake: 0.710 (epoch: 249, iters: 7216, time: 0.064) G_GAN: 0.841 G_GAN_Feat: 0.894 G_ID: 0.236 G_Rec: 0.450 D_GP: 0.035 D_real: 1.402 D_fake: 0.276 (epoch: 249, iters: 7616, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 0.711 G_ID: 0.120 G_Rec: 0.325 D_GP: 0.039 D_real: 0.899 D_fake: 0.844 (epoch: 249, iters: 8016, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.865 G_ID: 0.189 G_Rec: 0.392 D_GP: 0.028 D_real: 0.954 D_fake: 0.764 (epoch: 249, iters: 8416, time: 0.064) G_GAN: 0.110 G_GAN_Feat: 0.820 G_ID: 0.140 G_Rec: 0.302 D_GP: 0.084 D_real: 0.597 D_fake: 0.894 (epoch: 250, iters: 208, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.926 G_ID: 0.163 G_Rec: 0.362 D_GP: 0.063 D_real: 0.723 D_fake: 0.730 (epoch: 250, iters: 608, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.612 G_ID: 0.150 G_Rec: 0.288 D_GP: 0.019 D_real: 1.068 D_fake: 0.908 (epoch: 250, iters: 1008, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.808 G_ID: 0.177 G_Rec: 0.382 D_GP: 0.033 D_real: 0.971 D_fake: 0.746 (epoch: 250, iters: 1408, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.691 G_ID: 0.121 G_Rec: 0.304 D_GP: 0.041 D_real: 0.967 D_fake: 0.910 (epoch: 250, iters: 1808, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.949 G_ID: 0.173 G_Rec: 0.476 D_GP: 0.031 D_real: 1.224 D_fake: 0.550 (epoch: 250, iters: 2208, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.710 G_ID: 0.123 G_Rec: 0.296 D_GP: 0.028 D_real: 1.008 D_fake: 0.875 (epoch: 250, iters: 2608, time: 0.064) G_GAN: 0.543 G_GAN_Feat: 0.763 G_ID: 0.146 G_Rec: 0.340 D_GP: 0.021 D_real: 1.310 D_fake: 0.470 (epoch: 250, iters: 3008, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.603 G_ID: 0.126 G_Rec: 0.260 D_GP: 0.022 D_real: 1.252 D_fake: 0.702 (epoch: 250, iters: 3408, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.939 G_ID: 0.194 G_Rec: 0.394 D_GP: 0.029 D_real: 0.774 D_fake: 0.878 (epoch: 250, iters: 3808, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.711 G_ID: 0.126 G_Rec: 0.310 D_GP: 0.033 D_real: 0.957 D_fake: 0.808 (epoch: 250, iters: 4208, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.788 G_ID: 0.179 G_Rec: 0.341 D_GP: 0.028 D_real: 1.112 D_fake: 0.661 (epoch: 250, iters: 4608, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.785 G_ID: 0.125 G_Rec: 0.313 D_GP: 0.044 D_real: 0.881 D_fake: 0.718 (epoch: 250, iters: 5008, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.888 G_ID: 0.203 G_Rec: 0.422 D_GP: 0.029 D_real: 1.167 D_fake: 0.542 (epoch: 250, iters: 5408, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 1.047 G_ID: 0.138 G_Rec: 0.352 D_GP: 0.948 D_real: 0.578 D_fake: 0.568 (epoch: 250, iters: 5808, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.826 G_ID: 0.178 G_Rec: 0.369 D_GP: 0.027 D_real: 1.170 D_fake: 0.555 (epoch: 250, iters: 6208, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.656 G_ID: 0.132 G_Rec: 0.291 D_GP: 0.027 D_real: 1.212 D_fake: 0.686 (epoch: 250, iters: 6608, time: 0.064) G_GAN: 0.701 G_GAN_Feat: 0.881 G_ID: 0.156 G_Rec: 0.441 D_GP: 0.029 D_real: 1.397 D_fake: 0.315 (epoch: 250, iters: 7008, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.569 G_ID: 0.130 G_Rec: 0.287 D_GP: 0.018 D_real: 1.049 D_fake: 0.918 (epoch: 250, iters: 7408, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 0.877 G_ID: 0.139 G_Rec: 0.462 D_GP: 0.032 D_real: 0.743 D_fake: 0.844 (epoch: 250, iters: 7808, time: 0.064) G_GAN: -0.004 G_GAN_Feat: 0.680 G_ID: 0.153 G_Rec: 0.326 D_GP: 0.027 D_real: 0.847 D_fake: 1.004 (epoch: 250, iters: 8208, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 0.867 G_ID: 0.211 G_Rec: 0.397 D_GP: 0.025 D_real: 0.913 D_fake: 0.712 (epoch: 250, iters: 8608, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.728 G_ID: 0.144 G_Rec: 0.294 D_GP: 0.037 D_real: 1.070 D_fake: 0.763 (epoch: 251, iters: 400, time: 0.064) G_GAN: 0.701 G_GAN_Feat: 0.823 G_ID: 0.168 G_Rec: 0.358 D_GP: 0.024 D_real: 1.507 D_fake: 0.319 (epoch: 251, iters: 800, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.560 G_ID: 0.137 G_Rec: 0.289 D_GP: 0.019 D_real: 1.241 D_fake: 0.745 (epoch: 251, iters: 1200, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 0.883 G_ID: 0.143 G_Rec: 0.415 D_GP: 0.031 D_real: 1.199 D_fake: 0.452 (epoch: 251, iters: 1600, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.586 G_ID: 0.123 G_Rec: 0.286 D_GP: 0.022 D_real: 1.041 D_fake: 0.918 (epoch: 251, iters: 2000, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 0.895 G_ID: 0.169 G_Rec: 0.401 D_GP: 0.030 D_real: 1.086 D_fake: 0.543 (epoch: 251, iters: 2400, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.705 G_ID: 0.120 G_Rec: 0.323 D_GP: 0.033 D_real: 1.065 D_fake: 0.714 (epoch: 251, iters: 2800, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.928 G_ID: 0.165 G_Rec: 0.401 D_GP: 0.176 D_real: 0.709 D_fake: 0.864 (epoch: 251, iters: 3200, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.751 G_ID: 0.120 G_Rec: 0.303 D_GP: 0.036 D_real: 0.965 D_fake: 0.742 (epoch: 251, iters: 3600, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 0.866 G_ID: 0.161 G_Rec: 0.404 D_GP: 0.025 D_real: 1.068 D_fake: 0.625 (epoch: 251, iters: 4000, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.797 G_ID: 0.128 G_Rec: 0.335 D_GP: 0.295 D_real: 0.631 D_fake: 0.887 (epoch: 251, iters: 4400, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.835 G_ID: 0.170 G_Rec: 0.378 D_GP: 0.030 D_real: 1.072 D_fake: 0.609 (epoch: 251, iters: 4800, time: 0.064) G_GAN: 0.120 G_GAN_Feat: 0.696 G_ID: 0.130 G_Rec: 0.289 D_GP: 0.030 D_real: 0.952 D_fake: 0.880 (epoch: 251, iters: 5200, time: 0.064) G_GAN: 0.750 G_GAN_Feat: 0.782 G_ID: 0.155 G_Rec: 0.347 D_GP: 0.022 D_real: 1.556 D_fake: 0.348 (epoch: 251, iters: 5600, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.680 G_ID: 0.140 G_Rec: 0.281 D_GP: 0.022 D_real: 1.230 D_fake: 0.656 (epoch: 251, iters: 6000, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.955 G_ID: 0.184 G_Rec: 0.387 D_GP: 0.027 D_real: 0.717 D_fake: 0.702 (epoch: 251, iters: 6400, time: 0.064) G_GAN: 0.063 G_GAN_Feat: 0.775 G_ID: 0.147 G_Rec: 0.325 D_GP: 0.070 D_real: 0.826 D_fake: 0.937 (epoch: 251, iters: 6800, time: 0.064) G_GAN: -0.008 G_GAN_Feat: 1.032 G_ID: 0.201 G_Rec: 0.402 D_GP: 0.378 D_real: 0.406 D_fake: 1.008 (epoch: 251, iters: 7200, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.696 G_ID: 0.150 G_Rec: 0.297 D_GP: 0.030 D_real: 1.046 D_fake: 0.838 (epoch: 251, iters: 7600, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 0.862 G_ID: 0.199 G_Rec: 0.412 D_GP: 0.025 D_real: 1.177 D_fake: 0.430 (epoch: 251, iters: 8000, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.646 G_ID: 0.132 G_Rec: 0.281 D_GP: 0.022 D_real: 1.250 D_fake: 0.685 (epoch: 251, iters: 8400, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.975 G_ID: 0.199 G_Rec: 0.418 D_GP: 0.118 D_real: 0.709 D_fake: 0.650 (epoch: 252, iters: 192, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.687 G_ID: 0.136 G_Rec: 0.284 D_GP: 0.025 D_real: 1.072 D_fake: 0.755 (epoch: 252, iters: 592, time: 0.064) G_GAN: 0.513 G_GAN_Feat: 0.834 G_ID: 0.157 G_Rec: 0.387 D_GP: 0.022 D_real: 1.297 D_fake: 0.491 (epoch: 252, iters: 992, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.670 G_ID: 0.124 G_Rec: 0.251 D_GP: 0.026 D_real: 1.064 D_fake: 0.830 (epoch: 252, iters: 1392, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.782 G_ID: 0.176 G_Rec: 0.361 D_GP: 0.024 D_real: 1.070 D_fake: 0.724 (epoch: 252, iters: 1792, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.603 G_ID: 0.155 G_Rec: 0.254 D_GP: 0.028 D_real: 1.020 D_fake: 0.900 (epoch: 252, iters: 2192, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 0.981 G_ID: 0.155 G_Rec: 0.418 D_GP: 0.042 D_real: 0.917 D_fake: 0.430 (epoch: 252, iters: 2592, time: 0.064) G_GAN: -0.129 G_GAN_Feat: 0.894 G_ID: 0.132 G_Rec: 0.348 D_GP: 1.274 D_real: 0.261 D_fake: 1.129 (epoch: 252, iters: 2992, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.842 G_ID: 0.180 G_Rec: 0.371 D_GP: 0.030 D_real: 1.075 D_fake: 0.618 (epoch: 252, iters: 3392, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.706 G_ID: 0.126 G_Rec: 0.299 D_GP: 0.020 D_real: 1.357 D_fake: 0.583 (epoch: 252, iters: 3792, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 1.019 G_ID: 0.171 G_Rec: 0.438 D_GP: 0.056 D_real: 0.731 D_fake: 0.592 (epoch: 252, iters: 4192, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.896 G_ID: 0.113 G_Rec: 0.298 D_GP: 0.037 D_real: 0.733 D_fake: 0.711 (epoch: 252, iters: 4592, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.934 G_ID: 0.159 G_Rec: 0.384 D_GP: 0.023 D_real: 1.040 D_fake: 0.589 (epoch: 252, iters: 4992, time: 0.064) G_GAN: -0.270 G_GAN_Feat: 0.900 G_ID: 0.124 G_Rec: 0.360 D_GP: 0.214 D_real: 0.575 D_fake: 1.270 (epoch: 252, iters: 5392, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.876 G_ID: 0.176 G_Rec: 0.384 D_GP: 0.047 D_real: 0.913 D_fake: 0.660 (epoch: 252, iters: 5792, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.905 G_ID: 0.142 G_Rec: 0.330 D_GP: 0.174 D_real: 0.712 D_fake: 0.627 (epoch: 252, iters: 6192, time: 0.064) G_GAN: 0.605 G_GAN_Feat: 1.006 G_ID: 0.173 G_Rec: 0.407 D_GP: 0.031 D_real: 0.970 D_fake: 0.405 (epoch: 252, iters: 6592, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.696 G_ID: 0.123 G_Rec: 0.297 D_GP: 0.024 D_real: 1.104 D_fake: 0.849 (epoch: 252, iters: 6992, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 1.005 G_ID: 0.162 G_Rec: 0.421 D_GP: 0.078 D_real: 1.027 D_fake: 0.533 (epoch: 252, iters: 7392, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.994 G_ID: 0.139 G_Rec: 0.342 D_GP: 1.859 D_real: 0.348 D_fake: 0.718 (epoch: 252, iters: 7792, time: 0.064) G_GAN: 0.640 G_GAN_Feat: 0.752 G_ID: 0.161 G_Rec: 0.346 D_GP: 0.023 D_real: 1.411 D_fake: 0.425 (epoch: 252, iters: 8192, time: 0.064) G_GAN: 0.039 G_GAN_Feat: 0.658 G_ID: 0.113 G_Rec: 0.319 D_GP: 0.026 D_real: 0.901 D_fake: 0.961 (epoch: 252, iters: 8592, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 1.051 G_ID: 0.178 G_Rec: 0.452 D_GP: 0.072 D_real: 0.979 D_fake: 0.826 (epoch: 253, iters: 384, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.665 G_ID: 0.134 G_Rec: 0.326 D_GP: 0.045 D_real: 1.004 D_fake: 0.823 (epoch: 253, iters: 784, time: 0.064) G_GAN: 0.487 G_GAN_Feat: 0.953 G_ID: 0.149 G_Rec: 0.381 D_GP: 0.038 D_real: 0.968 D_fake: 0.517 (epoch: 253, iters: 1184, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.676 G_ID: 0.118 G_Rec: 0.285 D_GP: 0.019 D_real: 1.128 D_fake: 0.831 (epoch: 253, iters: 1584, time: 0.064) G_GAN: 0.669 G_GAN_Feat: 0.953 G_ID: 0.148 G_Rec: 0.419 D_GP: 0.029 D_real: 1.156 D_fake: 0.375 (epoch: 253, iters: 1984, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.829 G_ID: 0.120 G_Rec: 0.358 D_GP: 0.038 D_real: 1.042 D_fake: 0.675 (epoch: 253, iters: 2384, time: 0.064) G_GAN: 0.419 G_GAN_Feat: 1.011 G_ID: 0.144 G_Rec: 0.422 D_GP: 0.022 D_real: 0.963 D_fake: 0.582 (epoch: 253, iters: 2784, time: 0.064) G_GAN: -0.106 G_GAN_Feat: 0.732 G_ID: 0.145 G_Rec: 0.287 D_GP: 0.027 D_real: 0.689 D_fake: 1.106 (epoch: 253, iters: 3184, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.849 G_ID: 0.180 G_Rec: 0.409 D_GP: 0.022 D_real: 1.034 D_fake: 0.736 (epoch: 253, iters: 3584, time: 0.064) G_GAN: -0.003 G_GAN_Feat: 0.740 G_ID: 0.130 G_Rec: 0.319 D_GP: 0.032 D_real: 0.780 D_fake: 1.004 (epoch: 253, iters: 3984, time: 0.064) G_GAN: 0.708 G_GAN_Feat: 0.823 G_ID: 0.164 G_Rec: 0.369 D_GP: 0.021 D_real: 1.509 D_fake: 0.312 (epoch: 253, iters: 4384, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.644 G_ID: 0.130 G_Rec: 0.308 D_GP: 0.022 D_real: 1.219 D_fake: 0.702 (epoch: 253, iters: 4784, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.972 G_ID: 0.155 G_Rec: 0.415 D_GP: 0.084 D_real: 0.697 D_fake: 0.932 (epoch: 253, iters: 5184, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.891 G_ID: 0.141 G_Rec: 0.337 D_GP: 0.105 D_real: 1.200 D_fake: 0.657 (epoch: 253, iters: 5584, time: 0.064) G_GAN: 0.556 G_GAN_Feat: 0.963 G_ID: 0.184 G_Rec: 0.416 D_GP: 0.046 D_real: 0.880 D_fake: 0.455 (epoch: 253, iters: 5984, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.747 G_ID: 0.132 G_Rec: 0.302 D_GP: 0.021 D_real: 1.131 D_fake: 0.807 (epoch: 253, iters: 6384, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.765 G_ID: 0.145 G_Rec: 0.347 D_GP: 0.022 D_real: 1.061 D_fake: 0.823 (epoch: 253, iters: 6784, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.834 G_ID: 0.127 G_Rec: 0.324 D_GP: 0.045 D_real: 1.059 D_fake: 0.687 (epoch: 253, iters: 7184, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.875 G_ID: 0.161 G_Rec: 0.400 D_GP: 0.046 D_real: 0.741 D_fake: 0.832 (epoch: 253, iters: 7584, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.665 G_ID: 0.130 G_Rec: 0.317 D_GP: 0.023 D_real: 1.164 D_fake: 0.756 (epoch: 253, iters: 7984, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.873 G_ID: 0.165 G_Rec: 0.441 D_GP: 0.024 D_real: 1.042 D_fake: 0.688 (epoch: 253, iters: 8384, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.724 G_ID: 0.116 G_Rec: 0.306 D_GP: 0.039 D_real: 0.925 D_fake: 0.777 (epoch: 254, iters: 176, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.980 G_ID: 0.180 G_Rec: 0.387 D_GP: 0.035 D_real: 0.634 D_fake: 0.688 (epoch: 254, iters: 576, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.756 G_ID: 0.139 G_Rec: 0.311 D_GP: 0.030 D_real: 0.992 D_fake: 0.687 (epoch: 254, iters: 976, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 0.866 G_ID: 0.180 G_Rec: 0.332 D_GP: 0.027 D_real: 1.280 D_fake: 0.515 (epoch: 254, iters: 1376, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.729 G_ID: 0.117 G_Rec: 0.305 D_GP: 0.036 D_real: 1.297 D_fake: 0.485 (epoch: 254, iters: 1776, time: 0.064) G_GAN: 0.540 G_GAN_Feat: 0.801 G_ID: 0.195 G_Rec: 0.386 D_GP: 0.019 D_real: 1.445 D_fake: 0.480 (epoch: 254, iters: 2176, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.772 G_ID: 0.160 G_Rec: 0.333 D_GP: 0.039 D_real: 1.009 D_fake: 0.769 (epoch: 254, iters: 2576, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.821 G_ID: 0.150 G_Rec: 0.381 D_GP: 0.021 D_real: 1.024 D_fake: 0.739 (epoch: 254, iters: 2976, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.831 G_ID: 0.136 G_Rec: 0.332 D_GP: 0.074 D_real: 0.586 D_fake: 0.743 (epoch: 254, iters: 3376, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.909 G_ID: 0.169 G_Rec: 0.409 D_GP: 0.032 D_real: 1.176 D_fake: 0.497 (epoch: 254, iters: 3776, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.895 G_ID: 0.126 G_Rec: 0.315 D_GP: 0.125 D_real: 0.434 D_fake: 0.959 (epoch: 254, iters: 4176, time: 0.064) G_GAN: 0.877 G_GAN_Feat: 1.115 G_ID: 0.180 G_Rec: 0.425 D_GP: 0.098 D_real: 1.177 D_fake: 0.408 (epoch: 254, iters: 4576, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.701 G_ID: 0.128 G_Rec: 0.300 D_GP: 0.031 D_real: 1.119 D_fake: 0.768 (epoch: 254, iters: 4976, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.810 G_ID: 0.174 G_Rec: 0.407 D_GP: 0.020 D_real: 1.239 D_fake: 0.530 (epoch: 254, iters: 5376, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.621 G_ID: 0.119 G_Rec: 0.294 D_GP: 0.024 D_real: 1.268 D_fake: 0.729 (epoch: 254, iters: 5776, time: 0.064) G_GAN: 0.773 G_GAN_Feat: 1.024 G_ID: 0.177 G_Rec: 0.438 D_GP: 0.046 D_real: 1.067 D_fake: 0.368 (epoch: 254, iters: 6176, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.684 G_ID: 0.138 G_Rec: 0.344 D_GP: 0.018 D_real: 1.153 D_fake: 0.754 (epoch: 254, iters: 6576, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.784 G_ID: 0.146 G_Rec: 0.370 D_GP: 0.023 D_real: 1.307 D_fake: 0.464 (epoch: 254, iters: 6976, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.590 G_ID: 0.141 G_Rec: 0.340 D_GP: 0.020 D_real: 1.228 D_fake: 0.769 (epoch: 254, iters: 7376, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.793 G_ID: 0.168 G_Rec: 0.387 D_GP: 0.027 D_real: 1.169 D_fake: 0.546 (epoch: 254, iters: 7776, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.601 G_ID: 0.113 G_Rec: 0.289 D_GP: 0.024 D_real: 1.148 D_fake: 0.731 (epoch: 254, iters: 8176, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 0.815 G_ID: 0.162 G_Rec: 0.422 D_GP: 0.029 D_real: 1.164 D_fake: 0.527 (epoch: 254, iters: 8576, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.736 G_ID: 0.127 G_Rec: 0.306 D_GP: 0.026 D_real: 1.053 D_fake: 0.805 (epoch: 255, iters: 368, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.873 G_ID: 0.159 G_Rec: 0.364 D_GP: 0.029 D_real: 0.874 D_fake: 0.640 (epoch: 255, iters: 768, time: 0.064) G_GAN: 0.027 G_GAN_Feat: 0.662 G_ID: 0.170 G_Rec: 0.283 D_GP: 0.038 D_real: 0.812 D_fake: 0.974 (epoch: 255, iters: 1168, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.924 G_ID: 0.186 G_Rec: 0.393 D_GP: 0.068 D_real: 0.858 D_fake: 0.657 (epoch: 255, iters: 1568, time: 0.064) G_GAN: 0.060 G_GAN_Feat: 0.751 G_ID: 0.123 G_Rec: 0.306 D_GP: 0.071 D_real: 0.651 D_fake: 0.941 (epoch: 255, iters: 1968, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.905 G_ID: 0.179 G_Rec: 0.366 D_GP: 0.053 D_real: 0.744 D_fake: 0.700 (epoch: 255, iters: 2368, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 0.714 G_ID: 0.120 G_Rec: 0.300 D_GP: 0.028 D_real: 1.241 D_fake: 0.547 (epoch: 255, iters: 2768, time: 0.064) G_GAN: 0.742 G_GAN_Feat: 1.026 G_ID: 0.193 G_Rec: 0.520 D_GP: 0.081 D_real: 1.132 D_fake: 0.512 (epoch: 255, iters: 3168, time: 0.064) G_GAN: 0.076 G_GAN_Feat: 0.638 G_ID: 0.148 G_Rec: 0.276 D_GP: 0.021 D_real: 0.994 D_fake: 0.924 (epoch: 255, iters: 3568, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 0.865 G_ID: 0.168 G_Rec: 0.394 D_GP: 0.022 D_real: 1.102 D_fake: 0.566 (epoch: 255, iters: 3968, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.642 G_ID: 0.170 G_Rec: 0.272 D_GP: 0.021 D_real: 1.055 D_fake: 0.915 (epoch: 255, iters: 4368, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.998 G_ID: 0.182 G_Rec: 0.439 D_GP: 0.081 D_real: 0.579 D_fake: 0.745 (epoch: 255, iters: 4768, time: 0.064) G_GAN: 0.075 G_GAN_Feat: 0.612 G_ID: 0.132 G_Rec: 0.271 D_GP: 0.023 D_real: 1.116 D_fake: 0.925 (epoch: 255, iters: 5168, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.938 G_ID: 0.166 G_Rec: 0.427 D_GP: 0.046 D_real: 0.736 D_fake: 0.805 (epoch: 255, iters: 5568, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.692 G_ID: 0.117 G_Rec: 0.282 D_GP: 0.038 D_real: 0.896 D_fake: 0.898 (epoch: 255, iters: 5968, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 0.904 G_ID: 0.197 G_Rec: 0.378 D_GP: 0.026 D_real: 1.283 D_fake: 0.390 (epoch: 255, iters: 6368, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.748 G_ID: 0.157 G_Rec: 0.294 D_GP: 0.033 D_real: 1.039 D_fake: 0.751 (epoch: 255, iters: 6768, time: 0.064) G_GAN: 0.616 G_GAN_Feat: 0.956 G_ID: 0.176 G_Rec: 0.386 D_GP: 0.025 D_real: 1.307 D_fake: 0.387 (epoch: 255, iters: 7168, time: 0.064) G_GAN: 0.101 G_GAN_Feat: 0.959 G_ID: 0.106 G_Rec: 0.350 D_GP: 0.049 D_real: 0.576 D_fake: 0.900 (epoch: 255, iters: 7568, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.973 G_ID: 0.151 G_Rec: 0.413 D_GP: 0.033 D_real: 1.086 D_fake: 0.547 (epoch: 255, iters: 7968, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.940 G_ID: 0.131 G_Rec: 0.304 D_GP: 0.188 D_real: 0.388 D_fake: 0.768 (epoch: 255, iters: 8368, time: 0.064) G_GAN: 0.638 G_GAN_Feat: 0.841 G_ID: 0.175 G_Rec: 0.402 D_GP: 0.022 D_real: 1.380 D_fake: 0.388 (epoch: 256, iters: 160, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.924 G_ID: 0.137 G_Rec: 0.323 D_GP: 0.034 D_real: 0.539 D_fake: 0.803 (epoch: 256, iters: 560, time: 0.064) G_GAN: 0.530 G_GAN_Feat: 0.837 G_ID: 0.155 G_Rec: 0.408 D_GP: 0.033 D_real: 1.351 D_fake: 0.499 (epoch: 256, iters: 960, time: 0.064) G_GAN: 0.012 G_GAN_Feat: 0.561 G_ID: 0.125 G_Rec: 0.288 D_GP: 0.018 D_real: 0.976 D_fake: 0.988 (epoch: 256, iters: 1360, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.717 G_ID: 0.169 G_Rec: 0.383 D_GP: 0.021 D_real: 1.057 D_fake: 0.788 (epoch: 256, iters: 1760, time: 0.064) G_GAN: 0.070 G_GAN_Feat: 0.603 G_ID: 0.144 G_Rec: 0.347 D_GP: 0.018 D_real: 1.017 D_fake: 0.930 (epoch: 256, iters: 2160, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.853 G_ID: 0.147 G_Rec: 0.435 D_GP: 0.039 D_real: 0.944 D_fake: 0.822 (epoch: 256, iters: 2560, time: 0.064) G_GAN: 0.027 G_GAN_Feat: 0.653 G_ID: 0.138 G_Rec: 0.315 D_GP: 0.032 D_real: 0.856 D_fake: 0.973 (epoch: 256, iters: 2960, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.743 G_ID: 0.167 G_Rec: 0.346 D_GP: 0.026 D_real: 1.061 D_fake: 0.761 (epoch: 256, iters: 3360, time: 0.064) G_GAN: -0.107 G_GAN_Feat: 0.659 G_ID: 0.108 G_Rec: 0.315 D_GP: 0.042 D_real: 0.711 D_fake: 1.107 (epoch: 256, iters: 3760, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.899 G_ID: 0.172 G_Rec: 0.434 D_GP: 0.040 D_real: 0.755 D_fake: 0.847 (epoch: 256, iters: 4160, time: 0.064) G_GAN: 0.002 G_GAN_Feat: 0.687 G_ID: 0.121 G_Rec: 0.298 D_GP: 0.064 D_real: 0.812 D_fake: 0.998 (epoch: 256, iters: 4560, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.851 G_ID: 0.204 G_Rec: 0.395 D_GP: 0.034 D_real: 0.785 D_fake: 0.908 (epoch: 256, iters: 4960, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.605 G_ID: 0.129 G_Rec: 0.264 D_GP: 0.021 D_real: 1.341 D_fake: 0.572 (epoch: 256, iters: 5360, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.871 G_ID: 0.159 G_Rec: 0.359 D_GP: 0.028 D_real: 1.068 D_fake: 0.575 (epoch: 256, iters: 5760, time: 0.064) G_GAN: 0.027 G_GAN_Feat: 0.726 G_ID: 0.130 G_Rec: 0.313 D_GP: 0.026 D_real: 0.803 D_fake: 0.973 (epoch: 256, iters: 6160, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.903 G_ID: 0.176 G_Rec: 0.402 D_GP: 0.040 D_real: 0.989 D_fake: 0.542 (epoch: 256, iters: 6560, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.615 G_ID: 0.161 G_Rec: 0.303 D_GP: 0.022 D_real: 1.309 D_fake: 0.668 (epoch: 256, iters: 6960, time: 0.064) G_GAN: 0.444 G_GAN_Feat: 0.858 G_ID: 0.173 G_Rec: 0.397 D_GP: 0.033 D_real: 1.068 D_fake: 0.558 (epoch: 256, iters: 7360, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.574 G_ID: 0.140 G_Rec: 0.255 D_GP: 0.019 D_real: 1.418 D_fake: 0.654 (epoch: 256, iters: 7760, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.873 G_ID: 0.182 G_Rec: 0.415 D_GP: 0.028 D_real: 1.126 D_fake: 0.573 (epoch: 256, iters: 8160, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.758 G_ID: 0.134 G_Rec: 0.318 D_GP: 0.065 D_real: 0.909 D_fake: 0.725 (epoch: 256, iters: 8560, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.834 G_ID: 0.167 G_Rec: 0.367 D_GP: 0.028 D_real: 1.103 D_fake: 0.614 (epoch: 257, iters: 352, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.684 G_ID: 0.131 G_Rec: 0.275 D_GP: 0.021 D_real: 1.125 D_fake: 0.763 (epoch: 257, iters: 752, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 0.848 G_ID: 0.158 G_Rec: 0.375 D_GP: 0.023 D_real: 1.257 D_fake: 0.511 (epoch: 257, iters: 1152, time: 0.064) G_GAN: 0.407 G_GAN_Feat: 0.785 G_ID: 0.155 G_Rec: 0.354 D_GP: 0.043 D_real: 1.104 D_fake: 0.595 (epoch: 257, iters: 1552, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.999 G_ID: 0.177 G_Rec: 0.427 D_GP: 0.023 D_real: 0.785 D_fake: 0.692 (epoch: 257, iters: 1952, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.805 G_ID: 0.142 G_Rec: 0.297 D_GP: 0.066 D_real: 0.611 D_fake: 0.736 (epoch: 257, iters: 2352, time: 0.064) G_GAN: 0.720 G_GAN_Feat: 1.041 G_ID: 0.157 G_Rec: 0.412 D_GP: 0.033 D_real: 1.179 D_fake: 0.351 (epoch: 257, iters: 2752, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.761 G_ID: 0.129 G_Rec: 0.313 D_GP: 0.037 D_real: 0.887 D_fake: 0.860 (epoch: 257, iters: 3152, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.789 G_ID: 0.157 G_Rec: 0.376 D_GP: 0.017 D_real: 0.963 D_fake: 0.892 (epoch: 257, iters: 3552, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.644 G_ID: 0.116 G_Rec: 0.284 D_GP: 0.027 D_real: 1.049 D_fake: 0.852 (epoch: 257, iters: 3952, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.812 G_ID: 0.177 G_Rec: 0.384 D_GP: 0.024 D_real: 1.200 D_fake: 0.615 (epoch: 257, iters: 4352, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.728 G_ID: 0.109 G_Rec: 0.290 D_GP: 0.033 D_real: 1.247 D_fake: 0.572 (epoch: 257, iters: 4752, time: 0.064) G_GAN: 0.599 G_GAN_Feat: 0.846 G_ID: 0.190 G_Rec: 0.391 D_GP: 0.034 D_real: 1.251 D_fake: 0.461 (epoch: 257, iters: 5152, time: 0.064) G_GAN: -0.062 G_GAN_Feat: 0.698 G_ID: 0.105 G_Rec: 0.296 D_GP: 0.030 D_real: 0.755 D_fake: 1.062 (epoch: 257, iters: 5552, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.921 G_ID: 0.170 G_Rec: 0.413 D_GP: 0.046 D_real: 0.697 D_fake: 0.785 (epoch: 257, iters: 5952, time: 0.064) G_GAN: -0.057 G_GAN_Feat: 0.835 G_ID: 0.132 G_Rec: 0.307 D_GP: 0.036 D_real: 1.008 D_fake: 1.060 (epoch: 257, iters: 6352, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.977 G_ID: 0.157 G_Rec: 0.424 D_GP: 0.039 D_real: 0.931 D_fake: 0.500 (epoch: 257, iters: 6752, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.646 G_ID: 0.131 G_Rec: 0.328 D_GP: 0.018 D_real: 1.129 D_fake: 0.858 (epoch: 257, iters: 7152, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 0.840 G_ID: 0.181 G_Rec: 0.407 D_GP: 0.021 D_real: 1.089 D_fake: 0.675 (epoch: 257, iters: 7552, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.678 G_ID: 0.113 G_Rec: 0.305 D_GP: 0.020 D_real: 1.227 D_fake: 0.691 (epoch: 257, iters: 7952, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.916 G_ID: 0.169 G_Rec: 0.404 D_GP: 0.047 D_real: 0.925 D_fake: 0.547 (epoch: 257, iters: 8352, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.763 G_ID: 0.123 G_Rec: 0.335 D_GP: 0.051 D_real: 0.914 D_fake: 0.853 (epoch: 258, iters: 144, time: 0.064) G_GAN: 0.988 G_GAN_Feat: 1.237 G_ID: 0.168 G_Rec: 0.407 D_GP: 0.028 D_real: 1.428 D_fake: 0.232 (epoch: 258, iters: 544, time: 0.064) G_GAN: -0.014 G_GAN_Feat: 0.724 G_ID: 0.148 G_Rec: 0.304 D_GP: 0.031 D_real: 0.816 D_fake: 1.014 (epoch: 258, iters: 944, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.978 G_ID: 0.170 G_Rec: 0.422 D_GP: 0.075 D_real: 0.904 D_fake: 0.577 (epoch: 258, iters: 1344, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.712 G_ID: 0.118 G_Rec: 0.307 D_GP: 0.020 D_real: 1.128 D_fake: 0.712 (epoch: 258, iters: 1744, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.939 G_ID: 0.179 G_Rec: 0.380 D_GP: 0.066 D_real: 0.840 D_fake: 0.522 (epoch: 258, iters: 2144, time: 0.064) G_GAN: -0.038 G_GAN_Feat: 0.841 G_ID: 0.138 G_Rec: 0.301 D_GP: 0.099 D_real: 0.392 D_fake: 1.038 (epoch: 258, iters: 2544, time: 0.064) G_GAN: 0.495 G_GAN_Feat: 0.882 G_ID: 0.144 G_Rec: 0.401 D_GP: 0.021 D_real: 1.239 D_fake: 0.507 (epoch: 258, iters: 2944, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.831 G_ID: 0.176 G_Rec: 0.314 D_GP: 0.035 D_real: 0.945 D_fake: 0.652 (epoch: 258, iters: 3344, time: 0.064) G_GAN: 0.743 G_GAN_Feat: 0.986 G_ID: 0.170 G_Rec: 0.395 D_GP: 0.066 D_real: 1.195 D_fake: 0.299 (epoch: 258, iters: 3744, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.793 G_ID: 0.124 G_Rec: 0.306 D_GP: 0.040 D_real: 1.041 D_fake: 0.615 (epoch: 258, iters: 4144, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.787 G_ID: 0.162 G_Rec: 0.385 D_GP: 0.019 D_real: 1.194 D_fake: 0.644 (epoch: 258, iters: 4544, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.629 G_ID: 0.125 G_Rec: 0.315 D_GP: 0.019 D_real: 1.087 D_fake: 0.889 (epoch: 258, iters: 4944, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.816 G_ID: 0.186 G_Rec: 0.388 D_GP: 0.024 D_real: 0.961 D_fake: 0.739 (epoch: 258, iters: 5344, time: 0.064) G_GAN: 0.052 G_GAN_Feat: 0.645 G_ID: 0.135 G_Rec: 0.297 D_GP: 0.024 D_real: 1.021 D_fake: 0.948 (epoch: 258, iters: 5744, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 0.960 G_ID: 0.161 G_Rec: 0.443 D_GP: 0.106 D_real: 0.957 D_fake: 0.558 (epoch: 258, iters: 6144, time: 0.064) G_GAN: 0.112 G_GAN_Feat: 0.678 G_ID: 0.114 G_Rec: 0.319 D_GP: 0.026 D_real: 0.985 D_fake: 0.888 (epoch: 258, iters: 6544, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.788 G_ID: 0.169 G_Rec: 0.400 D_GP: 0.023 D_real: 1.094 D_fake: 0.645 (epoch: 258, iters: 6944, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.781 G_ID: 0.158 G_Rec: 0.318 D_GP: 0.105 D_real: 0.717 D_fake: 0.834 (epoch: 258, iters: 7344, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.819 G_ID: 0.157 G_Rec: 0.359 D_GP: 0.031 D_real: 1.080 D_fake: 0.647 (epoch: 258, iters: 7744, time: 0.064) G_GAN: 0.112 G_GAN_Feat: 0.777 G_ID: 0.121 G_Rec: 0.316 D_GP: 0.025 D_real: 1.255 D_fake: 0.890 (epoch: 258, iters: 8144, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.777 G_ID: 0.167 G_Rec: 0.410 D_GP: 0.018 D_real: 1.153 D_fake: 0.638 (epoch: 258, iters: 8544, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.535 G_ID: 0.125 G_Rec: 0.270 D_GP: 0.019 D_real: 1.224 D_fake: 0.730 (epoch: 259, iters: 336, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 0.771 G_ID: 0.164 G_Rec: 0.410 D_GP: 0.025 D_real: 1.174 D_fake: 0.572 (epoch: 259, iters: 736, time: 0.064) G_GAN: 0.109 G_GAN_Feat: 0.629 G_ID: 0.131 G_Rec: 0.317 D_GP: 0.030 D_real: 1.038 D_fake: 0.892 (epoch: 259, iters: 1136, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.771 G_ID: 0.186 G_Rec: 0.357 D_GP: 0.035 D_real: 1.058 D_fake: 0.652 (epoch: 259, iters: 1536, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.673 G_ID: 0.126 G_Rec: 0.301 D_GP: 0.049 D_real: 0.893 D_fake: 0.931 (epoch: 259, iters: 1936, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.863 G_ID: 0.168 G_Rec: 0.383 D_GP: 0.024 D_real: 1.025 D_fake: 0.743 (epoch: 259, iters: 2336, time: 0.064) G_GAN: 0.101 G_GAN_Feat: 0.625 G_ID: 0.130 G_Rec: 0.254 D_GP: 0.033 D_real: 1.013 D_fake: 0.899 (epoch: 259, iters: 2736, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.753 G_ID: 0.172 G_Rec: 0.351 D_GP: 0.025 D_real: 1.052 D_fake: 0.783 (epoch: 259, iters: 3136, time: 0.064) G_GAN: 0.045 G_GAN_Feat: 0.705 G_ID: 0.135 G_Rec: 0.310 D_GP: 0.024 D_real: 0.908 D_fake: 0.955 (epoch: 259, iters: 3536, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.840 G_ID: 0.175 G_Rec: 0.368 D_GP: 0.030 D_real: 1.090 D_fake: 0.640 (epoch: 259, iters: 3936, time: 0.064) G_GAN: 0.133 G_GAN_Feat: 0.737 G_ID: 0.109 G_Rec: 0.312 D_GP: 0.059 D_real: 0.897 D_fake: 0.868 (epoch: 259, iters: 4336, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.934 G_ID: 0.151 G_Rec: 0.391 D_GP: 0.025 D_real: 1.088 D_fake: 0.587 (epoch: 259, iters: 4736, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.678 G_ID: 0.125 G_Rec: 0.312 D_GP: 0.026 D_real: 0.923 D_fake: 0.959 (epoch: 259, iters: 5136, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.770 G_ID: 0.160 G_Rec: 0.342 D_GP: 0.024 D_real: 1.168 D_fake: 0.608 (epoch: 259, iters: 5536, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.859 G_ID: 0.136 G_Rec: 0.323 D_GP: 0.055 D_real: 0.537 D_fake: 0.862 (epoch: 259, iters: 5936, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.958 G_ID: 0.161 G_Rec: 0.369 D_GP: 0.039 D_real: 0.743 D_fake: 0.678 (epoch: 259, iters: 6336, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.751 G_ID: 0.116 G_Rec: 0.332 D_GP: 0.036 D_real: 1.049 D_fake: 0.737 (epoch: 259, iters: 6736, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 1.081 G_ID: 0.173 G_Rec: 0.493 D_GP: 0.209 D_real: 0.368 D_fake: 0.777 (epoch: 259, iters: 7136, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.647 G_ID: 0.125 G_Rec: 0.277 D_GP: 0.018 D_real: 1.166 D_fake: 0.763 (epoch: 259, iters: 7536, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 0.885 G_ID: 0.161 G_Rec: 0.404 D_GP: 0.038 D_real: 1.173 D_fake: 0.539 (epoch: 259, iters: 7936, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.721 G_ID: 0.130 G_Rec: 0.302 D_GP: 0.029 D_real: 1.130 D_fake: 0.652 (epoch: 259, iters: 8336, time: 0.064) G_GAN: 0.852 G_GAN_Feat: 1.092 G_ID: 0.154 G_Rec: 0.452 D_GP: 0.084 D_real: 1.379 D_fake: 0.309 (epoch: 260, iters: 128, time: 0.064) G_GAN: -0.148 G_GAN_Feat: 0.699 G_ID: 0.131 G_Rec: 0.286 D_GP: 0.021 D_real: 0.904 D_fake: 1.149 (epoch: 260, iters: 528, time: 0.064) G_GAN: 0.498 G_GAN_Feat: 0.842 G_ID: 0.154 G_Rec: 0.488 D_GP: 0.028 D_real: 1.133 D_fake: 0.502 (epoch: 260, iters: 928, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.911 G_ID: 0.146 G_Rec: 0.322 D_GP: 0.298 D_real: 0.357 D_fake: 0.768 (epoch: 260, iters: 1328, time: 0.064) G_GAN: 0.813 G_GAN_Feat: 1.025 G_ID: 0.159 G_Rec: 0.402 D_GP: 0.039 D_real: 1.064 D_fake: 0.234 (epoch: 260, iters: 1728, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.544 G_ID: 0.130 G_Rec: 0.256 D_GP: 0.019 D_real: 1.085 D_fake: 0.900 (epoch: 260, iters: 2128, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.784 G_ID: 0.194 G_Rec: 0.383 D_GP: 0.019 D_real: 1.239 D_fake: 0.578 (epoch: 260, iters: 2528, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.577 G_ID: 0.137 G_Rec: 0.286 D_GP: 0.020 D_real: 1.046 D_fake: 0.849 (epoch: 260, iters: 2928, time: 0.064) G_GAN: 0.519 G_GAN_Feat: 0.835 G_ID: 0.130 G_Rec: 0.403 D_GP: 0.030 D_real: 1.279 D_fake: 0.494 (epoch: 260, iters: 3328, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.568 G_ID: 0.125 G_Rec: 0.312 D_GP: 0.028 D_real: 1.052 D_fake: 0.881 (epoch: 260, iters: 3728, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.843 G_ID: 0.156 G_Rec: 0.418 D_GP: 0.031 D_real: 0.989 D_fake: 0.649 (epoch: 260, iters: 4128, time: 0.064) G_GAN: -0.029 G_GAN_Feat: 0.738 G_ID: 0.135 G_Rec: 0.304 D_GP: 0.066 D_real: 0.706 D_fake: 1.029 (epoch: 260, iters: 4528, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.890 G_ID: 0.144 G_Rec: 0.439 D_GP: 0.030 D_real: 1.088 D_fake: 0.491 (epoch: 260, iters: 4928, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.639 G_ID: 0.135 G_Rec: 0.266 D_GP: 0.026 D_real: 1.089 D_fake: 0.816 (epoch: 260, iters: 5328, time: 0.064) G_GAN: 0.558 G_GAN_Feat: 0.925 G_ID: 0.151 G_Rec: 0.404 D_GP: 0.031 D_real: 1.156 D_fake: 0.446 (epoch: 260, iters: 5728, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.673 G_ID: 0.113 G_Rec: 0.282 D_GP: 0.040 D_real: 1.025 D_fake: 0.841 (epoch: 260, iters: 6128, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 0.975 G_ID: 0.162 G_Rec: 0.368 D_GP: 0.101 D_real: 0.872 D_fake: 0.483 (epoch: 260, iters: 6528, time: 0.064) G_GAN: -0.072 G_GAN_Feat: 0.804 G_ID: 0.151 G_Rec: 0.341 D_GP: 0.188 D_real: 0.485 D_fake: 1.073 (epoch: 260, iters: 6928, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.912 G_ID: 0.165 G_Rec: 0.404 D_GP: 0.037 D_real: 1.088 D_fake: 0.572 (epoch: 260, iters: 7328, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.705 G_ID: 0.154 G_Rec: 0.299 D_GP: 0.029 D_real: 0.948 D_fake: 0.909 (epoch: 260, iters: 7728, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.952 G_ID: 0.173 G_Rec: 0.415 D_GP: 0.068 D_real: 0.863 D_fake: 0.621 (epoch: 260, iters: 8128, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.637 G_ID: 0.119 G_Rec: 0.265 D_GP: 0.022 D_real: 1.161 D_fake: 0.808 (epoch: 260, iters: 8528, time: 0.064) G_GAN: 0.560 G_GAN_Feat: 0.947 G_ID: 0.168 G_Rec: 0.430 D_GP: 0.032 D_real: 1.043 D_fake: 0.445 (epoch: 261, iters: 320, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.850 G_ID: 0.128 G_Rec: 0.289 D_GP: 0.033 D_real: 0.825 D_fake: 0.676 (epoch: 261, iters: 720, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.864 G_ID: 0.187 G_Rec: 0.379 D_GP: 0.029 D_real: 1.028 D_fake: 0.609 (epoch: 261, iters: 1120, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.677 G_ID: 0.125 G_Rec: 0.298 D_GP: 0.026 D_real: 1.143 D_fake: 0.779 (epoch: 261, iters: 1520, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.848 G_ID: 0.178 G_Rec: 0.403 D_GP: 0.022 D_real: 1.007 D_fake: 0.743 (epoch: 261, iters: 1920, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.864 G_ID: 0.123 G_Rec: 0.339 D_GP: 0.068 D_real: 0.935 D_fake: 0.723 (epoch: 261, iters: 2320, time: 0.064) G_GAN: 0.529 G_GAN_Feat: 0.919 G_ID: 0.168 G_Rec: 0.359 D_GP: 0.052 D_real: 0.871 D_fake: 0.476 (epoch: 261, iters: 2720, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.636 G_ID: 0.121 G_Rec: 0.311 D_GP: 0.019 D_real: 1.090 D_fake: 0.907 (epoch: 261, iters: 3120, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.816 G_ID: 0.172 G_Rec: 0.397 D_GP: 0.021 D_real: 1.130 D_fake: 0.666 (epoch: 261, iters: 3520, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.586 G_ID: 0.126 G_Rec: 0.289 D_GP: 0.018 D_real: 1.201 D_fake: 0.729 (epoch: 261, iters: 3920, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.728 G_ID: 0.169 G_Rec: 0.350 D_GP: 0.019 D_real: 0.980 D_fake: 0.820 (epoch: 261, iters: 4320, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.624 G_ID: 0.119 G_Rec: 0.301 D_GP: 0.024 D_real: 1.077 D_fake: 0.827 (epoch: 261, iters: 4720, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.848 G_ID: 0.152 G_Rec: 0.396 D_GP: 0.025 D_real: 1.189 D_fake: 0.502 (epoch: 261, iters: 5120, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.665 G_ID: 0.132 G_Rec: 0.288 D_GP: 0.021 D_real: 1.138 D_fake: 0.733 (epoch: 261, iters: 5520, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.948 G_ID: 0.162 G_Rec: 0.415 D_GP: 0.100 D_real: 0.753 D_fake: 0.570 (epoch: 261, iters: 5920, time: 0.064) G_GAN: 0.004 G_GAN_Feat: 0.837 G_ID: 0.147 G_Rec: 0.330 D_GP: 0.234 D_real: 0.456 D_fake: 0.996 (epoch: 261, iters: 6320, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.913 G_ID: 0.156 G_Rec: 0.425 D_GP: 0.021 D_real: 1.054 D_fake: 0.655 (epoch: 261, iters: 6720, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.709 G_ID: 0.107 G_Rec: 0.275 D_GP: 0.030 D_real: 0.886 D_fake: 0.856 (epoch: 261, iters: 7120, time: 0.064) G_GAN: 0.542 G_GAN_Feat: 1.020 G_ID: 0.161 G_Rec: 0.442 D_GP: 0.032 D_real: 0.889 D_fake: 0.462 (epoch: 261, iters: 7520, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.657 G_ID: 0.124 G_Rec: 0.272 D_GP: 0.022 D_real: 1.227 D_fake: 0.683 (epoch: 261, iters: 7920, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 1.138 G_ID: 0.191 G_Rec: 0.450 D_GP: 0.039 D_real: 0.959 D_fake: 0.800 (epoch: 261, iters: 8320, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.613 G_ID: 0.117 G_Rec: 0.261 D_GP: 0.023 D_real: 1.207 D_fake: 0.800 (epoch: 262, iters: 112, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.878 G_ID: 0.169 G_Rec: 0.354 D_GP: 0.022 D_real: 1.063 D_fake: 0.629 (epoch: 262, iters: 512, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 0.867 G_ID: 0.121 G_Rec: 0.284 D_GP: 0.055 D_real: 0.545 D_fake: 0.837 (epoch: 262, iters: 912, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.897 G_ID: 0.180 G_Rec: 0.423 D_GP: 0.026 D_real: 1.007 D_fake: 0.675 (epoch: 262, iters: 1312, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.677 G_ID: 0.143 G_Rec: 0.308 D_GP: 0.038 D_real: 0.919 D_fake: 0.923 (epoch: 262, iters: 1712, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.886 G_ID: 0.158 G_Rec: 0.383 D_GP: 0.037 D_real: 0.931 D_fake: 0.632 (epoch: 262, iters: 2112, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.737 G_ID: 0.128 G_Rec: 0.291 D_GP: 0.032 D_real: 1.012 D_fake: 0.696 (epoch: 262, iters: 2512, time: 0.064) G_GAN: 0.599 G_GAN_Feat: 0.918 G_ID: 0.164 G_Rec: 0.388 D_GP: 0.040 D_real: 1.170 D_fake: 0.408 (epoch: 262, iters: 2912, time: 0.064) G_GAN: 0.124 G_GAN_Feat: 0.789 G_ID: 0.150 G_Rec: 0.369 D_GP: 0.029 D_real: 0.816 D_fake: 0.876 (epoch: 262, iters: 3312, time: 0.064) G_GAN: 0.541 G_GAN_Feat: 1.124 G_ID: 0.149 G_Rec: 0.413 D_GP: 0.028 D_real: 1.403 D_fake: 0.475 (epoch: 262, iters: 3712, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.677 G_ID: 0.151 G_Rec: 0.312 D_GP: 0.019 D_real: 0.985 D_fake: 0.964 (epoch: 262, iters: 4112, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.769 G_ID: 0.207 G_Rec: 0.331 D_GP: 0.033 D_real: 0.884 D_fake: 0.824 (epoch: 262, iters: 4512, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.668 G_ID: 0.121 G_Rec: 0.262 D_GP: 0.031 D_real: 1.094 D_fake: 0.764 (epoch: 262, iters: 4912, time: 0.064) G_GAN: 0.613 G_GAN_Feat: 0.970 G_ID: 0.149 G_Rec: 0.382 D_GP: 0.027 D_real: 1.334 D_fake: 0.402 (epoch: 262, iters: 5312, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.749 G_ID: 0.133 G_Rec: 0.274 D_GP: 0.025 D_real: 0.938 D_fake: 0.805 (epoch: 262, iters: 5712, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.915 G_ID: 0.167 G_Rec: 0.372 D_GP: 0.044 D_real: 0.823 D_fake: 0.731 (epoch: 262, iters: 6112, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.603 G_ID: 0.141 G_Rec: 0.280 D_GP: 0.021 D_real: 1.300 D_fake: 0.698 (epoch: 262, iters: 6512, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.894 G_ID: 0.194 G_Rec: 0.396 D_GP: 0.033 D_real: 0.859 D_fake: 0.792 (epoch: 262, iters: 6912, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.833 G_ID: 0.135 G_Rec: 0.324 D_GP: 0.022 D_real: 1.019 D_fake: 0.789 (epoch: 262, iters: 7312, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.839 G_ID: 0.193 G_Rec: 0.390 D_GP: 0.024 D_real: 1.083 D_fake: 0.694 (epoch: 262, iters: 7712, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.823 G_ID: 0.121 G_Rec: 0.296 D_GP: 0.070 D_real: 0.670 D_fake: 0.752 (epoch: 262, iters: 8112, time: 0.064) G_GAN: 0.596 G_GAN_Feat: 1.346 G_ID: 0.161 G_Rec: 0.447 D_GP: 0.109 D_real: 1.281 D_fake: 0.582 (epoch: 262, iters: 8512, time: 0.064) G_GAN: -0.011 G_GAN_Feat: 0.657 G_ID: 0.132 G_Rec: 0.287 D_GP: 0.021 D_real: 0.953 D_fake: 1.011 (epoch: 263, iters: 304, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.898 G_ID: 0.151 G_Rec: 0.398 D_GP: 0.032 D_real: 0.829 D_fake: 0.792 (epoch: 263, iters: 704, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.714 G_ID: 0.105 G_Rec: 0.281 D_GP: 0.027 D_real: 1.139 D_fake: 0.665 (epoch: 263, iters: 1104, time: 0.064) G_GAN: 0.597 G_GAN_Feat: 0.802 G_ID: 0.158 G_Rec: 0.417 D_GP: 0.021 D_real: 1.319 D_fake: 0.413 (epoch: 263, iters: 1504, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.614 G_ID: 0.110 G_Rec: 0.311 D_GP: 0.026 D_real: 1.047 D_fake: 0.872 (epoch: 263, iters: 1904, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.775 G_ID: 0.169 G_Rec: 0.385 D_GP: 0.032 D_real: 1.136 D_fake: 0.682 (epoch: 263, iters: 2304, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.578 G_ID: 0.123 G_Rec: 0.250 D_GP: 0.022 D_real: 1.079 D_fake: 0.872 (epoch: 263, iters: 2704, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 0.770 G_ID: 0.166 G_Rec: 0.384 D_GP: 0.025 D_real: 1.264 D_fake: 0.530 (epoch: 263, iters: 3104, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.575 G_ID: 0.123 G_Rec: 0.261 D_GP: 0.019 D_real: 1.229 D_fake: 0.723 (epoch: 263, iters: 3504, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.912 G_ID: 0.173 G_Rec: 0.417 D_GP: 0.049 D_real: 0.951 D_fake: 0.762 (epoch: 263, iters: 3904, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.614 G_ID: 0.124 G_Rec: 0.278 D_GP: 0.019 D_real: 1.216 D_fake: 0.769 (epoch: 263, iters: 4304, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.984 G_ID: 0.159 G_Rec: 0.426 D_GP: 0.142 D_real: 0.492 D_fake: 0.865 (epoch: 263, iters: 4704, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.695 G_ID: 0.130 G_Rec: 0.306 D_GP: 0.033 D_real: 1.065 D_fake: 0.768 (epoch: 263, iters: 5104, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.795 G_ID: 0.172 G_Rec: 0.358 D_GP: 0.022 D_real: 1.135 D_fake: 0.652 (epoch: 263, iters: 5504, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.676 G_ID: 0.120 G_Rec: 0.292 D_GP: 0.073 D_real: 0.927 D_fake: 0.832 (epoch: 263, iters: 5904, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.793 G_ID: 0.156 G_Rec: 0.330 D_GP: 0.028 D_real: 1.117 D_fake: 0.661 (epoch: 263, iters: 6304, time: 0.064) G_GAN: 0.016 G_GAN_Feat: 0.752 G_ID: 0.137 G_Rec: 0.300 D_GP: 0.052 D_real: 0.667 D_fake: 0.984 (epoch: 263, iters: 6704, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.889 G_ID: 0.174 G_Rec: 0.372 D_GP: 0.041 D_real: 0.895 D_fake: 0.752 (epoch: 263, iters: 7104, time: 0.064) G_GAN: -0.069 G_GAN_Feat: 0.759 G_ID: 0.152 G_Rec: 0.308 D_GP: 0.042 D_real: 0.666 D_fake: 1.070 (epoch: 263, iters: 7504, time: 0.064) G_GAN: 0.707 G_GAN_Feat: 0.918 G_ID: 0.157 G_Rec: 0.427 D_GP: 0.022 D_real: 1.333 D_fake: 0.333 (epoch: 263, iters: 7904, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.651 G_ID: 0.114 G_Rec: 0.276 D_GP: 0.029 D_real: 1.184 D_fake: 0.819 (epoch: 263, iters: 8304, time: 0.064) G_GAN: 0.629 G_GAN_Feat: 0.811 G_ID: 0.158 G_Rec: 0.367 D_GP: 0.024 D_real: 1.411 D_fake: 0.385 (epoch: 264, iters: 96, time: 0.064) G_GAN: 0.139 G_GAN_Feat: 0.649 G_ID: 0.141 G_Rec: 0.272 D_GP: 0.023 D_real: 1.111 D_fake: 0.862 (epoch: 264, iters: 496, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.754 G_ID: 0.164 G_Rec: 0.332 D_GP: 0.026 D_real: 1.235 D_fake: 0.622 (epoch: 264, iters: 896, time: 0.064) G_GAN: -0.013 G_GAN_Feat: 0.707 G_ID: 0.114 G_Rec: 0.308 D_GP: 0.051 D_real: 0.826 D_fake: 1.013 (epoch: 264, iters: 1296, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.832 G_ID: 0.152 G_Rec: 0.436 D_GP: 0.035 D_real: 1.044 D_fake: 0.650 (epoch: 264, iters: 1696, time: 0.064) G_GAN: 0.065 G_GAN_Feat: 0.720 G_ID: 0.120 G_Rec: 0.315 D_GP: 0.034 D_real: 0.828 D_fake: 0.935 (epoch: 264, iters: 2096, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.878 G_ID: 0.173 G_Rec: 0.412 D_GP: 0.045 D_real: 0.993 D_fake: 0.649 (epoch: 264, iters: 2496, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.726 G_ID: 0.114 G_Rec: 0.281 D_GP: 0.053 D_real: 1.063 D_fake: 0.674 (epoch: 264, iters: 2896, time: 0.064) G_GAN: 0.072 G_GAN_Feat: 0.955 G_ID: 0.173 G_Rec: 0.388 D_GP: 0.034 D_real: 0.984 D_fake: 0.936 (epoch: 264, iters: 3296, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 0.869 G_ID: 0.132 G_Rec: 0.362 D_GP: 0.061 D_real: 0.972 D_fake: 0.575 (epoch: 264, iters: 3696, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.827 G_ID: 0.176 G_Rec: 0.379 D_GP: 0.023 D_real: 1.225 D_fake: 0.567 (epoch: 264, iters: 4096, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.643 G_ID: 0.115 G_Rec: 0.273 D_GP: 0.024 D_real: 1.249 D_fake: 0.706 (epoch: 264, iters: 4496, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 1.000 G_ID: 0.154 G_Rec: 0.404 D_GP: 0.070 D_real: 0.906 D_fake: 0.515 (epoch: 264, iters: 4896, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.784 G_ID: 0.133 G_Rec: 0.318 D_GP: 0.048 D_real: 0.678 D_fake: 0.893 (epoch: 264, iters: 5296, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.831 G_ID: 0.159 G_Rec: 0.408 D_GP: 0.020 D_real: 1.141 D_fake: 0.603 (epoch: 264, iters: 5696, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.660 G_ID: 0.128 G_Rec: 0.285 D_GP: 0.030 D_real: 0.982 D_fake: 0.883 (epoch: 264, iters: 6096, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 0.900 G_ID: 0.191 G_Rec: 0.390 D_GP: 0.036 D_real: 1.168 D_fake: 0.540 (epoch: 264, iters: 6496, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.697 G_ID: 0.125 G_Rec: 0.267 D_GP: 0.033 D_real: 0.986 D_fake: 0.777 (epoch: 264, iters: 6896, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.994 G_ID: 0.169 G_Rec: 0.410 D_GP: 0.047 D_real: 0.749 D_fake: 0.599 (epoch: 264, iters: 7296, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.931 G_ID: 0.137 G_Rec: 0.331 D_GP: 0.496 D_real: 0.554 D_fake: 0.668 (epoch: 264, iters: 7696, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.933 G_ID: 0.168 G_Rec: 0.402 D_GP: 0.023 D_real: 1.188 D_fake: 0.440 (epoch: 264, iters: 8096, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.671 G_ID: 0.122 G_Rec: 0.309 D_GP: 0.022 D_real: 1.377 D_fake: 0.614 (epoch: 264, iters: 8496, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 1.106 G_ID: 0.151 G_Rec: 0.432 D_GP: 0.130 D_real: 0.797 D_fake: 0.492 (epoch: 265, iters: 288, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.716 G_ID: 0.134 G_Rec: 0.318 D_GP: 0.024 D_real: 1.207 D_fake: 0.758 (epoch: 265, iters: 688, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.835 G_ID: 0.156 G_Rec: 0.356 D_GP: 0.055 D_real: 1.123 D_fake: 0.543 (epoch: 265, iters: 1088, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.869 G_ID: 0.113 G_Rec: 0.293 D_GP: 0.147 D_real: 0.409 D_fake: 0.772 (epoch: 265, iters: 1488, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.951 G_ID: 0.157 G_Rec: 0.388 D_GP: 0.029 D_real: 0.985 D_fake: 0.519 (epoch: 265, iters: 1888, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.703 G_ID: 0.108 G_Rec: 0.296 D_GP: 0.026 D_real: 1.352 D_fake: 0.641 (epoch: 265, iters: 2288, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 1.019 G_ID: 0.183 G_Rec: 0.437 D_GP: 0.082 D_real: 0.808 D_fake: 0.584 (epoch: 265, iters: 2688, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.937 G_ID: 0.132 G_Rec: 0.322 D_GP: 0.063 D_real: 0.468 D_fake: 0.727 (epoch: 265, iters: 3088, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.796 G_ID: 0.165 G_Rec: 0.384 D_GP: 0.019 D_real: 1.231 D_fake: 0.527 (epoch: 265, iters: 3488, time: 0.064) G_GAN: -0.013 G_GAN_Feat: 0.647 G_ID: 0.122 G_Rec: 0.294 D_GP: 0.018 D_real: 0.928 D_fake: 1.013 (epoch: 265, iters: 3888, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.965 G_ID: 0.165 G_Rec: 0.406 D_GP: 0.039 D_real: 0.924 D_fake: 0.535 (epoch: 265, iters: 4288, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.729 G_ID: 0.111 G_Rec: 0.300 D_GP: 0.028 D_real: 1.190 D_fake: 0.608 (epoch: 265, iters: 4688, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 0.827 G_ID: 0.158 G_Rec: 0.349 D_GP: 0.022 D_real: 1.249 D_fake: 0.487 (epoch: 265, iters: 5088, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.624 G_ID: 0.140 G_Rec: 0.332 D_GP: 0.019 D_real: 1.245 D_fake: 0.723 (epoch: 265, iters: 5488, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 0.666 G_ID: 0.165 G_Rec: 0.350 D_GP: 0.020 D_real: 1.261 D_fake: 0.562 (epoch: 265, iters: 5888, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.576 G_ID: 0.108 G_Rec: 0.282 D_GP: 0.023 D_real: 1.131 D_fake: 0.821 (epoch: 265, iters: 6288, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.814 G_ID: 0.159 G_Rec: 0.435 D_GP: 0.034 D_real: 1.143 D_fake: 0.576 (epoch: 265, iters: 6688, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 0.716 G_ID: 0.119 G_Rec: 0.309 D_GP: 0.052 D_real: 0.839 D_fake: 0.927 (epoch: 265, iters: 7088, time: 0.064) G_GAN: 0.501 G_GAN_Feat: 0.795 G_ID: 0.150 G_Rec: 0.387 D_GP: 0.022 D_real: 1.231 D_fake: 0.511 (epoch: 265, iters: 7488, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.669 G_ID: 0.144 G_Rec: 0.284 D_GP: 0.020 D_real: 1.141 D_fake: 0.737 (epoch: 265, iters: 7888, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 0.924 G_ID: 0.160 G_Rec: 0.387 D_GP: 0.046 D_real: 0.985 D_fake: 0.518 (epoch: 265, iters: 8288, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.713 G_ID: 0.107 G_Rec: 0.330 D_GP: 0.035 D_real: 1.045 D_fake: 0.689 (epoch: 266, iters: 80, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.962 G_ID: 0.173 G_Rec: 0.421 D_GP: 0.033 D_real: 0.747 D_fake: 0.752 (epoch: 266, iters: 480, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.847 G_ID: 0.151 G_Rec: 0.327 D_GP: 0.045 D_real: 0.475 D_fake: 0.900 (epoch: 266, iters: 880, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.823 G_ID: 0.163 G_Rec: 0.376 D_GP: 0.024 D_real: 1.130 D_fake: 0.754 (epoch: 266, iters: 1280, time: 0.064) G_GAN: 0.081 G_GAN_Feat: 0.696 G_ID: 0.129 G_Rec: 0.298 D_GP: 0.031 D_real: 0.932 D_fake: 0.919 (epoch: 266, iters: 1680, time: 0.064) G_GAN: 0.943 G_GAN_Feat: 1.122 G_ID: 0.147 G_Rec: 0.440 D_GP: 0.070 D_real: 1.356 D_fake: 0.339 (epoch: 266, iters: 2080, time: 0.064) G_GAN: -0.157 G_GAN_Feat: 0.752 G_ID: 0.151 G_Rec: 0.313 D_GP: 0.052 D_real: 0.572 D_fake: 1.157 (epoch: 266, iters: 2480, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.851 G_ID: 0.171 G_Rec: 0.384 D_GP: 0.032 D_real: 0.933 D_fake: 0.737 (epoch: 266, iters: 2880, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.736 G_ID: 0.134 G_Rec: 0.287 D_GP: 0.051 D_real: 1.097 D_fake: 0.780 (epoch: 266, iters: 3280, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 0.771 G_ID: 0.182 G_Rec: 0.370 D_GP: 0.021 D_real: 1.093 D_fake: 0.709 (epoch: 266, iters: 3680, time: 0.064) G_GAN: -0.063 G_GAN_Feat: 0.687 G_ID: 0.148 G_Rec: 0.287 D_GP: 0.050 D_real: 0.798 D_fake: 1.063 (epoch: 266, iters: 4080, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.927 G_ID: 0.163 G_Rec: 0.418 D_GP: 0.034 D_real: 0.993 D_fake: 0.622 (epoch: 266, iters: 4480, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 1.043 G_ID: 0.116 G_Rec: 0.330 D_GP: 1.340 D_real: 0.541 D_fake: 0.691 (epoch: 266, iters: 4880, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.871 G_ID: 0.179 G_Rec: 0.382 D_GP: 0.023 D_real: 1.067 D_fake: 0.599 (epoch: 266, iters: 5280, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.876 G_ID: 0.147 G_Rec: 0.341 D_GP: 0.057 D_real: 0.762 D_fake: 0.738 (epoch: 266, iters: 5680, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 0.913 G_ID: 0.165 G_Rec: 0.389 D_GP: 0.027 D_real: 1.172 D_fake: 0.445 (epoch: 266, iters: 6080, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.658 G_ID: 0.103 G_Rec: 0.265 D_GP: 0.022 D_real: 1.311 D_fake: 0.614 (epoch: 266, iters: 6480, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.910 G_ID: 0.169 G_Rec: 0.411 D_GP: 0.028 D_real: 1.036 D_fake: 0.609 (epoch: 266, iters: 6880, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.779 G_ID: 0.119 G_Rec: 0.303 D_GP: 0.052 D_real: 1.251 D_fake: 0.491 (epoch: 266, iters: 7280, time: 0.064) G_GAN: 0.706 G_GAN_Feat: 0.852 G_ID: 0.161 G_Rec: 0.347 D_GP: 0.023 D_real: 1.561 D_fake: 0.317 (epoch: 266, iters: 7680, time: 0.064) G_GAN: 0.410 G_GAN_Feat: 0.681 G_ID: 0.126 G_Rec: 0.310 D_GP: 0.027 D_real: 1.349 D_fake: 0.600 (epoch: 266, iters: 8080, time: 0.064) G_GAN: 0.609 G_GAN_Feat: 1.046 G_ID: 0.167 G_Rec: 0.400 D_GP: 0.080 D_real: 0.564 D_fake: 0.404 (epoch: 266, iters: 8480, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.699 G_ID: 0.131 G_Rec: 0.292 D_GP: 0.026 D_real: 1.143 D_fake: 0.662 (epoch: 267, iters: 272, time: 0.064) G_GAN: 0.501 G_GAN_Feat: 0.993 G_ID: 0.160 G_Rec: 0.413 D_GP: 0.029 D_real: 1.023 D_fake: 0.594 (epoch: 267, iters: 672, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.835 G_ID: 0.139 G_Rec: 0.296 D_GP: 0.112 D_real: 0.743 D_fake: 0.750 (epoch: 267, iters: 1072, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.797 G_ID: 0.199 G_Rec: 0.398 D_GP: 0.019 D_real: 1.091 D_fake: 0.662 (epoch: 267, iters: 1472, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.583 G_ID: 0.120 G_Rec: 0.316 D_GP: 0.020 D_real: 1.256 D_fake: 0.709 (epoch: 267, iters: 1872, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.951 G_ID: 0.208 G_Rec: 0.452 D_GP: 0.055 D_real: 0.878 D_fake: 0.671 (epoch: 267, iters: 2272, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.687 G_ID: 0.119 G_Rec: 0.294 D_GP: 0.033 D_real: 1.013 D_fake: 0.845 (epoch: 267, iters: 2672, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.797 G_ID: 0.193 G_Rec: 0.413 D_GP: 0.020 D_real: 1.101 D_fake: 0.622 (epoch: 267, iters: 3072, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 0.621 G_ID: 0.125 G_Rec: 0.298 D_GP: 0.028 D_real: 1.112 D_fake: 0.818 (epoch: 267, iters: 3472, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.845 G_ID: 0.156 G_Rec: 0.405 D_GP: 0.030 D_real: 1.119 D_fake: 0.600 (epoch: 267, iters: 3872, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.612 G_ID: 0.124 G_Rec: 0.286 D_GP: 0.024 D_real: 1.080 D_fake: 0.849 (epoch: 267, iters: 4272, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.865 G_ID: 0.186 G_Rec: 0.388 D_GP: 0.139 D_real: 0.852 D_fake: 0.772 (epoch: 267, iters: 4672, time: 0.064) G_GAN: 0.072 G_GAN_Feat: 0.713 G_ID: 0.132 G_Rec: 0.293 D_GP: 0.041 D_real: 0.812 D_fake: 0.928 (epoch: 267, iters: 5072, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.756 G_ID: 0.173 G_Rec: 0.335 D_GP: 0.020 D_real: 1.117 D_fake: 0.653 (epoch: 267, iters: 5472, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.814 G_ID: 0.132 G_Rec: 0.314 D_GP: 0.093 D_real: 1.083 D_fake: 0.662 (epoch: 267, iters: 5872, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 1.252 G_ID: 0.149 G_Rec: 0.427 D_GP: 0.091 D_real: 1.158 D_fake: 0.697 (epoch: 267, iters: 6272, time: 0.064) G_GAN: 0.043 G_GAN_Feat: 0.691 G_ID: 0.133 G_Rec: 0.296 D_GP: 0.031 D_real: 0.830 D_fake: 0.957 (epoch: 267, iters: 6672, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.951 G_ID: 0.153 G_Rec: 0.433 D_GP: 0.023 D_real: 1.093 D_fake: 0.716 (epoch: 267, iters: 7072, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.732 G_ID: 0.124 G_Rec: 0.296 D_GP: 0.040 D_real: 0.987 D_fake: 0.885 (epoch: 267, iters: 7472, time: 0.064) G_GAN: 0.572 G_GAN_Feat: 1.029 G_ID: 0.160 G_Rec: 0.432 D_GP: 0.039 D_real: 0.963 D_fake: 0.451 (epoch: 267, iters: 7872, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.747 G_ID: 0.169 G_Rec: 0.296 D_GP: 0.024 D_real: 1.145 D_fake: 0.682 (epoch: 267, iters: 8272, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.818 G_ID: 0.141 G_Rec: 0.403 D_GP: 0.018 D_real: 1.227 D_fake: 0.599 (epoch: 268, iters: 64, time: 0.064) G_GAN: 0.023 G_GAN_Feat: 0.704 G_ID: 0.140 G_Rec: 0.306 D_GP: 0.027 D_real: 0.863 D_fake: 0.977 (epoch: 268, iters: 464, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.907 G_ID: 0.137 G_Rec: 0.403 D_GP: 0.033 D_real: 0.998 D_fake: 0.518 (epoch: 268, iters: 864, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.725 G_ID: 0.108 G_Rec: 0.295 D_GP: 0.104 D_real: 1.142 D_fake: 0.540 (epoch: 268, iters: 1264, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.990 G_ID: 0.141 G_Rec: 0.427 D_GP: 0.036 D_real: 1.046 D_fake: 0.518 (epoch: 268, iters: 1664, time: 0.064) G_GAN: 0.501 G_GAN_Feat: 0.725 G_ID: 0.141 G_Rec: 0.306 D_GP: 0.021 D_real: 1.427 D_fake: 0.506 (epoch: 268, iters: 2064, time: 0.064) G_GAN: -0.010 G_GAN_Feat: 0.968 G_ID: 0.187 G_Rec: 0.393 D_GP: 0.051 D_real: 0.470 D_fake: 1.010 (epoch: 268, iters: 2464, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.728 G_ID: 0.143 G_Rec: 0.329 D_GP: 0.023 D_real: 1.242 D_fake: 0.638 (epoch: 268, iters: 2864, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.891 G_ID: 0.183 G_Rec: 0.363 D_GP: 0.020 D_real: 1.082 D_fake: 0.642 (epoch: 268, iters: 3264, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.854 G_ID: 0.096 G_Rec: 0.330 D_GP: 0.056 D_real: 0.877 D_fake: 0.730 (epoch: 268, iters: 3664, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.866 G_ID: 0.170 G_Rec: 0.366 D_GP: 0.047 D_real: 1.245 D_fake: 0.486 (epoch: 268, iters: 4064, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.571 G_ID: 0.115 G_Rec: 0.293 D_GP: 0.022 D_real: 1.112 D_fake: 0.853 (epoch: 268, iters: 4464, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.858 G_ID: 0.150 G_Rec: 0.416 D_GP: 0.034 D_real: 0.963 D_fake: 0.720 (epoch: 268, iters: 4864, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.628 G_ID: 0.118 G_Rec: 0.278 D_GP: 0.024 D_real: 1.194 D_fake: 0.744 (epoch: 268, iters: 5264, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.962 G_ID: 0.179 G_Rec: 0.433 D_GP: 0.157 D_real: 0.609 D_fake: 0.667 (epoch: 268, iters: 5664, time: 0.064) G_GAN: 0.032 G_GAN_Feat: 0.689 G_ID: 0.130 G_Rec: 0.290 D_GP: 0.029 D_real: 0.908 D_fake: 0.968 (epoch: 268, iters: 6064, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.981 G_ID: 0.179 G_Rec: 0.410 D_GP: 0.033 D_real: 0.511 D_fake: 0.895 (epoch: 268, iters: 6464, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.711 G_ID: 0.121 G_Rec: 0.281 D_GP: 0.033 D_real: 1.063 D_fake: 0.909 (epoch: 268, iters: 6864, time: 0.064) G_GAN: 0.666 G_GAN_Feat: 0.945 G_ID: 0.186 G_Rec: 0.407 D_GP: 0.032 D_real: 1.256 D_fake: 0.359 (epoch: 268, iters: 7264, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.596 G_ID: 0.122 G_Rec: 0.299 D_GP: 0.018 D_real: 1.254 D_fake: 0.735 (epoch: 268, iters: 7664, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.714 G_ID: 0.153 G_Rec: 0.324 D_GP: 0.022 D_real: 1.134 D_fake: 0.697 (epoch: 268, iters: 8064, time: 0.064) G_GAN: 0.007 G_GAN_Feat: 0.641 G_ID: 0.131 G_Rec: 0.290 D_GP: 0.022 D_real: 0.921 D_fake: 0.993 (epoch: 268, iters: 8464, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.808 G_ID: 0.173 G_Rec: 0.388 D_GP: 0.023 D_real: 1.105 D_fake: 0.637 (epoch: 269, iters: 256, time: 0.064) G_GAN: -0.070 G_GAN_Feat: 0.762 G_ID: 0.188 G_Rec: 0.281 D_GP: 0.200 D_real: 0.384 D_fake: 1.070 (epoch: 269, iters: 656, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.937 G_ID: 0.167 G_Rec: 0.380 D_GP: 0.025 D_real: 0.939 D_fake: 0.688 (epoch: 269, iters: 1056, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.815 G_ID: 0.127 G_Rec: 0.334 D_GP: 0.028 D_real: 0.901 D_fake: 0.746 (epoch: 269, iters: 1456, time: 0.064) G_GAN: 0.139 G_GAN_Feat: 0.740 G_ID: 0.200 G_Rec: 0.391 D_GP: 0.021 D_real: 0.993 D_fake: 0.861 (epoch: 269, iters: 1856, time: 0.064) G_GAN: 0.131 G_GAN_Feat: 0.696 G_ID: 0.101 G_Rec: 0.302 D_GP: 0.027 D_real: 1.006 D_fake: 0.869 (epoch: 269, iters: 2256, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.838 G_ID: 0.187 G_Rec: 0.393 D_GP: 0.031 D_real: 1.056 D_fake: 0.631 (epoch: 269, iters: 2656, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.743 G_ID: 0.111 G_Rec: 0.295 D_GP: 0.034 D_real: 0.976 D_fake: 0.665 (epoch: 269, iters: 3056, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.851 G_ID: 0.166 G_Rec: 0.422 D_GP: 0.021 D_real: 1.096 D_fake: 0.643 (epoch: 269, iters: 3456, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.696 G_ID: 0.126 G_Rec: 0.274 D_GP: 0.035 D_real: 1.017 D_fake: 0.744 (epoch: 269, iters: 3856, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.788 G_ID: 0.153 G_Rec: 0.355 D_GP: 0.021 D_real: 1.205 D_fake: 0.616 (epoch: 269, iters: 4256, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.692 G_ID: 0.109 G_Rec: 0.284 D_GP: 0.020 D_real: 1.145 D_fake: 0.770 (epoch: 269, iters: 4656, time: 0.064) G_GAN: 0.579 G_GAN_Feat: 1.175 G_ID: 0.164 G_Rec: 0.436 D_GP: 1.962 D_real: 0.407 D_fake: 0.490 (epoch: 269, iters: 5056, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.603 G_ID: 0.123 G_Rec: 0.272 D_GP: 0.018 D_real: 1.202 D_fake: 0.750 (epoch: 269, iters: 5456, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.841 G_ID: 0.150 G_Rec: 0.395 D_GP: 0.023 D_real: 1.251 D_fake: 0.531 (epoch: 269, iters: 5856, time: 0.064) G_GAN: 0.040 G_GAN_Feat: 0.804 G_ID: 0.111 G_Rec: 0.315 D_GP: 0.049 D_real: 1.047 D_fake: 0.961 (epoch: 269, iters: 6256, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.834 G_ID: 0.162 G_Rec: 0.420 D_GP: 0.043 D_real: 1.018 D_fake: 0.609 (epoch: 269, iters: 6656, time: 0.064) G_GAN: 0.149 G_GAN_Feat: 0.624 G_ID: 0.140 G_Rec: 0.260 D_GP: 0.027 D_real: 1.013 D_fake: 0.851 (epoch: 269, iters: 7056, time: 0.064) G_GAN: 0.017 G_GAN_Feat: 0.876 G_ID: 0.163 G_Rec: 0.424 D_GP: 0.025 D_real: 0.757 D_fake: 0.983 (epoch: 269, iters: 7456, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.740 G_ID: 0.140 G_Rec: 0.309 D_GP: 0.044 D_real: 0.883 D_fake: 0.825 (epoch: 269, iters: 7856, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.936 G_ID: 0.205 G_Rec: 0.423 D_GP: 0.031 D_real: 0.999 D_fake: 0.646 (epoch: 269, iters: 8256, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.674 G_ID: 0.124 G_Rec: 0.280 D_GP: 0.035 D_real: 1.054 D_fake: 0.738 (epoch: 270, iters: 48, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.825 G_ID: 0.168 G_Rec: 0.400 D_GP: 0.022 D_real: 1.070 D_fake: 0.640 (epoch: 270, iters: 448, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.712 G_ID: 0.109 G_Rec: 0.264 D_GP: 0.033 D_real: 0.888 D_fake: 0.845 (epoch: 270, iters: 848, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.867 G_ID: 0.163 G_Rec: 0.352 D_GP: 0.040 D_real: 1.048 D_fake: 0.640 (epoch: 270, iters: 1248, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.873 G_ID: 0.131 G_Rec: 0.316 D_GP: 0.065 D_real: 0.910 D_fake: 0.819 (epoch: 270, iters: 1648, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.971 G_ID: 0.161 G_Rec: 0.402 D_GP: 0.025 D_real: 0.989 D_fake: 0.774 (epoch: 270, iters: 2048, time: 0.064) G_GAN: -0.054 G_GAN_Feat: 0.688 G_ID: 0.162 G_Rec: 0.308 D_GP: 0.026 D_real: 0.812 D_fake: 1.054 (epoch: 270, iters: 2448, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.887 G_ID: 0.175 G_Rec: 0.409 D_GP: 0.032 D_real: 0.965 D_fake: 0.732 (epoch: 270, iters: 2848, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.774 G_ID: 0.122 G_Rec: 0.329 D_GP: 0.029 D_real: 0.793 D_fake: 0.855 (epoch: 270, iters: 3248, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 0.883 G_ID: 0.170 G_Rec: 0.383 D_GP: 0.081 D_real: 1.177 D_fake: 0.440 (epoch: 270, iters: 3648, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.739 G_ID: 0.137 G_Rec: 0.349 D_GP: 0.044 D_real: 0.785 D_fake: 0.882 (epoch: 270, iters: 4048, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 1.002 G_ID: 0.150 G_Rec: 0.389 D_GP: 0.052 D_real: 0.659 D_fake: 0.522 (epoch: 270, iters: 4448, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.683 G_ID: 0.136 G_Rec: 0.291 D_GP: 0.021 D_real: 1.157 D_fake: 0.721 (epoch: 270, iters: 4848, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 0.906 G_ID: 0.174 G_Rec: 0.381 D_GP: 0.028 D_real: 1.129 D_fake: 0.566 (epoch: 270, iters: 5248, time: 0.064) G_GAN: 0.131 G_GAN_Feat: 0.726 G_ID: 0.118 G_Rec: 0.313 D_GP: 0.050 D_real: 0.946 D_fake: 0.871 (epoch: 270, iters: 5648, time: 0.064) G_GAN: 0.555 G_GAN_Feat: 1.019 G_ID: 0.146 G_Rec: 0.439 D_GP: 0.069 D_real: 0.874 D_fake: 0.452 (epoch: 270, iters: 6048, time: 0.064) G_GAN: 0.528 G_GAN_Feat: 0.743 G_ID: 0.138 G_Rec: 0.304 D_GP: 0.024 D_real: 1.371 D_fake: 0.476 (epoch: 270, iters: 6448, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.828 G_ID: 0.159 G_Rec: 0.382 D_GP: 0.021 D_real: 1.247 D_fake: 0.608 (epoch: 270, iters: 6848, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.600 G_ID: 0.124 G_Rec: 0.268 D_GP: 0.019 D_real: 1.097 D_fake: 0.860 (epoch: 270, iters: 7248, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.866 G_ID: 0.163 G_Rec: 0.389 D_GP: 0.022 D_real: 1.147 D_fake: 0.627 (epoch: 270, iters: 7648, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.704 G_ID: 0.140 G_Rec: 0.302 D_GP: 0.032 D_real: 0.981 D_fake: 0.856 (epoch: 270, iters: 8048, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.907 G_ID: 0.182 G_Rec: 0.386 D_GP: 0.029 D_real: 0.888 D_fake: 0.800 (epoch: 270, iters: 8448, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.745 G_ID: 0.157 G_Rec: 0.308 D_GP: 0.060 D_real: 0.953 D_fake: 0.705 (epoch: 271, iters: 240, time: 0.064) G_GAN: 0.677 G_GAN_Feat: 0.908 G_ID: 0.149 G_Rec: 0.390 D_GP: 0.027 D_real: 1.356 D_fake: 0.335 (epoch: 271, iters: 640, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.797 G_ID: 0.121 G_Rec: 0.291 D_GP: 0.027 D_real: 0.761 D_fake: 0.828 (epoch: 271, iters: 1040, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 0.930 G_ID: 0.180 G_Rec: 0.394 D_GP: 0.027 D_real: 1.103 D_fake: 0.463 (epoch: 271, iters: 1440, time: 0.064) G_GAN: 0.120 G_GAN_Feat: 0.678 G_ID: 0.140 G_Rec: 0.279 D_GP: 0.021 D_real: 1.022 D_fake: 0.880 (epoch: 271, iters: 1840, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.820 G_ID: 0.156 G_Rec: 0.413 D_GP: 0.020 D_real: 1.126 D_fake: 0.549 (epoch: 271, iters: 2240, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.715 G_ID: 0.129 G_Rec: 0.314 D_GP: 0.044 D_real: 1.077 D_fake: 0.800 (epoch: 271, iters: 2640, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.857 G_ID: 0.165 G_Rec: 0.403 D_GP: 0.021 D_real: 1.187 D_fake: 0.498 (epoch: 271, iters: 3040, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.647 G_ID: 0.176 G_Rec: 0.281 D_GP: 0.022 D_real: 1.201 D_fake: 0.764 (epoch: 271, iters: 3440, time: 0.064) G_GAN: 0.552 G_GAN_Feat: 0.915 G_ID: 0.154 G_Rec: 0.371 D_GP: 0.023 D_real: 1.229 D_fake: 0.462 (epoch: 271, iters: 3840, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 0.887 G_ID: 0.129 G_Rec: 0.305 D_GP: 0.034 D_real: 0.439 D_fake: 0.837 (epoch: 271, iters: 4240, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.914 G_ID: 0.193 G_Rec: 0.432 D_GP: 0.024 D_real: 1.213 D_fake: 0.611 (epoch: 271, iters: 4640, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 0.615 G_ID: 0.144 G_Rec: 0.299 D_GP: 0.018 D_real: 1.124 D_fake: 0.838 (epoch: 271, iters: 5040, time: 0.064) G_GAN: 0.165 G_GAN_Feat: 0.809 G_ID: 0.190 G_Rec: 0.366 D_GP: 0.030 D_real: 0.969 D_fake: 0.835 (epoch: 271, iters: 5440, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.663 G_ID: 0.127 G_Rec: 0.297 D_GP: 0.032 D_real: 1.127 D_fake: 0.753 (epoch: 271, iters: 5840, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.833 G_ID: 0.174 G_Rec: 0.390 D_GP: 0.027 D_real: 0.959 D_fake: 0.719 (epoch: 271, iters: 6240, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.836 G_ID: 0.105 G_Rec: 0.322 D_GP: 0.058 D_real: 0.816 D_fake: 0.736 (epoch: 271, iters: 6640, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.930 G_ID: 0.151 G_Rec: 0.408 D_GP: 0.024 D_real: 1.076 D_fake: 0.783 (epoch: 271, iters: 7040, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.785 G_ID: 0.119 G_Rec: 0.325 D_GP: 0.043 D_real: 0.872 D_fake: 0.900 (epoch: 271, iters: 7440, time: 0.064) G_GAN: 0.571 G_GAN_Feat: 0.954 G_ID: 0.170 G_Rec: 0.349 D_GP: 0.035 D_real: 1.418 D_fake: 0.439 (epoch: 271, iters: 7840, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.725 G_ID: 0.128 G_Rec: 0.285 D_GP: 0.034 D_real: 0.977 D_fake: 0.828 (epoch: 271, iters: 8240, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.852 G_ID: 0.155 G_Rec: 0.357 D_GP: 0.023 D_real: 1.311 D_fake: 0.554 (epoch: 272, iters: 32, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.978 G_ID: 0.132 G_Rec: 0.341 D_GP: 0.108 D_real: 0.445 D_fake: 0.706 (epoch: 272, iters: 432, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.915 G_ID: 0.175 G_Rec: 0.397 D_GP: 0.027 D_real: 1.022 D_fake: 0.670 (epoch: 272, iters: 832, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.682 G_ID: 0.124 G_Rec: 0.336 D_GP: 0.028 D_real: 1.284 D_fake: 0.712 (epoch: 272, iters: 1232, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.776 G_ID: 0.174 G_Rec: 0.397 D_GP: 0.020 D_real: 1.082 D_fake: 0.700 (epoch: 272, iters: 1632, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.560 G_ID: 0.099 G_Rec: 0.254 D_GP: 0.021 D_real: 1.225 D_fake: 0.717 (epoch: 272, iters: 2032, time: 0.064) G_GAN: -0.015 G_GAN_Feat: 0.963 G_ID: 0.158 G_Rec: 0.443 D_GP: 0.180 D_real: 0.612 D_fake: 1.015 (epoch: 272, iters: 2432, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.633 G_ID: 0.141 G_Rec: 0.273 D_GP: 0.037 D_real: 1.110 D_fake: 0.739 (epoch: 272, iters: 2832, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.974 G_ID: 0.169 G_Rec: 0.400 D_GP: 0.028 D_real: 1.195 D_fake: 0.552 (epoch: 272, iters: 3232, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.756 G_ID: 0.115 G_Rec: 0.330 D_GP: 0.044 D_real: 0.871 D_fake: 0.952 (epoch: 272, iters: 3632, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.862 G_ID: 0.164 G_Rec: 0.386 D_GP: 0.020 D_real: 1.258 D_fake: 0.540 (epoch: 272, iters: 4032, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.758 G_ID: 0.121 G_Rec: 0.312 D_GP: 0.040 D_real: 0.977 D_fake: 0.755 (epoch: 272, iters: 4432, time: 0.064) G_GAN: 0.542 G_GAN_Feat: 0.946 G_ID: 0.160 G_Rec: 0.374 D_GP: 0.064 D_real: 0.897 D_fake: 0.462 (epoch: 272, iters: 4832, time: 0.064) G_GAN: 0.663 G_GAN_Feat: 0.775 G_ID: 0.126 G_Rec: 0.281 D_GP: 0.112 D_real: 1.288 D_fake: 0.545 (epoch: 272, iters: 5232, time: 0.064) G_GAN: 0.443 G_GAN_Feat: 1.027 G_ID: 0.160 G_Rec: 0.396 D_GP: 0.186 D_real: 0.459 D_fake: 0.561 (epoch: 272, iters: 5632, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.652 G_ID: 0.150 G_Rec: 0.307 D_GP: 0.019 D_real: 1.324 D_fake: 0.704 (epoch: 272, iters: 6032, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.780 G_ID: 0.180 G_Rec: 0.375 D_GP: 0.020 D_real: 1.271 D_fake: 0.546 (epoch: 272, iters: 6432, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.618 G_ID: 0.119 G_Rec: 0.297 D_GP: 0.022 D_real: 1.211 D_fake: 0.716 (epoch: 272, iters: 6832, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 0.735 G_ID: 0.173 G_Rec: 0.352 D_GP: 0.023 D_real: 1.333 D_fake: 0.512 (epoch: 272, iters: 7232, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.696 G_ID: 0.131 G_Rec: 0.328 D_GP: 0.034 D_real: 0.962 D_fake: 0.864 (epoch: 272, iters: 7632, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.974 G_ID: 0.169 G_Rec: 0.411 D_GP: 0.069 D_real: 0.892 D_fake: 0.660 (epoch: 272, iters: 8032, time: 0.064) G_GAN: 0.165 G_GAN_Feat: 0.622 G_ID: 0.111 G_Rec: 0.272 D_GP: 0.026 D_real: 1.077 D_fake: 0.835 (epoch: 272, iters: 8432, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.822 G_ID: 0.166 G_Rec: 0.373 D_GP: 0.037 D_real: 1.076 D_fake: 0.619 (epoch: 273, iters: 224, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.631 G_ID: 0.105 G_Rec: 0.329 D_GP: 0.035 D_real: 1.056 D_fake: 0.823 (epoch: 273, iters: 624, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.886 G_ID: 0.141 G_Rec: 0.392 D_GP: 0.036 D_real: 0.927 D_fake: 0.650 (epoch: 273, iters: 1024, time: 0.064) G_GAN: 0.109 G_GAN_Feat: 0.755 G_ID: 0.135 G_Rec: 0.358 D_GP: 0.053 D_real: 0.760 D_fake: 0.891 (epoch: 273, iters: 1424, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.811 G_ID: 0.175 G_Rec: 0.365 D_GP: 0.029 D_real: 1.064 D_fake: 0.663 (epoch: 273, iters: 1824, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.762 G_ID: 0.134 G_Rec: 0.341 D_GP: 0.047 D_real: 1.085 D_fake: 0.625 (epoch: 273, iters: 2224, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 1.014 G_ID: 0.157 G_Rec: 0.453 D_GP: 0.153 D_real: 0.456 D_fake: 0.748 (epoch: 273, iters: 2624, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.815 G_ID: 0.128 G_Rec: 0.296 D_GP: 0.028 D_real: 1.134 D_fake: 0.757 (epoch: 273, iters: 3024, time: 0.064) G_GAN: 0.553 G_GAN_Feat: 0.934 G_ID: 0.172 G_Rec: 0.396 D_GP: 0.060 D_real: 0.954 D_fake: 0.458 (epoch: 273, iters: 3424, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.706 G_ID: 0.097 G_Rec: 0.277 D_GP: 0.027 D_real: 1.021 D_fake: 0.810 (epoch: 273, iters: 3824, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.825 G_ID: 0.172 G_Rec: 0.392 D_GP: 0.022 D_real: 1.116 D_fake: 0.681 (epoch: 273, iters: 4224, time: 0.064) G_GAN: 0.073 G_GAN_Feat: 0.622 G_ID: 0.128 G_Rec: 0.289 D_GP: 0.019 D_real: 1.069 D_fake: 0.927 (epoch: 273, iters: 4624, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.879 G_ID: 0.155 G_Rec: 0.445 D_GP: 0.037 D_real: 0.930 D_fake: 0.625 (epoch: 273, iters: 5024, time: 0.064) G_GAN: -0.040 G_GAN_Feat: 0.789 G_ID: 0.135 G_Rec: 0.318 D_GP: 0.121 D_real: 0.510 D_fake: 1.041 (epoch: 273, iters: 5424, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.822 G_ID: 0.176 G_Rec: 0.374 D_GP: 0.026 D_real: 1.134 D_fake: 0.555 (epoch: 273, iters: 5824, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.636 G_ID: 0.134 G_Rec: 0.285 D_GP: 0.028 D_real: 1.090 D_fake: 0.788 (epoch: 273, iters: 6224, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.798 G_ID: 0.168 G_Rec: 0.385 D_GP: 0.030 D_real: 1.098 D_fake: 0.669 (epoch: 273, iters: 6624, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 1.061 G_ID: 0.135 G_Rec: 0.371 D_GP: 1.437 D_real: 0.384 D_fake: 0.766 (epoch: 273, iters: 7024, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.859 G_ID: 0.161 G_Rec: 0.429 D_GP: 0.022 D_real: 1.153 D_fake: 0.659 (epoch: 273, iters: 7424, time: 0.064) G_GAN: -0.042 G_GAN_Feat: 0.580 G_ID: 0.123 G_Rec: 0.302 D_GP: 0.019 D_real: 0.897 D_fake: 1.042 (epoch: 273, iters: 7824, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.852 G_ID: 0.165 G_Rec: 0.409 D_GP: 0.036 D_real: 0.943 D_fake: 0.732 (epoch: 273, iters: 8224, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.636 G_ID: 0.118 G_Rec: 0.272 D_GP: 0.024 D_real: 1.041 D_fake: 0.870 (epoch: 274, iters: 16, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.906 G_ID: 0.155 G_Rec: 0.420 D_GP: 0.060 D_real: 1.038 D_fake: 0.571 (epoch: 274, iters: 416, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.669 G_ID: 0.112 G_Rec: 0.302 D_GP: 0.022 D_real: 1.259 D_fake: 0.704 (epoch: 274, iters: 816, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.978 G_ID: 0.161 G_Rec: 0.397 D_GP: 0.302 D_real: 0.393 D_fake: 0.721 (epoch: 274, iters: 1216, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.773 G_ID: 0.122 G_Rec: 0.296 D_GP: 0.081 D_real: 0.699 D_fake: 0.952 (epoch: 274, iters: 1616, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.709 G_ID: 0.158 G_Rec: 0.381 D_GP: 0.017 D_real: 1.104 D_fake: 0.647 (epoch: 274, iters: 2016, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.557 G_ID: 0.110 G_Rec: 0.313 D_GP: 0.016 D_real: 1.154 D_fake: 0.781 (epoch: 274, iters: 2416, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.661 G_ID: 0.168 G_Rec: 0.351 D_GP: 0.021 D_real: 1.044 D_fake: 0.749 (epoch: 274, iters: 2816, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.527 G_ID: 0.103 G_Rec: 0.266 D_GP: 0.018 D_real: 1.102 D_fake: 0.821 (epoch: 274, iters: 3216, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.706 G_ID: 0.182 G_Rec: 0.349 D_GP: 0.025 D_real: 1.154 D_fake: 0.648 (epoch: 274, iters: 3616, time: 0.064) G_GAN: -0.057 G_GAN_Feat: 0.721 G_ID: 0.119 G_Rec: 0.333 D_GP: 0.042 D_real: 0.737 D_fake: 1.058 (epoch: 274, iters: 4016, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.794 G_ID: 0.157 G_Rec: 0.404 D_GP: 0.029 D_real: 1.122 D_fake: 0.570 (epoch: 274, iters: 4416, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.641 G_ID: 0.140 G_Rec: 0.291 D_GP: 0.038 D_real: 1.020 D_fake: 0.852 (epoch: 274, iters: 4816, time: 0.064) G_GAN: 0.055 G_GAN_Feat: 0.832 G_ID: 0.169 G_Rec: 0.399 D_GP: 0.044 D_real: 0.713 D_fake: 0.945 (epoch: 274, iters: 5216, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.780 G_ID: 0.130 G_Rec: 0.360 D_GP: 0.064 D_real: 0.675 D_fake: 0.913 (epoch: 274, iters: 5616, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.779 G_ID: 0.218 G_Rec: 0.399 D_GP: 0.028 D_real: 1.010 D_fake: 0.715 (epoch: 274, iters: 6016, time: 0.064) G_GAN: 0.050 G_GAN_Feat: 0.715 G_ID: 0.130 G_Rec: 0.289 D_GP: 0.051 D_real: 0.846 D_fake: 0.950 (epoch: 274, iters: 6416, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.913 G_ID: 0.196 G_Rec: 0.396 D_GP: 0.050 D_real: 0.959 D_fake: 0.655 (epoch: 274, iters: 6816, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.599 G_ID: 0.115 G_Rec: 0.267 D_GP: 0.024 D_real: 1.105 D_fake: 0.825 (epoch: 274, iters: 7216, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.844 G_ID: 0.154 G_Rec: 0.400 D_GP: 0.021 D_real: 0.960 D_fake: 0.786 (epoch: 274, iters: 7616, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.609 G_ID: 0.127 G_Rec: 0.278 D_GP: 0.024 D_real: 1.057 D_fake: 0.797 (epoch: 274, iters: 8016, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.773 G_ID: 0.177 G_Rec: 0.361 D_GP: 0.029 D_real: 1.140 D_fake: 0.705 (epoch: 274, iters: 8416, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.673 G_ID: 0.117 G_Rec: 0.306 D_GP: 0.056 D_real: 1.071 D_fake: 0.732 (epoch: 275, iters: 208, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.720 G_ID: 0.172 G_Rec: 0.348 D_GP: 0.023 D_real: 1.172 D_fake: 0.658 (epoch: 275, iters: 608, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.738 G_ID: 0.113 G_Rec: 0.322 D_GP: 0.037 D_real: 1.037 D_fake: 0.774 (epoch: 275, iters: 1008, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.800 G_ID: 0.177 G_Rec: 0.359 D_GP: 0.032 D_real: 0.883 D_fake: 0.829 (epoch: 275, iters: 1408, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.705 G_ID: 0.117 G_Rec: 0.292 D_GP: 0.082 D_real: 0.957 D_fake: 0.808 (epoch: 275, iters: 1808, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.906 G_ID: 0.160 G_Rec: 0.384 D_GP: 0.064 D_real: 0.830 D_fake: 0.682 (epoch: 275, iters: 2208, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.746 G_ID: 0.131 G_Rec: 0.298 D_GP: 0.051 D_real: 1.119 D_fake: 0.552 (epoch: 275, iters: 2608, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 1.119 G_ID: 0.153 G_Rec: 0.424 D_GP: 0.226 D_real: 1.161 D_fake: 0.615 (epoch: 275, iters: 3008, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.718 G_ID: 0.157 G_Rec: 0.303 D_GP: 0.020 D_real: 1.024 D_fake: 0.821 (epoch: 275, iters: 3408, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.753 G_ID: 0.167 G_Rec: 0.335 D_GP: 0.035 D_real: 1.051 D_fake: 0.734 (epoch: 275, iters: 3808, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.665 G_ID: 0.131 G_Rec: 0.278 D_GP: 0.020 D_real: 1.241 D_fake: 0.687 (epoch: 275, iters: 4208, time: 0.064) G_GAN: 0.575 G_GAN_Feat: 0.837 G_ID: 0.144 G_Rec: 0.401 D_GP: 0.032 D_real: 1.266 D_fake: 0.439 (epoch: 275, iters: 4608, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.730 G_ID: 0.126 G_Rec: 0.293 D_GP: 0.035 D_real: 0.967 D_fake: 0.790 (epoch: 275, iters: 5008, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.936 G_ID: 0.157 G_Rec: 0.401 D_GP: 0.026 D_real: 1.042 D_fake: 0.499 (epoch: 275, iters: 5408, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.674 G_ID: 0.138 G_Rec: 0.276 D_GP: 0.023 D_real: 1.068 D_fake: 0.765 (epoch: 275, iters: 5808, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 1.014 G_ID: 0.181 G_Rec: 0.428 D_GP: 0.213 D_real: 0.539 D_fake: 0.702 (epoch: 275, iters: 6208, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.884 G_ID: 0.108 G_Rec: 0.301 D_GP: 0.836 D_real: 0.518 D_fake: 0.742 (epoch: 275, iters: 6608, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.767 G_ID: 0.173 G_Rec: 0.348 D_GP: 0.020 D_real: 1.097 D_fake: 0.747 (epoch: 275, iters: 7008, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.883 G_ID: 0.110 G_Rec: 0.301 D_GP: 0.041 D_real: 0.495 D_fake: 0.883 (epoch: 275, iters: 7408, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 1.080 G_ID: 0.144 G_Rec: 0.442 D_GP: 0.079 D_real: 0.562 D_fake: 0.458 (epoch: 275, iters: 7808, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.873 G_ID: 0.118 G_Rec: 0.318 D_GP: 0.031 D_real: 0.811 D_fake: 0.645 (epoch: 275, iters: 8208, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.832 G_ID: 0.166 G_Rec: 0.429 D_GP: 0.018 D_real: 1.228 D_fake: 0.558 (epoch: 275, iters: 8608, time: 0.064) G_GAN: -0.088 G_GAN_Feat: 0.584 G_ID: 0.147 G_Rec: 0.254 D_GP: 0.021 D_real: 0.836 D_fake: 1.088 (epoch: 276, iters: 400, time: 0.064) G_GAN: 0.599 G_GAN_Feat: 0.962 G_ID: 0.170 G_Rec: 0.417 D_GP: 0.046 D_real: 1.069 D_fake: 0.418 (epoch: 276, iters: 800, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.687 G_ID: 0.120 G_Rec: 0.313 D_GP: 0.036 D_real: 1.207 D_fake: 0.627 (epoch: 276, iters: 1200, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 0.967 G_ID: 0.162 G_Rec: 0.431 D_GP: 0.025 D_real: 1.114 D_fake: 0.430 (epoch: 276, iters: 1600, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.695 G_ID: 0.158 G_Rec: 0.309 D_GP: 0.020 D_real: 1.165 D_fake: 0.724 (epoch: 276, iters: 2000, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.978 G_ID: 0.161 G_Rec: 0.402 D_GP: 0.062 D_real: 0.715 D_fake: 0.567 (epoch: 276, iters: 2400, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.663 G_ID: 0.115 G_Rec: 0.296 D_GP: 0.022 D_real: 1.178 D_fake: 0.914 (epoch: 276, iters: 2800, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.677 G_ID: 0.159 G_Rec: 0.327 D_GP: 0.020 D_real: 1.334 D_fake: 0.573 (epoch: 276, iters: 3200, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.572 G_ID: 0.126 G_Rec: 0.277 D_GP: 0.021 D_real: 1.285 D_fake: 0.679 (epoch: 276, iters: 3600, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.735 G_ID: 0.144 G_Rec: 0.340 D_GP: 0.022 D_real: 1.276 D_fake: 0.573 (epoch: 276, iters: 4000, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.611 G_ID: 0.132 G_Rec: 0.290 D_GP: 0.025 D_real: 1.097 D_fake: 0.789 (epoch: 276, iters: 4400, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.806 G_ID: 0.160 G_Rec: 0.386 D_GP: 0.023 D_real: 1.188 D_fake: 0.565 (epoch: 276, iters: 4800, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.718 G_ID: 0.132 G_Rec: 0.317 D_GP: 0.060 D_real: 0.803 D_fake: 0.909 (epoch: 276, iters: 5200, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.810 G_ID: 0.166 G_Rec: 0.400 D_GP: 0.024 D_real: 1.126 D_fake: 0.651 (epoch: 276, iters: 5600, time: 0.064) G_GAN: 0.064 G_GAN_Feat: 0.678 G_ID: 0.117 G_Rec: 0.314 D_GP: 0.030 D_real: 0.922 D_fake: 0.936 (epoch: 276, iters: 6000, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.785 G_ID: 0.166 G_Rec: 0.375 D_GP: 0.028 D_real: 1.015 D_fake: 0.741 (epoch: 276, iters: 6400, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.642 G_ID: 0.113 G_Rec: 0.272 D_GP: 0.022 D_real: 1.048 D_fake: 0.840 (epoch: 276, iters: 6800, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.857 G_ID: 0.150 G_Rec: 0.375 D_GP: 0.028 D_real: 1.078 D_fake: 0.635 (epoch: 276, iters: 7200, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 0.577 G_ID: 0.119 G_Rec: 0.261 D_GP: 0.024 D_real: 1.133 D_fake: 0.818 (epoch: 276, iters: 7600, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.905 G_ID: 0.140 G_Rec: 0.397 D_GP: 0.036 D_real: 0.950 D_fake: 0.621 (epoch: 276, iters: 8000, time: 0.064) G_GAN: 0.037 G_GAN_Feat: 0.830 G_ID: 0.144 G_Rec: 0.339 D_GP: 0.083 D_real: 0.769 D_fake: 0.963 (epoch: 276, iters: 8400, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.859 G_ID: 0.176 G_Rec: 0.384 D_GP: 0.021 D_real: 0.939 D_fake: 0.751 (epoch: 277, iters: 192, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 0.704 G_ID: 0.116 G_Rec: 0.282 D_GP: 0.042 D_real: 1.137 D_fake: 0.686 (epoch: 277, iters: 592, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.853 G_ID: 0.157 G_Rec: 0.376 D_GP: 0.022 D_real: 1.127 D_fake: 0.621 (epoch: 277, iters: 992, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.742 G_ID: 0.147 G_Rec: 0.384 D_GP: 0.047 D_real: 0.957 D_fake: 0.802 (epoch: 277, iters: 1392, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.935 G_ID: 0.161 G_Rec: 0.408 D_GP: 0.036 D_real: 0.943 D_fake: 0.634 (epoch: 277, iters: 1792, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.684 G_ID: 0.125 G_Rec: 0.271 D_GP: 0.029 D_real: 1.092 D_fake: 0.729 (epoch: 277, iters: 2192, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.834 G_ID: 0.185 G_Rec: 0.366 D_GP: 0.021 D_real: 1.043 D_fake: 0.742 (epoch: 277, iters: 2592, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.902 G_ID: 0.118 G_Rec: 0.316 D_GP: 0.095 D_real: 0.582 D_fake: 0.764 (epoch: 277, iters: 2992, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.929 G_ID: 0.188 G_Rec: 0.380 D_GP: 0.047 D_real: 1.153 D_fake: 0.557 (epoch: 277, iters: 3392, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.631 G_ID: 0.114 G_Rec: 0.301 D_GP: 0.019 D_real: 1.244 D_fake: 0.747 (epoch: 277, iters: 3792, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.730 G_ID: 0.148 G_Rec: 0.354 D_GP: 0.022 D_real: 1.025 D_fake: 0.781 (epoch: 277, iters: 4192, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.719 G_ID: 0.135 G_Rec: 0.306 D_GP: 0.051 D_real: 0.914 D_fake: 0.914 (epoch: 277, iters: 4592, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.953 G_ID: 0.167 G_Rec: 0.395 D_GP: 0.055 D_real: 0.806 D_fake: 0.661 (epoch: 277, iters: 4992, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.800 G_ID: 0.122 G_Rec: 0.333 D_GP: 0.039 D_real: 1.110 D_fake: 0.630 (epoch: 277, iters: 5392, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.849 G_ID: 0.180 G_Rec: 0.338 D_GP: 0.053 D_real: 0.761 D_fake: 0.898 (epoch: 277, iters: 5792, time: 0.064) G_GAN: -0.208 G_GAN_Feat: 0.902 G_ID: 0.144 G_Rec: 0.336 D_GP: 0.130 D_real: 0.122 D_fake: 1.209 (epoch: 277, iters: 6192, time: 0.064) G_GAN: 0.638 G_GAN_Feat: 0.976 G_ID: 0.173 G_Rec: 0.400 D_GP: 0.038 D_real: 1.188 D_fake: 0.382 (epoch: 277, iters: 6592, time: 0.064) G_GAN: -0.005 G_GAN_Feat: 0.747 G_ID: 0.127 G_Rec: 0.310 D_GP: 0.028 D_real: 0.881 D_fake: 1.005 (epoch: 277, iters: 6992, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.905 G_ID: 0.166 G_Rec: 0.397 D_GP: 0.022 D_real: 0.907 D_fake: 0.778 (epoch: 277, iters: 7392, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.722 G_ID: 0.117 G_Rec: 0.328 D_GP: 0.036 D_real: 1.295 D_fake: 0.612 (epoch: 277, iters: 7792, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 1.067 G_ID: 0.151 G_Rec: 0.418 D_GP: 0.046 D_real: 0.470 D_fake: 0.517 (epoch: 277, iters: 8192, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.709 G_ID: 0.116 G_Rec: 0.309 D_GP: 0.018 D_real: 1.195 D_fake: 0.746 (epoch: 277, iters: 8592, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.935 G_ID: 0.149 G_Rec: 0.389 D_GP: 0.039 D_real: 0.759 D_fake: 0.780 (epoch: 278, iters: 384, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.815 G_ID: 0.117 G_Rec: 0.314 D_GP: 0.107 D_real: 0.558 D_fake: 0.821 (epoch: 278, iters: 784, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.914 G_ID: 0.187 G_Rec: 0.405 D_GP: 0.032 D_real: 1.071 D_fake: 0.780 (epoch: 278, iters: 1184, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.626 G_ID: 0.125 G_Rec: 0.277 D_GP: 0.020 D_real: 1.053 D_fake: 0.909 (epoch: 278, iters: 1584, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.803 G_ID: 0.161 G_Rec: 0.361 D_GP: 0.021 D_real: 1.282 D_fake: 0.541 (epoch: 278, iters: 1984, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 1.031 G_ID: 0.121 G_Rec: 0.314 D_GP: 0.384 D_real: 0.402 D_fake: 0.753 (epoch: 278, iters: 2384, time: 0.064) G_GAN: -0.027 G_GAN_Feat: 1.030 G_ID: 0.178 G_Rec: 0.381 D_GP: 0.096 D_real: 0.196 D_fake: 1.027 (epoch: 278, iters: 2784, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.763 G_ID: 0.117 G_Rec: 0.291 D_GP: 0.035 D_real: 0.870 D_fake: 0.895 (epoch: 278, iters: 3184, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 1.005 G_ID: 0.151 G_Rec: 0.419 D_GP: 0.044 D_real: 0.834 D_fake: 0.585 (epoch: 278, iters: 3584, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.721 G_ID: 0.142 G_Rec: 0.293 D_GP: 0.025 D_real: 1.204 D_fake: 0.597 (epoch: 278, iters: 3984, time: 0.064) G_GAN: 0.563 G_GAN_Feat: 0.875 G_ID: 0.141 G_Rec: 0.369 D_GP: 0.025 D_real: 1.214 D_fake: 0.441 (epoch: 278, iters: 4384, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.696 G_ID: 0.151 G_Rec: 0.308 D_GP: 0.022 D_real: 1.246 D_fake: 0.615 (epoch: 278, iters: 4784, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.742 G_ID: 0.181 G_Rec: 0.391 D_GP: 0.018 D_real: 1.171 D_fake: 0.660 (epoch: 278, iters: 5184, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.606 G_ID: 0.107 G_Rec: 0.301 D_GP: 0.017 D_real: 1.112 D_fake: 0.889 (epoch: 278, iters: 5584, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.708 G_ID: 0.191 G_Rec: 0.358 D_GP: 0.019 D_real: 0.903 D_fake: 0.907 (epoch: 278, iters: 5984, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.518 G_ID: 0.115 G_Rec: 0.252 D_GP: 0.020 D_real: 1.100 D_fake: 0.872 (epoch: 278, iters: 6384, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.723 G_ID: 0.167 G_Rec: 0.344 D_GP: 0.024 D_real: 0.964 D_fake: 0.868 (epoch: 278, iters: 6784, time: 0.064) G_GAN: -0.101 G_GAN_Feat: 0.694 G_ID: 0.138 G_Rec: 0.324 D_GP: 0.040 D_real: 0.737 D_fake: 1.101 (epoch: 278, iters: 7184, time: 0.064) G_GAN: 0.480 G_GAN_Feat: 0.901 G_ID: 0.153 G_Rec: 0.384 D_GP: 0.037 D_real: 1.084 D_fake: 0.534 (epoch: 278, iters: 7584, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.622 G_ID: 0.116 G_Rec: 0.300 D_GP: 0.032 D_real: 1.219 D_fake: 0.702 (epoch: 278, iters: 7984, time: 0.064) G_GAN: 0.311 G_GAN_Feat: 0.784 G_ID: 0.154 G_Rec: 0.362 D_GP: 0.028 D_real: 1.134 D_fake: 0.691 (epoch: 278, iters: 8384, time: 0.064) G_GAN: -0.182 G_GAN_Feat: 0.758 G_ID: 0.120 G_Rec: 0.314 D_GP: 0.048 D_real: 0.958 D_fake: 1.182 (epoch: 279, iters: 176, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.910 G_ID: 0.177 G_Rec: 0.380 D_GP: 0.117 D_real: 0.782 D_fake: 0.725 (epoch: 279, iters: 576, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.689 G_ID: 0.134 G_Rec: 0.299 D_GP: 0.039 D_real: 1.131 D_fake: 0.669 (epoch: 279, iters: 976, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.907 G_ID: 0.167 G_Rec: 0.437 D_GP: 0.126 D_real: 0.660 D_fake: 0.725 (epoch: 279, iters: 1376, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.852 G_ID: 0.124 G_Rec: 0.315 D_GP: 0.104 D_real: 0.675 D_fake: 0.754 (epoch: 279, iters: 1776, time: 0.064) G_GAN: 0.070 G_GAN_Feat: 0.781 G_ID: 0.167 G_Rec: 0.381 D_GP: 0.025 D_real: 0.922 D_fake: 0.930 (epoch: 279, iters: 2176, time: 0.064) G_GAN: -0.009 G_GAN_Feat: 0.930 G_ID: 0.122 G_Rec: 0.358 D_GP: 0.307 D_real: 0.308 D_fake: 1.010 (epoch: 279, iters: 2576, time: 0.064) G_GAN: 0.715 G_GAN_Feat: 1.205 G_ID: 0.163 G_Rec: 0.436 D_GP: 0.066 D_real: 1.284 D_fake: 0.405 (epoch: 279, iters: 2976, time: 0.064) G_GAN: 0.040 G_GAN_Feat: 0.623 G_ID: 0.128 G_Rec: 0.284 D_GP: 0.020 D_real: 0.974 D_fake: 0.962 (epoch: 279, iters: 3376, time: 0.064) G_GAN: 0.032 G_GAN_Feat: 0.929 G_ID: 0.181 G_Rec: 0.392 D_GP: 0.080 D_real: 0.496 D_fake: 0.968 (epoch: 279, iters: 3776, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.813 G_ID: 0.118 G_Rec: 0.317 D_GP: 0.116 D_real: 0.442 D_fake: 0.874 (epoch: 279, iters: 4176, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.849 G_ID: 0.170 G_Rec: 0.405 D_GP: 0.030 D_real: 1.098 D_fake: 0.640 (epoch: 279, iters: 4576, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.656 G_ID: 0.140 G_Rec: 0.285 D_GP: 0.021 D_real: 1.162 D_fake: 0.719 (epoch: 279, iters: 4976, time: 0.064) G_GAN: 0.605 G_GAN_Feat: 0.806 G_ID: 0.156 G_Rec: 0.386 D_GP: 0.022 D_real: 1.365 D_fake: 0.399 (epoch: 279, iters: 5376, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.626 G_ID: 0.108 G_Rec: 0.279 D_GP: 0.028 D_real: 1.149 D_fake: 0.757 (epoch: 279, iters: 5776, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.940 G_ID: 0.193 G_Rec: 0.419 D_GP: 0.056 D_real: 0.611 D_fake: 0.772 (epoch: 279, iters: 6176, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.792 G_ID: 0.126 G_Rec: 0.314 D_GP: 0.075 D_real: 0.773 D_fake: 0.848 (epoch: 279, iters: 6576, time: 0.064) G_GAN: 0.553 G_GAN_Feat: 1.053 G_ID: 0.186 G_Rec: 0.406 D_GP: 0.160 D_real: 0.700 D_fake: 0.556 (epoch: 279, iters: 6976, time: 0.064) G_GAN: 0.399 G_GAN_Feat: 0.705 G_ID: 0.124 G_Rec: 0.306 D_GP: 0.024 D_real: 1.382 D_fake: 0.615 (epoch: 279, iters: 7376, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.935 G_ID: 0.181 G_Rec: 0.362 D_GP: 0.032 D_real: 0.795 D_fake: 0.685 (epoch: 279, iters: 7776, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.707 G_ID: 0.110 G_Rec: 0.289 D_GP: 0.025 D_real: 1.170 D_fake: 0.633 (epoch: 279, iters: 8176, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 0.877 G_ID: 0.154 G_Rec: 0.389 D_GP: 0.021 D_real: 1.427 D_fake: 0.445 (epoch: 279, iters: 8576, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.717 G_ID: 0.135 G_Rec: 0.296 D_GP: 0.024 D_real: 1.182 D_fake: 0.770 (epoch: 280, iters: 368, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.890 G_ID: 0.132 G_Rec: 0.394 D_GP: 0.026 D_real: 1.073 D_fake: 0.620 (epoch: 280, iters: 768, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.737 G_ID: 0.131 G_Rec: 0.314 D_GP: 0.057 D_real: 0.818 D_fake: 0.869 (epoch: 280, iters: 1168, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.924 G_ID: 0.202 G_Rec: 0.383 D_GP: 0.078 D_real: 1.066 D_fake: 0.540 (epoch: 280, iters: 1568, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.666 G_ID: 0.136 G_Rec: 0.302 D_GP: 0.028 D_real: 1.303 D_fake: 0.633 (epoch: 280, iters: 1968, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.963 G_ID: 0.176 G_Rec: 0.441 D_GP: 0.207 D_real: 0.649 D_fake: 0.677 (epoch: 280, iters: 2368, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.787 G_ID: 0.145 G_Rec: 0.309 D_GP: 0.027 D_real: 0.871 D_fake: 0.886 (epoch: 280, iters: 2768, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.944 G_ID: 0.172 G_Rec: 0.430 D_GP: 0.044 D_real: 0.918 D_fake: 0.682 (epoch: 280, iters: 3168, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 1.021 G_ID: 0.132 G_Rec: 0.350 D_GP: 0.360 D_real: 0.416 D_fake: 0.722 (epoch: 280, iters: 3568, time: 0.064) G_GAN: -0.012 G_GAN_Feat: 1.043 G_ID: 0.173 G_Rec: 0.399 D_GP: 0.042 D_real: 0.545 D_fake: 1.012 (epoch: 280, iters: 3968, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.720 G_ID: 0.125 G_Rec: 0.272 D_GP: 0.028 D_real: 0.983 D_fake: 0.770 (epoch: 280, iters: 4368, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.747 G_ID: 0.183 G_Rec: 0.379 D_GP: 0.019 D_real: 1.070 D_fake: 0.703 (epoch: 280, iters: 4768, time: 0.064) G_GAN: 0.013 G_GAN_Feat: 0.601 G_ID: 0.118 G_Rec: 0.269 D_GP: 0.032 D_real: 0.946 D_fake: 0.987 (epoch: 280, iters: 5168, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.733 G_ID: 0.151 G_Rec: 0.330 D_GP: 0.023 D_real: 1.099 D_fake: 0.750 (epoch: 280, iters: 5568, time: 0.064) G_GAN: -0.002 G_GAN_Feat: 0.633 G_ID: 0.126 G_Rec: 0.294 D_GP: 0.021 D_real: 0.962 D_fake: 1.002 (epoch: 280, iters: 5968, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.875 G_ID: 0.173 G_Rec: 0.416 D_GP: 0.067 D_real: 0.933 D_fake: 0.695 (epoch: 280, iters: 6368, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.771 G_ID: 0.130 G_Rec: 0.343 D_GP: 0.029 D_real: 1.005 D_fake: 0.747 (epoch: 280, iters: 6768, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.849 G_ID: 0.173 G_Rec: 0.393 D_GP: 0.026 D_real: 1.177 D_fake: 0.617 (epoch: 280, iters: 7168, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.581 G_ID: 0.132 G_Rec: 0.247 D_GP: 0.022 D_real: 1.126 D_fake: 0.840 (epoch: 280, iters: 7568, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.830 G_ID: 0.168 G_Rec: 0.349 D_GP: 0.038 D_real: 0.942 D_fake: 0.819 (epoch: 280, iters: 7968, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.743 G_ID: 0.128 G_Rec: 0.299 D_GP: 0.044 D_real: 0.975 D_fake: 0.731 (epoch: 280, iters: 8368, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 1.089 G_ID: 0.174 G_Rec: 0.432 D_GP: 0.177 D_real: 0.297 D_fake: 0.703 (epoch: 281, iters: 160, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.629 G_ID: 0.116 G_Rec: 0.275 D_GP: 0.022 D_real: 1.210 D_fake: 0.719 (epoch: 281, iters: 560, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.846 G_ID: 0.175 G_Rec: 0.347 D_GP: 0.029 D_real: 1.018 D_fake: 0.645 (epoch: 281, iters: 960, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.727 G_ID: 0.135 G_Rec: 0.274 D_GP: 0.029 D_real: 0.964 D_fake: 0.790 (epoch: 281, iters: 1360, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 0.923 G_ID: 0.180 G_Rec: 0.399 D_GP: 0.028 D_real: 1.236 D_fake: 0.429 (epoch: 281, iters: 1760, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.701 G_ID: 0.133 G_Rec: 0.282 D_GP: 0.022 D_real: 1.167 D_fake: 0.676 (epoch: 281, iters: 2160, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.786 G_ID: 0.189 G_Rec: 0.355 D_GP: 0.021 D_real: 1.024 D_fake: 0.783 (epoch: 281, iters: 2560, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.650 G_ID: 0.133 G_Rec: 0.310 D_GP: 0.022 D_real: 1.073 D_fake: 0.905 (epoch: 281, iters: 2960, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.846 G_ID: 0.148 G_Rec: 0.385 D_GP: 0.058 D_real: 0.975 D_fake: 0.743 (epoch: 281, iters: 3360, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.645 G_ID: 0.113 G_Rec: 0.274 D_GP: 0.031 D_real: 1.137 D_fake: 0.724 (epoch: 281, iters: 3760, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.939 G_ID: 0.178 G_Rec: 0.409 D_GP: 0.076 D_real: 0.793 D_fake: 0.754 (epoch: 281, iters: 4160, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.797 G_ID: 0.136 G_Rec: 0.283 D_GP: 0.048 D_real: 0.601 D_fake: 0.847 (epoch: 281, iters: 4560, time: 0.064) G_GAN: 0.844 G_GAN_Feat: 0.932 G_ID: 0.148 G_Rec: 0.406 D_GP: 0.025 D_real: 1.586 D_fake: 0.203 (epoch: 281, iters: 4960, time: 0.064) G_GAN: -0.065 G_GAN_Feat: 0.661 G_ID: 0.149 G_Rec: 0.333 D_GP: 0.019 D_real: 0.863 D_fake: 1.065 (epoch: 281, iters: 5360, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.871 G_ID: 0.163 G_Rec: 0.376 D_GP: 0.024 D_real: 0.871 D_fake: 0.812 (epoch: 281, iters: 5760, time: 0.064) G_GAN: -0.009 G_GAN_Feat: 0.716 G_ID: 0.149 G_Rec: 0.330 D_GP: 0.045 D_real: 0.756 D_fake: 1.009 (epoch: 281, iters: 6160, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.844 G_ID: 0.165 G_Rec: 0.365 D_GP: 0.029 D_real: 1.031 D_fake: 0.744 (epoch: 281, iters: 6560, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.753 G_ID: 0.117 G_Rec: 0.315 D_GP: 0.031 D_real: 0.969 D_fake: 0.782 (epoch: 281, iters: 6960, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.916 G_ID: 0.164 G_Rec: 0.416 D_GP: 0.035 D_real: 1.073 D_fake: 0.527 (epoch: 281, iters: 7360, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.797 G_ID: 0.114 G_Rec: 0.333 D_GP: 0.033 D_real: 0.977 D_fake: 0.662 (epoch: 281, iters: 7760, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.864 G_ID: 0.156 G_Rec: 0.386 D_GP: 0.022 D_real: 1.196 D_fake: 0.564 (epoch: 281, iters: 8160, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.642 G_ID: 0.134 G_Rec: 0.281 D_GP: 0.020 D_real: 1.241 D_fake: 0.664 (epoch: 281, iters: 8560, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.877 G_ID: 0.169 G_Rec: 0.413 D_GP: 0.023 D_real: 1.132 D_fake: 0.665 (epoch: 282, iters: 352, time: 0.064) G_GAN: 0.050 G_GAN_Feat: 0.645 G_ID: 0.129 G_Rec: 0.282 D_GP: 0.023 D_real: 0.969 D_fake: 0.950 (epoch: 282, iters: 752, time: 0.064) G_GAN: -0.065 G_GAN_Feat: 0.836 G_ID: 0.194 G_Rec: 0.367 D_GP: 0.026 D_real: 0.768 D_fake: 1.065 (epoch: 282, iters: 1152, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.740 G_ID: 0.122 G_Rec: 0.288 D_GP: 0.028 D_real: 1.044 D_fake: 0.656 (epoch: 282, iters: 1552, time: 0.064) G_GAN: 0.667 G_GAN_Feat: 1.217 G_ID: 0.175 G_Rec: 0.497 D_GP: 0.052 D_real: 0.630 D_fake: 0.377 (epoch: 282, iters: 1952, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.845 G_ID: 0.132 G_Rec: 0.297 D_GP: 0.111 D_real: 0.491 D_fake: 0.858 (epoch: 282, iters: 2352, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.972 G_ID: 0.149 G_Rec: 0.371 D_GP: 0.021 D_real: 1.132 D_fake: 0.490 (epoch: 282, iters: 2752, time: 0.064) G_GAN: 0.008 G_GAN_Feat: 0.689 G_ID: 0.125 G_Rec: 0.307 D_GP: 0.028 D_real: 0.902 D_fake: 0.992 (epoch: 282, iters: 3152, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.797 G_ID: 0.171 G_Rec: 0.371 D_GP: 0.021 D_real: 1.099 D_fake: 0.737 (epoch: 282, iters: 3552, time: 0.064) G_GAN: -0.077 G_GAN_Feat: 0.685 G_ID: 0.135 G_Rec: 0.283 D_GP: 0.035 D_real: 0.853 D_fake: 1.077 (epoch: 282, iters: 3952, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 1.006 G_ID: 0.165 G_Rec: 0.394 D_GP: 0.050 D_real: 0.737 D_fake: 0.665 (epoch: 282, iters: 4352, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.635 G_ID: 0.148 G_Rec: 0.289 D_GP: 0.022 D_real: 1.152 D_fake: 0.792 (epoch: 282, iters: 4752, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.835 G_ID: 0.163 G_Rec: 0.351 D_GP: 0.030 D_real: 1.164 D_fake: 0.649 (epoch: 282, iters: 5152, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.740 G_ID: 0.116 G_Rec: 0.287 D_GP: 0.033 D_real: 0.920 D_fake: 0.827 (epoch: 282, iters: 5552, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.941 G_ID: 0.194 G_Rec: 0.371 D_GP: 0.068 D_real: 1.108 D_fake: 0.584 (epoch: 282, iters: 5952, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.774 G_ID: 0.131 G_Rec: 0.294 D_GP: 0.045 D_real: 1.189 D_fake: 0.632 (epoch: 282, iters: 6352, time: 0.064) G_GAN: 0.569 G_GAN_Feat: 1.026 G_ID: 0.165 G_Rec: 0.397 D_GP: 0.036 D_real: 0.847 D_fake: 0.441 (epoch: 282, iters: 6752, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.671 G_ID: 0.131 G_Rec: 0.319 D_GP: 0.021 D_real: 1.026 D_fake: 0.854 (epoch: 282, iters: 7152, time: 0.064) G_GAN: 0.149 G_GAN_Feat: 0.826 G_ID: 0.179 G_Rec: 0.397 D_GP: 0.029 D_real: 0.849 D_fake: 0.851 (epoch: 282, iters: 7552, time: 0.064) G_GAN: -0.072 G_GAN_Feat: 0.663 G_ID: 0.114 G_Rec: 0.304 D_GP: 0.054 D_real: 0.810 D_fake: 1.072 (epoch: 282, iters: 7952, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.838 G_ID: 0.172 G_Rec: 0.412 D_GP: 0.030 D_real: 1.019 D_fake: 0.724 (epoch: 282, iters: 8352, time: 0.064) G_GAN: 0.112 G_GAN_Feat: 0.781 G_ID: 0.120 G_Rec: 0.331 D_GP: 0.053 D_real: 0.766 D_fake: 0.888 (epoch: 283, iters: 144, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.925 G_ID: 0.169 G_Rec: 0.399 D_GP: 0.031 D_real: 1.060 D_fake: 0.602 (epoch: 283, iters: 544, time: 0.064) G_GAN: 0.097 G_GAN_Feat: 0.815 G_ID: 0.148 G_Rec: 0.312 D_GP: 0.046 D_real: 0.758 D_fake: 0.903 (epoch: 283, iters: 944, time: 0.064) G_GAN: 0.473 G_GAN_Feat: 0.845 G_ID: 0.136 G_Rec: 0.382 D_GP: 0.029 D_real: 1.152 D_fake: 0.531 (epoch: 283, iters: 1344, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.789 G_ID: 0.133 G_Rec: 0.350 D_GP: 0.063 D_real: 0.911 D_fake: 0.866 (epoch: 283, iters: 1744, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 1.041 G_ID: 0.158 G_Rec: 0.451 D_GP: 0.040 D_real: 0.818 D_fake: 0.579 (epoch: 283, iters: 2144, time: 0.064) G_GAN: 0.131 G_GAN_Feat: 0.850 G_ID: 0.122 G_Rec: 0.291 D_GP: 0.031 D_real: 0.599 D_fake: 0.870 (epoch: 283, iters: 2544, time: 0.064) G_GAN: 0.636 G_GAN_Feat: 0.836 G_ID: 0.187 G_Rec: 0.366 D_GP: 0.022 D_real: 1.366 D_fake: 0.406 (epoch: 283, iters: 2944, time: 0.064) G_GAN: 0.039 G_GAN_Feat: 0.780 G_ID: 0.152 G_Rec: 0.287 D_GP: 0.026 D_real: 0.782 D_fake: 0.961 (epoch: 283, iters: 3344, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.847 G_ID: 0.161 G_Rec: 0.373 D_GP: 0.029 D_real: 1.100 D_fake: 0.615 (epoch: 283, iters: 3744, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.651 G_ID: 0.142 G_Rec: 0.326 D_GP: 0.019 D_real: 1.086 D_fake: 0.831 (epoch: 283, iters: 4144, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.935 G_ID: 0.154 G_Rec: 0.375 D_GP: 0.054 D_real: 0.614 D_fake: 0.801 (epoch: 283, iters: 4544, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.830 G_ID: 0.150 G_Rec: 0.320 D_GP: 0.039 D_real: 1.029 D_fake: 0.592 (epoch: 283, iters: 4944, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.813 G_ID: 0.178 G_Rec: 0.385 D_GP: 0.021 D_real: 1.201 D_fake: 0.637 (epoch: 283, iters: 5344, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.572 G_ID: 0.111 G_Rec: 0.288 D_GP: 0.018 D_real: 1.320 D_fake: 0.658 (epoch: 283, iters: 5744, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.851 G_ID: 0.166 G_Rec: 0.378 D_GP: 0.021 D_real: 1.217 D_fake: 0.605 (epoch: 283, iters: 6144, time: 0.064) G_GAN: 0.089 G_GAN_Feat: 0.696 G_ID: 0.110 G_Rec: 0.314 D_GP: 0.027 D_real: 0.909 D_fake: 0.911 (epoch: 283, iters: 6544, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.878 G_ID: 0.184 G_Rec: 0.409 D_GP: 0.024 D_real: 1.097 D_fake: 0.663 (epoch: 283, iters: 6944, time: 0.064) G_GAN: 0.071 G_GAN_Feat: 0.627 G_ID: 0.165 G_Rec: 0.306 D_GP: 0.019 D_real: 1.034 D_fake: 0.929 (epoch: 283, iters: 7344, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.820 G_ID: 0.160 G_Rec: 0.388 D_GP: 0.024 D_real: 1.075 D_fake: 0.651 (epoch: 283, iters: 7744, time: 0.064) G_GAN: 0.165 G_GAN_Feat: 0.682 G_ID: 0.134 G_Rec: 0.309 D_GP: 0.030 D_real: 1.040 D_fake: 0.835 (epoch: 283, iters: 8144, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.900 G_ID: 0.160 G_Rec: 0.391 D_GP: 0.028 D_real: 1.111 D_fake: 0.578 (epoch: 283, iters: 8544, time: 0.064) G_GAN: 0.051 G_GAN_Feat: 0.783 G_ID: 0.125 G_Rec: 0.296 D_GP: 0.036 D_real: 0.845 D_fake: 0.952 (epoch: 284, iters: 336, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 0.843 G_ID: 0.148 G_Rec: 0.376 D_GP: 0.025 D_real: 1.207 D_fake: 0.500 (epoch: 284, iters: 736, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.659 G_ID: 0.127 G_Rec: 0.272 D_GP: 0.020 D_real: 1.094 D_fake: 0.771 (epoch: 284, iters: 1136, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.895 G_ID: 0.169 G_Rec: 0.352 D_GP: 0.028 D_real: 1.216 D_fake: 0.632 (epoch: 284, iters: 1536, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.681 G_ID: 0.118 G_Rec: 0.281 D_GP: 0.022 D_real: 1.152 D_fake: 0.768 (epoch: 284, iters: 1936, time: 0.064) G_GAN: 0.528 G_GAN_Feat: 0.818 G_ID: 0.153 G_Rec: 0.369 D_GP: 0.022 D_real: 1.327 D_fake: 0.484 (epoch: 284, iters: 2336, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.585 G_ID: 0.121 G_Rec: 0.279 D_GP: 0.016 D_real: 1.087 D_fake: 0.846 (epoch: 284, iters: 2736, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.804 G_ID: 0.148 G_Rec: 0.374 D_GP: 0.025 D_real: 1.014 D_fake: 0.711 (epoch: 284, iters: 3136, time: 0.064) G_GAN: 0.050 G_GAN_Feat: 0.765 G_ID: 0.142 G_Rec: 0.305 D_GP: 0.038 D_real: 0.622 D_fake: 0.950 (epoch: 284, iters: 3536, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.886 G_ID: 0.156 G_Rec: 0.389 D_GP: 0.033 D_real: 0.929 D_fake: 0.687 (epoch: 284, iters: 3936, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.692 G_ID: 0.107 G_Rec: 0.266 D_GP: 0.024 D_real: 1.089 D_fake: 0.784 (epoch: 284, iters: 4336, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.856 G_ID: 0.164 G_Rec: 0.367 D_GP: 0.028 D_real: 0.990 D_fake: 0.786 (epoch: 284, iters: 4736, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 0.872 G_ID: 0.130 G_Rec: 0.353 D_GP: 0.154 D_real: 0.446 D_fake: 0.906 (epoch: 284, iters: 5136, time: 0.064) G_GAN: 0.548 G_GAN_Feat: 0.975 G_ID: 0.144 G_Rec: 0.396 D_GP: 0.026 D_real: 1.228 D_fake: 0.470 (epoch: 284, iters: 5536, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.905 G_ID: 0.176 G_Rec: 0.378 D_GP: 0.030 D_real: 0.699 D_fake: 0.806 (epoch: 284, iters: 5936, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.921 G_ID: 0.151 G_Rec: 0.397 D_GP: 0.030 D_real: 0.956 D_fake: 0.752 (epoch: 284, iters: 6336, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.715 G_ID: 0.104 G_Rec: 0.270 D_GP: 0.029 D_real: 1.010 D_fake: 0.775 (epoch: 284, iters: 6736, time: 0.064) G_GAN: 0.705 G_GAN_Feat: 0.962 G_ID: 0.161 G_Rec: 0.454 D_GP: 0.032 D_real: 1.379 D_fake: 0.400 (epoch: 284, iters: 7136, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.643 G_ID: 0.117 G_Rec: 0.254 D_GP: 0.025 D_real: 1.325 D_fake: 0.641 (epoch: 284, iters: 7536, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.940 G_ID: 0.150 G_Rec: 0.406 D_GP: 0.049 D_real: 1.188 D_fake: 0.595 (epoch: 284, iters: 7936, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.657 G_ID: 0.126 G_Rec: 0.287 D_GP: 0.021 D_real: 1.076 D_fake: 0.833 (epoch: 284, iters: 8336, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.891 G_ID: 0.147 G_Rec: 0.402 D_GP: 0.044 D_real: 1.131 D_fake: 0.524 (epoch: 285, iters: 128, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 0.786 G_ID: 0.138 G_Rec: 0.292 D_GP: 0.034 D_real: 1.082 D_fake: 0.591 (epoch: 285, iters: 528, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.905 G_ID: 0.161 G_Rec: 0.352 D_GP: 0.033 D_real: 1.030 D_fake: 0.501 (epoch: 285, iters: 928, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.856 G_ID: 0.116 G_Rec: 0.322 D_GP: 0.038 D_real: 0.746 D_fake: 0.642 (epoch: 285, iters: 1328, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 0.742 G_ID: 0.159 G_Rec: 0.474 D_GP: 0.019 D_real: 1.232 D_fake: 0.590 (epoch: 285, iters: 1728, time: 0.064) G_GAN: -0.022 G_GAN_Feat: 0.610 G_ID: 0.142 G_Rec: 0.282 D_GP: 0.020 D_real: 0.917 D_fake: 1.022 (epoch: 285, iters: 2128, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.806 G_ID: 0.147 G_Rec: 0.361 D_GP: 0.025 D_real: 1.203 D_fake: 0.565 (epoch: 285, iters: 2528, time: 0.064) G_GAN: -0.081 G_GAN_Feat: 0.669 G_ID: 0.127 G_Rec: 0.298 D_GP: 0.023 D_real: 0.833 D_fake: 1.081 (epoch: 285, iters: 2928, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.834 G_ID: 0.155 G_Rec: 0.379 D_GP: 0.026 D_real: 1.107 D_fake: 0.615 (epoch: 285, iters: 3328, time: 0.064) G_GAN: 0.028 G_GAN_Feat: 0.714 G_ID: 0.117 G_Rec: 0.297 D_GP: 0.037 D_real: 0.766 D_fake: 0.972 (epoch: 285, iters: 3728, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 1.061 G_ID: 0.163 G_Rec: 0.439 D_GP: 0.199 D_real: 0.637 D_fake: 0.566 (epoch: 285, iters: 4128, time: 0.064) G_GAN: 0.089 G_GAN_Feat: 0.717 G_ID: 0.106 G_Rec: 0.307 D_GP: 0.022 D_real: 0.927 D_fake: 0.911 (epoch: 285, iters: 4528, time: 0.064) G_GAN: 0.586 G_GAN_Feat: 0.910 G_ID: 0.179 G_Rec: 0.407 D_GP: 0.033 D_real: 1.094 D_fake: 0.456 (epoch: 285, iters: 4928, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.640 G_ID: 0.124 G_Rec: 0.311 D_GP: 0.019 D_real: 1.310 D_fake: 0.696 (epoch: 285, iters: 5328, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.814 G_ID: 0.174 G_Rec: 0.363 D_GP: 0.024 D_real: 1.216 D_fake: 0.605 (epoch: 285, iters: 5728, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.734 G_ID: 0.135 G_Rec: 0.296 D_GP: 0.048 D_real: 0.947 D_fake: 0.788 (epoch: 285, iters: 6128, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.919 G_ID: 0.160 G_Rec: 0.411 D_GP: 0.031 D_real: 0.907 D_fake: 0.612 (epoch: 285, iters: 6528, time: 0.064) G_GAN: -0.023 G_GAN_Feat: 0.705 G_ID: 0.110 G_Rec: 0.288 D_GP: 0.023 D_real: 0.835 D_fake: 1.023 (epoch: 285, iters: 6928, time: 0.064) G_GAN: 0.697 G_GAN_Feat: 0.866 G_ID: 0.156 G_Rec: 0.380 D_GP: 0.024 D_real: 1.479 D_fake: 0.318 (epoch: 285, iters: 7328, time: 0.064) G_GAN: -0.066 G_GAN_Feat: 0.614 G_ID: 0.149 G_Rec: 0.294 D_GP: 0.025 D_real: 1.015 D_fake: 1.066 (epoch: 285, iters: 7728, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.753 G_ID: 0.154 G_Rec: 0.397 D_GP: 0.033 D_real: 0.968 D_fake: 0.821 (epoch: 285, iters: 8128, time: 0.064) G_GAN: 0.103 G_GAN_Feat: 0.604 G_ID: 0.125 G_Rec: 0.289 D_GP: 0.028 D_real: 1.009 D_fake: 0.897 (epoch: 285, iters: 8528, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.806 G_ID: 0.169 G_Rec: 0.382 D_GP: 0.029 D_real: 1.196 D_fake: 0.599 (epoch: 286, iters: 320, time: 0.064) G_GAN: 0.043 G_GAN_Feat: 0.733 G_ID: 0.114 G_Rec: 0.316 D_GP: 0.288 D_real: 0.617 D_fake: 0.958 (epoch: 286, iters: 720, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.851 G_ID: 0.153 G_Rec: 0.416 D_GP: 0.025 D_real: 0.967 D_fake: 0.670 (epoch: 286, iters: 1120, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.631 G_ID: 0.138 G_Rec: 0.284 D_GP: 0.019 D_real: 1.163 D_fake: 0.765 (epoch: 286, iters: 1520, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.790 G_ID: 0.168 G_Rec: 0.344 D_GP: 0.024 D_real: 1.114 D_fake: 0.628 (epoch: 286, iters: 1920, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.755 G_ID: 0.147 G_Rec: 0.337 D_GP: 0.022 D_real: 1.340 D_fake: 0.587 (epoch: 286, iters: 2320, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.642 G_ID: 0.146 G_Rec: 0.320 D_GP: 0.017 D_real: 1.143 D_fake: 0.666 (epoch: 286, iters: 2720, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.573 G_ID: 0.135 G_Rec: 0.288 D_GP: 0.018 D_real: 1.109 D_fake: 0.816 (epoch: 286, iters: 3120, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.709 G_ID: 0.153 G_Rec: 0.345 D_GP: 0.021 D_real: 1.091 D_fake: 0.650 (epoch: 286, iters: 3520, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.649 G_ID: 0.120 G_Rec: 0.314 D_GP: 0.034 D_real: 1.160 D_fake: 0.700 (epoch: 286, iters: 3920, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.765 G_ID: 0.158 G_Rec: 0.371 D_GP: 0.041 D_real: 1.029 D_fake: 0.765 (epoch: 286, iters: 4320, time: 0.064) G_GAN: 0.061 G_GAN_Feat: 0.622 G_ID: 0.133 G_Rec: 0.302 D_GP: 0.029 D_real: 0.917 D_fake: 0.939 (epoch: 286, iters: 4720, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.891 G_ID: 0.162 G_Rec: 0.386 D_GP: 0.072 D_real: 1.123 D_fake: 0.532 (epoch: 286, iters: 5120, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.685 G_ID: 0.116 G_Rec: 0.290 D_GP: 0.054 D_real: 0.887 D_fake: 0.917 (epoch: 286, iters: 5520, time: 0.064) G_GAN: 0.520 G_GAN_Feat: 0.881 G_ID: 0.161 G_Rec: 0.403 D_GP: 0.022 D_real: 1.201 D_fake: 0.487 (epoch: 286, iters: 5920, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 0.699 G_ID: 0.149 G_Rec: 0.304 D_GP: 0.082 D_real: 0.851 D_fake: 0.871 (epoch: 286, iters: 6320, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.888 G_ID: 0.155 G_Rec: 0.393 D_GP: 0.040 D_real: 1.004 D_fake: 0.544 (epoch: 286, iters: 6720, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.650 G_ID: 0.116 G_Rec: 0.295 D_GP: 0.020 D_real: 1.207 D_fake: 0.741 (epoch: 286, iters: 7120, time: 0.064) G_GAN: -0.019 G_GAN_Feat: 0.840 G_ID: 0.161 G_Rec: 0.412 D_GP: 0.036 D_real: 0.804 D_fake: 1.019 (epoch: 286, iters: 7520, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.636 G_ID: 0.148 G_Rec: 0.271 D_GP: 0.025 D_real: 0.991 D_fake: 0.918 (epoch: 286, iters: 7920, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.772 G_ID: 0.173 G_Rec: 0.340 D_GP: 0.022 D_real: 1.193 D_fake: 0.607 (epoch: 286, iters: 8320, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.729 G_ID: 0.120 G_Rec: 0.290 D_GP: 0.030 D_real: 1.037 D_fake: 0.885 (epoch: 287, iters: 112, time: 0.064) G_GAN: 0.706 G_GAN_Feat: 0.952 G_ID: 0.117 G_Rec: 0.402 D_GP: 0.032 D_real: 1.213 D_fake: 0.310 (epoch: 287, iters: 512, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.666 G_ID: 0.115 G_Rec: 0.290 D_GP: 0.018 D_real: 1.076 D_fake: 0.878 (epoch: 287, iters: 912, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.787 G_ID: 0.141 G_Rec: 0.360 D_GP: 0.022 D_real: 1.035 D_fake: 0.664 (epoch: 287, iters: 1312, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.891 G_ID: 0.130 G_Rec: 0.319 D_GP: 0.028 D_real: 1.391 D_fake: 0.676 (epoch: 287, iters: 1712, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 0.898 G_ID: 0.149 G_Rec: 0.387 D_GP: 0.022 D_real: 1.277 D_fake: 0.458 (epoch: 287, iters: 2112, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.691 G_ID: 0.117 G_Rec: 0.308 D_GP: 0.024 D_real: 1.151 D_fake: 0.726 (epoch: 287, iters: 2512, time: 0.064) G_GAN: 0.640 G_GAN_Feat: 0.993 G_ID: 0.164 G_Rec: 0.397 D_GP: 0.040 D_real: 1.085 D_fake: 0.451 (epoch: 287, iters: 2912, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.676 G_ID: 0.118 G_Rec: 0.316 D_GP: 0.018 D_real: 1.081 D_fake: 0.833 (epoch: 287, iters: 3312, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 0.838 G_ID: 0.159 G_Rec: 0.384 D_GP: 0.020 D_real: 1.274 D_fake: 0.464 (epoch: 287, iters: 3712, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.761 G_ID: 0.138 G_Rec: 0.378 D_GP: 0.077 D_real: 0.827 D_fake: 0.989 (epoch: 287, iters: 4112, time: 0.064) G_GAN: 0.778 G_GAN_Feat: 0.796 G_ID: 0.165 G_Rec: 0.376 D_GP: 0.021 D_real: 1.519 D_fake: 0.261 (epoch: 287, iters: 4512, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.629 G_ID: 0.128 G_Rec: 0.269 D_GP: 0.023 D_real: 1.353 D_fake: 0.589 (epoch: 287, iters: 4912, time: 0.064) G_GAN: 0.430 G_GAN_Feat: 0.763 G_ID: 0.155 G_Rec: 0.350 D_GP: 0.023 D_real: 1.231 D_fake: 0.573 (epoch: 287, iters: 5312, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.720 G_ID: 0.124 G_Rec: 0.302 D_GP: 0.039 D_real: 0.870 D_fake: 0.894 (epoch: 287, iters: 5712, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 1.019 G_ID: 0.183 G_Rec: 0.437 D_GP: 0.142 D_real: 0.496 D_fake: 0.835 (epoch: 287, iters: 6112, time: 0.064) G_GAN: 0.156 G_GAN_Feat: 0.815 G_ID: 0.121 G_Rec: 0.324 D_GP: 0.099 D_real: 0.780 D_fake: 0.846 (epoch: 287, iters: 6512, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.939 G_ID: 0.164 G_Rec: 0.404 D_GP: 0.053 D_real: 0.624 D_fake: 0.684 (epoch: 287, iters: 6912, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.686 G_ID: 0.115 G_Rec: 0.302 D_GP: 0.016 D_real: 1.234 D_fake: 0.716 (epoch: 287, iters: 7312, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.956 G_ID: 0.165 G_Rec: 0.446 D_GP: 0.054 D_real: 1.078 D_fake: 0.537 (epoch: 287, iters: 7712, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.734 G_ID: 0.122 G_Rec: 0.319 D_GP: 0.044 D_real: 0.903 D_fake: 0.941 (epoch: 287, iters: 8112, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.882 G_ID: 0.178 G_Rec: 0.436 D_GP: 0.024 D_real: 1.082 D_fake: 0.799 (epoch: 287, iters: 8512, time: 0.064) G_GAN: 0.026 G_GAN_Feat: 0.701 G_ID: 0.164 G_Rec: 0.274 D_GP: 0.040 D_real: 0.820 D_fake: 0.974 (epoch: 288, iters: 304, time: 0.064) G_GAN: 0.520 G_GAN_Feat: 1.012 G_ID: 0.143 G_Rec: 0.482 D_GP: 0.054 D_real: 0.883 D_fake: 0.488 (epoch: 288, iters: 704, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.658 G_ID: 0.114 G_Rec: 0.269 D_GP: 0.027 D_real: 1.147 D_fake: 0.744 (epoch: 288, iters: 1104, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.947 G_ID: 0.142 G_Rec: 0.422 D_GP: 0.038 D_real: 0.610 D_fake: 0.799 (epoch: 288, iters: 1504, time: 0.064) G_GAN: 0.056 G_GAN_Feat: 0.598 G_ID: 0.151 G_Rec: 0.299 D_GP: 0.022 D_real: 1.030 D_fake: 0.944 (epoch: 288, iters: 1904, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.837 G_ID: 0.158 G_Rec: 0.402 D_GP: 0.027 D_real: 1.042 D_fake: 0.691 (epoch: 288, iters: 2304, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.703 G_ID: 0.146 G_Rec: 0.332 D_GP: 0.051 D_real: 1.002 D_fake: 0.805 (epoch: 288, iters: 2704, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.937 G_ID: 0.149 G_Rec: 0.431 D_GP: 0.050 D_real: 1.027 D_fake: 0.543 (epoch: 288, iters: 3104, time: 0.064) G_GAN: 0.005 G_GAN_Feat: 0.804 G_ID: 0.119 G_Rec: 0.333 D_GP: 0.198 D_real: 0.625 D_fake: 0.995 (epoch: 288, iters: 3504, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.985 G_ID: 0.156 G_Rec: 0.444 D_GP: 0.061 D_real: 0.870 D_fake: 0.606 (epoch: 288, iters: 3904, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.657 G_ID: 0.124 G_Rec: 0.297 D_GP: 0.031 D_real: 1.121 D_fake: 0.704 (epoch: 288, iters: 4304, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.921 G_ID: 0.155 G_Rec: 0.377 D_GP: 0.032 D_real: 1.022 D_fake: 0.535 (epoch: 288, iters: 4704, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.703 G_ID: 0.136 G_Rec: 0.295 D_GP: 0.039 D_real: 1.000 D_fake: 0.685 (epoch: 288, iters: 5104, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.819 G_ID: 0.165 G_Rec: 0.371 D_GP: 0.034 D_real: 1.008 D_fake: 0.678 (epoch: 288, iters: 5504, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.740 G_ID: 0.148 G_Rec: 0.369 D_GP: 0.035 D_real: 0.856 D_fake: 0.781 (epoch: 288, iters: 5904, time: 0.064) G_GAN: 0.594 G_GAN_Feat: 0.876 G_ID: 0.195 G_Rec: 0.389 D_GP: 0.023 D_real: 1.315 D_fake: 0.425 (epoch: 288, iters: 6304, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.666 G_ID: 0.130 G_Rec: 0.290 D_GP: 0.031 D_real: 1.092 D_fake: 0.785 (epoch: 288, iters: 6704, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 0.848 G_ID: 0.158 G_Rec: 0.365 D_GP: 0.030 D_real: 1.071 D_fake: 0.520 (epoch: 288, iters: 7104, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.869 G_ID: 0.134 G_Rec: 0.303 D_GP: 0.631 D_real: 0.472 D_fake: 0.707 (epoch: 288, iters: 7504, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 1.075 G_ID: 0.181 G_Rec: 0.457 D_GP: 0.277 D_real: 0.454 D_fake: 0.642 (epoch: 288, iters: 7904, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.791 G_ID: 0.142 G_Rec: 0.330 D_GP: 0.027 D_real: 1.010 D_fake: 0.753 (epoch: 288, iters: 8304, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.982 G_ID: 0.157 G_Rec: 0.434 D_GP: 0.024 D_real: 0.927 D_fake: 0.694 (epoch: 289, iters: 96, time: 0.064) G_GAN: -0.114 G_GAN_Feat: 0.674 G_ID: 0.142 G_Rec: 0.281 D_GP: 0.031 D_real: 0.832 D_fake: 1.114 (epoch: 289, iters: 496, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 1.056 G_ID: 0.172 G_Rec: 0.433 D_GP: 0.034 D_real: 1.343 D_fake: 0.586 (epoch: 289, iters: 896, time: 0.064) G_GAN: -0.011 G_GAN_Feat: 0.640 G_ID: 0.131 G_Rec: 0.282 D_GP: 0.032 D_real: 0.942 D_fake: 1.011 (epoch: 289, iters: 1296, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.780 G_ID: 0.173 G_Rec: 0.364 D_GP: 0.021 D_real: 1.103 D_fake: 0.693 (epoch: 289, iters: 1696, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.561 G_ID: 0.103 G_Rec: 0.282 D_GP: 0.021 D_real: 1.079 D_fake: 0.856 (epoch: 289, iters: 2096, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.737 G_ID: 0.173 G_Rec: 0.372 D_GP: 0.022 D_real: 1.067 D_fake: 0.729 (epoch: 289, iters: 2496, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.595 G_ID: 0.128 G_Rec: 0.274 D_GP: 0.021 D_real: 1.055 D_fake: 0.877 (epoch: 289, iters: 2896, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 0.757 G_ID: 0.170 G_Rec: 0.398 D_GP: 0.025 D_real: 1.126 D_fake: 0.626 (epoch: 289, iters: 3296, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.733 G_ID: 0.126 G_Rec: 0.308 D_GP: 0.035 D_real: 1.083 D_fake: 0.805 (epoch: 289, iters: 3696, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.851 G_ID: 0.150 G_Rec: 0.392 D_GP: 0.022 D_real: 1.197 D_fake: 0.545 (epoch: 289, iters: 4096, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.923 G_ID: 0.127 G_Rec: 0.318 D_GP: 0.084 D_real: 0.898 D_fake: 0.893 (epoch: 289, iters: 4496, time: 0.064) G_GAN: 0.819 G_GAN_Feat: 0.880 G_ID: 0.158 G_Rec: 0.353 D_GP: 0.049 D_real: 1.361 D_fake: 0.252 (epoch: 289, iters: 4896, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.857 G_ID: 0.128 G_Rec: 0.304 D_GP: 0.092 D_real: 0.628 D_fake: 0.704 (epoch: 289, iters: 5296, time: 0.064) G_GAN: 0.659 G_GAN_Feat: 0.862 G_ID: 0.137 G_Rec: 0.392 D_GP: 0.022 D_real: 1.377 D_fake: 0.357 (epoch: 289, iters: 5696, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.614 G_ID: 0.115 G_Rec: 0.264 D_GP: 0.020 D_real: 1.076 D_fake: 0.885 (epoch: 289, iters: 6096, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.845 G_ID: 0.158 G_Rec: 0.402 D_GP: 0.032 D_real: 1.067 D_fake: 0.669 (epoch: 289, iters: 6496, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.667 G_ID: 0.122 G_Rec: 0.276 D_GP: 0.026 D_real: 1.102 D_fake: 0.774 (epoch: 289, iters: 6896, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.911 G_ID: 0.177 G_Rec: 0.373 D_GP: 0.036 D_real: 0.836 D_fake: 0.751 (epoch: 289, iters: 7296, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.744 G_ID: 0.134 G_Rec: 0.280 D_GP: 0.029 D_real: 1.198 D_fake: 0.703 (epoch: 289, iters: 7696, time: 0.064) G_GAN: 0.637 G_GAN_Feat: 0.970 G_ID: 0.198 G_Rec: 0.400 D_GP: 0.038 D_real: 1.201 D_fake: 0.424 (epoch: 289, iters: 8096, time: 0.064) G_GAN: -0.038 G_GAN_Feat: 0.851 G_ID: 0.119 G_Rec: 0.318 D_GP: 0.038 D_real: 0.604 D_fake: 1.038 (epoch: 289, iters: 8496, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.986 G_ID: 0.175 G_Rec: 0.383 D_GP: 0.080 D_real: 0.623 D_fake: 0.567 (epoch: 290, iters: 288, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.648 G_ID: 0.126 G_Rec: 0.302 D_GP: 0.023 D_real: 1.065 D_fake: 0.893 (epoch: 290, iters: 688, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.999 G_ID: 0.145 G_Rec: 0.450 D_GP: 0.046 D_real: 0.994 D_fake: 0.648 (epoch: 290, iters: 1088, time: 0.064) G_GAN: 0.101 G_GAN_Feat: 0.634 G_ID: 0.122 G_Rec: 0.237 D_GP: 0.024 D_real: 1.106 D_fake: 0.899 (epoch: 290, iters: 1488, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.879 G_ID: 0.143 G_Rec: 0.425 D_GP: 0.022 D_real: 0.810 D_fake: 0.918 (epoch: 290, iters: 1888, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.684 G_ID: 0.119 G_Rec: 0.272 D_GP: 0.027 D_real: 1.121 D_fake: 0.828 (epoch: 290, iters: 2288, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 0.897 G_ID: 0.167 G_Rec: 0.424 D_GP: 0.034 D_real: 1.117 D_fake: 0.546 (epoch: 290, iters: 2688, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.636 G_ID: 0.116 G_Rec: 0.292 D_GP: 0.028 D_real: 1.224 D_fake: 0.681 (epoch: 290, iters: 3088, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 0.780 G_ID: 0.156 G_Rec: 0.357 D_GP: 0.024 D_real: 1.272 D_fake: 0.495 (epoch: 290, iters: 3488, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 0.777 G_ID: 0.121 G_Rec: 0.289 D_GP: 0.026 D_real: 1.354 D_fake: 0.546 (epoch: 290, iters: 3888, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 1.113 G_ID: 0.167 G_Rec: 0.448 D_GP: 0.335 D_real: 0.462 D_fake: 0.689 (epoch: 290, iters: 4288, time: 0.064) G_GAN: 0.341 G_GAN_Feat: 0.547 G_ID: 0.122 G_Rec: 0.272 D_GP: 0.017 D_real: 1.319 D_fake: 0.659 (epoch: 290, iters: 4688, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.836 G_ID: 0.166 G_Rec: 0.448 D_GP: 0.025 D_real: 1.093 D_fake: 0.589 (epoch: 290, iters: 5088, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.583 G_ID: 0.121 G_Rec: 0.276 D_GP: 0.021 D_real: 1.102 D_fake: 0.864 (epoch: 290, iters: 5488, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.795 G_ID: 0.151 G_Rec: 0.397 D_GP: 0.024 D_real: 1.025 D_fake: 0.762 (epoch: 290, iters: 5888, time: 0.064) G_GAN: 0.057 G_GAN_Feat: 0.685 G_ID: 0.137 G_Rec: 0.302 D_GP: 0.043 D_real: 0.836 D_fake: 0.943 (epoch: 290, iters: 6288, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.829 G_ID: 0.153 G_Rec: 0.391 D_GP: 0.026 D_real: 1.071 D_fake: 0.648 (epoch: 290, iters: 6688, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.673 G_ID: 0.128 G_Rec: 0.309 D_GP: 0.038 D_real: 1.065 D_fake: 0.765 (epoch: 290, iters: 7088, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.781 G_ID: 0.146 G_Rec: 0.353 D_GP: 0.027 D_real: 1.094 D_fake: 0.714 (epoch: 290, iters: 7488, time: 0.064) G_GAN: 0.204 G_GAN_Feat: 0.682 G_ID: 0.128 G_Rec: 0.318 D_GP: 0.133 D_real: 0.873 D_fake: 0.797 (epoch: 290, iters: 7888, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.850 G_ID: 0.177 G_Rec: 0.363 D_GP: 0.035 D_real: 1.050 D_fake: 0.671 (epoch: 290, iters: 8288, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.637 G_ID: 0.120 G_Rec: 0.318 D_GP: 0.024 D_real: 1.207 D_fake: 0.747 (epoch: 291, iters: 80, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 1.008 G_ID: 0.138 G_Rec: 0.430 D_GP: 0.116 D_real: 0.556 D_fake: 0.683 (epoch: 291, iters: 480, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.664 G_ID: 0.097 G_Rec: 0.242 D_GP: 0.026 D_real: 1.169 D_fake: 0.773 (epoch: 291, iters: 880, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.756 G_ID: 0.147 G_Rec: 0.381 D_GP: 0.020 D_real: 1.281 D_fake: 0.541 (epoch: 291, iters: 1280, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.665 G_ID: 0.123 G_Rec: 0.301 D_GP: 0.037 D_real: 1.010 D_fake: 0.879 (epoch: 291, iters: 1680, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 0.728 G_ID: 0.168 G_Rec: 0.341 D_GP: 0.030 D_real: 0.985 D_fake: 0.818 (epoch: 291, iters: 2080, time: 0.064) G_GAN: 0.148 G_GAN_Feat: 0.857 G_ID: 0.138 G_Rec: 0.342 D_GP: 0.068 D_real: 0.698 D_fake: 0.852 (epoch: 291, iters: 2480, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.846 G_ID: 0.151 G_Rec: 0.419 D_GP: 0.022 D_real: 1.219 D_fake: 0.500 (epoch: 291, iters: 2880, time: 0.064) G_GAN: 0.108 G_GAN_Feat: 0.854 G_ID: 0.124 G_Rec: 0.327 D_GP: 0.234 D_real: 0.597 D_fake: 0.892 (epoch: 291, iters: 3280, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.878 G_ID: 0.150 G_Rec: 0.368 D_GP: 0.022 D_real: 1.126 D_fake: 0.581 (epoch: 291, iters: 3680, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.756 G_ID: 0.122 G_Rec: 0.299 D_GP: 0.091 D_real: 0.761 D_fake: 0.736 (epoch: 291, iters: 4080, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.867 G_ID: 0.170 G_Rec: 0.383 D_GP: 0.030 D_real: 1.002 D_fake: 0.790 (epoch: 291, iters: 4480, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.807 G_ID: 0.107 G_Rec: 0.312 D_GP: 0.054 D_real: 0.757 D_fake: 0.785 (epoch: 291, iters: 4880, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 1.092 G_ID: 0.162 G_Rec: 0.402 D_GP: 0.113 D_real: 0.423 D_fake: 0.660 (epoch: 291, iters: 5280, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.596 G_ID: 0.117 G_Rec: 0.245 D_GP: 0.017 D_real: 1.262 D_fake: 0.699 (epoch: 291, iters: 5680, time: 0.064) G_GAN: 0.509 G_GAN_Feat: 0.814 G_ID: 0.161 G_Rec: 0.402 D_GP: 0.020 D_real: 1.247 D_fake: 0.504 (epoch: 291, iters: 6080, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.631 G_ID: 0.127 G_Rec: 0.284 D_GP: 0.023 D_real: 1.107 D_fake: 0.846 (epoch: 291, iters: 6480, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.815 G_ID: 0.207 G_Rec: 0.343 D_GP: 0.027 D_real: 0.927 D_fake: 0.908 (epoch: 291, iters: 6880, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.726 G_ID: 0.113 G_Rec: 0.269 D_GP: 0.038 D_real: 1.199 D_fake: 0.632 (epoch: 291, iters: 7280, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.898 G_ID: 0.155 G_Rec: 0.404 D_GP: 0.027 D_real: 0.913 D_fake: 0.715 (epoch: 291, iters: 7680, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.724 G_ID: 0.107 G_Rec: 0.288 D_GP: 0.122 D_real: 0.895 D_fake: 0.776 (epoch: 291, iters: 8080, time: 0.064) G_GAN: 0.599 G_GAN_Feat: 0.838 G_ID: 0.163 G_Rec: 0.400 D_GP: 0.019 D_real: 1.389 D_fake: 0.405 (epoch: 291, iters: 8480, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.739 G_ID: 0.116 G_Rec: 0.304 D_GP: 0.055 D_real: 1.102 D_fake: 0.812 (epoch: 292, iters: 272, time: 0.064) G_GAN: 0.580 G_GAN_Feat: 1.096 G_ID: 0.182 G_Rec: 0.414 D_GP: 0.101 D_real: 0.396 D_fake: 0.448 (epoch: 292, iters: 672, time: 0.064) G_GAN: 0.488 G_GAN_Feat: 0.658 G_ID: 0.117 G_Rec: 0.259 D_GP: 0.021 D_real: 1.439 D_fake: 0.597 (epoch: 292, iters: 1072, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.797 G_ID: 0.182 G_Rec: 0.378 D_GP: 0.020 D_real: 1.375 D_fake: 0.475 (epoch: 292, iters: 1472, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.637 G_ID: 0.106 G_Rec: 0.277 D_GP: 0.019 D_real: 1.174 D_fake: 0.761 (epoch: 292, iters: 1872, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.916 G_ID: 0.170 G_Rec: 0.386 D_GP: 0.117 D_real: 0.739 D_fake: 0.791 (epoch: 292, iters: 2272, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.771 G_ID: 0.138 G_Rec: 0.313 D_GP: 0.047 D_real: 0.963 D_fake: 0.668 (epoch: 292, iters: 2672, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 0.984 G_ID: 0.149 G_Rec: 0.429 D_GP: 0.039 D_real: 1.132 D_fake: 0.529 (epoch: 292, iters: 3072, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.727 G_ID: 0.161 G_Rec: 0.269 D_GP: 0.024 D_real: 1.223 D_fake: 0.705 (epoch: 292, iters: 3472, time: 0.064) G_GAN: 0.042 G_GAN_Feat: 0.833 G_ID: 0.161 G_Rec: 0.365 D_GP: 0.022 D_real: 0.943 D_fake: 0.958 (epoch: 292, iters: 3872, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.645 G_ID: 0.116 G_Rec: 0.280 D_GP: 0.023 D_real: 1.059 D_fake: 0.854 (epoch: 292, iters: 4272, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.665 G_ID: 0.148 G_Rec: 0.330 D_GP: 0.019 D_real: 1.281 D_fake: 0.640 (epoch: 292, iters: 4672, time: 0.064) G_GAN: -0.000 G_GAN_Feat: 0.602 G_ID: 0.133 G_Rec: 0.294 D_GP: 0.024 D_real: 0.921 D_fake: 1.000 (epoch: 292, iters: 5072, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.753 G_ID: 0.165 G_Rec: 0.353 D_GP: 0.027 D_real: 0.981 D_fake: 0.812 (epoch: 292, iters: 5472, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 0.636 G_ID: 0.123 G_Rec: 0.296 D_GP: 0.027 D_real: 1.046 D_fake: 0.920 (epoch: 292, iters: 5872, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.837 G_ID: 0.177 G_Rec: 0.390 D_GP: 0.023 D_real: 0.813 D_fake: 0.832 (epoch: 292, iters: 6272, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.706 G_ID: 0.122 G_Rec: 0.358 D_GP: 0.029 D_real: 0.935 D_fake: 0.880 (epoch: 292, iters: 6672, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.780 G_ID: 0.150 G_Rec: 0.364 D_GP: 0.022 D_real: 1.202 D_fake: 0.580 (epoch: 292, iters: 7072, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.787 G_ID: 0.139 G_Rec: 0.308 D_GP: 0.039 D_real: 1.101 D_fake: 0.641 (epoch: 292, iters: 7472, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.888 G_ID: 0.141 G_Rec: 0.377 D_GP: 0.042 D_real: 1.021 D_fake: 0.499 (epoch: 292, iters: 7872, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 0.747 G_ID: 0.117 G_Rec: 0.288 D_GP: 0.041 D_real: 1.336 D_fake: 0.488 (epoch: 292, iters: 8272, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.849 G_ID: 0.157 G_Rec: 0.400 D_GP: 0.022 D_real: 1.208 D_fake: 0.577 (epoch: 293, iters: 64, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.659 G_ID: 0.140 G_Rec: 0.270 D_GP: 0.020 D_real: 1.233 D_fake: 0.692 (epoch: 293, iters: 464, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.961 G_ID: 0.157 G_Rec: 0.400 D_GP: 0.051 D_real: 0.732 D_fake: 0.709 (epoch: 293, iters: 864, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.747 G_ID: 0.147 G_Rec: 0.290 D_GP: 0.057 D_real: 1.042 D_fake: 0.603 (epoch: 293, iters: 1264, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.894 G_ID: 0.170 G_Rec: 0.395 D_GP: 0.029 D_real: 0.961 D_fake: 0.753 (epoch: 293, iters: 1664, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.625 G_ID: 0.119 G_Rec: 0.281 D_GP: 0.022 D_real: 1.175 D_fake: 0.753 (epoch: 293, iters: 2064, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.846 G_ID: 0.154 G_Rec: 0.365 D_GP: 0.032 D_real: 1.163 D_fake: 0.659 (epoch: 293, iters: 2464, time: 0.064) G_GAN: 0.021 G_GAN_Feat: 0.689 G_ID: 0.139 G_Rec: 0.297 D_GP: 0.062 D_real: 0.757 D_fake: 0.980 (epoch: 293, iters: 2864, time: 0.064) G_GAN: 0.537 G_GAN_Feat: 0.923 G_ID: 0.174 G_Rec: 0.382 D_GP: 0.038 D_real: 1.085 D_fake: 0.484 (epoch: 293, iters: 3264, time: 0.064) G_GAN: 0.104 G_GAN_Feat: 0.629 G_ID: 0.145 G_Rec: 0.252 D_GP: 0.022 D_real: 0.992 D_fake: 0.896 (epoch: 293, iters: 3664, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 1.114 G_ID: 0.158 G_Rec: 0.399 D_GP: 0.141 D_real: 0.351 D_fake: 0.701 (epoch: 293, iters: 4064, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.648 G_ID: 0.158 G_Rec: 0.262 D_GP: 0.026 D_real: 1.161 D_fake: 0.738 (epoch: 293, iters: 4464, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.895 G_ID: 0.157 G_Rec: 0.404 D_GP: 0.033 D_real: 0.913 D_fake: 0.746 (epoch: 293, iters: 4864, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 0.681 G_ID: 0.122 G_Rec: 0.269 D_GP: 0.030 D_real: 0.923 D_fake: 0.914 (epoch: 293, iters: 5264, time: 0.064) G_GAN: 0.603 G_GAN_Feat: 0.976 G_ID: 0.177 G_Rec: 0.398 D_GP: 0.095 D_real: 0.983 D_fake: 0.432 (epoch: 293, iters: 5664, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.870 G_ID: 0.125 G_Rec: 0.338 D_GP: 0.084 D_real: 0.491 D_fake: 0.735 (epoch: 293, iters: 6064, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.885 G_ID: 0.171 G_Rec: 0.376 D_GP: 0.028 D_real: 0.861 D_fake: 0.844 (epoch: 293, iters: 6464, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.831 G_ID: 0.113 G_Rec: 0.294 D_GP: 0.077 D_real: 0.616 D_fake: 0.730 (epoch: 293, iters: 6864, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 1.158 G_ID: 0.161 G_Rec: 0.452 D_GP: 0.279 D_real: 0.482 D_fake: 0.699 (epoch: 293, iters: 7264, time: 0.064) G_GAN: 0.023 G_GAN_Feat: 0.835 G_ID: 0.129 G_Rec: 0.331 D_GP: 0.034 D_real: 0.876 D_fake: 0.999 (epoch: 293, iters: 7664, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.865 G_ID: 0.165 G_Rec: 0.378 D_GP: 0.023 D_real: 1.005 D_fake: 0.809 (epoch: 293, iters: 8064, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.779 G_ID: 0.126 G_Rec: 0.343 D_GP: 0.061 D_real: 0.809 D_fake: 0.895 (epoch: 293, iters: 8464, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.903 G_ID: 0.165 G_Rec: 0.409 D_GP: 0.048 D_real: 0.775 D_fake: 0.788 (epoch: 294, iters: 256, time: 0.064) G_GAN: -0.003 G_GAN_Feat: 0.734 G_ID: 0.134 G_Rec: 0.292 D_GP: 0.074 D_real: 0.689 D_fake: 1.003 (epoch: 294, iters: 656, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 0.864 G_ID: 0.173 G_Rec: 0.376 D_GP: 0.026 D_real: 1.269 D_fake: 0.463 (epoch: 294, iters: 1056, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.686 G_ID: 0.133 G_Rec: 0.284 D_GP: 0.025 D_real: 1.308 D_fake: 0.616 (epoch: 294, iters: 1456, time: 0.064) G_GAN: 0.498 G_GAN_Feat: 0.922 G_ID: 0.144 G_Rec: 0.389 D_GP: 0.029 D_real: 1.086 D_fake: 0.504 (epoch: 294, iters: 1856, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.839 G_ID: 0.114 G_Rec: 0.287 D_GP: 0.026 D_real: 0.869 D_fake: 0.615 (epoch: 294, iters: 2256, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.838 G_ID: 0.156 G_Rec: 0.386 D_GP: 0.023 D_real: 1.044 D_fake: 0.743 (epoch: 294, iters: 2656, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.628 G_ID: 0.128 G_Rec: 0.268 D_GP: 0.022 D_real: 1.142 D_fake: 0.795 (epoch: 294, iters: 3056, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.847 G_ID: 0.176 G_Rec: 0.367 D_GP: 0.022 D_real: 1.216 D_fake: 0.648 (epoch: 294, iters: 3456, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.899 G_ID: 0.101 G_Rec: 0.315 D_GP: 0.065 D_real: 0.614 D_fake: 0.673 (epoch: 294, iters: 3856, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.869 G_ID: 0.159 G_Rec: 0.393 D_GP: 0.022 D_real: 1.132 D_fake: 0.609 (epoch: 294, iters: 4256, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.817 G_ID: 0.146 G_Rec: 0.292 D_GP: 0.039 D_real: 1.119 D_fake: 0.822 (epoch: 294, iters: 4656, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.937 G_ID: 0.153 G_Rec: 0.349 D_GP: 0.027 D_real: 0.826 D_fake: 0.615 (epoch: 294, iters: 5056, time: 0.064) G_GAN: 0.032 G_GAN_Feat: 0.619 G_ID: 0.141 G_Rec: 0.282 D_GP: 0.020 D_real: 0.991 D_fake: 0.968 (epoch: 294, iters: 5456, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.953 G_ID: 0.156 G_Rec: 0.398 D_GP: 0.101 D_real: 0.696 D_fake: 0.698 (epoch: 294, iters: 5856, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.605 G_ID: 0.137 G_Rec: 0.285 D_GP: 0.018 D_real: 1.282 D_fake: 0.694 (epoch: 294, iters: 6256, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.861 G_ID: 0.144 G_Rec: 0.442 D_GP: 0.029 D_real: 1.215 D_fake: 0.491 (epoch: 294, iters: 6656, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.708 G_ID: 0.122 G_Rec: 0.298 D_GP: 0.021 D_real: 1.172 D_fake: 0.724 (epoch: 294, iters: 7056, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 0.903 G_ID: 0.158 G_Rec: 0.377 D_GP: 0.051 D_real: 1.135 D_fake: 0.501 (epoch: 294, iters: 7456, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.733 G_ID: 0.123 G_Rec: 0.279 D_GP: 0.040 D_real: 0.867 D_fake: 0.746 (epoch: 294, iters: 7856, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.967 G_ID: 0.166 G_Rec: 0.413 D_GP: 0.054 D_real: 0.682 D_fake: 0.629 (epoch: 294, iters: 8256, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.779 G_ID: 0.109 G_Rec: 0.288 D_GP: 0.050 D_real: 0.701 D_fake: 0.744 (epoch: 295, iters: 48, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 0.832 G_ID: 0.159 G_Rec: 0.364 D_GP: 0.030 D_real: 1.209 D_fake: 0.500 (epoch: 295, iters: 448, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.830 G_ID: 0.107 G_Rec: 0.308 D_GP: 0.039 D_real: 0.936 D_fake: 0.672 (epoch: 295, iters: 848, time: 0.064) G_GAN: 0.616 G_GAN_Feat: 1.167 G_ID: 0.160 G_Rec: 0.428 D_GP: 0.039 D_real: 0.372 D_fake: 0.415 (epoch: 295, iters: 1248, time: 0.064) G_GAN: -0.006 G_GAN_Feat: 0.603 G_ID: 0.121 G_Rec: 0.311 D_GP: 0.017 D_real: 0.978 D_fake: 1.006 (epoch: 295, iters: 1648, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.689 G_ID: 0.145 G_Rec: 0.356 D_GP: 0.019 D_real: 1.196 D_fake: 0.705 (epoch: 295, iters: 2048, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.555 G_ID: 0.106 G_Rec: 0.271 D_GP: 0.026 D_real: 1.185 D_fake: 0.781 (epoch: 295, iters: 2448, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.748 G_ID: 0.149 G_Rec: 0.401 D_GP: 0.027 D_real: 0.947 D_fake: 0.809 (epoch: 295, iters: 2848, time: 0.064) G_GAN: 0.108 G_GAN_Feat: 0.566 G_ID: 0.122 G_Rec: 0.256 D_GP: 0.027 D_real: 1.021 D_fake: 0.892 (epoch: 295, iters: 3248, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.755 G_ID: 0.165 G_Rec: 0.388 D_GP: 0.019 D_real: 1.156 D_fake: 0.676 (epoch: 295, iters: 3648, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.674 G_ID: 0.165 G_Rec: 0.296 D_GP: 0.023 D_real: 0.948 D_fake: 0.887 (epoch: 295, iters: 4048, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.792 G_ID: 0.166 G_Rec: 0.357 D_GP: 0.039 D_real: 1.166 D_fake: 0.581 (epoch: 295, iters: 4448, time: 0.064) G_GAN: 0.096 G_GAN_Feat: 0.744 G_ID: 0.105 G_Rec: 0.328 D_GP: 0.063 D_real: 0.826 D_fake: 0.904 (epoch: 295, iters: 4848, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.838 G_ID: 0.160 G_Rec: 0.384 D_GP: 0.045 D_real: 0.969 D_fake: 0.739 (epoch: 295, iters: 5248, time: 0.064) G_GAN: 0.104 G_GAN_Feat: 0.653 G_ID: 0.113 G_Rec: 0.277 D_GP: 0.025 D_real: 1.033 D_fake: 0.896 (epoch: 295, iters: 5648, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.823 G_ID: 0.150 G_Rec: 0.398 D_GP: 0.024 D_real: 1.215 D_fake: 0.543 (epoch: 295, iters: 6048, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.709 G_ID: 0.179 G_Rec: 0.300 D_GP: 0.048 D_real: 0.786 D_fake: 0.898 (epoch: 295, iters: 6448, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.894 G_ID: 0.155 G_Rec: 0.367 D_GP: 0.059 D_real: 0.724 D_fake: 0.724 (epoch: 295, iters: 6848, time: 0.064) G_GAN: 0.468 G_GAN_Feat: 0.702 G_ID: 0.122 G_Rec: 0.270 D_GP: 0.024 D_real: 1.284 D_fake: 0.532 (epoch: 295, iters: 7248, time: 0.064) G_GAN: 0.822 G_GAN_Feat: 1.100 G_ID: 0.174 G_Rec: 0.402 D_GP: 0.064 D_real: 1.073 D_fake: 0.390 (epoch: 295, iters: 7648, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.710 G_ID: 0.135 G_Rec: 0.299 D_GP: 0.025 D_real: 1.120 D_fake: 0.821 (epoch: 295, iters: 8048, time: 0.064) G_GAN: 0.640 G_GAN_Feat: 0.921 G_ID: 0.163 G_Rec: 0.414 D_GP: 0.037 D_real: 1.147 D_fake: 0.405 (epoch: 295, iters: 8448, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.611 G_ID: 0.117 G_Rec: 0.264 D_GP: 0.019 D_real: 1.106 D_fake: 0.834 (epoch: 296, iters: 240, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 0.943 G_ID: 0.156 G_Rec: 0.425 D_GP: 0.065 D_real: 0.959 D_fake: 0.510 (epoch: 296, iters: 640, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.893 G_ID: 0.135 G_Rec: 0.334 D_GP: 0.393 D_real: 0.603 D_fake: 0.903 (epoch: 296, iters: 1040, time: 0.064) G_GAN: 0.694 G_GAN_Feat: 0.800 G_ID: 0.148 G_Rec: 0.356 D_GP: 0.022 D_real: 1.492 D_fake: 0.320 (epoch: 296, iters: 1440, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.702 G_ID: 0.133 G_Rec: 0.322 D_GP: 0.020 D_real: 1.125 D_fake: 0.822 (epoch: 296, iters: 1840, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 0.829 G_ID: 0.151 G_Rec: 0.378 D_GP: 0.019 D_real: 1.317 D_fake: 0.527 (epoch: 296, iters: 2240, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.853 G_ID: 0.131 G_Rec: 0.337 D_GP: 0.100 D_real: 0.897 D_fake: 0.656 (epoch: 296, iters: 2640, time: 0.064) G_GAN: 0.273 G_GAN_Feat: 0.882 G_ID: 0.176 G_Rec: 0.356 D_GP: 0.037 D_real: 1.108 D_fake: 0.729 (epoch: 296, iters: 3040, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.631 G_ID: 0.126 G_Rec: 0.282 D_GP: 0.019 D_real: 1.369 D_fake: 0.558 (epoch: 296, iters: 3440, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.891 G_ID: 0.170 G_Rec: 0.362 D_GP: 0.030 D_real: 1.053 D_fake: 0.673 (epoch: 296, iters: 3840, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.792 G_ID: 0.126 G_Rec: 0.293 D_GP: 0.073 D_real: 1.019 D_fake: 0.688 (epoch: 296, iters: 4240, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.954 G_ID: 0.159 G_Rec: 0.383 D_GP: 0.046 D_real: 0.856 D_fake: 0.589 (epoch: 296, iters: 4640, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.863 G_ID: 0.123 G_Rec: 0.312 D_GP: 0.136 D_real: 0.586 D_fake: 0.738 (epoch: 296, iters: 5040, time: 0.064) G_GAN: 0.735 G_GAN_Feat: 1.073 G_ID: 0.172 G_Rec: 0.411 D_GP: 1.489 D_real: 0.654 D_fake: 0.317 (epoch: 296, iters: 5440, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.540 G_ID: 0.122 G_Rec: 0.257 D_GP: 0.017 D_real: 1.075 D_fake: 0.894 (epoch: 296, iters: 5840, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.824 G_ID: 0.157 G_Rec: 0.409 D_GP: 0.018 D_real: 1.060 D_fake: 0.650 (epoch: 296, iters: 6240, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.606 G_ID: 0.103 G_Rec: 0.280 D_GP: 0.019 D_real: 1.214 D_fake: 0.738 (epoch: 296, iters: 6640, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 0.765 G_ID: 0.178 G_Rec: 0.368 D_GP: 0.027 D_real: 1.060 D_fake: 0.804 (epoch: 296, iters: 7040, time: 0.064) G_GAN: 0.034 G_GAN_Feat: 0.583 G_ID: 0.140 G_Rec: 0.276 D_GP: 0.026 D_real: 0.937 D_fake: 0.966 (epoch: 296, iters: 7440, time: 0.064) G_GAN: 0.063 G_GAN_Feat: 0.780 G_ID: 0.184 G_Rec: 0.377 D_GP: 0.037 D_real: 0.791 D_fake: 0.937 (epoch: 296, iters: 7840, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.653 G_ID: 0.129 G_Rec: 0.293 D_GP: 0.035 D_real: 0.982 D_fake: 0.909 (epoch: 296, iters: 8240, time: 0.064) G_GAN: 0.139 G_GAN_Feat: 0.756 G_ID: 0.164 G_Rec: 0.370 D_GP: 0.023 D_real: 0.932 D_fake: 0.861 (epoch: 297, iters: 32, time: 0.064) G_GAN: 0.135 G_GAN_Feat: 0.675 G_ID: 0.128 G_Rec: 0.300 D_GP: 0.030 D_real: 1.053 D_fake: 0.865 (epoch: 297, iters: 432, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.854 G_ID: 0.163 G_Rec: 0.399 D_GP: 0.048 D_real: 1.058 D_fake: 0.585 (epoch: 297, iters: 832, time: 0.064) G_GAN: 0.052 G_GAN_Feat: 0.940 G_ID: 0.122 G_Rec: 0.344 D_GP: 0.022 D_real: 1.280 D_fake: 0.951 (epoch: 297, iters: 1232, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.787 G_ID: 0.177 G_Rec: 0.402 D_GP: 0.020 D_real: 0.934 D_fake: 0.821 (epoch: 297, iters: 1632, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.598 G_ID: 0.133 G_Rec: 0.291 D_GP: 0.019 D_real: 1.106 D_fake: 0.788 (epoch: 297, iters: 2032, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.796 G_ID: 0.143 G_Rec: 0.398 D_GP: 0.024 D_real: 1.171 D_fake: 0.609 (epoch: 297, iters: 2432, time: 0.064) G_GAN: 0.098 G_GAN_Feat: 0.631 G_ID: 0.153 G_Rec: 0.328 D_GP: 0.023 D_real: 1.040 D_fake: 0.902 (epoch: 297, iters: 2832, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.722 G_ID: 0.162 G_Rec: 0.315 D_GP: 0.035 D_real: 1.241 D_fake: 0.584 (epoch: 297, iters: 3232, time: 0.064) G_GAN: -0.030 G_GAN_Feat: 0.706 G_ID: 0.144 G_Rec: 0.287 D_GP: 0.052 D_real: 0.745 D_fake: 1.030 (epoch: 297, iters: 3632, time: 0.064) G_GAN: 0.319 G_GAN_Feat: 0.868 G_ID: 0.139 G_Rec: 0.389 D_GP: 0.046 D_real: 0.966 D_fake: 0.681 (epoch: 297, iters: 4032, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.621 G_ID: 0.105 G_Rec: 0.262 D_GP: 0.035 D_real: 1.236 D_fake: 0.672 (epoch: 297, iters: 4432, time: 0.064) G_GAN: -0.221 G_GAN_Feat: 1.105 G_ID: 0.201 G_Rec: 0.466 D_GP: 1.106 D_real: 0.257 D_fake: 1.221 (epoch: 297, iters: 4832, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.719 G_ID: 0.115 G_Rec: 0.311 D_GP: 0.027 D_real: 1.065 D_fake: 0.737 (epoch: 297, iters: 5232, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 0.813 G_ID: 0.166 G_Rec: 0.347 D_GP: 0.030 D_real: 1.297 D_fake: 0.466 (epoch: 297, iters: 5632, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 0.657 G_ID: 0.110 G_Rec: 0.293 D_GP: 0.026 D_real: 1.184 D_fake: 0.775 (epoch: 297, iters: 6032, time: 0.064) G_GAN: 0.644 G_GAN_Feat: 1.034 G_ID: 0.154 G_Rec: 0.439 D_GP: 0.077 D_real: 0.854 D_fake: 0.385 (epoch: 297, iters: 6432, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.687 G_ID: 0.128 G_Rec: 0.286 D_GP: 0.033 D_real: 1.019 D_fake: 0.868 (epoch: 297, iters: 6832, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.946 G_ID: 0.171 G_Rec: 0.377 D_GP: 0.148 D_real: 0.583 D_fake: 0.735 (epoch: 297, iters: 7232, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.736 G_ID: 0.131 G_Rec: 0.274 D_GP: 0.027 D_real: 1.053 D_fake: 0.735 (epoch: 297, iters: 7632, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.895 G_ID: 0.157 G_Rec: 0.419 D_GP: 0.030 D_real: 1.020 D_fake: 0.637 (epoch: 297, iters: 8032, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.621 G_ID: 0.116 G_Rec: 0.273 D_GP: 0.019 D_real: 1.220 D_fake: 0.711 (epoch: 297, iters: 8432, time: 0.064) G_GAN: 0.638 G_GAN_Feat: 0.876 G_ID: 0.187 G_Rec: 0.407 D_GP: 0.034 D_real: 1.275 D_fake: 0.373 (epoch: 298, iters: 224, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.660 G_ID: 0.113 G_Rec: 0.290 D_GP: 0.029 D_real: 1.118 D_fake: 0.771 (epoch: 298, iters: 624, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.936 G_ID: 0.180 G_Rec: 0.386 D_GP: 0.102 D_real: 0.748 D_fake: 0.676 (epoch: 298, iters: 1024, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.774 G_ID: 0.103 G_Rec: 0.303 D_GP: 0.099 D_real: 0.800 D_fake: 0.723 (epoch: 298, iters: 1424, time: 0.064) G_GAN: 0.787 G_GAN_Feat: 0.846 G_ID: 0.135 G_Rec: 0.414 D_GP: 0.026 D_real: 1.396 D_fake: 0.270 (epoch: 298, iters: 1824, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.659 G_ID: 0.133 G_Rec: 0.293 D_GP: 0.035 D_real: 1.145 D_fake: 0.707 (epoch: 298, iters: 2224, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.890 G_ID: 0.139 G_Rec: 0.385 D_GP: 0.028 D_real: 1.049 D_fake: 0.545 (epoch: 298, iters: 2624, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.740 G_ID: 0.116 G_Rec: 0.276 D_GP: 0.027 D_real: 0.843 D_fake: 0.749 (epoch: 298, iters: 3024, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.852 G_ID: 0.163 G_Rec: 0.397 D_GP: 0.035 D_real: 0.771 D_fake: 0.931 (epoch: 298, iters: 3424, time: 0.064) G_GAN: -0.169 G_GAN_Feat: 0.733 G_ID: 0.123 G_Rec: 0.270 D_GP: 0.027 D_real: 0.654 D_fake: 1.169 (epoch: 298, iters: 3824, time: 0.064) G_GAN: 0.498 G_GAN_Feat: 0.928 G_ID: 0.160 G_Rec: 0.415 D_GP: 0.025 D_real: 1.107 D_fake: 0.507 (epoch: 298, iters: 4224, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.782 G_ID: 0.150 G_Rec: 0.310 D_GP: 0.030 D_real: 0.961 D_fake: 0.755 (epoch: 298, iters: 4624, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 0.878 G_ID: 0.147 G_Rec: 0.381 D_GP: 0.030 D_real: 1.163 D_fake: 0.521 (epoch: 298, iters: 5024, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.736 G_ID: 0.152 G_Rec: 0.356 D_GP: 0.026 D_real: 0.972 D_fake: 0.926 (epoch: 298, iters: 5424, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.830 G_ID: 0.192 G_Rec: 0.359 D_GP: 0.023 D_real: 0.834 D_fake: 0.864 (epoch: 298, iters: 5824, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.756 G_ID: 0.132 G_Rec: 0.311 D_GP: 0.048 D_real: 0.996 D_fake: 0.785 (epoch: 298, iters: 6224, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.901 G_ID: 0.158 G_Rec: 0.411 D_GP: 0.027 D_real: 1.076 D_fake: 0.590 (epoch: 298, iters: 6624, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.704 G_ID: 0.121 G_Rec: 0.255 D_GP: 0.039 D_real: 0.935 D_fake: 0.830 (epoch: 298, iters: 7024, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 1.070 G_ID: 0.169 G_Rec: 0.424 D_GP: 0.194 D_real: 0.442 D_fake: 0.817 (epoch: 298, iters: 7424, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.638 G_ID: 0.132 G_Rec: 0.300 D_GP: 0.021 D_real: 1.087 D_fake: 0.860 (epoch: 298, iters: 7824, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.918 G_ID: 0.177 G_Rec: 0.432 D_GP: 0.043 D_real: 0.733 D_fake: 0.864 (epoch: 298, iters: 8224, time: 0.064) G_GAN: 0.099 G_GAN_Feat: 0.678 G_ID: 0.123 G_Rec: 0.274 D_GP: 0.043 D_real: 0.917 D_fake: 0.901 (epoch: 299, iters: 16, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.879 G_ID: 0.152 G_Rec: 0.349 D_GP: 0.031 D_real: 0.918 D_fake: 0.642 (epoch: 299, iters: 416, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.653 G_ID: 0.133 G_Rec: 0.271 D_GP: 0.029 D_real: 1.036 D_fake: 0.845 (epoch: 299, iters: 816, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.880 G_ID: 0.165 G_Rec: 0.372 D_GP: 0.025 D_real: 1.067 D_fake: 0.531 (epoch: 299, iters: 1216, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.704 G_ID: 0.105 G_Rec: 0.267 D_GP: 0.025 D_real: 0.974 D_fake: 0.810 (epoch: 299, iters: 1616, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 1.013 G_ID: 0.169 G_Rec: 0.374 D_GP: 0.041 D_real: 0.709 D_fake: 0.757 (epoch: 299, iters: 2016, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.706 G_ID: 0.119 G_Rec: 0.278 D_GP: 0.023 D_real: 1.099 D_fake: 0.764 (epoch: 299, iters: 2416, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.831 G_ID: 0.155 G_Rec: 0.376 D_GP: 0.024 D_real: 1.029 D_fake: 0.756 (epoch: 299, iters: 2816, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.702 G_ID: 0.140 G_Rec: 0.264 D_GP: 0.026 D_real: 1.128 D_fake: 0.752 (epoch: 299, iters: 3216, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.773 G_ID: 0.171 G_Rec: 0.362 D_GP: 0.020 D_real: 1.175 D_fake: 0.636 (epoch: 299, iters: 3616, time: 0.064) G_GAN: 0.032 G_GAN_Feat: 0.726 G_ID: 0.128 G_Rec: 0.292 D_GP: 0.030 D_real: 0.876 D_fake: 0.968 (epoch: 299, iters: 4016, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.827 G_ID: 0.164 G_Rec: 0.365 D_GP: 0.025 D_real: 0.941 D_fake: 0.821 (epoch: 299, iters: 4416, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.704 G_ID: 0.109 G_Rec: 0.283 D_GP: 0.038 D_real: 1.090 D_fake: 0.730 (epoch: 299, iters: 4816, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.799 G_ID: 0.144 G_Rec: 0.363 D_GP: 0.021 D_real: 1.185 D_fake: 0.573 (epoch: 299, iters: 5216, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.975 G_ID: 0.121 G_Rec: 0.319 D_GP: 0.041 D_real: 1.169 D_fake: 0.855 (epoch: 299, iters: 5616, time: 0.064) G_GAN: 0.917 G_GAN_Feat: 1.094 G_ID: 0.165 G_Rec: 0.443 D_GP: 0.097 D_real: 1.350 D_fake: 0.368 (epoch: 299, iters: 6016, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 0.707 G_ID: 0.113 G_Rec: 0.280 D_GP: 0.040 D_real: 1.152 D_fake: 0.581 (epoch: 299, iters: 6416, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 1.107 G_ID: 0.188 G_Rec: 0.446 D_GP: 0.104 D_real: 0.365 D_fake: 0.632 (epoch: 299, iters: 6816, time: 0.064) G_GAN: -0.078 G_GAN_Feat: 0.605 G_ID: 0.135 G_Rec: 0.277 D_GP: 0.019 D_real: 0.902 D_fake: 1.078 (epoch: 299, iters: 7216, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.846 G_ID: 0.178 G_Rec: 0.400 D_GP: 0.025 D_real: 0.952 D_fake: 0.752 (epoch: 299, iters: 7616, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.658 G_ID: 0.112 G_Rec: 0.302 D_GP: 0.034 D_real: 0.946 D_fake: 0.883 (epoch: 299, iters: 8016, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.783 G_ID: 0.178 G_Rec: 0.371 D_GP: 0.021 D_real: 1.236 D_fake: 0.609 (epoch: 299, iters: 8416, time: 0.064) G_GAN: 0.104 G_GAN_Feat: 0.905 G_ID: 0.140 G_Rec: 0.337 D_GP: 0.115 D_real: 0.324 D_fake: 0.896 (epoch: 300, iters: 208, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.866 G_ID: 0.166 G_Rec: 0.389 D_GP: 0.027 D_real: 1.124 D_fake: 0.555 (epoch: 300, iters: 608, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.843 G_ID: 0.114 G_Rec: 0.327 D_GP: 0.066 D_real: 0.517 D_fake: 0.745 (epoch: 300, iters: 1008, time: 0.064) G_GAN: -0.031 G_GAN_Feat: 0.777 G_ID: 0.203 G_Rec: 0.357 D_GP: 0.019 D_real: 0.806 D_fake: 1.031 (epoch: 300, iters: 1408, time: 0.064) G_GAN: -0.008 G_GAN_Feat: 0.613 G_ID: 0.124 G_Rec: 0.269 D_GP: 0.018 D_real: 0.945 D_fake: 1.008 (epoch: 300, iters: 1808, time: 0.064) G_GAN: -0.030 G_GAN_Feat: 0.755 G_ID: 0.167 G_Rec: 0.371 D_GP: 0.019 D_real: 0.801 D_fake: 1.030 (epoch: 300, iters: 2208, time: 0.064) G_GAN: -0.094 G_GAN_Feat: 0.680 G_ID: 0.116 G_Rec: 0.300 D_GP: 0.027 D_real: 0.727 D_fake: 1.094 (epoch: 300, iters: 2608, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.863 G_ID: 0.152 G_Rec: 0.422 D_GP: 0.036 D_real: 1.144 D_fake: 0.576 (epoch: 300, iters: 3008, time: 0.064) G_GAN: 0.152 G_GAN_Feat: 0.712 G_ID: 0.151 G_Rec: 0.288 D_GP: 0.027 D_real: 0.906 D_fake: 0.850 (epoch: 300, iters: 3408, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.877 G_ID: 0.174 G_Rec: 0.389 D_GP: 0.038 D_real: 1.000 D_fake: 0.614 (epoch: 300, iters: 3808, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.705 G_ID: 0.112 G_Rec: 0.300 D_GP: 0.037 D_real: 1.135 D_fake: 0.703 (epoch: 300, iters: 4208, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.881 G_ID: 0.165 G_Rec: 0.393 D_GP: 0.031 D_real: 1.135 D_fake: 0.662 (epoch: 300, iters: 4608, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.764 G_ID: 0.123 G_Rec: 0.312 D_GP: 0.037 D_real: 1.222 D_fake: 0.491 (epoch: 300, iters: 5008, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.971 G_ID: 0.166 G_Rec: 0.410 D_GP: 0.069 D_real: 0.706 D_fake: 0.659 (epoch: 300, iters: 5408, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.705 G_ID: 0.124 G_Rec: 0.281 D_GP: 0.029 D_real: 1.175 D_fake: 0.661 (epoch: 300, iters: 5808, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.956 G_ID: 0.179 G_Rec: 0.404 D_GP: 0.042 D_real: 0.744 D_fake: 0.801 (epoch: 300, iters: 6208, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.815 G_ID: 0.131 G_Rec: 0.289 D_GP: 0.038 D_real: 1.044 D_fake: 0.547 (epoch: 300, iters: 6608, time: 0.064) G_GAN: 0.711 G_GAN_Feat: 0.986 G_ID: 0.155 G_Rec: 0.413 D_GP: 0.039 D_real: 1.024 D_fake: 0.330 (epoch: 300, iters: 7008, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 0.856 G_ID: 0.125 G_Rec: 0.291 D_GP: 0.047 D_real: 0.700 D_fake: 0.530 (epoch: 300, iters: 7408, time: 0.064) G_GAN: 0.510 G_GAN_Feat: 0.805 G_ID: 0.174 G_Rec: 0.382 D_GP: 0.022 D_real: 1.228 D_fake: 0.499 (epoch: 300, iters: 7808, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.789 G_ID: 0.120 G_Rec: 0.311 D_GP: 0.116 D_real: 0.751 D_fake: 0.908 (epoch: 300, iters: 8208, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 0.813 G_ID: 0.138 G_Rec: 0.378 D_GP: 0.023 D_real: 0.958 D_fake: 0.819 (epoch: 300, iters: 8608, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.633 G_ID: 0.116 G_Rec: 0.282 D_GP: 0.023 D_real: 1.149 D_fake: 0.743 (epoch: 301, iters: 400, time: 0.064) G_GAN: 0.597 G_GAN_Feat: 0.908 G_ID: 0.144 G_Rec: 0.399 D_GP: 0.027 D_real: 1.318 D_fake: 0.410 (epoch: 301, iters: 800, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.757 G_ID: 0.117 G_Rec: 0.295 D_GP: 0.056 D_real: 0.995 D_fake: 0.868 (epoch: 301, iters: 1200, time: 0.064) G_GAN: 0.637 G_GAN_Feat: 0.881 G_ID: 0.156 G_Rec: 0.341 D_GP: 0.026 D_real: 1.305 D_fake: 0.388 (epoch: 301, iters: 1600, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 0.796 G_ID: 0.101 G_Rec: 0.305 D_GP: 0.025 D_real: 1.458 D_fake: 0.466 (epoch: 301, iters: 2000, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.902 G_ID: 0.145 G_Rec: 0.378 D_GP: 0.021 D_real: 1.092 D_fake: 0.656 (epoch: 301, iters: 2400, time: 0.064) G_GAN: 0.165 G_GAN_Feat: 0.648 G_ID: 0.114 G_Rec: 0.270 D_GP: 0.020 D_real: 1.098 D_fake: 0.835 (epoch: 301, iters: 2800, time: 0.064) G_GAN: 0.625 G_GAN_Feat: 0.888 G_ID: 0.176 G_Rec: 0.408 D_GP: 0.032 D_real: 1.455 D_fake: 0.386 (epoch: 301, iters: 3200, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.604 G_ID: 0.127 G_Rec: 0.280 D_GP: 0.024 D_real: 0.944 D_fake: 0.989 (epoch: 301, iters: 3600, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.833 G_ID: 0.186 G_Rec: 0.417 D_GP: 0.032 D_real: 1.038 D_fake: 0.714 (epoch: 301, iters: 4000, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 0.686 G_ID: 0.122 G_Rec: 0.294 D_GP: 0.040 D_real: 0.808 D_fake: 0.938 (epoch: 301, iters: 4400, time: 0.064) G_GAN: 0.704 G_GAN_Feat: 0.960 G_ID: 0.144 G_Rec: 0.380 D_GP: 0.207 D_real: 1.058 D_fake: 0.321 (epoch: 301, iters: 4800, time: 0.064) G_GAN: 0.007 G_GAN_Feat: 0.675 G_ID: 0.127 G_Rec: 0.292 D_GP: 0.020 D_real: 1.027 D_fake: 0.993 (epoch: 301, iters: 5200, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.846 G_ID: 0.189 G_Rec: 0.370 D_GP: 0.030 D_real: 0.925 D_fake: 0.767 (epoch: 301, iters: 5600, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 0.626 G_ID: 0.122 G_Rec: 0.276 D_GP: 0.018 D_real: 1.363 D_fake: 0.611 (epoch: 301, iters: 6000, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.888 G_ID: 0.176 G_Rec: 0.372 D_GP: 0.053 D_real: 0.866 D_fake: 0.622 (epoch: 301, iters: 6400, time: 0.064) G_GAN: 0.017 G_GAN_Feat: 0.602 G_ID: 0.120 G_Rec: 0.283 D_GP: 0.021 D_real: 1.024 D_fake: 0.983 (epoch: 301, iters: 6800, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.841 G_ID: 0.163 G_Rec: 0.375 D_GP: 0.045 D_real: 1.013 D_fake: 0.724 (epoch: 301, iters: 7200, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.717 G_ID: 0.110 G_Rec: 0.310 D_GP: 0.048 D_real: 0.875 D_fake: 0.910 (epoch: 301, iters: 7600, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.986 G_ID: 0.146 G_Rec: 0.419 D_GP: 0.029 D_real: 0.848 D_fake: 0.633 (epoch: 301, iters: 8000, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.801 G_ID: 0.123 G_Rec: 0.292 D_GP: 0.028 D_real: 0.751 D_fake: 0.834 (epoch: 301, iters: 8400, time: 0.064) G_GAN: 0.509 G_GAN_Feat: 0.844 G_ID: 0.170 G_Rec: 0.347 D_GP: 0.041 D_real: 1.292 D_fake: 0.503 (epoch: 302, iters: 192, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.812 G_ID: 0.124 G_Rec: 0.300 D_GP: 0.029 D_real: 0.897 D_fake: 0.748 (epoch: 302, iters: 592, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.915 G_ID: 0.142 G_Rec: 0.361 D_GP: 0.024 D_real: 0.788 D_fake: 0.744 (epoch: 302, iters: 992, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.716 G_ID: 0.113 G_Rec: 0.316 D_GP: 0.025 D_real: 1.279 D_fake: 0.637 (epoch: 302, iters: 1392, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 1.158 G_ID: 0.157 G_Rec: 0.414 D_GP: 0.553 D_real: 0.309 D_fake: 0.612 (epoch: 302, iters: 1792, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.810 G_ID: 0.113 G_Rec: 0.304 D_GP: 0.030 D_real: 0.881 D_fake: 0.678 (epoch: 302, iters: 2192, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.836 G_ID: 0.145 G_Rec: 0.326 D_GP: 0.024 D_real: 0.951 D_fake: 0.797 (epoch: 302, iters: 2592, time: 0.064) G_GAN: -0.098 G_GAN_Feat: 0.872 G_ID: 0.138 G_Rec: 0.315 D_GP: 0.022 D_real: 0.501 D_fake: 1.098 (epoch: 302, iters: 2992, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 1.042 G_ID: 0.171 G_Rec: 0.412 D_GP: 0.034 D_real: 0.442 D_fake: 0.733 (epoch: 302, iters: 3392, time: 0.064) G_GAN: 0.398 G_GAN_Feat: 0.567 G_ID: 0.128 G_Rec: 0.261 D_GP: 0.016 D_real: 1.372 D_fake: 0.604 (epoch: 302, iters: 3792, time: 0.064) G_GAN: 0.513 G_GAN_Feat: 0.802 G_ID: 0.153 G_Rec: 0.355 D_GP: 0.022 D_real: 1.216 D_fake: 0.490 (epoch: 302, iters: 4192, time: 0.064) G_GAN: 0.135 G_GAN_Feat: 0.615 G_ID: 0.126 G_Rec: 0.285 D_GP: 0.023 D_real: 1.021 D_fake: 0.865 (epoch: 302, iters: 4592, time: 0.064) G_GAN: 0.515 G_GAN_Feat: 1.033 G_ID: 0.169 G_Rec: 0.415 D_GP: 0.100 D_real: 0.536 D_fake: 0.517 (epoch: 302, iters: 4992, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.697 G_ID: 0.129 G_Rec: 0.294 D_GP: 0.030 D_real: 1.134 D_fake: 0.720 (epoch: 302, iters: 5392, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.946 G_ID: 0.134 G_Rec: 0.409 D_GP: 0.038 D_real: 1.019 D_fake: 0.767 (epoch: 302, iters: 5792, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 1.010 G_ID: 0.138 G_Rec: 0.318 D_GP: 0.046 D_real: 1.284 D_fake: 0.610 (epoch: 302, iters: 6192, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.822 G_ID: 0.175 G_Rec: 0.357 D_GP: 0.027 D_real: 1.018 D_fake: 0.758 (epoch: 302, iters: 6592, time: 0.064) G_GAN: 0.232 G_GAN_Feat: 0.806 G_ID: 0.128 G_Rec: 0.321 D_GP: 0.039 D_real: 0.844 D_fake: 0.770 (epoch: 302, iters: 6992, time: 0.064) G_GAN: 1.149 G_GAN_Feat: 1.001 G_ID: 0.162 G_Rec: 0.452 D_GP: 0.104 D_real: 1.608 D_fake: 0.274 (epoch: 302, iters: 7392, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.625 G_ID: 0.155 G_Rec: 0.274 D_GP: 0.022 D_real: 0.962 D_fake: 0.915 (epoch: 302, iters: 7792, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.885 G_ID: 0.172 G_Rec: 0.461 D_GP: 0.028 D_real: 0.937 D_fake: 0.723 (epoch: 302, iters: 8192, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.660 G_ID: 0.110 G_Rec: 0.285 D_GP: 0.030 D_real: 0.966 D_fake: 0.842 (epoch: 302, iters: 8592, time: 0.064) G_GAN: 0.542 G_GAN_Feat: 0.985 G_ID: 0.143 G_Rec: 0.421 D_GP: 0.047 D_real: 0.864 D_fake: 0.482 (epoch: 303, iters: 384, time: 0.064) G_GAN: 0.112 G_GAN_Feat: 0.863 G_ID: 0.135 G_Rec: 0.306 D_GP: 0.048 D_real: 0.477 D_fake: 0.888 (epoch: 303, iters: 784, time: 0.064) G_GAN: 0.722 G_GAN_Feat: 1.021 G_ID: 0.191 G_Rec: 0.410 D_GP: 0.085 D_real: 0.898 D_fake: 0.535 (epoch: 303, iters: 1184, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.912 G_ID: 0.098 G_Rec: 0.309 D_GP: 0.253 D_real: 0.360 D_fake: 0.792 (epoch: 303, iters: 1584, time: 0.064) G_GAN: 0.628 G_GAN_Feat: 1.083 G_ID: 0.191 G_Rec: 0.435 D_GP: 0.042 D_real: 0.924 D_fake: 0.431 (epoch: 303, iters: 1984, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.968 G_ID: 0.127 G_Rec: 0.282 D_GP: 0.059 D_real: 0.499 D_fake: 0.606 (epoch: 303, iters: 2384, time: 0.064) G_GAN: 0.586 G_GAN_Feat: 0.988 G_ID: 0.167 G_Rec: 0.426 D_GP: 0.022 D_real: 1.358 D_fake: 0.428 (epoch: 303, iters: 2784, time: 0.064) G_GAN: -0.022 G_GAN_Feat: 0.799 G_ID: 0.153 G_Rec: 0.297 D_GP: 0.060 D_real: 0.605 D_fake: 1.022 (epoch: 303, iters: 3184, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.994 G_ID: 0.143 G_Rec: 0.404 D_GP: 0.163 D_real: 0.475 D_fake: 0.620 (epoch: 303, iters: 3584, time: 0.064) G_GAN: 0.997 G_GAN_Feat: 0.787 G_ID: 0.124 G_Rec: 0.331 D_GP: 0.366 D_real: 1.473 D_fake: 0.482 (epoch: 303, iters: 3984, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.778 G_ID: 0.140 G_Rec: 0.383 D_GP: 0.020 D_real: 1.194 D_fake: 0.680 (epoch: 303, iters: 4384, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.659 G_ID: 0.131 G_Rec: 0.304 D_GP: 0.025 D_real: 1.090 D_fake: 0.789 (epoch: 303, iters: 4784, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.825 G_ID: 0.166 G_Rec: 0.383 D_GP: 0.034 D_real: 1.029 D_fake: 0.698 (epoch: 303, iters: 5184, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 0.688 G_ID: 0.104 G_Rec: 0.315 D_GP: 0.037 D_real: 1.027 D_fake: 0.824 (epoch: 303, iters: 5584, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.793 G_ID: 0.148 G_Rec: 0.360 D_GP: 0.026 D_real: 1.094 D_fake: 0.752 (epoch: 303, iters: 5984, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 0.649 G_ID: 0.141 G_Rec: 0.296 D_GP: 0.030 D_real: 1.006 D_fake: 0.907 (epoch: 303, iters: 6384, time: 0.064) G_GAN: 0.175 G_GAN_Feat: 0.893 G_ID: 0.173 G_Rec: 0.434 D_GP: 0.082 D_real: 0.708 D_fake: 0.826 (epoch: 303, iters: 6784, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.697 G_ID: 0.143 G_Rec: 0.304 D_GP: 0.026 D_real: 1.050 D_fake: 0.918 (epoch: 303, iters: 7184, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 0.817 G_ID: 0.150 G_Rec: 0.346 D_GP: 0.028 D_real: 1.106 D_fake: 0.678 (epoch: 303, iters: 7584, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.726 G_ID: 0.117 G_Rec: 0.317 D_GP: 0.061 D_real: 1.022 D_fake: 0.830 (epoch: 303, iters: 7984, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.819 G_ID: 0.146 G_Rec: 0.394 D_GP: 0.025 D_real: 1.256 D_fake: 0.522 (epoch: 303, iters: 8384, time: 0.064) G_GAN: 0.230 G_GAN_Feat: 0.777 G_ID: 0.131 G_Rec: 0.359 D_GP: 0.130 D_real: 0.780 D_fake: 0.771 (epoch: 304, iters: 176, time: 0.064) G_GAN: 0.668 G_GAN_Feat: 0.874 G_ID: 0.171 G_Rec: 0.375 D_GP: 0.054 D_real: 1.139 D_fake: 0.358 (epoch: 304, iters: 576, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.543 G_ID: 0.130 G_Rec: 0.292 D_GP: 0.018 D_real: 1.161 D_fake: 0.845 (epoch: 304, iters: 976, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.717 G_ID: 0.141 G_Rec: 0.346 D_GP: 0.018 D_real: 1.265 D_fake: 0.609 (epoch: 304, iters: 1376, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.591 G_ID: 0.122 G_Rec: 0.273 D_GP: 0.024 D_real: 1.087 D_fake: 0.801 (epoch: 304, iters: 1776, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.774 G_ID: 0.168 G_Rec: 0.371 D_GP: 0.029 D_real: 1.114 D_fake: 0.559 (epoch: 304, iters: 2176, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.691 G_ID: 0.118 G_Rec: 0.301 D_GP: 0.036 D_real: 1.089 D_fake: 0.751 (epoch: 304, iters: 2576, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.924 G_ID: 0.147 G_Rec: 0.399 D_GP: 0.106 D_real: 0.723 D_fake: 0.607 (epoch: 304, iters: 2976, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.685 G_ID: 0.100 G_Rec: 0.304 D_GP: 0.076 D_real: 1.088 D_fake: 0.697 (epoch: 304, iters: 3376, time: 0.064) G_GAN: 0.044 G_GAN_Feat: 0.862 G_ID: 0.183 G_Rec: 0.416 D_GP: 0.030 D_real: 0.736 D_fake: 0.956 (epoch: 304, iters: 3776, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 0.694 G_ID: 0.120 G_Rec: 0.295 D_GP: 0.029 D_real: 0.987 D_fake: 0.871 (epoch: 304, iters: 4176, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.816 G_ID: 0.166 G_Rec: 0.369 D_GP: 0.030 D_real: 1.090 D_fake: 0.624 (epoch: 304, iters: 4576, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.776 G_ID: 0.121 G_Rec: 0.289 D_GP: 0.088 D_real: 0.822 D_fake: 0.749 (epoch: 304, iters: 4976, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 1.402 G_ID: 0.166 G_Rec: 0.506 D_GP: 1.087 D_real: 0.459 D_fake: 0.607 (epoch: 304, iters: 5376, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.797 G_ID: 0.126 G_Rec: 0.319 D_GP: 0.049 D_real: 0.828 D_fake: 0.846 (epoch: 304, iters: 5776, time: 0.064) G_GAN: 0.601 G_GAN_Feat: 0.972 G_ID: 0.140 G_Rec: 0.421 D_GP: 0.103 D_real: 0.883 D_fake: 0.416 (epoch: 304, iters: 6176, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.766 G_ID: 0.117 G_Rec: 0.280 D_GP: 0.078 D_real: 0.666 D_fake: 0.923 (epoch: 304, iters: 6576, time: 0.064) G_GAN: 0.636 G_GAN_Feat: 1.085 G_ID: 0.152 G_Rec: 0.447 D_GP: 0.065 D_real: 0.721 D_fake: 0.383 (epoch: 304, iters: 6976, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.778 G_ID: 0.123 G_Rec: 0.286 D_GP: 0.031 D_real: 0.855 D_fake: 0.887 (epoch: 304, iters: 7376, time: 0.064) G_GAN: 0.510 G_GAN_Feat: 0.989 G_ID: 0.157 G_Rec: 0.411 D_GP: 0.028 D_real: 1.061 D_fake: 0.494 (epoch: 304, iters: 7776, time: 0.064) G_GAN: 0.172 G_GAN_Feat: 0.776 G_ID: 0.135 G_Rec: 0.282 D_GP: 0.032 D_real: 0.778 D_fake: 0.829 (epoch: 304, iters: 8176, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.887 G_ID: 0.193 G_Rec: 0.375 D_GP: 0.026 D_real: 0.952 D_fake: 0.742 (epoch: 304, iters: 8576, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.901 G_ID: 0.136 G_Rec: 0.307 D_GP: 0.123 D_real: 0.443 D_fake: 0.726 (epoch: 305, iters: 368, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.782 G_ID: 0.172 G_Rec: 0.410 D_GP: 0.019 D_real: 1.223 D_fake: 0.614 (epoch: 305, iters: 768, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.554 G_ID: 0.104 G_Rec: 0.272 D_GP: 0.021 D_real: 1.220 D_fake: 0.809 (epoch: 305, iters: 1168, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.777 G_ID: 0.155 G_Rec: 0.363 D_GP: 0.029 D_real: 0.999 D_fake: 0.748 (epoch: 305, iters: 1568, time: 0.064) G_GAN: 0.149 G_GAN_Feat: 0.550 G_ID: 0.103 G_Rec: 0.267 D_GP: 0.018 D_real: 1.164 D_fake: 0.851 (epoch: 305, iters: 1968, time: 0.064) G_GAN: 0.443 G_GAN_Feat: 0.773 G_ID: 0.148 G_Rec: 0.359 D_GP: 0.020 D_real: 1.265 D_fake: 0.565 (epoch: 305, iters: 2368, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 0.677 G_ID: 0.146 G_Rec: 0.308 D_GP: 0.033 D_real: 0.906 D_fake: 0.906 (epoch: 305, iters: 2768, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.903 G_ID: 0.140 G_Rec: 0.392 D_GP: 0.037 D_real: 0.952 D_fake: 0.649 (epoch: 305, iters: 3168, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.742 G_ID: 0.094 G_Rec: 0.309 D_GP: 0.125 D_real: 0.799 D_fake: 0.850 (epoch: 305, iters: 3568, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.905 G_ID: 0.179 G_Rec: 0.405 D_GP: 0.024 D_real: 1.246 D_fake: 0.468 (epoch: 305, iters: 3968, time: 0.064) G_GAN: 0.311 G_GAN_Feat: 0.719 G_ID: 0.145 G_Rec: 0.304 D_GP: 0.052 D_real: 1.034 D_fake: 0.693 (epoch: 305, iters: 4368, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 0.810 G_ID: 0.160 G_Rec: 0.383 D_GP: 0.025 D_real: 1.429 D_fake: 0.426 (epoch: 305, iters: 4768, time: 0.064) G_GAN: 0.032 G_GAN_Feat: 0.641 G_ID: 0.139 G_Rec: 0.285 D_GP: 0.046 D_real: 0.862 D_fake: 0.968 (epoch: 305, iters: 5168, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.796 G_ID: 0.152 G_Rec: 0.382 D_GP: 0.023 D_real: 1.152 D_fake: 0.573 (epoch: 305, iters: 5568, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.908 G_ID: 0.153 G_Rec: 0.346 D_GP: 0.398 D_real: 0.576 D_fake: 0.665 (epoch: 305, iters: 5968, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 0.897 G_ID: 0.179 G_Rec: 0.414 D_GP: 0.025 D_real: 0.875 D_fake: 0.803 (epoch: 305, iters: 6368, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.727 G_ID: 0.119 G_Rec: 0.310 D_GP: 0.022 D_real: 1.144 D_fake: 0.752 (epoch: 305, iters: 6768, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.792 G_ID: 0.166 G_Rec: 0.351 D_GP: 0.021 D_real: 1.260 D_fake: 0.520 (epoch: 305, iters: 7168, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.787 G_ID: 0.118 G_Rec: 0.288 D_GP: 0.060 D_real: 0.486 D_fake: 0.915 (epoch: 305, iters: 7568, time: 0.064) G_GAN: 0.494 G_GAN_Feat: 0.839 G_ID: 0.168 G_Rec: 0.375 D_GP: 0.023 D_real: 1.232 D_fake: 0.520 (epoch: 305, iters: 7968, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.849 G_ID: 0.135 G_Rec: 0.325 D_GP: 0.070 D_real: 0.853 D_fake: 0.604 (epoch: 305, iters: 8368, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.919 G_ID: 0.172 G_Rec: 0.357 D_GP: 0.027 D_real: 1.199 D_fake: 0.570 (epoch: 306, iters: 160, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.733 G_ID: 0.109 G_Rec: 0.286 D_GP: 0.024 D_real: 0.988 D_fake: 0.840 (epoch: 306, iters: 560, time: 0.064) G_GAN: 0.990 G_GAN_Feat: 1.099 G_ID: 0.143 G_Rec: 0.454 D_GP: 0.024 D_real: 1.433 D_fake: 0.251 (epoch: 306, iters: 960, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 1.023 G_ID: 0.132 G_Rec: 0.323 D_GP: 0.629 D_real: 0.455 D_fake: 0.637 (epoch: 306, iters: 1360, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.856 G_ID: 0.150 G_Rec: 0.348 D_GP: 0.021 D_real: 1.042 D_fake: 0.651 (epoch: 306, iters: 1760, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.727 G_ID: 0.111 G_Rec: 0.285 D_GP: 0.027 D_real: 0.979 D_fake: 0.855 (epoch: 306, iters: 2160, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.756 G_ID: 0.188 G_Rec: 0.320 D_GP: 0.025 D_real: 1.103 D_fake: 0.754 (epoch: 306, iters: 2560, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.680 G_ID: 0.125 G_Rec: 0.288 D_GP: 0.023 D_real: 1.173 D_fake: 0.786 (epoch: 306, iters: 2960, time: 0.064) G_GAN: 0.578 G_GAN_Feat: 1.235 G_ID: 0.171 G_Rec: 0.429 D_GP: 0.068 D_real: 0.527 D_fake: 0.432 (epoch: 306, iters: 3360, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.535 G_ID: 0.129 G_Rec: 0.306 D_GP: 0.018 D_real: 1.198 D_fake: 0.808 (epoch: 306, iters: 3760, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.739 G_ID: 0.159 G_Rec: 0.388 D_GP: 0.019 D_real: 1.257 D_fake: 0.577 (epoch: 306, iters: 4160, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.558 G_ID: 0.125 G_Rec: 0.287 D_GP: 0.032 D_real: 1.108 D_fake: 0.814 (epoch: 306, iters: 4560, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.715 G_ID: 0.155 G_Rec: 0.378 D_GP: 0.022 D_real: 1.173 D_fake: 0.583 (epoch: 306, iters: 4960, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.557 G_ID: 0.120 G_Rec: 0.285 D_GP: 0.024 D_real: 1.260 D_fake: 0.711 (epoch: 306, iters: 5360, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.737 G_ID: 0.157 G_Rec: 0.373 D_GP: 0.024 D_real: 1.098 D_fake: 0.697 (epoch: 306, iters: 5760, time: 0.064) G_GAN: 0.060 G_GAN_Feat: 0.553 G_ID: 0.134 G_Rec: 0.266 D_GP: 0.024 D_real: 0.988 D_fake: 0.940 (epoch: 306, iters: 6160, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.808 G_ID: 0.199 G_Rec: 0.387 D_GP: 0.035 D_real: 0.996 D_fake: 0.636 (epoch: 306, iters: 6560, time: 0.064) G_GAN: 0.033 G_GAN_Feat: 0.587 G_ID: 0.114 G_Rec: 0.260 D_GP: 0.038 D_real: 0.913 D_fake: 0.967 (epoch: 306, iters: 6960, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.790 G_ID: 0.145 G_Rec: 0.389 D_GP: 0.046 D_real: 1.007 D_fake: 0.736 (epoch: 306, iters: 7360, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.676 G_ID: 0.137 G_Rec: 0.304 D_GP: 0.034 D_real: 1.017 D_fake: 0.879 (epoch: 306, iters: 7760, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.815 G_ID: 0.150 G_Rec: 0.375 D_GP: 0.030 D_real: 0.907 D_fake: 0.739 (epoch: 306, iters: 8160, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.658 G_ID: 0.119 G_Rec: 0.311 D_GP: 0.038 D_real: 1.142 D_fake: 0.691 (epoch: 306, iters: 8560, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.891 G_ID: 0.168 G_Rec: 0.378 D_GP: 0.037 D_real: 1.102 D_fake: 0.489 (epoch: 307, iters: 352, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.644 G_ID: 0.121 G_Rec: 0.317 D_GP: 0.024 D_real: 1.000 D_fake: 0.827 (epoch: 307, iters: 752, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 0.814 G_ID: 0.158 G_Rec: 0.382 D_GP: 0.024 D_real: 1.273 D_fake: 0.457 (epoch: 307, iters: 1152, time: 0.064) G_GAN: -0.025 G_GAN_Feat: 0.784 G_ID: 0.158 G_Rec: 0.334 D_GP: 0.182 D_real: 0.506 D_fake: 1.025 (epoch: 307, iters: 1552, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 1.010 G_ID: 0.153 G_Rec: 0.397 D_GP: 0.219 D_real: 0.335 D_fake: 0.780 (epoch: 307, iters: 1952, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.718 G_ID: 0.115 G_Rec: 0.260 D_GP: 0.070 D_real: 0.815 D_fake: 0.722 (epoch: 307, iters: 2352, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.888 G_ID: 0.160 G_Rec: 0.332 D_GP: 0.031 D_real: 0.985 D_fake: 0.781 (epoch: 307, iters: 2752, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.841 G_ID: 0.123 G_Rec: 0.307 D_GP: 0.024 D_real: 0.909 D_fake: 0.833 (epoch: 307, iters: 3152, time: 0.064) G_GAN: -0.090 G_GAN_Feat: 1.281 G_ID: 0.148 G_Rec: 0.450 D_GP: 0.051 D_real: 1.212 D_fake: 1.093 (epoch: 307, iters: 3552, time: 0.064) G_GAN: -0.280 G_GAN_Feat: 0.760 G_ID: 0.123 G_Rec: 0.318 D_GP: 0.020 D_real: 0.644 D_fake: 1.280 (epoch: 307, iters: 3952, time: 0.064) G_GAN: 0.097 G_GAN_Feat: 0.789 G_ID: 0.156 G_Rec: 0.359 D_GP: 0.021 D_real: 0.939 D_fake: 0.904 (epoch: 307, iters: 4352, time: 0.064) G_GAN: -0.034 G_GAN_Feat: 0.663 G_ID: 0.112 G_Rec: 0.308 D_GP: 0.023 D_real: 0.855 D_fake: 1.034 (epoch: 307, iters: 4752, time: 0.064) G_GAN: 0.052 G_GAN_Feat: 0.840 G_ID: 0.184 G_Rec: 0.342 D_GP: 0.038 D_real: 0.784 D_fake: 0.949 (epoch: 307, iters: 5152, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.875 G_ID: 0.135 G_Rec: 0.312 D_GP: 0.201 D_real: 0.469 D_fake: 0.901 (epoch: 307, iters: 5552, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 0.907 G_ID: 0.151 G_Rec: 0.430 D_GP: 0.043 D_real: 1.206 D_fake: 0.439 (epoch: 307, iters: 5952, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.614 G_ID: 0.119 G_Rec: 0.269 D_GP: 0.021 D_real: 1.308 D_fake: 0.661 (epoch: 307, iters: 6352, time: 0.064) G_GAN: 0.520 G_GAN_Feat: 1.062 G_ID: 0.150 G_Rec: 0.440 D_GP: 0.173 D_real: 0.592 D_fake: 0.494 (epoch: 307, iters: 6752, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.897 G_ID: 0.118 G_Rec: 0.318 D_GP: 0.024 D_real: 0.789 D_fake: 0.609 (epoch: 307, iters: 7152, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.965 G_ID: 0.160 G_Rec: 0.396 D_GP: 0.109 D_real: 0.674 D_fake: 0.754 (epoch: 307, iters: 7552, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.739 G_ID: 0.121 G_Rec: 0.311 D_GP: 0.023 D_real: 1.253 D_fake: 0.636 (epoch: 307, iters: 7952, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.959 G_ID: 0.161 G_Rec: 0.382 D_GP: 0.032 D_real: 0.937 D_fake: 0.572 (epoch: 307, iters: 8352, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.787 G_ID: 0.134 G_Rec: 0.268 D_GP: 0.032 D_real: 0.846 D_fake: 0.675 (epoch: 308, iters: 144, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.824 G_ID: 0.145 G_Rec: 0.374 D_GP: 0.021 D_real: 1.245 D_fake: 0.531 (epoch: 308, iters: 544, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.644 G_ID: 0.156 G_Rec: 0.303 D_GP: 0.018 D_real: 1.139 D_fake: 0.797 (epoch: 308, iters: 944, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.883 G_ID: 0.151 G_Rec: 0.382 D_GP: 0.026 D_real: 1.085 D_fake: 0.615 (epoch: 308, iters: 1344, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.620 G_ID: 0.115 G_Rec: 0.290 D_GP: 0.024 D_real: 1.269 D_fake: 0.642 (epoch: 308, iters: 1744, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.788 G_ID: 0.151 G_Rec: 0.351 D_GP: 0.031 D_real: 1.105 D_fake: 0.667 (epoch: 308, iters: 2144, time: 0.064) G_GAN: -0.406 G_GAN_Feat: 0.635 G_ID: 0.140 G_Rec: 0.316 D_GP: 0.020 D_real: 0.609 D_fake: 1.406 (epoch: 308, iters: 2544, time: 0.064) G_GAN: 0.065 G_GAN_Feat: 0.767 G_ID: 0.149 G_Rec: 0.355 D_GP: 0.021 D_real: 0.813 D_fake: 0.937 (epoch: 308, iters: 2944, time: 0.064) G_GAN: -0.096 G_GAN_Feat: 0.602 G_ID: 0.122 G_Rec: 0.267 D_GP: 0.022 D_real: 0.834 D_fake: 1.099 (epoch: 308, iters: 3344, time: 0.064) G_GAN: 0.010 G_GAN_Feat: 0.909 G_ID: 0.169 G_Rec: 0.399 D_GP: 0.049 D_real: 0.559 D_fake: 0.990 (epoch: 308, iters: 3744, time: 0.064) G_GAN: 0.058 G_GAN_Feat: 0.669 G_ID: 0.130 G_Rec: 0.279 D_GP: 0.037 D_real: 0.834 D_fake: 0.942 (epoch: 308, iters: 4144, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.871 G_ID: 0.135 G_Rec: 0.379 D_GP: 0.042 D_real: 0.999 D_fake: 0.489 (epoch: 308, iters: 4544, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.715 G_ID: 0.121 G_Rec: 0.283 D_GP: 0.037 D_real: 1.242 D_fake: 0.543 (epoch: 308, iters: 4944, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.850 G_ID: 0.169 G_Rec: 0.431 D_GP: 0.025 D_real: 1.101 D_fake: 0.711 (epoch: 308, iters: 5344, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.618 G_ID: 0.114 G_Rec: 0.275 D_GP: 0.021 D_real: 1.133 D_fake: 0.782 (epoch: 308, iters: 5744, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.873 G_ID: 0.157 G_Rec: 0.387 D_GP: 0.036 D_real: 0.952 D_fake: 0.710 (epoch: 308, iters: 6144, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.611 G_ID: 0.131 G_Rec: 0.264 D_GP: 0.025 D_real: 1.046 D_fake: 0.832 (epoch: 308, iters: 6544, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 0.873 G_ID: 0.163 G_Rec: 0.419 D_GP: 0.032 D_real: 1.177 D_fake: 0.511 (epoch: 308, iters: 6944, time: 0.064) G_GAN: 0.124 G_GAN_Feat: 0.627 G_ID: 0.114 G_Rec: 0.291 D_GP: 0.023 D_real: 1.027 D_fake: 0.876 (epoch: 308, iters: 7344, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.769 G_ID: 0.139 G_Rec: 0.358 D_GP: 0.024 D_real: 1.137 D_fake: 0.574 (epoch: 308, iters: 7744, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.578 G_ID: 0.121 G_Rec: 0.275 D_GP: 0.023 D_real: 1.028 D_fake: 0.893 (epoch: 308, iters: 8144, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 0.842 G_ID: 0.170 G_Rec: 0.369 D_GP: 0.033 D_real: 1.141 D_fake: 0.516 (epoch: 308, iters: 8544, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.652 G_ID: 0.119 G_Rec: 0.278 D_GP: 0.052 D_real: 0.941 D_fake: 0.863 (epoch: 309, iters: 336, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.971 G_ID: 0.161 G_Rec: 0.450 D_GP: 0.153 D_real: 0.790 D_fake: 0.522 (epoch: 309, iters: 736, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.703 G_ID: 0.124 G_Rec: 0.283 D_GP: 0.066 D_real: 0.799 D_fake: 0.889 (epoch: 309, iters: 1136, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 0.887 G_ID: 0.147 G_Rec: 0.392 D_GP: 0.040 D_real: 1.222 D_fake: 0.441 (epoch: 309, iters: 1536, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.714 G_ID: 0.119 G_Rec: 0.260 D_GP: 0.032 D_real: 1.204 D_fake: 0.624 (epoch: 309, iters: 1936, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.876 G_ID: 0.160 G_Rec: 0.384 D_GP: 0.025 D_real: 1.040 D_fake: 0.637 (epoch: 309, iters: 2336, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.861 G_ID: 0.128 G_Rec: 0.323 D_GP: 0.169 D_real: 0.598 D_fake: 0.817 (epoch: 309, iters: 2736, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 0.934 G_ID: 0.170 G_Rec: 0.404 D_GP: 0.039 D_real: 1.229 D_fake: 0.544 (epoch: 309, iters: 3136, time: 0.064) G_GAN: 0.633 G_GAN_Feat: 0.861 G_ID: 0.126 G_Rec: 0.310 D_GP: 0.215 D_real: 0.899 D_fake: 0.557 (epoch: 309, iters: 3536, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.935 G_ID: 0.148 G_Rec: 0.388 D_GP: 0.033 D_real: 1.126 D_fake: 0.603 (epoch: 309, iters: 3936, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.670 G_ID: 0.124 G_Rec: 0.292 D_GP: 0.025 D_real: 1.164 D_fake: 0.652 (epoch: 309, iters: 4336, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 1.086 G_ID: 0.158 G_Rec: 0.436 D_GP: 0.168 D_real: 0.509 D_fake: 0.552 (epoch: 309, iters: 4736, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.767 G_ID: 0.109 G_Rec: 0.297 D_GP: 0.039 D_real: 1.044 D_fake: 0.550 (epoch: 309, iters: 5136, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.850 G_ID: 0.146 G_Rec: 0.447 D_GP: 0.023 D_real: 1.177 D_fake: 0.643 (epoch: 309, iters: 5536, time: 0.064) G_GAN: -0.072 G_GAN_Feat: 0.664 G_ID: 0.107 G_Rec: 0.292 D_GP: 0.019 D_real: 0.816 D_fake: 1.072 (epoch: 309, iters: 5936, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.828 G_ID: 0.136 G_Rec: 0.364 D_GP: 0.025 D_real: 0.933 D_fake: 0.785 (epoch: 309, iters: 6336, time: 0.064) G_GAN: 0.081 G_GAN_Feat: 0.654 G_ID: 0.126 G_Rec: 0.287 D_GP: 0.025 D_real: 0.965 D_fake: 0.919 (epoch: 309, iters: 6736, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.937 G_ID: 0.162 G_Rec: 0.386 D_GP: 0.028 D_real: 0.806 D_fake: 0.750 (epoch: 309, iters: 7136, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.771 G_ID: 0.121 G_Rec: 0.308 D_GP: 0.031 D_real: 0.920 D_fake: 0.687 (epoch: 309, iters: 7536, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.872 G_ID: 0.166 G_Rec: 0.358 D_GP: 0.023 D_real: 1.220 D_fake: 0.560 (epoch: 309, iters: 7936, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.616 G_ID: 0.156 G_Rec: 0.262 D_GP: 0.023 D_real: 1.053 D_fake: 0.808 (epoch: 309, iters: 8336, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 0.946 G_ID: 0.162 G_Rec: 0.359 D_GP: 0.053 D_real: 0.886 D_fake: 0.584 (epoch: 310, iters: 128, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.757 G_ID: 0.138 G_Rec: 0.303 D_GP: 0.053 D_real: 1.131 D_fake: 0.729 (epoch: 310, iters: 528, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 1.012 G_ID: 0.144 G_Rec: 0.418 D_GP: 0.135 D_real: 0.522 D_fake: 0.757 (epoch: 310, iters: 928, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.716 G_ID: 0.129 G_Rec: 0.290 D_GP: 0.030 D_real: 1.193 D_fake: 0.623 (epoch: 310, iters: 1328, time: 0.064) G_GAN: 0.797 G_GAN_Feat: 1.103 G_ID: 0.167 G_Rec: 0.428 D_GP: 0.343 D_real: 0.508 D_fake: 0.352 (epoch: 310, iters: 1728, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.703 G_ID: 0.139 G_Rec: 0.294 D_GP: 0.028 D_real: 1.247 D_fake: 0.661 (epoch: 310, iters: 2128, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.751 G_ID: 0.145 G_Rec: 0.313 D_GP: 0.022 D_real: 1.231 D_fake: 0.677 (epoch: 310, iters: 2528, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.806 G_ID: 0.115 G_Rec: 0.302 D_GP: 0.047 D_real: 1.154 D_fake: 0.686 (epoch: 310, iters: 2928, time: 0.064) G_GAN: 0.690 G_GAN_Feat: 0.983 G_ID: 0.153 G_Rec: 0.377 D_GP: 0.038 D_real: 1.078 D_fake: 0.367 (epoch: 310, iters: 3328, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.701 G_ID: 0.102 G_Rec: 0.265 D_GP: 0.032 D_real: 1.091 D_fake: 0.662 (epoch: 310, iters: 3728, time: 0.064) G_GAN: 0.851 G_GAN_Feat: 0.918 G_ID: 0.152 G_Rec: 0.408 D_GP: 0.068 D_real: 1.521 D_fake: 0.220 (epoch: 310, iters: 4128, time: 0.064) G_GAN: 0.110 G_GAN_Feat: 0.621 G_ID: 0.126 G_Rec: 0.267 D_GP: 0.022 D_real: 1.008 D_fake: 0.890 (epoch: 310, iters: 4528, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.883 G_ID: 0.177 G_Rec: 0.410 D_GP: 0.025 D_real: 1.013 D_fake: 0.646 (epoch: 310, iters: 4928, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.792 G_ID: 0.138 G_Rec: 0.292 D_GP: 0.067 D_real: 0.836 D_fake: 0.819 (epoch: 310, iters: 5328, time: 0.064) G_GAN: 0.727 G_GAN_Feat: 0.954 G_ID: 0.158 G_Rec: 0.402 D_GP: 0.021 D_real: 1.398 D_fake: 0.289 (epoch: 310, iters: 5728, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.703 G_ID: 0.123 G_Rec: 0.281 D_GP: 0.019 D_real: 1.095 D_fake: 0.784 (epoch: 310, iters: 6128, time: 0.064) G_GAN: 0.579 G_GAN_Feat: 0.977 G_ID: 0.178 G_Rec: 0.406 D_GP: 0.026 D_real: 1.051 D_fake: 0.425 (epoch: 310, iters: 6528, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.595 G_ID: 0.120 G_Rec: 0.289 D_GP: 0.020 D_real: 1.301 D_fake: 0.746 (epoch: 310, iters: 6928, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.847 G_ID: 0.165 G_Rec: 0.491 D_GP: 0.031 D_real: 1.105 D_fake: 0.583 (epoch: 310, iters: 7328, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.661 G_ID: 0.147 G_Rec: 0.297 D_GP: 0.029 D_real: 0.989 D_fake: 0.898 (epoch: 310, iters: 7728, time: 0.064) G_GAN: 0.310 G_GAN_Feat: 0.824 G_ID: 0.144 G_Rec: 0.391 D_GP: 0.032 D_real: 0.961 D_fake: 0.692 (epoch: 310, iters: 8128, time: 0.064) G_GAN: 0.183 G_GAN_Feat: 0.655 G_ID: 0.114 G_Rec: 0.298 D_GP: 0.023 D_real: 1.121 D_fake: 0.817 (epoch: 310, iters: 8528, time: 0.064) G_GAN: 0.567 G_GAN_Feat: 0.879 G_ID: 0.152 G_Rec: 0.399 D_GP: 0.039 D_real: 1.284 D_fake: 0.449 (epoch: 311, iters: 320, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.622 G_ID: 0.112 G_Rec: 0.289 D_GP: 0.019 D_real: 1.181 D_fake: 0.754 (epoch: 311, iters: 720, time: 0.064) G_GAN: 0.510 G_GAN_Feat: 0.934 G_ID: 0.145 G_Rec: 0.375 D_GP: 0.085 D_real: 0.875 D_fake: 0.510 (epoch: 311, iters: 1120, time: 0.064) G_GAN: 0.112 G_GAN_Feat: 0.826 G_ID: 0.129 G_Rec: 0.296 D_GP: 0.061 D_real: 0.463 D_fake: 0.889 (epoch: 311, iters: 1520, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.794 G_ID: 0.170 G_Rec: 0.386 D_GP: 0.017 D_real: 1.261 D_fake: 0.604 (epoch: 311, iters: 1920, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.662 G_ID: 0.110 G_Rec: 0.336 D_GP: 0.021 D_real: 1.123 D_fake: 0.814 (epoch: 311, iters: 2320, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.745 G_ID: 0.162 G_Rec: 0.362 D_GP: 0.019 D_real: 1.273 D_fake: 0.580 (epoch: 311, iters: 2720, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.577 G_ID: 0.116 G_Rec: 0.299 D_GP: 0.024 D_real: 1.156 D_fake: 0.789 (epoch: 311, iters: 3120, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.729 G_ID: 0.150 G_Rec: 0.337 D_GP: 0.023 D_real: 1.204 D_fake: 0.640 (epoch: 311, iters: 3520, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.700 G_ID: 0.136 G_Rec: 0.327 D_GP: 0.104 D_real: 0.881 D_fake: 0.989 (epoch: 311, iters: 3920, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.747 G_ID: 0.165 G_Rec: 0.346 D_GP: 0.024 D_real: 1.159 D_fake: 0.650 (epoch: 311, iters: 4320, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.597 G_ID: 0.130 G_Rec: 0.268 D_GP: 0.023 D_real: 1.122 D_fake: 0.826 (epoch: 311, iters: 4720, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.799 G_ID: 0.161 G_Rec: 0.370 D_GP: 0.029 D_real: 1.108 D_fake: 0.655 (epoch: 311, iters: 5120, time: 0.064) G_GAN: 0.064 G_GAN_Feat: 0.755 G_ID: 0.119 G_Rec: 0.306 D_GP: 0.242 D_real: 0.525 D_fake: 0.936 (epoch: 311, iters: 5520, time: 0.064) G_GAN: 0.641 G_GAN_Feat: 0.854 G_ID: 0.161 G_Rec: 0.396 D_GP: 0.023 D_real: 1.384 D_fake: 0.369 (epoch: 311, iters: 5920, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.744 G_ID: 0.097 G_Rec: 0.315 D_GP: 0.100 D_real: 0.963 D_fake: 0.695 (epoch: 311, iters: 6320, time: 0.064) G_GAN: 0.470 G_GAN_Feat: 0.833 G_ID: 0.168 G_Rec: 0.360 D_GP: 0.025 D_real: 1.207 D_fake: 0.538 (epoch: 311, iters: 6720, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.764 G_ID: 0.109 G_Rec: 0.332 D_GP: 0.038 D_real: 0.977 D_fake: 0.737 (epoch: 311, iters: 7120, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.873 G_ID: 0.169 G_Rec: 0.425 D_GP: 0.051 D_real: 0.975 D_fake: 0.605 (epoch: 311, iters: 7520, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.832 G_ID: 0.113 G_Rec: 0.298 D_GP: 0.051 D_real: 0.835 D_fake: 0.797 (epoch: 311, iters: 7920, time: 0.064) G_GAN: 0.530 G_GAN_Feat: 0.946 G_ID: 0.156 G_Rec: 0.388 D_GP: 0.030 D_real: 1.207 D_fake: 0.475 (epoch: 311, iters: 8320, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.568 G_ID: 0.111 G_Rec: 0.241 D_GP: 0.018 D_real: 1.157 D_fake: 0.800 (epoch: 312, iters: 112, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.843 G_ID: 0.154 G_Rec: 0.371 D_GP: 0.037 D_real: 1.051 D_fake: 0.680 (epoch: 312, iters: 512, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.664 G_ID: 0.103 G_Rec: 0.282 D_GP: 0.059 D_real: 1.140 D_fake: 0.781 (epoch: 312, iters: 912, time: 0.064) G_GAN: 0.593 G_GAN_Feat: 0.893 G_ID: 0.159 G_Rec: 0.391 D_GP: 0.022 D_real: 1.352 D_fake: 0.410 (epoch: 312, iters: 1312, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.630 G_ID: 0.113 G_Rec: 0.272 D_GP: 0.017 D_real: 1.369 D_fake: 0.545 (epoch: 312, iters: 1712, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 1.030 G_ID: 0.148 G_Rec: 0.419 D_GP: 0.151 D_real: 0.559 D_fake: 0.583 (epoch: 312, iters: 2112, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.733 G_ID: 0.111 G_Rec: 0.307 D_GP: 0.023 D_real: 0.941 D_fake: 0.870 (epoch: 312, iters: 2512, time: 0.064) G_GAN: 0.078 G_GAN_Feat: 0.752 G_ID: 0.170 G_Rec: 0.340 D_GP: 0.021 D_real: 0.984 D_fake: 0.922 (epoch: 312, iters: 2912, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.685 G_ID: 0.117 G_Rec: 0.282 D_GP: 0.046 D_real: 1.098 D_fake: 0.782 (epoch: 312, iters: 3312, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 1.071 G_ID: 0.159 G_Rec: 0.416 D_GP: 0.555 D_real: 0.662 D_fake: 0.538 (epoch: 312, iters: 3712, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.672 G_ID: 0.100 G_Rec: 0.274 D_GP: 0.023 D_real: 1.089 D_fake: 0.783 (epoch: 312, iters: 4112, time: 0.064) G_GAN: 0.675 G_GAN_Feat: 1.069 G_ID: 0.162 G_Rec: 0.439 D_GP: 0.181 D_real: 1.007 D_fake: 0.471 (epoch: 312, iters: 4512, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.846 G_ID: 0.135 G_Rec: 0.336 D_GP: 0.082 D_real: 0.558 D_fake: 0.787 (epoch: 312, iters: 4912, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.969 G_ID: 0.169 G_Rec: 0.381 D_GP: 0.063 D_real: 0.748 D_fake: 0.694 (epoch: 312, iters: 5312, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.709 G_ID: 0.151 G_Rec: 0.292 D_GP: 0.029 D_real: 1.101 D_fake: 0.691 (epoch: 312, iters: 5712, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.763 G_ID: 0.162 G_Rec: 0.427 D_GP: 0.020 D_real: 1.104 D_fake: 0.723 (epoch: 312, iters: 6112, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.503 G_ID: 0.109 G_Rec: 0.299 D_GP: 0.020 D_real: 1.057 D_fake: 0.887 (epoch: 312, iters: 6512, time: 0.064) G_GAN: -0.018 G_GAN_Feat: 0.677 G_ID: 0.152 G_Rec: 0.354 D_GP: 0.021 D_real: 0.821 D_fake: 1.018 (epoch: 312, iters: 6912, time: 0.064) G_GAN: 0.183 G_GAN_Feat: 0.505 G_ID: 0.128 G_Rec: 0.285 D_GP: 0.021 D_real: 1.135 D_fake: 0.817 (epoch: 312, iters: 7312, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.715 G_ID: 0.148 G_Rec: 0.373 D_GP: 0.021 D_real: 1.032 D_fake: 0.711 (epoch: 312, iters: 7712, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.545 G_ID: 0.113 G_Rec: 0.273 D_GP: 0.022 D_real: 1.037 D_fake: 0.909 (epoch: 312, iters: 8112, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.745 G_ID: 0.163 G_Rec: 0.370 D_GP: 0.026 D_real: 0.966 D_fake: 0.760 (epoch: 312, iters: 8512, time: 0.064) G_GAN: 0.065 G_GAN_Feat: 0.562 G_ID: 0.133 G_Rec: 0.267 D_GP: 0.028 D_real: 1.018 D_fake: 0.935 (epoch: 313, iters: 304, time: 0.064) G_GAN: -0.055 G_GAN_Feat: 0.804 G_ID: 0.166 G_Rec: 0.400 D_GP: 0.034 D_real: 0.668 D_fake: 1.055 (epoch: 313, iters: 704, time: 0.064) G_GAN: 0.098 G_GAN_Feat: 0.571 G_ID: 0.136 G_Rec: 0.261 D_GP: 0.022 D_real: 1.079 D_fake: 0.903 (epoch: 313, iters: 1104, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.863 G_ID: 0.182 G_Rec: 0.408 D_GP: 0.045 D_real: 0.797 D_fake: 0.848 (epoch: 313, iters: 1504, time: 0.064) G_GAN: 0.076 G_GAN_Feat: 0.663 G_ID: 0.125 G_Rec: 0.307 D_GP: 0.034 D_real: 0.860 D_fake: 0.924 (epoch: 313, iters: 1904, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.828 G_ID: 0.142 G_Rec: 0.398 D_GP: 0.022 D_real: 1.177 D_fake: 0.590 (epoch: 313, iters: 2304, time: 0.064) G_GAN: 0.024 G_GAN_Feat: 0.614 G_ID: 0.134 G_Rec: 0.276 D_GP: 0.036 D_real: 0.917 D_fake: 0.976 (epoch: 313, iters: 2704, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.737 G_ID: 0.149 G_Rec: 0.319 D_GP: 0.027 D_real: 1.089 D_fake: 0.747 (epoch: 313, iters: 3104, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.628 G_ID: 0.118 G_Rec: 0.267 D_GP: 0.021 D_real: 1.290 D_fake: 0.702 (epoch: 313, iters: 3504, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.852 G_ID: 0.157 G_Rec: 0.415 D_GP: 0.021 D_real: 1.215 D_fake: 0.552 (epoch: 313, iters: 3904, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.699 G_ID: 0.111 G_Rec: 0.280 D_GP: 0.057 D_real: 0.896 D_fake: 0.780 (epoch: 313, iters: 4304, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.934 G_ID: 0.155 G_Rec: 0.423 D_GP: 0.082 D_real: 0.957 D_fake: 0.504 (epoch: 313, iters: 4704, time: 0.064) G_GAN: -0.016 G_GAN_Feat: 0.755 G_ID: 0.123 G_Rec: 0.312 D_GP: 0.032 D_real: 1.108 D_fake: 1.017 (epoch: 313, iters: 5104, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.736 G_ID: 0.183 G_Rec: 0.355 D_GP: 0.018 D_real: 1.144 D_fake: 0.751 (epoch: 313, iters: 5504, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.668 G_ID: 0.118 G_Rec: 0.303 D_GP: 0.028 D_real: 1.147 D_fake: 0.732 (epoch: 313, iters: 5904, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.824 G_ID: 0.148 G_Rec: 0.387 D_GP: 0.028 D_real: 0.955 D_fake: 0.752 (epoch: 313, iters: 6304, time: 0.064) G_GAN: -0.050 G_GAN_Feat: 0.706 G_ID: 0.125 G_Rec: 0.312 D_GP: 0.043 D_real: 0.718 D_fake: 1.050 (epoch: 313, iters: 6704, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.758 G_ID: 0.147 G_Rec: 0.359 D_GP: 0.020 D_real: 1.141 D_fake: 0.694 (epoch: 313, iters: 7104, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.616 G_ID: 0.114 G_Rec: 0.264 D_GP: 0.027 D_real: 1.091 D_fake: 0.808 (epoch: 313, iters: 7504, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.866 G_ID: 0.168 G_Rec: 0.387 D_GP: 0.049 D_real: 0.821 D_fake: 0.702 (epoch: 313, iters: 7904, time: 0.064) G_GAN: 0.104 G_GAN_Feat: 0.696 G_ID: 0.133 G_Rec: 0.295 D_GP: 0.027 D_real: 0.957 D_fake: 0.896 (epoch: 313, iters: 8304, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.852 G_ID: 0.160 G_Rec: 0.374 D_GP: 0.030 D_real: 1.049 D_fake: 0.585 (epoch: 314, iters: 96, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.805 G_ID: 0.131 G_Rec: 0.331 D_GP: 0.049 D_real: 1.055 D_fake: 0.770 (epoch: 314, iters: 496, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 1.013 G_ID: 0.156 G_Rec: 0.415 D_GP: 0.091 D_real: 0.623 D_fake: 0.697 (epoch: 314, iters: 896, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.639 G_ID: 0.106 G_Rec: 0.259 D_GP: 0.029 D_real: 1.131 D_fake: 0.810 (epoch: 314, iters: 1296, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.999 G_ID: 0.152 G_Rec: 0.423 D_GP: 0.039 D_real: 0.806 D_fake: 0.699 (epoch: 314, iters: 1696, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.643 G_ID: 0.141 G_Rec: 0.296 D_GP: 0.021 D_real: 1.064 D_fake: 0.843 (epoch: 314, iters: 2096, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.931 G_ID: 0.153 G_Rec: 0.398 D_GP: 0.081 D_real: 0.893 D_fake: 0.665 (epoch: 314, iters: 2496, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.670 G_ID: 0.124 G_Rec: 0.289 D_GP: 0.025 D_real: 1.270 D_fake: 0.591 (epoch: 314, iters: 2896, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.866 G_ID: 0.140 G_Rec: 0.397 D_GP: 0.028 D_real: 1.030 D_fake: 0.706 (epoch: 314, iters: 3296, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.707 G_ID: 0.126 G_Rec: 0.303 D_GP: 0.041 D_real: 0.927 D_fake: 0.887 (epoch: 314, iters: 3696, time: 0.064) G_GAN: 0.133 G_GAN_Feat: 0.859 G_ID: 0.177 G_Rec: 0.435 D_GP: 0.026 D_real: 0.985 D_fake: 0.868 (epoch: 314, iters: 4096, time: 0.064) G_GAN: -0.030 G_GAN_Feat: 0.631 G_ID: 0.127 G_Rec: 0.280 D_GP: 0.037 D_real: 0.885 D_fake: 1.030 (epoch: 314, iters: 4496, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.785 G_ID: 0.168 G_Rec: 0.359 D_GP: 0.028 D_real: 0.959 D_fake: 0.765 (epoch: 314, iters: 4896, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.688 G_ID: 0.148 G_Rec: 0.285 D_GP: 0.090 D_real: 0.813 D_fake: 0.885 (epoch: 314, iters: 5296, time: 0.064) G_GAN: 0.108 G_GAN_Feat: 1.000 G_ID: 0.184 G_Rec: 0.419 D_GP: 0.046 D_real: 0.509 D_fake: 0.894 (epoch: 314, iters: 5696, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.610 G_ID: 0.110 G_Rec: 0.289 D_GP: 0.023 D_real: 1.169 D_fake: 0.813 (epoch: 314, iters: 6096, time: 0.064) G_GAN: 0.379 G_GAN_Feat: 0.901 G_ID: 0.171 G_Rec: 0.394 D_GP: 0.045 D_real: 0.865 D_fake: 0.622 (epoch: 314, iters: 6496, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.659 G_ID: 0.124 G_Rec: 0.307 D_GP: 0.026 D_real: 1.134 D_fake: 0.663 (epoch: 314, iters: 6896, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 1.048 G_ID: 0.163 G_Rec: 0.413 D_GP: 0.082 D_real: 0.329 D_fake: 0.637 (epoch: 314, iters: 7296, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.822 G_ID: 0.118 G_Rec: 0.311 D_GP: 0.025 D_real: 0.949 D_fake: 0.610 (epoch: 314, iters: 7696, time: 0.064) G_GAN: 0.399 G_GAN_Feat: 0.809 G_ID: 0.159 G_Rec: 0.374 D_GP: 0.023 D_real: 1.229 D_fake: 0.604 (epoch: 314, iters: 8096, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.823 G_ID: 0.128 G_Rec: 0.335 D_GP: 0.082 D_real: 0.668 D_fake: 0.910 (epoch: 314, iters: 8496, time: 0.064) G_GAN: 0.469 G_GAN_Feat: 0.969 G_ID: 0.151 G_Rec: 0.403 D_GP: 0.088 D_real: 0.736 D_fake: 0.534 (epoch: 315, iters: 288, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.862 G_ID: 0.135 G_Rec: 0.315 D_GP: 0.063 D_real: 0.690 D_fake: 0.639 (epoch: 315, iters: 688, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.926 G_ID: 0.158 G_Rec: 0.422 D_GP: 0.020 D_real: 0.980 D_fake: 0.788 (epoch: 315, iters: 1088, time: 0.064) G_GAN: -0.014 G_GAN_Feat: 0.715 G_ID: 0.133 G_Rec: 0.386 D_GP: 0.021 D_real: 0.888 D_fake: 1.014 (epoch: 315, iters: 1488, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.779 G_ID: 0.159 G_Rec: 0.374 D_GP: 0.023 D_real: 0.946 D_fake: 0.893 (epoch: 315, iters: 1888, time: 0.064) G_GAN: -0.040 G_GAN_Feat: 0.623 G_ID: 0.121 G_Rec: 0.285 D_GP: 0.024 D_real: 0.879 D_fake: 1.040 (epoch: 315, iters: 2288, time: 0.064) G_GAN: 0.352 G_GAN_Feat: 0.816 G_ID: 0.137 G_Rec: 0.391 D_GP: 0.023 D_real: 1.120 D_fake: 0.661 (epoch: 315, iters: 2688, time: 0.064) G_GAN: -0.143 G_GAN_Feat: 0.667 G_ID: 0.121 G_Rec: 0.285 D_GP: 0.038 D_real: 0.736 D_fake: 1.143 (epoch: 315, iters: 3088, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.900 G_ID: 0.119 G_Rec: 0.396 D_GP: 0.034 D_real: 1.046 D_fake: 0.636 (epoch: 315, iters: 3488, time: 0.064) G_GAN: 0.704 G_GAN_Feat: 0.861 G_ID: 0.116 G_Rec: 0.343 D_GP: 0.047 D_real: 1.123 D_fake: 0.508 (epoch: 315, iters: 3888, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.865 G_ID: 0.173 G_Rec: 0.370 D_GP: 0.051 D_real: 0.907 D_fake: 0.800 (epoch: 315, iters: 4288, time: 0.064) G_GAN: 0.588 G_GAN_Feat: 0.824 G_ID: 0.115 G_Rec: 0.306 D_GP: 0.045 D_real: 1.416 D_fake: 0.468 (epoch: 315, iters: 4688, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 1.123 G_ID: 0.158 G_Rec: 0.468 D_GP: 0.215 D_real: 0.298 D_fake: 0.745 (epoch: 315, iters: 5088, time: 0.064) G_GAN: 0.146 G_GAN_Feat: 0.633 G_ID: 0.131 G_Rec: 0.271 D_GP: 0.023 D_real: 1.075 D_fake: 0.854 (epoch: 315, iters: 5488, time: 0.064) G_GAN: 0.637 G_GAN_Feat: 1.161 G_ID: 0.162 G_Rec: 0.480 D_GP: 0.208 D_real: 0.444 D_fake: 0.434 (epoch: 315, iters: 5888, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.712 G_ID: 0.131 G_Rec: 0.305 D_GP: 0.033 D_real: 0.880 D_fake: 0.885 (epoch: 315, iters: 6288, time: 0.064) G_GAN: 0.542 G_GAN_Feat: 1.027 G_ID: 0.169 G_Rec: 0.394 D_GP: 0.276 D_real: 0.638 D_fake: 0.491 (epoch: 315, iters: 6688, time: 0.064) G_GAN: 0.594 G_GAN_Feat: 0.982 G_ID: 0.114 G_Rec: 0.289 D_GP: 0.037 D_real: 1.397 D_fake: 0.561 (epoch: 315, iters: 7088, time: 0.064) G_GAN: 0.631 G_GAN_Feat: 0.859 G_ID: 0.144 G_Rec: 0.354 D_GP: 0.030 D_real: 1.267 D_fake: 0.383 (epoch: 315, iters: 7488, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.900 G_ID: 0.113 G_Rec: 0.299 D_GP: 0.067 D_real: 0.379 D_fake: 0.659 (epoch: 315, iters: 7888, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 1.046 G_ID: 0.163 G_Rec: 0.419 D_GP: 0.043 D_real: 0.788 D_fake: 0.698 (epoch: 315, iters: 8288, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.747 G_ID: 0.118 G_Rec: 0.280 D_GP: 0.037 D_real: 0.957 D_fake: 0.782 (epoch: 316, iters: 80, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 1.271 G_ID: 0.167 G_Rec: 0.452 D_GP: 0.528 D_real: 0.312 D_fake: 0.612 (epoch: 316, iters: 480, time: 0.064) G_GAN: -0.151 G_GAN_Feat: 0.633 G_ID: 0.101 G_Rec: 0.319 D_GP: 0.021 D_real: 0.872 D_fake: 1.151 (epoch: 316, iters: 880, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.858 G_ID: 0.145 G_Rec: 0.408 D_GP: 0.018 D_real: 0.895 D_fake: 0.832 (epoch: 316, iters: 1280, time: 0.064) G_GAN: -0.111 G_GAN_Feat: 0.700 G_ID: 0.122 G_Rec: 0.327 D_GP: 0.026 D_real: 0.785 D_fake: 1.112 (epoch: 316, iters: 1680, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.760 G_ID: 0.147 G_Rec: 0.352 D_GP: 0.024 D_real: 0.893 D_fake: 0.832 (epoch: 316, iters: 2080, time: 0.064) G_GAN: 0.012 G_GAN_Feat: 0.765 G_ID: 0.125 G_Rec: 0.306 D_GP: 0.082 D_real: 0.707 D_fake: 0.988 (epoch: 316, iters: 2480, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.985 G_ID: 0.137 G_Rec: 0.415 D_GP: 0.062 D_real: 0.720 D_fake: 0.598 (epoch: 316, iters: 2880, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.665 G_ID: 0.120 G_Rec: 0.306 D_GP: 0.029 D_real: 1.157 D_fake: 0.889 (epoch: 316, iters: 3280, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.816 G_ID: 0.149 G_Rec: 0.381 D_GP: 0.031 D_real: 1.118 D_fake: 0.613 (epoch: 316, iters: 3680, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.685 G_ID: 0.121 G_Rec: 0.319 D_GP: 0.041 D_real: 1.057 D_fake: 0.809 (epoch: 316, iters: 4080, time: 0.064) G_GAN: 0.581 G_GAN_Feat: 0.785 G_ID: 0.162 G_Rec: 0.344 D_GP: 0.041 D_real: 1.327 D_fake: 0.432 (epoch: 316, iters: 4480, time: 0.064) G_GAN: -0.057 G_GAN_Feat: 0.621 G_ID: 0.118 G_Rec: 0.271 D_GP: 0.023 D_real: 0.844 D_fake: 1.057 (epoch: 316, iters: 4880, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 0.953 G_ID: 0.168 G_Rec: 0.412 D_GP: 0.030 D_real: 1.118 D_fake: 0.547 (epoch: 316, iters: 5280, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.742 G_ID: 0.126 G_Rec: 0.290 D_GP: 0.023 D_real: 1.154 D_fake: 0.693 (epoch: 316, iters: 5680, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 1.048 G_ID: 0.154 G_Rec: 0.446 D_GP: 0.038 D_real: 1.003 D_fake: 0.574 (epoch: 316, iters: 6080, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.898 G_ID: 0.155 G_Rec: 0.315 D_GP: 0.122 D_real: 0.582 D_fake: 0.563 ================ Training Loss (Tue Apr 21 12:46:57 2020) ================ (epoch: 315, iters: 7488, time: 0.075) G_GAN: 0.436 G_GAN_Feat: 0.885 G_ID: 0.143 G_Rec: 0.375 D_GP: 0.027 D_real: 1.123 D_fake: 0.566 (epoch: 315, iters: 7888, time: 0.063) G_GAN: 0.172 G_GAN_Feat: 0.831 G_ID: 0.129 G_Rec: 0.312 D_GP: 0.032 D_real: 0.934 D_fake: 0.857 (epoch: 315, iters: 8288, time: 0.063) G_GAN: 0.629 G_GAN_Feat: 1.244 G_ID: 0.151 G_Rec: 0.425 D_GP: 0.072 D_real: 0.481 D_fake: 0.384 (epoch: 315, iters: 8688, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.816 G_ID: 0.118 G_Rec: 0.341 D_GP: 0.073 D_real: 0.723 D_fake: 0.699 (epoch: 315, iters: 9088, time: 0.063) G_GAN: 0.632 G_GAN_Feat: 0.942 G_ID: 0.132 G_Rec: 0.419 D_GP: 0.027 D_real: 1.228 D_fake: 0.406 (epoch: 315, iters: 9488, time: 0.063) G_GAN: 0.339 G_GAN_Feat: 0.769 G_ID: 0.094 G_Rec: 0.305 D_GP: 0.038 D_real: 1.035 D_fake: 0.667 (epoch: 315, iters: 9888, time: 0.063) G_GAN: 0.933 G_GAN_Feat: 1.035 G_ID: 0.140 G_Rec: 0.405 D_GP: 0.032 D_real: 1.385 D_fake: 0.148 (epoch: 315, iters: 10288, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.686 G_ID: 0.124 G_Rec: 0.289 D_GP: 0.023 D_real: 1.286 D_fake: 0.618 (epoch: 315, iters: 10688, time: 0.063) G_GAN: 0.751 G_GAN_Feat: 1.101 G_ID: 0.159 G_Rec: 0.440 D_GP: 0.062 D_real: 0.495 D_fake: 0.286 (epoch: 315, iters: 11088, time: 0.063) G_GAN: 0.415 G_GAN_Feat: 0.733 G_ID: 0.112 G_Rec: 0.283 D_GP: 0.029 D_real: 1.292 D_fake: 0.592 (epoch: 315, iters: 11488, time: 0.063) G_GAN: 0.606 G_GAN_Feat: 1.195 G_ID: 0.163 G_Rec: 0.421 D_GP: 0.142 D_real: 0.290 D_fake: 0.508 (epoch: 315, iters: 11888, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.732 G_ID: 0.102 G_Rec: 0.286 D_GP: 0.027 D_real: 1.314 D_fake: 0.580 (epoch: 315, iters: 12288, time: 0.064) G_GAN: 0.795 G_GAN_Feat: 1.130 G_ID: 0.150 G_Rec: 0.454 D_GP: 0.036 D_real: 1.068 D_fake: 0.261 (epoch: 315, iters: 12688, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.978 G_ID: 0.119 G_Rec: 0.361 D_GP: 0.087 D_real: 0.949 D_fake: 0.661 (epoch: 315, iters: 13088, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 1.163 G_ID: 0.145 G_Rec: 0.473 D_GP: 0.084 D_real: 0.491 D_fake: 0.524 (epoch: 315, iters: 13488, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.744 G_ID: 0.114 G_Rec: 0.312 D_GP: 0.033 D_real: 1.316 D_fake: 0.624 (epoch: 315, iters: 13888, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.893 G_ID: 0.142 G_Rec: 0.406 D_GP: 0.045 D_real: 0.997 D_fake: 0.561 (epoch: 315, iters: 14288, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.828 G_ID: 0.125 G_Rec: 0.318 D_GP: 0.166 D_real: 0.875 D_fake: 0.619 (epoch: 315, iters: 14688, time: 0.064) G_GAN: 0.534 G_GAN_Feat: 0.946 G_ID: 0.135 G_Rec: 0.411 D_GP: 0.028 D_real: 1.180 D_fake: 0.469 (epoch: 315, iters: 15088, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.644 G_ID: 0.109 G_Rec: 0.272 D_GP: 0.026 D_real: 1.276 D_fake: 0.658 (epoch: 315, iters: 15488, time: 0.063) G_GAN: 0.653 G_GAN_Feat: 0.875 G_ID: 0.142 G_Rec: 0.405 D_GP: 0.030 D_real: 1.307 D_fake: 0.364 (epoch: 316, iters: 286, time: 0.063) G_GAN: 0.178 G_GAN_Feat: 0.858 G_ID: 0.099 G_Rec: 0.324 D_GP: 0.109 D_real: 0.509 D_fake: 0.824 (epoch: 316, iters: 686, time: 0.063) G_GAN: 0.728 G_GAN_Feat: 1.022 G_ID: 0.135 G_Rec: 0.447 D_GP: 0.034 D_real: 1.279 D_fake: 0.301 (epoch: 316, iters: 1086, time: 0.064) G_GAN: 0.131 G_GAN_Feat: 0.753 G_ID: 0.120 G_Rec: 0.326 D_GP: 0.030 D_real: 0.947 D_fake: 0.869 (epoch: 316, iters: 1486, time: 0.063) G_GAN: 0.516 G_GAN_Feat: 0.917 G_ID: 0.154 G_Rec: 0.416 D_GP: 0.042 D_real: 1.112 D_fake: 0.488 (epoch: 316, iters: 1886, time: 0.063) G_GAN: 0.396 G_GAN_Feat: 0.821 G_ID: 0.095 G_Rec: 0.286 D_GP: 0.057 D_real: 0.844 D_fake: 0.605 (epoch: 316, iters: 2286, time: 0.063) G_GAN: 0.320 G_GAN_Feat: 0.992 G_ID: 0.138 G_Rec: 0.433 D_GP: 0.033 D_real: 0.959 D_fake: 0.681 (epoch: 316, iters: 2686, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.833 G_ID: 0.110 G_Rec: 0.334 D_GP: 0.029 D_real: 1.181 D_fake: 0.578 (epoch: 316, iters: 3086, time: 0.063) G_GAN: 0.819 G_GAN_Feat: 1.221 G_ID: 0.150 G_Rec: 0.472 D_GP: 0.570 D_real: 0.536 D_fake: 0.269 (epoch: 316, iters: 3486, time: 0.063) G_GAN: 0.366 G_GAN_Feat: 0.850 G_ID: 0.106 G_Rec: 0.313 D_GP: 0.028 D_real: 0.922 D_fake: 0.635 (epoch: 316, iters: 3886, time: 0.063) G_GAN: 0.928 G_GAN_Feat: 1.102 G_ID: 0.154 G_Rec: 0.452 D_GP: 0.040 D_real: 1.486 D_fake: 0.242 (epoch: 316, iters: 4286, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.660 G_ID: 0.120 G_Rec: 0.299 D_GP: 0.025 D_real: 1.111 D_fake: 0.799 (epoch: 316, iters: 4686, time: 0.063) G_GAN: 0.411 G_GAN_Feat: 0.899 G_ID: 0.157 G_Rec: 0.403 D_GP: 0.034 D_real: 0.993 D_fake: 0.592 (epoch: 316, iters: 5086, time: 0.063) G_GAN: 0.332 G_GAN_Feat: 0.691 G_ID: 0.098 G_Rec: 0.289 D_GP: 0.027 D_real: 1.151 D_fake: 0.669 (epoch: 316, iters: 5486, time: 0.063) G_GAN: 0.598 G_GAN_Feat: 0.986 G_ID: 0.155 G_Rec: 0.445 D_GP: 0.056 D_real: 1.043 D_fake: 0.461 (epoch: 316, iters: 5886, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.755 G_ID: 0.102 G_Rec: 0.284 D_GP: 0.044 D_real: 0.985 D_fake: 0.686 (epoch: 316, iters: 6286, time: 0.063) G_GAN: 0.524 G_GAN_Feat: 0.996 G_ID: 0.134 G_Rec: 0.420 D_GP: 0.064 D_real: 0.750 D_fake: 0.479 (epoch: 316, iters: 6686, time: 0.063) G_GAN: 0.219 G_GAN_Feat: 0.752 G_ID: 0.105 G_Rec: 0.302 D_GP: 0.028 D_real: 0.955 D_fake: 0.782 (epoch: 316, iters: 7086, time: 0.063) G_GAN: 0.843 G_GAN_Feat: 0.939 G_ID: 0.124 G_Rec: 0.404 D_GP: 0.032 D_real: 1.306 D_fake: 0.231 (epoch: 316, iters: 7486, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.809 G_ID: 0.128 G_Rec: 0.305 D_GP: 0.063 D_real: 0.570 D_fake: 0.823 (epoch: 316, iters: 7886, time: 0.063) G_GAN: 0.548 G_GAN_Feat: 1.000 G_ID: 0.152 G_Rec: 0.410 D_GP: 0.178 D_real: 0.841 D_fake: 0.497 (epoch: 316, iters: 8286, time: 0.063) G_GAN: 0.303 G_GAN_Feat: 0.812 G_ID: 0.126 G_Rec: 0.293 D_GP: 0.045 D_real: 0.767 D_fake: 0.698 (epoch: 316, iters: 8686, time: 0.063) G_GAN: 0.602 G_GAN_Feat: 0.872 G_ID: 0.122 G_Rec: 0.364 D_GP: 0.030 D_real: 1.261 D_fake: 0.408 (epoch: 317, iters: 478, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.821 G_ID: 0.115 G_Rec: 0.311 D_GP: 0.033 D_real: 0.967 D_fake: 0.674 (epoch: 317, iters: 878, time: 0.063) G_GAN: 0.710 G_GAN_Feat: 1.150 G_ID: 0.122 G_Rec: 0.448 D_GP: 0.270 D_real: 0.414 D_fake: 0.327 (epoch: 317, iters: 1278, time: 0.063) G_GAN: 0.463 G_GAN_Feat: 0.963 G_ID: 0.116 G_Rec: 0.306 D_GP: 0.074 D_real: 0.394 D_fake: 0.559 (epoch: 317, iters: 1678, time: 0.063) G_GAN: 0.306 G_GAN_Feat: 0.960 G_ID: 0.137 G_Rec: 0.456 D_GP: 0.032 D_real: 1.053 D_fake: 0.695 (epoch: 317, iters: 2078, time: 0.064) G_GAN: 0.110 G_GAN_Feat: 0.768 G_ID: 0.145 G_Rec: 0.318 D_GP: 0.031 D_real: 0.970 D_fake: 0.891 (epoch: 317, iters: 2478, time: 0.063) G_GAN: 0.473 G_GAN_Feat: 1.213 G_ID: 0.145 G_Rec: 0.467 D_GP: 0.138 D_real: 0.291 D_fake: 0.534 (epoch: 317, iters: 2878, time: 0.063) G_GAN: 0.492 G_GAN_Feat: 0.886 G_ID: 0.112 G_Rec: 0.337 D_GP: 0.043 D_real: 1.042 D_fake: 0.563 (epoch: 317, iters: 3278, time: 0.063) G_GAN: 0.559 G_GAN_Feat: 1.035 G_ID: 0.111 G_Rec: 0.435 D_GP: 0.028 D_real: 1.002 D_fake: 0.468 (epoch: 317, iters: 3678, time: 0.064) G_GAN: -0.027 G_GAN_Feat: 0.831 G_ID: 0.131 G_Rec: 0.335 D_GP: 0.067 D_real: 0.549 D_fake: 1.028 (epoch: 317, iters: 4078, time: 0.063) G_GAN: 0.615 G_GAN_Feat: 0.968 G_ID: 0.124 G_Rec: 0.427 D_GP: 0.028 D_real: 1.118 D_fake: 0.400 (epoch: 317, iters: 4478, time: 0.063) G_GAN: 0.224 G_GAN_Feat: 0.738 G_ID: 0.106 G_Rec: 0.294 D_GP: 0.040 D_real: 0.949 D_fake: 0.776 (epoch: 317, iters: 4878, time: 0.063) G_GAN: 0.715 G_GAN_Feat: 0.935 G_ID: 0.119 G_Rec: 0.435 D_GP: 0.026 D_real: 1.450 D_fake: 0.307 (epoch: 317, iters: 5278, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.743 G_ID: 0.119 G_Rec: 0.302 D_GP: 0.032 D_real: 0.858 D_fake: 0.849 (epoch: 317, iters: 5678, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 1.023 G_ID: 0.124 G_Rec: 0.407 D_GP: 0.068 D_real: 0.721 D_fake: 0.573 (epoch: 317, iters: 6078, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.875 G_ID: 0.108 G_Rec: 0.316 D_GP: 0.064 D_real: 0.325 D_fake: 0.885 (epoch: 317, iters: 6478, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 1.193 G_ID: 0.138 G_Rec: 0.462 D_GP: 0.093 D_real: 0.214 D_fake: 0.532 (epoch: 317, iters: 6878, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.676 G_ID: 0.106 G_Rec: 0.297 D_GP: 0.023 D_real: 1.273 D_fake: 0.618 (epoch: 317, iters: 7278, time: 0.063) G_GAN: 0.526 G_GAN_Feat: 0.972 G_ID: 0.129 G_Rec: 0.431 D_GP: 0.037 D_real: 0.985 D_fake: 0.479 (epoch: 317, iters: 7678, time: 0.063) G_GAN: 0.338 G_GAN_Feat: 0.747 G_ID: 0.133 G_Rec: 0.289 D_GP: 0.037 D_real: 1.165 D_fake: 0.663 (epoch: 317, iters: 8078, time: 0.063) G_GAN: 0.738 G_GAN_Feat: 0.902 G_ID: 0.119 G_Rec: 0.400 D_GP: 0.030 D_real: 1.337 D_fake: 0.286 (epoch: 317, iters: 8478, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.769 G_ID: 0.132 G_Rec: 0.327 D_GP: 0.054 D_real: 0.908 D_fake: 0.918 (epoch: 318, iters: 270, time: 0.063) G_GAN: 0.506 G_GAN_Feat: 0.874 G_ID: 0.138 G_Rec: 0.409 D_GP: 0.034 D_real: 1.092 D_fake: 0.506 (epoch: 318, iters: 670, time: 0.063) G_GAN: 0.173 G_GAN_Feat: 0.904 G_ID: 0.121 G_Rec: 0.333 D_GP: 0.063 D_real: 0.853 D_fake: 0.845 (epoch: 318, iters: 1070, time: 0.063) G_GAN: 0.588 G_GAN_Feat: 0.811 G_ID: 0.128 G_Rec: 0.389 D_GP: 0.031 D_real: 1.325 D_fake: 0.423 (epoch: 318, iters: 1470, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.656 G_ID: 0.127 G_Rec: 0.297 D_GP: 0.027 D_real: 0.933 D_fake: 0.989 (epoch: 318, iters: 1870, time: 0.063) G_GAN: 0.528 G_GAN_Feat: 0.946 G_ID: 0.121 G_Rec: 0.468 D_GP: 0.033 D_real: 1.161 D_fake: 0.485 (epoch: 318, iters: 2270, time: 0.063) G_GAN: 0.187 G_GAN_Feat: 0.641 G_ID: 0.096 G_Rec: 0.292 D_GP: 0.028 D_real: 1.127 D_fake: 0.814 (epoch: 318, iters: 2670, time: 0.063) G_GAN: 0.557 G_GAN_Feat: 0.844 G_ID: 0.128 G_Rec: 0.396 D_GP: 0.033 D_real: 1.299 D_fake: 0.470 (epoch: 318, iters: 3070, time: 0.064) G_GAN: 0.032 G_GAN_Feat: 0.662 G_ID: 0.121 G_Rec: 0.302 D_GP: 0.036 D_real: 0.849 D_fake: 0.968 (epoch: 318, iters: 3470, time: 0.063) G_GAN: 0.214 G_GAN_Feat: 0.871 G_ID: 0.124 G_Rec: 0.410 D_GP: 0.066 D_real: 0.811 D_fake: 0.790 (epoch: 318, iters: 3870, time: 0.063) G_GAN: -0.087 G_GAN_Feat: 0.765 G_ID: 0.102 G_Rec: 0.324 D_GP: 0.055 D_real: 0.675 D_fake: 1.087 (epoch: 318, iters: 4270, time: 0.063) G_GAN: 0.190 G_GAN_Feat: 1.108 G_ID: 0.132 G_Rec: 0.491 D_GP: 0.049 D_real: 0.874 D_fake: 0.829 (epoch: 318, iters: 4670, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.731 G_ID: 0.097 G_Rec: 0.331 D_GP: 0.043 D_real: 1.075 D_fake: 0.776 (epoch: 318, iters: 5070, time: 0.063) G_GAN: 0.409 G_GAN_Feat: 0.916 G_ID: 0.131 G_Rec: 0.414 D_GP: 0.046 D_real: 1.045 D_fake: 0.596 (epoch: 318, iters: 5470, time: 0.063) G_GAN: 0.054 G_GAN_Feat: 0.740 G_ID: 0.121 G_Rec: 0.338 D_GP: 0.037 D_real: 0.907 D_fake: 0.946 (epoch: 318, iters: 5870, time: 0.063) G_GAN: 0.628 G_GAN_Feat: 1.041 G_ID: 0.129 G_Rec: 0.479 D_GP: 0.062 D_real: 0.883 D_fake: 0.391 (epoch: 318, iters: 6270, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.896 G_ID: 0.117 G_Rec: 0.332 D_GP: 0.160 D_real: 0.557 D_fake: 0.761 (epoch: 318, iters: 6670, time: 0.063) G_GAN: 0.372 G_GAN_Feat: 0.878 G_ID: 0.147 G_Rec: 0.369 D_GP: 0.040 D_real: 0.925 D_fake: 0.628 (epoch: 318, iters: 7070, time: 0.063) G_GAN: 0.367 G_GAN_Feat: 0.770 G_ID: 0.107 G_Rec: 0.320 D_GP: 0.056 D_real: 1.046 D_fake: 0.640 (epoch: 318, iters: 7470, time: 0.063) G_GAN: 0.956 G_GAN_Feat: 0.974 G_ID: 0.126 G_Rec: 0.417 D_GP: 0.032 D_real: 1.510 D_fake: 0.164 (epoch: 318, iters: 7870, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.789 G_ID: 0.110 G_Rec: 0.308 D_GP: 0.057 D_real: 0.782 D_fake: 0.790 (epoch: 318, iters: 8270, time: 0.063) G_GAN: 0.369 G_GAN_Feat: 0.964 G_ID: 0.139 G_Rec: 0.426 D_GP: 0.032 D_real: 0.954 D_fake: 0.632 (epoch: 318, iters: 8670, time: 0.063) G_GAN: -0.080 G_GAN_Feat: 0.844 G_ID: 0.119 G_Rec: 0.316 D_GP: 0.130 D_real: 0.593 D_fake: 1.082 (epoch: 319, iters: 462, time: 0.063) G_GAN: 0.703 G_GAN_Feat: 0.989 G_ID: 0.140 G_Rec: 0.413 D_GP: 0.053 D_real: 1.029 D_fake: 0.329 (epoch: 319, iters: 862, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.944 G_ID: 0.102 G_Rec: 0.351 D_GP: 0.480 D_real: 0.456 D_fake: 0.739 (epoch: 319, iters: 1262, time: 0.063) G_GAN: 0.399 G_GAN_Feat: 1.009 G_ID: 0.143 G_Rec: 0.429 D_GP: 0.039 D_real: 0.882 D_fake: 0.618 (epoch: 319, iters: 1662, time: 0.063) G_GAN: -0.030 G_GAN_Feat: 0.719 G_ID: 0.119 G_Rec: 0.276 D_GP: 0.028 D_real: 0.882 D_fake: 1.030 (epoch: 319, iters: 2062, time: 0.063) G_GAN: 0.440 G_GAN_Feat: 1.050 G_ID: 0.152 G_Rec: 0.400 D_GP: 0.033 D_real: 0.495 D_fake: 0.561 (epoch: 319, iters: 2462, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.965 G_ID: 0.107 G_Rec: 0.307 D_GP: 0.102 D_real: 0.273 D_fake: 0.714 (epoch: 319, iters: 2862, time: 0.063) G_GAN: 0.485 G_GAN_Feat: 0.882 G_ID: 0.151 G_Rec: 0.475 D_GP: 0.028 D_real: 1.196 D_fake: 0.543 (epoch: 319, iters: 3262, time: 0.063) G_GAN: -0.078 G_GAN_Feat: 0.677 G_ID: 0.108 G_Rec: 0.305 D_GP: 0.027 D_real: 0.830 D_fake: 1.078 (epoch: 319, iters: 3662, time: 0.063) G_GAN: 0.284 G_GAN_Feat: 0.851 G_ID: 0.117 G_Rec: 0.418 D_GP: 0.028 D_real: 0.893 D_fake: 0.718 (epoch: 319, iters: 4062, time: 0.064) G_GAN: -0.106 G_GAN_Feat: 0.658 G_ID: 0.113 G_Rec: 0.315 D_GP: 0.028 D_real: 0.733 D_fake: 1.106 (epoch: 319, iters: 4462, time: 0.063) G_GAN: 0.190 G_GAN_Feat: 0.861 G_ID: 0.123 G_Rec: 0.410 D_GP: 0.041 D_real: 0.828 D_fake: 0.811 (epoch: 319, iters: 4862, time: 0.063) G_GAN: -0.178 G_GAN_Feat: 0.735 G_ID: 0.132 G_Rec: 0.315 D_GP: 0.038 D_real: 0.624 D_fake: 1.178 (epoch: 319, iters: 5262, time: 0.063) G_GAN: 0.233 G_GAN_Feat: 0.828 G_ID: 0.147 G_Rec: 0.376 D_GP: 0.033 D_real: 0.913 D_fake: 0.768 (epoch: 319, iters: 5662, time: 0.063) G_GAN: 0.223 G_GAN_Feat: 0.757 G_ID: 0.107 G_Rec: 0.308 D_GP: 0.038 D_real: 0.955 D_fake: 0.778 (epoch: 319, iters: 6062, time: 0.063) G_GAN: 0.430 G_GAN_Feat: 0.954 G_ID: 0.142 G_Rec: 0.418 D_GP: 0.047 D_real: 0.920 D_fake: 0.571 (epoch: 319, iters: 6462, time: 0.063) G_GAN: 0.162 G_GAN_Feat: 0.722 G_ID: 0.120 G_Rec: 0.319 D_GP: 0.040 D_real: 1.021 D_fake: 0.838 (epoch: 319, iters: 6862, time: 0.064) G_GAN: 0.627 G_GAN_Feat: 0.936 G_ID: 0.130 G_Rec: 0.403 D_GP: 0.039 D_real: 1.063 D_fake: 0.381 (epoch: 319, iters: 7262, time: 0.063) G_GAN: 0.014 G_GAN_Feat: 0.815 G_ID: 0.103 G_Rec: 0.350 D_GP: 0.068 D_real: 0.587 D_fake: 0.987 (epoch: 319, iters: 7662, time: 0.063) G_GAN: 0.418 G_GAN_Feat: 0.989 G_ID: 0.138 G_Rec: 0.419 D_GP: 0.062 D_real: 0.914 D_fake: 0.585 (epoch: 319, iters: 8062, time: 0.063) G_GAN: 0.225 G_GAN_Feat: 0.781 G_ID: 0.103 G_Rec: 0.304 D_GP: 0.043 D_real: 0.857 D_fake: 0.776 (epoch: 319, iters: 8462, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 1.014 G_ID: 0.141 G_Rec: 0.466 D_GP: 0.062 D_real: 0.823 D_fake: 0.622 (epoch: 320, iters: 254, time: 0.063) G_GAN: 0.443 G_GAN_Feat: 0.874 G_ID: 0.102 G_Rec: 0.319 D_GP: 0.176 D_real: 0.753 D_fake: 0.593 (epoch: 320, iters: 654, time: 0.063) G_GAN: 0.678 G_GAN_Feat: 0.975 G_ID: 0.129 G_Rec: 0.460 D_GP: 0.034 D_real: 1.260 D_fake: 0.335 (epoch: 320, iters: 1054, time: 0.063) G_GAN: -0.069 G_GAN_Feat: 0.931 G_ID: 0.130 G_Rec: 0.331 D_GP: 0.040 D_real: 0.648 D_fake: 1.069 (epoch: 320, iters: 1454, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 1.001 G_ID: 0.111 G_Rec: 0.455 D_GP: 0.035 D_real: 0.944 D_fake: 0.736 (epoch: 320, iters: 1854, time: 0.063) G_GAN: 0.997 G_GAN_Feat: 0.909 G_ID: 0.113 G_Rec: 0.360 D_GP: 0.174 D_real: 1.446 D_fake: 0.361 (epoch: 320, iters: 2254, time: 0.063) G_GAN: 0.581 G_GAN_Feat: 1.215 G_ID: 0.147 G_Rec: 0.484 D_GP: 0.247 D_real: 0.512 D_fake: 0.443 (epoch: 320, iters: 2654, time: 0.063) G_GAN: 0.380 G_GAN_Feat: 0.813 G_ID: 0.108 G_Rec: 0.324 D_GP: 0.045 D_real: 0.884 D_fake: 0.623 (epoch: 320, iters: 3054, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.918 G_ID: 0.175 G_Rec: 0.438 D_GP: 0.031 D_real: 1.162 D_fake: 0.555 (epoch: 320, iters: 3454, time: 0.063) G_GAN: 0.216 G_GAN_Feat: 0.740 G_ID: 0.140 G_Rec: 0.343 D_GP: 0.031 D_real: 1.041 D_fake: 0.785 (epoch: 320, iters: 3854, time: 0.063) G_GAN: 0.404 G_GAN_Feat: 0.960 G_ID: 0.152 G_Rec: 0.415 D_GP: 0.045 D_real: 0.854 D_fake: 0.601 (epoch: 320, iters: 4254, time: 0.063) G_GAN: 0.185 G_GAN_Feat: 0.700 G_ID: 0.106 G_Rec: 0.305 D_GP: 0.028 D_real: 1.057 D_fake: 0.815 (epoch: 320, iters: 4654, time: 0.064) G_GAN: 0.511 G_GAN_Feat: 0.986 G_ID: 0.124 G_Rec: 0.426 D_GP: 0.032 D_real: 1.062 D_fake: 0.491 (epoch: 320, iters: 5054, time: 0.063) G_GAN: 0.322 G_GAN_Feat: 0.987 G_ID: 0.087 G_Rec: 0.325 D_GP: 1.654 D_real: 0.347 D_fake: 0.692 (epoch: 320, iters: 5454, time: 0.063) G_GAN: 0.445 G_GAN_Feat: 0.975 G_ID: 0.111 G_Rec: 0.417 D_GP: 0.034 D_real: 0.997 D_fake: 0.557 (epoch: 320, iters: 5854, time: 0.063) G_GAN: 0.008 G_GAN_Feat: 1.035 G_ID: 0.107 G_Rec: 0.354 D_GP: 0.436 D_real: 0.323 D_fake: 0.992 (epoch: 320, iters: 6254, time: 0.064) G_GAN: 0.661 G_GAN_Feat: 1.234 G_ID: 0.142 G_Rec: 0.504 D_GP: 0.178 D_real: 0.386 D_fake: 0.415 (epoch: 320, iters: 6654, time: 0.063) G_GAN: 0.478 G_GAN_Feat: 0.854 G_ID: 0.121 G_Rec: 0.340 D_GP: 0.038 D_real: 1.063 D_fake: 0.552 (epoch: 320, iters: 7054, time: 0.063) G_GAN: 0.490 G_GAN_Feat: 0.951 G_ID: 0.134 G_Rec: 0.484 D_GP: 0.027 D_real: 1.212 D_fake: 0.523 (epoch: 320, iters: 7454, time: 0.063) G_GAN: 0.059 G_GAN_Feat: 0.732 G_ID: 0.101 G_Rec: 0.313 D_GP: 0.031 D_real: 0.853 D_fake: 0.941 (epoch: 320, iters: 7854, time: 0.064) G_GAN: 0.608 G_GAN_Feat: 1.072 G_ID: 0.117 G_Rec: 0.454 D_GP: 0.143 D_real: 0.673 D_fake: 0.414 (epoch: 320, iters: 8254, time: 0.063) G_GAN: 0.337 G_GAN_Feat: 0.790 G_ID: 0.112 G_Rec: 0.335 D_GP: 0.050 D_real: 1.066 D_fake: 0.694 (epoch: 320, iters: 8654, time: 0.063) G_GAN: 0.557 G_GAN_Feat: 1.223 G_ID: 0.135 G_Rec: 0.496 D_GP: 0.137 D_real: 0.499 D_fake: 0.469 (epoch: 321, iters: 446, time: 0.063) G_GAN: 0.476 G_GAN_Feat: 0.743 G_ID: 0.106 G_Rec: 0.315 D_GP: 0.027 D_real: 1.314 D_fake: 0.530 (epoch: 321, iters: 846, time: 0.064) G_GAN: -0.190 G_GAN_Feat: 1.140 G_ID: 0.146 G_Rec: 0.483 D_GP: 0.029 D_real: 0.513 D_fake: 1.191 (epoch: 321, iters: 1246, time: 0.063) G_GAN: -0.088 G_GAN_Feat: 0.686 G_ID: 0.106 G_Rec: 0.342 D_GP: 0.024 D_real: 0.830 D_fake: 1.088 (epoch: 321, iters: 1646, time: 0.063) G_GAN: -0.018 G_GAN_Feat: 0.813 G_ID: 0.123 G_Rec: 0.393 D_GP: 0.030 D_real: 0.764 D_fake: 1.018 (epoch: 321, iters: 2046, time: 0.063) G_GAN: 0.077 G_GAN_Feat: 0.631 G_ID: 0.106 G_Rec: 0.291 D_GP: 0.034 D_real: 0.953 D_fake: 0.925 (epoch: 321, iters: 2446, time: 0.064) G_GAN: 0.128 G_GAN_Feat: 0.803 G_ID: 0.133 G_Rec: 0.389 D_GP: 0.032 D_real: 0.807 D_fake: 0.873 (epoch: 321, iters: 2846, time: 0.063) G_GAN: -0.111 G_GAN_Feat: 0.738 G_ID: 0.114 G_Rec: 0.366 D_GP: 0.059 D_real: 0.682 D_fake: 1.112 (epoch: 321, iters: 3246, time: 0.063) G_GAN: 0.573 G_GAN_Feat: 0.888 G_ID: 0.115 G_Rec: 0.441 D_GP: 0.039 D_real: 1.091 D_fake: 0.503 (epoch: 321, iters: 3646, time: 0.063) G_GAN: 0.023 G_GAN_Feat: 0.653 G_ID: 0.112 G_Rec: 0.304 D_GP: 0.040 D_real: 0.856 D_fake: 0.977 (epoch: 321, iters: 4046, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.944 G_ID: 0.135 G_Rec: 0.450 D_GP: 0.057 D_real: 0.986 D_fake: 0.575 (epoch: 321, iters: 4446, time: 0.063) G_GAN: -0.041 G_GAN_Feat: 0.759 G_ID: 0.116 G_Rec: 0.321 D_GP: 0.051 D_real: 0.626 D_fake: 1.045 (epoch: 321, iters: 4846, time: 0.063) G_GAN: 0.276 G_GAN_Feat: 0.901 G_ID: 0.121 G_Rec: 0.416 D_GP: 0.049 D_real: 0.908 D_fake: 0.725 (epoch: 321, iters: 5246, time: 0.063) G_GAN: 0.098 G_GAN_Feat: 0.669 G_ID: 0.094 G_Rec: 0.319 D_GP: 0.037 D_real: 0.971 D_fake: 0.903 (epoch: 321, iters: 5646, time: 0.064) G_GAN: 0.572 G_GAN_Feat: 0.960 G_ID: 0.122 G_Rec: 0.444 D_GP: 0.053 D_real: 1.109 D_fake: 0.480 (epoch: 321, iters: 6046, time: 0.063) G_GAN: 0.234 G_GAN_Feat: 0.670 G_ID: 0.112 G_Rec: 0.296 D_GP: 0.041 D_real: 1.148 D_fake: 0.768 (epoch: 321, iters: 6446, time: 0.063) G_GAN: 0.365 G_GAN_Feat: 0.892 G_ID: 0.131 G_Rec: 0.385 D_GP: 0.047 D_real: 0.975 D_fake: 0.639 (epoch: 321, iters: 6846, time: 0.063) G_GAN: 0.217 G_GAN_Feat: 0.688 G_ID: 0.109 G_Rec: 0.312 D_GP: 0.035 D_real: 1.165 D_fake: 0.783 (epoch: 321, iters: 7246, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.920 G_ID: 0.154 G_Rec: 0.449 D_GP: 0.037 D_real: 0.798 D_fake: 0.714 (epoch: 321, iters: 7646, time: 0.063) G_GAN: 0.144 G_GAN_Feat: 0.766 G_ID: 0.112 G_Rec: 0.304 D_GP: 0.051 D_real: 0.930 D_fake: 0.856 (epoch: 321, iters: 8046, time: 0.063) G_GAN: 0.322 G_GAN_Feat: 1.001 G_ID: 0.129 G_Rec: 0.429 D_GP: 0.055 D_real: 0.854 D_fake: 0.680 (epoch: 321, iters: 8446, time: 0.063) G_GAN: 0.262 G_GAN_Feat: 0.855 G_ID: 0.106 G_Rec: 0.314 D_GP: 0.082 D_real: 0.673 D_fake: 0.739 (epoch: 322, iters: 238, time: 0.064) G_GAN: 0.394 G_GAN_Feat: 1.217 G_ID: 0.152 G_Rec: 0.482 D_GP: 0.238 D_real: 0.429 D_fake: 0.616 (epoch: 322, iters: 638, time: 0.063) G_GAN: 0.190 G_GAN_Feat: 0.740 G_ID: 0.112 G_Rec: 0.315 D_GP: 0.030 D_real: 1.056 D_fake: 0.810 (epoch: 322, iters: 1038, time: 0.063) G_GAN: 0.236 G_GAN_Feat: 0.947 G_ID: 0.128 G_Rec: 0.443 D_GP: 0.037 D_real: 0.878 D_fake: 0.765 (epoch: 322, iters: 1438, time: 0.063) G_GAN: 0.050 G_GAN_Feat: 0.723 G_ID: 0.105 G_Rec: 0.309 D_GP: 0.048 D_real: 0.793 D_fake: 0.950 (epoch: 322, iters: 1838, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 1.027 G_ID: 0.137 G_Rec: 0.406 D_GP: 0.059 D_real: 0.408 D_fake: 0.847 (epoch: 322, iters: 2238, time: 0.063) G_GAN: 0.455 G_GAN_Feat: 0.783 G_ID: 0.092 G_Rec: 0.315 D_GP: 0.039 D_real: 1.130 D_fake: 0.559 (epoch: 322, iters: 2638, time: 0.063) G_GAN: 0.643 G_GAN_Feat: 0.969 G_ID: 0.131 G_Rec: 0.452 D_GP: 0.031 D_real: 1.250 D_fake: 0.377 (epoch: 322, iters: 3038, time: 0.063) G_GAN: 0.232 G_GAN_Feat: 0.889 G_ID: 0.114 G_Rec: 0.354 D_GP: 0.041 D_real: 0.827 D_fake: 0.769 (epoch: 322, iters: 3438, time: 0.064) G_GAN: 0.029 G_GAN_Feat: 1.008 G_ID: 0.151 G_Rec: 0.465 D_GP: 0.057 D_real: 0.581 D_fake: 0.973 (epoch: 322, iters: 3838, time: 0.063) G_GAN: 0.091 G_GAN_Feat: 0.699 G_ID: 0.111 G_Rec: 0.286 D_GP: 0.030 D_real: 0.979 D_fake: 0.909 (epoch: 322, iters: 4238, time: 0.063) G_GAN: 0.682 G_GAN_Feat: 0.900 G_ID: 0.115 G_Rec: 0.471 D_GP: 0.029 D_real: 1.326 D_fake: 0.371 (epoch: 322, iters: 4638, time: 0.063) G_GAN: 0.193 G_GAN_Feat: 0.725 G_ID: 0.103 G_Rec: 0.305 D_GP: 0.033 D_real: 1.142 D_fake: 0.808 (epoch: 322, iters: 5038, time: 0.064) G_GAN: 0.606 G_GAN_Feat: 0.961 G_ID: 0.140 G_Rec: 0.462 D_GP: 0.033 D_real: 1.108 D_fake: 0.441 (epoch: 322, iters: 5438, time: 0.063) G_GAN: 0.423 G_GAN_Feat: 0.702 G_ID: 0.096 G_Rec: 0.295 D_GP: 0.029 D_real: 1.355 D_fake: 0.581 (epoch: 322, iters: 5838, time: 0.063) G_GAN: 0.427 G_GAN_Feat: 0.937 G_ID: 0.128 G_Rec: 0.393 D_GP: 0.039 D_real: 0.889 D_fake: 0.574 (epoch: 322, iters: 6238, time: 0.063) G_GAN: -0.181 G_GAN_Feat: 0.811 G_ID: 0.115 G_Rec: 0.365 D_GP: 0.128 D_real: 0.477 D_fake: 1.181 (epoch: 322, iters: 6638, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.995 G_ID: 0.160 G_Rec: 0.453 D_GP: 0.060 D_real: 0.668 D_fake: 0.895 (epoch: 322, iters: 7038, time: 0.063) G_GAN: 0.422 G_GAN_Feat: 0.812 G_ID: 0.105 G_Rec: 0.342 D_GP: 0.043 D_real: 1.037 D_fake: 0.579 (epoch: 322, iters: 7438, time: 0.063) G_GAN: 0.825 G_GAN_Feat: 0.981 G_ID: 0.130 G_Rec: 0.441 D_GP: 0.028 D_real: 1.389 D_fake: 0.236 (epoch: 322, iters: 7838, time: 0.063) G_GAN: 0.274 G_GAN_Feat: 0.795 G_ID: 0.098 G_Rec: 0.305 D_GP: 0.045 D_real: 1.194 D_fake: 0.727 (epoch: 322, iters: 8238, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 1.082 G_ID: 0.144 G_Rec: 0.439 D_GP: 0.062 D_real: 0.510 D_fake: 0.682 (epoch: 322, iters: 8638, time: 0.063) G_GAN: 0.242 G_GAN_Feat: 0.947 G_ID: 0.116 G_Rec: 0.318 D_GP: 0.112 D_real: 0.362 D_fake: 0.758 (epoch: 323, iters: 430, time: 0.063) G_GAN: 0.023 G_GAN_Feat: 1.024 G_ID: 0.152 G_Rec: 0.431 D_GP: 0.036 D_real: 0.841 D_fake: 0.980 (epoch: 323, iters: 830, time: 0.063) G_GAN: 0.309 G_GAN_Feat: 0.715 G_ID: 0.103 G_Rec: 0.321 D_GP: 0.032 D_real: 1.107 D_fake: 0.697 (epoch: 323, iters: 1230, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.916 G_ID: 0.118 G_Rec: 0.440 D_GP: 0.029 D_real: 1.076 D_fake: 0.554 (epoch: 323, iters: 1630, time: 0.063) G_GAN: 0.420 G_GAN_Feat: 0.898 G_ID: 0.112 G_Rec: 0.316 D_GP: 0.034 D_real: 0.737 D_fake: 0.591 (epoch: 323, iters: 2030, time: 0.063) G_GAN: 0.144 G_GAN_Feat: 1.214 G_ID: 0.142 G_Rec: 0.484 D_GP: 0.337 D_real: 0.288 D_fake: 0.856 (epoch: 323, iters: 2430, time: 0.063) G_GAN: 0.273 G_GAN_Feat: 0.684 G_ID: 0.113 G_Rec: 0.324 D_GP: 0.025 D_real: 1.173 D_fake: 0.727 (epoch: 323, iters: 2830, time: 0.064) G_GAN: 0.554 G_GAN_Feat: 0.946 G_ID: 0.123 G_Rec: 0.475 D_GP: 0.032 D_real: 1.147 D_fake: 0.463 (epoch: 323, iters: 3230, time: 0.063) G_GAN: 0.159 G_GAN_Feat: 0.670 G_ID: 0.095 G_Rec: 0.302 D_GP: 0.030 D_real: 0.986 D_fake: 0.841 (epoch: 323, iters: 3630, time: 0.063) G_GAN: 0.416 G_GAN_Feat: 1.023 G_ID: 0.121 G_Rec: 0.491 D_GP: 0.079 D_real: 0.794 D_fake: 0.594 (epoch: 323, iters: 4030, time: 0.063) G_GAN: 0.133 G_GAN_Feat: 0.771 G_ID: 0.108 G_Rec: 0.314 D_GP: 0.060 D_real: 0.713 D_fake: 0.867 (epoch: 323, iters: 4430, time: 0.064) G_GAN: 0.812 G_GAN_Feat: 0.952 G_ID: 0.131 G_Rec: 0.413 D_GP: 0.050 D_real: 1.408 D_fake: 0.267 (epoch: 323, iters: 4830, time: 0.063) G_GAN: 0.289 G_GAN_Feat: 0.717 G_ID: 0.094 G_Rec: 0.273 D_GP: 0.034 D_real: 1.131 D_fake: 0.711 (epoch: 323, iters: 5230, time: 0.063) G_GAN: 0.396 G_GAN_Feat: 1.105 G_ID: 0.120 G_Rec: 0.432 D_GP: 0.057 D_real: 0.553 D_fake: 0.606 (epoch: 323, iters: 5630, time: 0.063) G_GAN: -0.037 G_GAN_Feat: 0.738 G_ID: 0.115 G_Rec: 0.343 D_GP: 0.026 D_real: 0.888 D_fake: 1.039 (epoch: 323, iters: 6030, time: 0.064) G_GAN: 0.601 G_GAN_Feat: 0.833 G_ID: 0.121 G_Rec: 0.384 D_GP: 0.031 D_real: 1.268 D_fake: 0.415 (epoch: 323, iters: 6430, time: 0.063) G_GAN: 0.084 G_GAN_Feat: 0.708 G_ID: 0.110 G_Rec: 0.318 D_GP: 0.034 D_real: 0.986 D_fake: 0.916 (epoch: 323, iters: 6830, time: 0.063) G_GAN: 0.412 G_GAN_Feat: 0.950 G_ID: 0.138 G_Rec: 0.417 D_GP: 0.054 D_real: 0.910 D_fake: 0.595 (epoch: 323, iters: 7230, time: 0.063) G_GAN: 0.086 G_GAN_Feat: 0.686 G_ID: 0.104 G_Rec: 0.295 D_GP: 0.050 D_real: 0.891 D_fake: 0.914 (epoch: 323, iters: 7630, time: 0.064) G_GAN: 0.532 G_GAN_Feat: 0.988 G_ID: 0.146 G_Rec: 0.419 D_GP: 0.057 D_real: 0.904 D_fake: 0.477 (epoch: 323, iters: 8030, time: 0.063) G_GAN: 0.359 G_GAN_Feat: 0.760 G_ID: 0.099 G_Rec: 0.311 D_GP: 0.032 D_real: 1.181 D_fake: 0.642 (epoch: 323, iters: 8430, time: 0.063) G_GAN: 0.333 G_GAN_Feat: 0.950 G_ID: 0.130 G_Rec: 0.421 D_GP: 0.039 D_real: 0.905 D_fake: 0.668 (epoch: 324, iters: 222, time: 0.063) G_GAN: 0.507 G_GAN_Feat: 0.759 G_ID: 0.104 G_Rec: 0.308 D_GP: 0.032 D_real: 1.287 D_fake: 0.496 (epoch: 324, iters: 622, time: 0.064) G_GAN: 0.512 G_GAN_Feat: 0.912 G_ID: 0.153 G_Rec: 0.417 D_GP: 0.029 D_real: 1.219 D_fake: 0.494 (epoch: 324, iters: 1022, time: 0.063) G_GAN: -0.085 G_GAN_Feat: 0.767 G_ID: 0.106 G_Rec: 0.330 D_GP: 0.061 D_real: 0.564 D_fake: 1.085 (epoch: 324, iters: 1422, time: 0.063) G_GAN: 0.293 G_GAN_Feat: 1.016 G_ID: 0.129 G_Rec: 0.450 D_GP: 0.056 D_real: 1.147 D_fake: 0.713 (epoch: 324, iters: 1822, time: 0.063) G_GAN: 0.129 G_GAN_Feat: 0.705 G_ID: 0.128 G_Rec: 0.299 D_GP: 0.035 D_real: 0.938 D_fake: 0.871 (epoch: 324, iters: 2222, time: 0.063) G_GAN: 0.484 G_GAN_Feat: 0.904 G_ID: 0.138 G_Rec: 0.419 D_GP: 0.034 D_real: 1.059 D_fake: 0.519 (epoch: 324, iters: 2622, time: 0.063) G_GAN: 0.438 G_GAN_Feat: 0.840 G_ID: 0.119 G_Rec: 0.332 D_GP: 0.077 D_real: 0.938 D_fake: 0.566 (epoch: 324, iters: 3022, time: 0.063) G_GAN: 0.367 G_GAN_Feat: 1.145 G_ID: 0.123 G_Rec: 0.464 D_GP: 0.910 D_real: 0.545 D_fake: 0.687 (epoch: 324, iters: 3422, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.736 G_ID: 0.082 G_Rec: 0.315 D_GP: 0.023 D_real: 1.002 D_fake: 0.913 (epoch: 324, iters: 3822, time: 0.063) G_GAN: 0.280 G_GAN_Feat: 0.874 G_ID: 0.121 G_Rec: 0.399 D_GP: 0.029 D_real: 0.971 D_fake: 0.721 (epoch: 324, iters: 4222, time: 0.063) G_GAN: -0.046 G_GAN_Feat: 0.760 G_ID: 0.109 G_Rec: 0.317 D_GP: 0.062 D_real: 0.731 D_fake: 1.046 (epoch: 324, iters: 4622, time: 0.063) G_GAN: 0.562 G_GAN_Feat: 0.928 G_ID: 0.117 G_Rec: 0.384 D_GP: 0.040 D_real: 1.144 D_fake: 0.459 (epoch: 324, iters: 5022, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.762 G_ID: 0.128 G_Rec: 0.310 D_GP: 0.117 D_real: 0.812 D_fake: 0.861 (epoch: 324, iters: 5422, time: 0.063) G_GAN: 0.559 G_GAN_Feat: 0.894 G_ID: 0.112 G_Rec: 0.392 D_GP: 0.035 D_real: 1.188 D_fake: 0.444 (epoch: 324, iters: 5822, time: 0.063) G_GAN: 0.090 G_GAN_Feat: 0.760 G_ID: 0.119 G_Rec: 0.334 D_GP: 0.028 D_real: 0.989 D_fake: 0.910 (epoch: 324, iters: 6222, time: 0.063) G_GAN: 0.475 G_GAN_Feat: 0.913 G_ID: 0.130 G_Rec: 0.448 D_GP: 0.028 D_real: 1.114 D_fake: 0.539 (epoch: 324, iters: 6622, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.671 G_ID: 0.105 G_Rec: 0.288 D_GP: 0.031 D_real: 1.041 D_fake: 0.862 (epoch: 324, iters: 7022, time: 0.063) G_GAN: 0.542 G_GAN_Feat: 0.921 G_ID: 0.138 G_Rec: 0.403 D_GP: 0.047 D_real: 1.120 D_fake: 0.463 (epoch: 324, iters: 7422, time: 0.063) G_GAN: 0.528 G_GAN_Feat: 0.802 G_ID: 0.100 G_Rec: 0.334 D_GP: 0.055 D_real: 1.200 D_fake: 0.494 (epoch: 324, iters: 7822, time: 0.063) G_GAN: 0.855 G_GAN_Feat: 1.003 G_ID: 0.145 G_Rec: 0.424 D_GP: 0.121 D_real: 1.269 D_fake: 0.303 (epoch: 324, iters: 8222, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.750 G_ID: 0.117 G_Rec: 0.311 D_GP: 0.031 D_real: 1.209 D_fake: 0.627 (epoch: 324, iters: 8622, time: 0.063) G_GAN: 0.396 G_GAN_Feat: 0.998 G_ID: 0.139 G_Rec: 0.440 D_GP: 0.030 D_real: 0.977 D_fake: 0.608 (epoch: 325, iters: 414, time: 0.063) G_GAN: -0.025 G_GAN_Feat: 0.742 G_ID: 0.092 G_Rec: 0.297 D_GP: 0.033 D_real: 0.780 D_fake: 1.025 (epoch: 325, iters: 814, time: 0.063) G_GAN: 0.696 G_GAN_Feat: 0.949 G_ID: 0.122 G_Rec: 0.435 D_GP: 0.041 D_real: 1.202 D_fake: 0.323 (epoch: 325, iters: 1214, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.756 G_ID: 0.100 G_Rec: 0.289 D_GP: 0.032 D_real: 1.253 D_fake: 0.486 (epoch: 325, iters: 1614, time: 0.063) G_GAN: 0.449 G_GAN_Feat: 1.050 G_ID: 0.128 G_Rec: 0.444 D_GP: 0.043 D_real: 0.862 D_fake: 0.555 (epoch: 325, iters: 2014, time: 0.063) G_GAN: 0.178 G_GAN_Feat: 1.134 G_ID: 0.113 G_Rec: 0.350 D_GP: 0.029 D_real: 1.547 D_fake: 0.835 (epoch: 325, iters: 2414, time: 0.063) G_GAN: 0.224 G_GAN_Feat: 0.788 G_ID: 0.141 G_Rec: 0.376 D_GP: 0.025 D_real: 1.054 D_fake: 0.779 (epoch: 325, iters: 2814, time: 0.064) G_GAN: -0.105 G_GAN_Feat: 0.661 G_ID: 0.106 G_Rec: 0.283 D_GP: 0.023 D_real: 0.806 D_fake: 1.106 (epoch: 325, iters: 3214, time: 0.063) G_GAN: 0.405 G_GAN_Feat: 0.924 G_ID: 0.130 G_Rec: 0.444 D_GP: 0.036 D_real: 1.056 D_fake: 0.624 (epoch: 325, iters: 3614, time: 0.063) G_GAN: -0.100 G_GAN_Feat: 0.715 G_ID: 0.129 G_Rec: 0.337 D_GP: 0.030 D_real: 0.651 D_fake: 1.100 (epoch: 325, iters: 4014, time: 0.063) G_GAN: 0.413 G_GAN_Feat: 0.923 G_ID: 0.123 G_Rec: 0.416 D_GP: 0.032 D_real: 1.038 D_fake: 0.589 (epoch: 325, iters: 4414, time: 0.064) G_GAN: 0.096 G_GAN_Feat: 0.697 G_ID: 0.115 G_Rec: 0.298 D_GP: 0.035 D_real: 0.861 D_fake: 0.904 (epoch: 325, iters: 4814, time: 0.063) G_GAN: 0.328 G_GAN_Feat: 0.896 G_ID: 0.143 G_Rec: 0.388 D_GP: 0.050 D_real: 0.910 D_fake: 0.673 (epoch: 325, iters: 5214, time: 0.063) G_GAN: 0.227 G_GAN_Feat: 0.854 G_ID: 0.104 G_Rec: 0.337 D_GP: 0.063 D_real: 0.694 D_fake: 0.773 (epoch: 325, iters: 5614, time: 0.063) G_GAN: 0.540 G_GAN_Feat: 0.969 G_ID: 0.130 G_Rec: 0.413 D_GP: 0.060 D_real: 0.936 D_fake: 0.466 (epoch: 325, iters: 6014, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.684 G_ID: 0.110 G_Rec: 0.296 D_GP: 0.028 D_real: 1.085 D_fake: 0.809 (epoch: 325, iters: 6414, time: 0.063) G_GAN: 0.452 G_GAN_Feat: 1.129 G_ID: 0.172 G_Rec: 0.501 D_GP: 0.130 D_real: 0.462 D_fake: 0.569 (epoch: 325, iters: 6814, time: 0.063) G_GAN: 0.252 G_GAN_Feat: 0.823 G_ID: 0.098 G_Rec: 0.307 D_GP: 0.048 D_real: 0.784 D_fake: 0.749 (epoch: 325, iters: 7214, time: 0.063) G_GAN: 0.278 G_GAN_Feat: 0.965 G_ID: 0.136 G_Rec: 0.431 D_GP: 0.035 D_real: 0.846 D_fake: 0.724 (epoch: 325, iters: 7614, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.807 G_ID: 0.130 G_Rec: 0.326 D_GP: 0.034 D_real: 0.883 D_fake: 0.745 (epoch: 325, iters: 8014, time: 0.063) G_GAN: 0.987 G_GAN_Feat: 1.171 G_ID: 0.135 G_Rec: 0.466 D_GP: 0.117 D_real: 0.844 D_fake: 0.141 (epoch: 325, iters: 8414, time: 0.063) G_GAN: 0.191 G_GAN_Feat: 0.797 G_ID: 0.114 G_Rec: 0.303 D_GP: 0.037 D_real: 1.001 D_fake: 0.818 (epoch: 326, iters: 206, time: 0.063) G_GAN: 0.378 G_GAN_Feat: 1.044 G_ID: 0.140 G_Rec: 0.476 D_GP: 0.038 D_real: 0.851 D_fake: 0.623 (epoch: 326, iters: 606, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.673 G_ID: 0.094 G_Rec: 0.273 D_GP: 0.031 D_real: 1.107 D_fake: 0.784 (epoch: 326, iters: 1006, time: 0.063) G_GAN: 0.723 G_GAN_Feat: 0.964 G_ID: 0.126 G_Rec: 0.429 D_GP: 0.047 D_real: 1.243 D_fake: 0.312 (epoch: 326, iters: 1406, time: 0.063) G_GAN: 0.349 G_GAN_Feat: 0.796 G_ID: 0.097 G_Rec: 0.300 D_GP: 0.046 D_real: 1.023 D_fake: 0.652 (epoch: 326, iters: 1806, time: 0.063) G_GAN: 0.673 G_GAN_Feat: 1.133 G_ID: 0.132 G_Rec: 0.436 D_GP: 0.106 D_real: 0.628 D_fake: 0.344 (epoch: 326, iters: 2206, time: 0.064) G_GAN: 0.176 G_GAN_Feat: 1.108 G_ID: 0.108 G_Rec: 0.367 D_GP: 0.129 D_real: 1.109 D_fake: 0.858 (epoch: 326, iters: 2606, time: 0.063) G_GAN: 0.499 G_GAN_Feat: 1.036 G_ID: 0.127 G_Rec: 0.450 D_GP: 0.039 D_real: 0.952 D_fake: 0.522 (epoch: 326, iters: 3006, time: 0.063) G_GAN: 0.157 G_GAN_Feat: 0.775 G_ID: 0.116 G_Rec: 0.310 D_GP: 0.045 D_real: 0.948 D_fake: 0.844 (epoch: 326, iters: 3406, time: 0.063) G_GAN: 0.756 G_GAN_Feat: 1.238 G_ID: 0.129 G_Rec: 0.464 D_GP: 0.052 D_real: 0.470 D_fake: 0.291 (epoch: 326, iters: 3806, time: 0.064) G_GAN: 0.068 G_GAN_Feat: 0.796 G_ID: 0.122 G_Rec: 0.346 D_GP: 0.039 D_real: 0.771 D_fake: 0.932 (epoch: 326, iters: 4206, time: 0.063) G_GAN: 0.642 G_GAN_Feat: 1.234 G_ID: 0.139 G_Rec: 0.483 D_GP: 0.076 D_real: 0.460 D_fake: 0.379 (epoch: 326, iters: 4606, time: 0.063) G_GAN: -0.075 G_GAN_Feat: 0.911 G_ID: 0.114 G_Rec: 0.346 D_GP: 0.071 D_real: 0.270 D_fake: 1.077 (epoch: 326, iters: 5006, time: 0.063) G_GAN: 0.778 G_GAN_Feat: 1.176 G_ID: 0.114 G_Rec: 0.455 D_GP: 0.044 D_real: 0.778 D_fake: 0.274 (epoch: 326, iters: 5406, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.736 G_ID: 0.127 G_Rec: 0.303 D_GP: 0.045 D_real: 1.082 D_fake: 0.795 (epoch: 326, iters: 5806, time: 0.063) G_GAN: 0.502 G_GAN_Feat: 1.104 G_ID: 0.119 G_Rec: 0.455 D_GP: 0.038 D_real: 0.982 D_fake: 0.503 (epoch: 326, iters: 6206, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.827 G_ID: 0.111 G_Rec: 0.349 D_GP: 0.038 D_real: 1.262 D_fake: 0.604 (epoch: 326, iters: 6606, time: 0.063) G_GAN: 0.201 G_GAN_Feat: 0.938 G_ID: 0.133 G_Rec: 0.385 D_GP: 0.036 D_real: 0.853 D_fake: 0.799 (epoch: 326, iters: 7006, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.828 G_ID: 0.083 G_Rec: 0.314 D_GP: 0.046 D_real: 0.894 D_fake: 0.756 (epoch: 326, iters: 7406, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 1.009 G_ID: 0.142 G_Rec: 0.453 D_GP: 0.032 D_real: 0.929 D_fake: 0.578 (epoch: 326, iters: 7806, time: 0.063) G_GAN: 0.236 G_GAN_Feat: 0.729 G_ID: 0.107 G_Rec: 0.335 D_GP: 0.026 D_real: 1.219 D_fake: 0.764 (epoch: 326, iters: 8206, time: 0.063) G_GAN: 0.654 G_GAN_Feat: 0.914 G_ID: 0.132 G_Rec: 0.446 D_GP: 0.030 D_real: 1.304 D_fake: 0.376 (epoch: 326, iters: 8606, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.721 G_ID: 0.089 G_Rec: 0.309 D_GP: 0.041 D_real: 1.120 D_fake: 0.717 (epoch: 327, iters: 398, time: 0.063) G_GAN: 0.639 G_GAN_Feat: 0.908 G_ID: 0.115 G_Rec: 0.421 D_GP: 0.046 D_real: 1.194 D_fake: 0.403 (epoch: 327, iters: 798, time: 0.063) G_GAN: 0.059 G_GAN_Feat: 0.650 G_ID: 0.107 G_Rec: 0.299 D_GP: 0.038 D_real: 0.928 D_fake: 0.941 (epoch: 327, iters: 1198, time: 0.063) G_GAN: 0.042 G_GAN_Feat: 0.985 G_ID: 0.155 G_Rec: 0.463 D_GP: 0.071 D_real: 0.489 D_fake: 0.958 (epoch: 327, iters: 1598, time: 0.064) G_GAN: 0.204 G_GAN_Feat: 0.726 G_ID: 0.127 G_Rec: 0.328 D_GP: 0.038 D_real: 0.961 D_fake: 0.796 (epoch: 327, iters: 1998, time: 0.063) G_GAN: 0.863 G_GAN_Feat: 0.893 G_ID: 0.115 G_Rec: 0.422 D_GP: 0.027 D_real: 1.579 D_fake: 0.191 (epoch: 327, iters: 2398, time: 0.063) G_GAN: 0.163 G_GAN_Feat: 0.693 G_ID: 0.102 G_Rec: 0.300 D_GP: 0.040 D_real: 1.025 D_fake: 0.837 (epoch: 327, iters: 2798, time: 0.063) G_GAN: 0.493 G_GAN_Feat: 1.035 G_ID: 0.127 G_Rec: 0.469 D_GP: 0.060 D_real: 0.759 D_fake: 0.520 (epoch: 327, iters: 3198, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.983 G_ID: 0.115 G_Rec: 0.355 D_GP: 0.368 D_real: 0.338 D_fake: 0.911 (epoch: 327, iters: 3598, time: 0.063) G_GAN: 0.377 G_GAN_Feat: 0.980 G_ID: 0.116 G_Rec: 0.421 D_GP: 0.045 D_real: 0.873 D_fake: 0.626 (epoch: 327, iters: 3998, time: 0.063) G_GAN: 0.214 G_GAN_Feat: 0.684 G_ID: 0.099 G_Rec: 0.283 D_GP: 0.033 D_real: 1.106 D_fake: 0.786 (epoch: 327, iters: 4398, time: 0.063) G_GAN: 0.627 G_GAN_Feat: 1.123 G_ID: 0.126 G_Rec: 0.447 D_GP: 0.079 D_real: 0.604 D_fake: 0.418 (epoch: 327, iters: 4798, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.894 G_ID: 0.103 G_Rec: 0.340 D_GP: 0.042 D_real: 0.792 D_fake: 0.596 (epoch: 327, iters: 5198, time: 0.063) G_GAN: 0.746 G_GAN_Feat: 1.153 G_ID: 0.151 G_Rec: 0.467 D_GP: 0.086 D_real: 0.612 D_fake: 0.314 (epoch: 327, iters: 5598, time: 0.063) G_GAN: 0.098 G_GAN_Feat: 0.657 G_ID: 0.105 G_Rec: 0.305 D_GP: 0.032 D_real: 1.047 D_fake: 0.902 (epoch: 327, iters: 5998, time: 0.063) G_GAN: 0.351 G_GAN_Feat: 0.857 G_ID: 0.139 G_Rec: 0.399 D_GP: 0.031 D_real: 1.009 D_fake: 0.651 (epoch: 327, iters: 6398, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.650 G_ID: 0.112 G_Rec: 0.316 D_GP: 0.029 D_real: 1.167 D_fake: 0.788 (epoch: 327, iters: 6798, time: 0.063) G_GAN: 0.394 G_GAN_Feat: 0.912 G_ID: 0.145 G_Rec: 0.443 D_GP: 0.059 D_real: 0.978 D_fake: 0.620 (epoch: 327, iters: 7198, time: 0.063) G_GAN: 0.090 G_GAN_Feat: 0.700 G_ID: 0.115 G_Rec: 0.309 D_GP: 0.039 D_real: 0.892 D_fake: 0.910 (epoch: 327, iters: 7598, time: 0.063) G_GAN: 0.386 G_GAN_Feat: 0.783 G_ID: 0.139 G_Rec: 0.356 D_GP: 0.030 D_real: 1.133 D_fake: 0.619 (epoch: 327, iters: 7998, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.763 G_ID: 0.114 G_Rec: 0.312 D_GP: 0.085 D_real: 0.989 D_fake: 0.730 (epoch: 327, iters: 8398, time: 0.063) G_GAN: 0.482 G_GAN_Feat: 0.838 G_ID: 0.119 G_Rec: 0.397 D_GP: 0.030 D_real: 1.196 D_fake: 0.540 (epoch: 328, iters: 190, time: 0.063) G_GAN: -0.165 G_GAN_Feat: 0.827 G_ID: 0.114 G_Rec: 0.330 D_GP: 0.081 D_real: 0.548 D_fake: 1.165 (epoch: 328, iters: 590, time: 0.063) G_GAN: 0.394 G_GAN_Feat: 0.889 G_ID: 0.127 G_Rec: 0.409 D_GP: 0.030 D_real: 1.072 D_fake: 0.609 (epoch: 328, iters: 990, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.754 G_ID: 0.100 G_Rec: 0.331 D_GP: 0.031 D_real: 0.896 D_fake: 0.926 (epoch: 328, iters: 1390, time: 0.063) G_GAN: 0.666 G_GAN_Feat: 1.010 G_ID: 0.117 G_Rec: 0.454 D_GP: 0.037 D_real: 1.062 D_fake: 0.376 (epoch: 328, iters: 1790, time: 0.063) G_GAN: 0.025 G_GAN_Feat: 0.840 G_ID: 0.112 G_Rec: 0.333 D_GP: 0.068 D_real: 0.535 D_fake: 0.975 (epoch: 328, iters: 2190, time: 0.063) G_GAN: 0.491 G_GAN_Feat: 0.917 G_ID: 0.123 G_Rec: 0.406 D_GP: 0.038 D_real: 1.099 D_fake: 0.519 (epoch: 328, iters: 2590, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.890 G_ID: 0.101 G_Rec: 0.342 D_GP: 1.264 D_real: 0.495 D_fake: 0.821 (epoch: 328, iters: 2990, time: 0.063) G_GAN: 0.127 G_GAN_Feat: 0.905 G_ID: 0.149 G_Rec: 0.406 D_GP: 0.054 D_real: 0.720 D_fake: 0.874 (epoch: 328, iters: 3390, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.767 G_ID: 0.115 G_Rec: 0.317 D_GP: 0.043 D_real: 0.865 D_fake: 0.815 (epoch: 328, iters: 3790, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.838 G_ID: 0.129 G_Rec: 0.398 D_GP: 0.028 D_real: 1.185 D_fake: 0.623 (epoch: 328, iters: 4190, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.695 G_ID: 0.104 G_Rec: 0.302 D_GP: 0.033 D_real: 1.005 D_fake: 0.813 (epoch: 328, iters: 4590, time: 0.063) G_GAN: 0.368 G_GAN_Feat: 0.980 G_ID: 0.166 G_Rec: 0.445 D_GP: 0.046 D_real: 0.950 D_fake: 0.637 (epoch: 328, iters: 4990, time: 0.063) G_GAN: -0.170 G_GAN_Feat: 0.887 G_ID: 0.100 G_Rec: 0.330 D_GP: 0.129 D_real: 0.251 D_fake: 1.170 (epoch: 328, iters: 5390, time: 0.063) G_GAN: 0.502 G_GAN_Feat: 0.976 G_ID: 0.129 G_Rec: 0.454 D_GP: 0.038 D_real: 1.013 D_fake: 0.501 (epoch: 328, iters: 5790, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.836 G_ID: 0.120 G_Rec: 0.333 D_GP: 0.043 D_real: 0.770 D_fake: 0.796 (epoch: 328, iters: 6190, time: 0.063) G_GAN: 0.801 G_GAN_Feat: 1.225 G_ID: 0.137 G_Rec: 0.487 D_GP: 0.095 D_real: 0.612 D_fake: 0.257 (epoch: 328, iters: 6590, time: 0.063) G_GAN: 0.402 G_GAN_Feat: 0.676 G_ID: 0.100 G_Rec: 0.334 D_GP: 0.028 D_real: 1.305 D_fake: 0.600 (epoch: 328, iters: 6990, time: 0.063) G_GAN: 0.414 G_GAN_Feat: 0.905 G_ID: 0.142 G_Rec: 0.443 D_GP: 0.034 D_real: 1.000 D_fake: 0.596 (epoch: 328, iters: 7390, time: 0.063) G_GAN: 0.010 G_GAN_Feat: 0.796 G_ID: 0.123 G_Rec: 0.349 D_GP: 0.056 D_real: 0.668 D_fake: 0.990 (epoch: 328, iters: 7790, time: 0.064) G_GAN: 0.389 G_GAN_Feat: 0.873 G_ID: 0.130 G_Rec: 0.376 D_GP: 0.095 D_real: 1.025 D_fake: 0.617 (epoch: 328, iters: 8190, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.678 G_ID: 0.104 G_Rec: 0.292 D_GP: 0.034 D_real: 1.240 D_fake: 0.560 (epoch: 328, iters: 8590, time: 0.064) G_GAN: 0.535 G_GAN_Feat: 1.042 G_ID: 0.144 G_Rec: 0.460 D_GP: 0.045 D_real: 0.907 D_fake: 0.486 (epoch: 329, iters: 382, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.741 G_ID: 0.114 G_Rec: 0.307 D_GP: 0.039 D_real: 0.762 D_fake: 0.895 (epoch: 329, iters: 782, time: 0.064) G_GAN: 0.658 G_GAN_Feat: 0.981 G_ID: 0.128 G_Rec: 0.440 D_GP: 0.085 D_real: 1.008 D_fake: 0.360 (epoch: 329, iters: 1182, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.944 G_ID: 0.117 G_Rec: 0.349 D_GP: 0.240 D_real: 0.373 D_fake: 0.867 (epoch: 329, iters: 1582, time: 0.064) G_GAN: 0.635 G_GAN_Feat: 1.044 G_ID: 0.140 G_Rec: 0.448 D_GP: 0.038 D_real: 1.023 D_fake: 0.383 (epoch: 329, iters: 1982, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.871 G_ID: 0.109 G_Rec: 0.327 D_GP: 0.057 D_real: 0.607 D_fake: 0.764 (epoch: 329, iters: 2382, time: 0.064) G_GAN: 0.495 G_GAN_Feat: 1.211 G_ID: 0.121 G_Rec: 0.465 D_GP: 1.065 D_real: 0.505 D_fake: 0.552 (epoch: 329, iters: 2782, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.657 G_ID: 0.095 G_Rec: 0.291 D_GP: 0.030 D_real: 0.971 D_fake: 0.887 (epoch: 329, iters: 3182, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 1.068 G_ID: 0.123 G_Rec: 0.499 D_GP: 0.043 D_real: 0.825 D_fake: 0.621 (epoch: 329, iters: 3582, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.771 G_ID: 0.110 G_Rec: 0.316 D_GP: 0.087 D_real: 0.868 D_fake: 0.740 (epoch: 329, iters: 3982, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 1.036 G_ID: 0.147 G_Rec: 0.455 D_GP: 0.092 D_real: 0.547 D_fake: 0.602 (epoch: 329, iters: 4382, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.850 G_ID: 0.099 G_Rec: 0.307 D_GP: 0.084 D_real: 0.489 D_fake: 0.908 (epoch: 329, iters: 4782, time: 0.064) G_GAN: 0.028 G_GAN_Feat: 1.079 G_ID: 0.141 G_Rec: 0.481 D_GP: 0.034 D_real: 0.498 D_fake: 0.972 (epoch: 329, iters: 5182, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.783 G_ID: 0.087 G_Rec: 0.304 D_GP: 0.045 D_real: 0.945 D_fake: 0.733 (epoch: 329, iters: 5582, time: 0.064) G_GAN: 0.684 G_GAN_Feat: 1.000 G_ID: 0.150 G_Rec: 0.477 D_GP: 0.033 D_real: 1.229 D_fake: 0.335 (epoch: 329, iters: 5982, time: 0.064) G_GAN: -0.092 G_GAN_Feat: 0.791 G_ID: 0.117 G_Rec: 0.326 D_GP: 0.063 D_real: 0.745 D_fake: 1.093 (epoch: 329, iters: 6382, time: 0.064) G_GAN: 0.860 G_GAN_Feat: 1.086 G_ID: 0.116 G_Rec: 0.457 D_GP: 0.101 D_real: 0.891 D_fake: 0.231 (epoch: 329, iters: 6782, time: 0.063) G_GAN: 0.421 G_GAN_Feat: 0.812 G_ID: 0.107 G_Rec: 0.331 D_GP: 0.143 D_real: 0.862 D_fake: 0.588 (epoch: 329, iters: 7182, time: 0.063) G_GAN: 0.442 G_GAN_Feat: 0.873 G_ID: 0.132 G_Rec: 0.433 D_GP: 0.029 D_real: 1.149 D_fake: 0.559 (epoch: 329, iters: 7582, time: 0.063) G_GAN: 0.065 G_GAN_Feat: 0.733 G_ID: 0.141 G_Rec: 0.320 D_GP: 0.034 D_real: 0.925 D_fake: 0.935 (epoch: 329, iters: 7982, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 1.000 G_ID: 0.139 G_Rec: 0.441 D_GP: 0.036 D_real: 1.183 D_fake: 0.549 (epoch: 329, iters: 8382, time: 0.063) G_GAN: 0.311 G_GAN_Feat: 0.716 G_ID: 0.132 G_Rec: 0.289 D_GP: 0.042 D_real: 1.194 D_fake: 0.690 (epoch: 330, iters: 174, time: 0.063) G_GAN: 0.700 G_GAN_Feat: 0.909 G_ID: 0.119 G_Rec: 0.445 D_GP: 0.029 D_real: 1.335 D_fake: 0.348 (epoch: 330, iters: 574, time: 0.063) G_GAN: 0.171 G_GAN_Feat: 0.773 G_ID: 0.108 G_Rec: 0.319 D_GP: 0.047 D_real: 0.782 D_fake: 0.830 (epoch: 330, iters: 974, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 1.135 G_ID: 0.137 G_Rec: 0.447 D_GP: 0.069 D_real: 0.445 D_fake: 0.600 (epoch: 330, iters: 1374, time: 0.063) G_GAN: 0.333 G_GAN_Feat: 0.925 G_ID: 0.094 G_Rec: 0.334 D_GP: 0.491 D_real: 0.397 D_fake: 0.703 (epoch: 330, iters: 1774, time: 0.063) G_GAN: 0.460 G_GAN_Feat: 0.912 G_ID: 0.129 G_Rec: 0.409 D_GP: 0.032 D_real: 1.188 D_fake: 0.555 (epoch: 330, iters: 2174, time: 0.063) G_GAN: 0.149 G_GAN_Feat: 0.795 G_ID: 0.118 G_Rec: 0.308 D_GP: 0.038 D_real: 0.809 D_fake: 0.853 (epoch: 330, iters: 2574, time: 0.064) G_GAN: 0.569 G_GAN_Feat: 1.046 G_ID: 0.153 G_Rec: 0.429 D_GP: 0.033 D_real: 0.729 D_fake: 0.434 (epoch: 330, iters: 2974, time: 0.063) G_GAN: 0.352 G_GAN_Feat: 0.786 G_ID: 0.119 G_Rec: 0.330 D_GP: 0.034 D_real: 1.166 D_fake: 0.656 (epoch: 330, iters: 3374, time: 0.063) G_GAN: 0.757 G_GAN_Feat: 1.016 G_ID: 0.168 G_Rec: 0.424 D_GP: 0.072 D_real: 1.066 D_fake: 0.299 (epoch: 330, iters: 3774, time: 0.063) G_GAN: 0.312 G_GAN_Feat: 0.777 G_ID: 0.119 G_Rec: 0.295 D_GP: 0.041 D_real: 1.080 D_fake: 0.699 (epoch: 330, iters: 4174, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.950 G_ID: 0.144 G_Rec: 0.410 D_GP: 0.031 D_real: 0.927 D_fake: 0.750 (epoch: 330, iters: 4574, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.850 G_ID: 0.111 G_Rec: 0.315 D_GP: 0.031 D_real: 0.882 D_fake: 0.752 (epoch: 330, iters: 4974, time: 0.064) G_GAN: 0.662 G_GAN_Feat: 1.028 G_ID: 0.144 G_Rec: 0.447 D_GP: 0.036 D_real: 1.105 D_fake: 0.353 (epoch: 330, iters: 5374, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.760 G_ID: 0.096 G_Rec: 0.315 D_GP: 0.033 D_real: 0.911 D_fake: 0.844 (epoch: 330, iters: 5774, time: 0.064) G_GAN: 0.531 G_GAN_Feat: 1.161 G_ID: 0.121 G_Rec: 0.484 D_GP: 0.115 D_real: 0.626 D_fake: 0.503 (epoch: 330, iters: 6174, time: 0.064) G_GAN: -0.057 G_GAN_Feat: 0.792 G_ID: 0.132 G_Rec: 0.325 D_GP: 0.047 D_real: 0.626 D_fake: 1.057 (epoch: 330, iters: 6574, time: 0.064) G_GAN: 0.770 G_GAN_Feat: 0.955 G_ID: 0.147 G_Rec: 0.414 D_GP: 0.033 D_real: 1.111 D_fake: 0.307 (epoch: 330, iters: 6974, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.703 G_ID: 0.111 G_Rec: 0.282 D_GP: 0.051 D_real: 1.009 D_fake: 0.812 (epoch: 330, iters: 7374, time: 0.064) G_GAN: 0.563 G_GAN_Feat: 1.023 G_ID: 0.140 G_Rec: 0.445 D_GP: 0.055 D_real: 0.960 D_fake: 0.445 (epoch: 330, iters: 7774, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.833 G_ID: 0.098 G_Rec: 0.322 D_GP: 0.043 D_real: 0.951 D_fake: 0.721 (epoch: 330, iters: 8174, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 1.101 G_ID: 0.131 G_Rec: 0.469 D_GP: 0.110 D_real: 0.911 D_fake: 1.004 (epoch: 330, iters: 8574, time: 0.064) G_GAN: -0.030 G_GAN_Feat: 0.650 G_ID: 0.118 G_Rec: 0.307 D_GP: 0.026 D_real: 0.956 D_fake: 1.031 (epoch: 331, iters: 366, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.840 G_ID: 0.134 G_Rec: 0.439 D_GP: 0.029 D_real: 1.108 D_fake: 0.619 (epoch: 331, iters: 766, time: 0.064) G_GAN: -0.016 G_GAN_Feat: 0.652 G_ID: 0.111 G_Rec: 0.292 D_GP: 0.035 D_real: 0.826 D_fake: 1.016 (epoch: 331, iters: 1166, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.911 G_ID: 0.114 G_Rec: 0.440 D_GP: 0.034 D_real: 0.856 D_fake: 0.813 (epoch: 331, iters: 1566, time: 0.064) G_GAN: -0.075 G_GAN_Feat: 0.660 G_ID: 0.115 G_Rec: 0.323 D_GP: 0.031 D_real: 0.776 D_fake: 1.075 (epoch: 331, iters: 1966, time: 0.064) G_GAN: 0.338 G_GAN_Feat: 0.845 G_ID: 0.129 G_Rec: 0.389 D_GP: 0.035 D_real: 0.949 D_fake: 0.662 (epoch: 331, iters: 2366, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.677 G_ID: 0.098 G_Rec: 0.288 D_GP: 0.036 D_real: 0.978 D_fake: 0.870 (epoch: 331, iters: 2766, time: 0.064) G_GAN: 0.501 G_GAN_Feat: 0.978 G_ID: 0.114 G_Rec: 0.471 D_GP: 0.050 D_real: 0.968 D_fake: 0.522 (epoch: 331, iters: 3166, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 0.696 G_ID: 0.108 G_Rec: 0.301 D_GP: 0.035 D_real: 0.977 D_fake: 0.906 (epoch: 331, iters: 3566, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 1.085 G_ID: 0.103 G_Rec: 0.477 D_GP: 0.085 D_real: 0.524 D_fake: 0.839 (epoch: 331, iters: 3966, time: 0.063) G_GAN: 0.072 G_GAN_Feat: 0.782 G_ID: 0.123 G_Rec: 0.333 D_GP: 0.073 D_real: 0.745 D_fake: 0.929 (epoch: 331, iters: 4366, time: 0.063) G_GAN: 0.541 G_GAN_Feat: 0.975 G_ID: 0.135 G_Rec: 0.419 D_GP: 0.066 D_real: 1.157 D_fake: 0.507 (epoch: 331, iters: 4766, time: 0.063) G_GAN: 0.233 G_GAN_Feat: 0.704 G_ID: 0.126 G_Rec: 0.314 D_GP: 0.029 D_real: 1.090 D_fake: 0.768 (epoch: 331, iters: 5166, time: 0.064) G_GAN: 0.594 G_GAN_Feat: 0.916 G_ID: 0.122 G_Rec: 0.431 D_GP: 0.050 D_real: 1.023 D_fake: 0.439 (epoch: 331, iters: 5566, time: 0.063) G_GAN: 0.147 G_GAN_Feat: 0.787 G_ID: 0.104 G_Rec: 0.346 D_GP: 0.084 D_real: 0.817 D_fake: 0.856 (epoch: 331, iters: 5966, time: 0.063) G_GAN: 0.659 G_GAN_Feat: 0.956 G_ID: 0.126 G_Rec: 0.410 D_GP: 0.054 D_real: 1.133 D_fake: 0.412 (epoch: 331, iters: 6366, time: 0.063) G_GAN: 0.058 G_GAN_Feat: 0.786 G_ID: 0.114 G_Rec: 0.315 D_GP: 0.043 D_real: 0.741 D_fake: 0.942 (epoch: 331, iters: 6766, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.929 G_ID: 0.119 G_Rec: 0.446 D_GP: 0.028 D_real: 0.755 D_fake: 0.875 (epoch: 331, iters: 7166, time: 0.063) G_GAN: 0.507 G_GAN_Feat: 0.860 G_ID: 0.112 G_Rec: 0.351 D_GP: 0.094 D_real: 0.923 D_fake: 0.509 (epoch: 331, iters: 7566, time: 0.063) G_GAN: 0.473 G_GAN_Feat: 0.863 G_ID: 0.113 G_Rec: 0.383 D_GP: 0.029 D_real: 1.120 D_fake: 0.533 (epoch: 331, iters: 7966, time: 0.063) G_GAN: 0.234 G_GAN_Feat: 0.865 G_ID: 0.105 G_Rec: 0.376 D_GP: 0.326 D_real: 0.721 D_fake: 0.804 (epoch: 331, iters: 8366, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.854 G_ID: 0.148 G_Rec: 0.370 D_GP: 0.032 D_real: 1.146 D_fake: 0.528 (epoch: 332, iters: 158, time: 0.063) G_GAN: 0.222 G_GAN_Feat: 0.725 G_ID: 0.107 G_Rec: 0.298 D_GP: 0.033 D_real: 1.077 D_fake: 0.778 (epoch: 332, iters: 558, time: 0.063) G_GAN: 0.270 G_GAN_Feat: 0.933 G_ID: 0.168 G_Rec: 0.405 D_GP: 0.033 D_real: 0.860 D_fake: 0.730 (epoch: 332, iters: 958, time: 0.063) G_GAN: 0.124 G_GAN_Feat: 0.822 G_ID: 0.119 G_Rec: 0.342 D_GP: 0.044 D_real: 0.781 D_fake: 0.876 (epoch: 332, iters: 1358, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.929 G_ID: 0.145 G_Rec: 0.413 D_GP: 0.050 D_real: 0.781 D_fake: 0.679 (epoch: 332, iters: 1758, time: 0.063) G_GAN: 0.183 G_GAN_Feat: 0.841 G_ID: 0.090 G_Rec: 0.351 D_GP: 0.081 D_real: 0.849 D_fake: 0.818 (epoch: 332, iters: 2158, time: 0.063) G_GAN: 0.257 G_GAN_Feat: 1.195 G_ID: 0.167 G_Rec: 0.477 D_GP: 0.169 D_real: 0.174 D_fake: 0.755 (epoch: 332, iters: 2558, time: 0.063) G_GAN: 0.333 G_GAN_Feat: 0.909 G_ID: 0.108 G_Rec: 0.418 D_GP: 0.063 D_real: 0.640 D_fake: 0.668 (epoch: 332, iters: 2958, time: 0.064) G_GAN: 0.855 G_GAN_Feat: 0.971 G_ID: 0.128 G_Rec: 0.436 D_GP: 0.039 D_real: 1.453 D_fake: 0.215 (epoch: 332, iters: 3358, time: 0.063) G_GAN: 0.356 G_GAN_Feat: 0.715 G_ID: 0.123 G_Rec: 0.327 D_GP: 0.030 D_real: 1.160 D_fake: 0.646 (epoch: 332, iters: 3758, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 0.949 G_ID: 0.131 G_Rec: 0.445 D_GP: 0.040 D_real: 1.032 D_fake: 0.595 (epoch: 332, iters: 4158, time: 0.063) G_GAN: 0.087 G_GAN_Feat: 0.676 G_ID: 0.088 G_Rec: 0.301 D_GP: 0.038 D_real: 0.947 D_fake: 0.913 (epoch: 332, iters: 4558, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 1.157 G_ID: 0.147 G_Rec: 0.504 D_GP: 0.084 D_real: 0.497 D_fake: 0.624 (epoch: 332, iters: 4958, time: 0.063) G_GAN: 0.254 G_GAN_Feat: 0.779 G_ID: 0.097 G_Rec: 0.321 D_GP: 0.033 D_real: 0.966 D_fake: 0.746 (epoch: 332, iters: 5358, time: 0.063) G_GAN: 0.838 G_GAN_Feat: 1.120 G_ID: 0.134 G_Rec: 0.477 D_GP: 0.066 D_real: 0.966 D_fake: 0.236 (epoch: 332, iters: 5758, time: 0.063) G_GAN: 0.205 G_GAN_Feat: 0.791 G_ID: 0.115 G_Rec: 0.300 D_GP: 0.069 D_real: 0.807 D_fake: 0.796 (epoch: 332, iters: 6158, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 1.106 G_ID: 0.120 G_Rec: 0.477 D_GP: 0.135 D_real: 0.529 D_fake: 0.526 (epoch: 332, iters: 6558, time: 0.063) G_GAN: 0.223 G_GAN_Feat: 0.963 G_ID: 0.106 G_Rec: 0.330 D_GP: 0.469 D_real: 0.253 D_fake: 0.781 (epoch: 332, iters: 6958, time: 0.063) G_GAN: 0.268 G_GAN_Feat: 0.932 G_ID: 0.139 G_Rec: 0.442 D_GP: 0.031 D_real: 1.043 D_fake: 0.733 (epoch: 332, iters: 7358, time: 0.063) G_GAN: 0.187 G_GAN_Feat: 0.856 G_ID: 0.122 G_Rec: 0.321 D_GP: 0.035 D_real: 0.946 D_fake: 0.815 (epoch: 332, iters: 7758, time: 0.064) G_GAN: 0.654 G_GAN_Feat: 0.997 G_ID: 0.125 G_Rec: 0.453 D_GP: 0.029 D_real: 1.156 D_fake: 0.387 (epoch: 332, iters: 8158, time: 0.063) G_GAN: 0.462 G_GAN_Feat: 0.751 G_ID: 0.112 G_Rec: 0.297 D_GP: 0.034 D_real: 1.270 D_fake: 0.539 (epoch: 332, iters: 8558, time: 0.063) G_GAN: 0.849 G_GAN_Feat: 1.023 G_ID: 0.119 G_Rec: 0.490 D_GP: 0.031 D_real: 1.287 D_fake: 0.259 (epoch: 333, iters: 350, time: 0.063) G_GAN: 0.116 G_GAN_Feat: 0.766 G_ID: 0.114 G_Rec: 0.330 D_GP: 0.030 D_real: 0.936 D_fake: 0.884 (epoch: 333, iters: 750, time: 0.064) G_GAN: 0.696 G_GAN_Feat: 0.960 G_ID: 0.129 G_Rec: 0.415 D_GP: 0.030 D_real: 1.200 D_fake: 0.332 (epoch: 333, iters: 1150, time: 0.063) G_GAN: 0.248 G_GAN_Feat: 0.848 G_ID: 0.115 G_Rec: 0.297 D_GP: 0.051 D_real: 0.717 D_fake: 0.752 (epoch: 333, iters: 1550, time: 0.063) G_GAN: 0.403 G_GAN_Feat: 0.943 G_ID: 0.134 G_Rec: 0.414 D_GP: 0.043 D_real: 1.020 D_fake: 0.601 (epoch: 333, iters: 1950, time: 0.063) G_GAN: 0.665 G_GAN_Feat: 0.716 G_ID: 0.112 G_Rec: 0.352 D_GP: 0.046 D_real: 1.502 D_fake: 0.479 (epoch: 333, iters: 2350, time: 0.064) G_GAN: 0.606 G_GAN_Feat: 0.914 G_ID: 0.120 G_Rec: 0.447 D_GP: 0.030 D_real: 1.258 D_fake: 0.425 (epoch: 333, iters: 2750, time: 0.063) G_GAN: 0.105 G_GAN_Feat: 0.658 G_ID: 0.108 G_Rec: 0.297 D_GP: 0.031 D_real: 0.947 D_fake: 0.895 (epoch: 333, iters: 3150, time: 0.063) G_GAN: 0.485 G_GAN_Feat: 0.866 G_ID: 0.137 G_Rec: 0.411 D_GP: 0.041 D_real: 1.044 D_fake: 0.538 (epoch: 333, iters: 3550, time: 0.063) G_GAN: 0.587 G_GAN_Feat: 0.690 G_ID: 0.094 G_Rec: 0.299 D_GP: 0.029 D_real: 1.515 D_fake: 0.448 (epoch: 333, iters: 3950, time: 0.063) G_GAN: 0.266 G_GAN_Feat: 0.963 G_ID: 0.157 G_Rec: 0.436 D_GP: 0.065 D_real: 0.727 D_fake: 0.738 (epoch: 333, iters: 4350, time: 0.063) G_GAN: 0.247 G_GAN_Feat: 0.754 G_ID: 0.104 G_Rec: 0.332 D_GP: 0.036 D_real: 0.985 D_fake: 0.755 (epoch: 333, iters: 4750, time: 0.063) G_GAN: 0.599 G_GAN_Feat: 1.076 G_ID: 0.131 G_Rec: 0.451 D_GP: 0.239 D_real: 0.539 D_fake: 0.445 (epoch: 333, iters: 5150, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.718 G_ID: 0.095 G_Rec: 0.311 D_GP: 0.033 D_real: 1.185 D_fake: 0.756 (epoch: 333, iters: 5550, time: 0.063) G_GAN: 0.057 G_GAN_Feat: 1.135 G_ID: 0.122 G_Rec: 0.488 D_GP: 0.065 D_real: 0.804 D_fake: 0.946 (epoch: 333, iters: 5950, time: 0.063) G_GAN: 0.214 G_GAN_Feat: 0.763 G_ID: 0.134 G_Rec: 0.324 D_GP: 0.061 D_real: 0.818 D_fake: 0.789 (epoch: 333, iters: 6350, time: 0.063) G_GAN: 0.624 G_GAN_Feat: 0.972 G_ID: 0.137 G_Rec: 0.431 D_GP: 0.037 D_real: 1.092 D_fake: 0.416 (epoch: 333, iters: 6750, time: 0.064) G_GAN: 0.037 G_GAN_Feat: 0.747 G_ID: 0.099 G_Rec: 0.323 D_GP: 0.035 D_real: 0.965 D_fake: 0.964 (epoch: 333, iters: 7150, time: 0.063) G_GAN: 0.364 G_GAN_Feat: 0.953 G_ID: 0.133 G_Rec: 0.432 D_GP: 0.037 D_real: 1.023 D_fake: 0.636 (epoch: 333, iters: 7550, time: 0.063) G_GAN: 0.171 G_GAN_Feat: 0.736 G_ID: 0.132 G_Rec: 0.292 D_GP: 0.033 D_real: 1.048 D_fake: 0.829 (epoch: 333, iters: 7950, time: 0.063) G_GAN: 0.505 G_GAN_Feat: 1.155 G_ID: 0.133 G_Rec: 0.486 D_GP: 0.037 D_real: 0.825 D_fake: 0.504 (epoch: 333, iters: 8350, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.760 G_ID: 0.125 G_Rec: 0.324 D_GP: 0.031 D_real: 1.148 D_fake: 0.730 (epoch: 334, iters: 142, time: 0.063) G_GAN: 0.576 G_GAN_Feat: 1.002 G_ID: 0.120 G_Rec: 0.426 D_GP: 0.044 D_real: 1.150 D_fake: 0.461 (epoch: 334, iters: 542, time: 0.063) G_GAN: 0.370 G_GAN_Feat: 0.891 G_ID: 0.115 G_Rec: 0.368 D_GP: 0.089 D_real: 0.927 D_fake: 0.656 (epoch: 334, iters: 942, time: 0.063) G_GAN: 0.347 G_GAN_Feat: 1.217 G_ID: 0.129 G_Rec: 0.505 D_GP: 0.486 D_real: 0.311 D_fake: 0.657 (epoch: 334, iters: 1342, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.880 G_ID: 0.096 G_Rec: 0.299 D_GP: 0.034 D_real: 1.101 D_fake: 0.565 (epoch: 334, iters: 1742, time: 0.063) G_GAN: 0.868 G_GAN_Feat: 1.241 G_ID: 0.127 G_Rec: 0.442 D_GP: 0.054 D_real: 0.620 D_fake: 0.188 (epoch: 334, iters: 2142, time: 0.063) G_GAN: 0.209 G_GAN_Feat: 1.024 G_ID: 0.112 G_Rec: 0.388 D_GP: 0.360 D_real: 0.089 D_fake: 0.895 (epoch: 334, iters: 2542, time: 0.063) G_GAN: 0.586 G_GAN_Feat: 1.002 G_ID: 0.133 G_Rec: 0.409 D_GP: 0.031 D_real: 1.127 D_fake: 0.422 (epoch: 334, iters: 2942, time: 0.064) G_GAN: 0.754 G_GAN_Feat: 0.897 G_ID: 0.105 G_Rec: 0.308 D_GP: 0.044 D_real: 1.163 D_fake: 0.366 (epoch: 334, iters: 3342, time: 0.063) G_GAN: 0.759 G_GAN_Feat: 1.186 G_ID: 0.116 G_Rec: 0.503 D_GP: 0.040 D_real: 1.337 D_fake: 0.338 (epoch: 334, iters: 3742, time: 0.063) G_GAN: 0.111 G_GAN_Feat: 0.654 G_ID: 0.116 G_Rec: 0.308 D_GP: 0.024 D_real: 1.099 D_fake: 0.890 (epoch: 334, iters: 4142, time: 0.063) G_GAN: 0.369 G_GAN_Feat: 0.835 G_ID: 0.113 G_Rec: 0.434 D_GP: 0.026 D_real: 1.162 D_fake: 0.636 (epoch: 334, iters: 4542, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.626 G_ID: 0.094 G_Rec: 0.299 D_GP: 0.027 D_real: 1.122 D_fake: 0.839 (epoch: 334, iters: 4942, time: 0.063) G_GAN: 0.325 G_GAN_Feat: 0.800 G_ID: 0.130 G_Rec: 0.376 D_GP: 0.029 D_real: 1.115 D_fake: 0.679 (epoch: 334, iters: 5342, time: 0.063) G_GAN: 0.041 G_GAN_Feat: 0.697 G_ID: 0.131 G_Rec: 0.314 D_GP: 0.031 D_real: 0.934 D_fake: 0.960 (epoch: 334, iters: 5742, time: 0.063) G_GAN: 0.338 G_GAN_Feat: 0.813 G_ID: 0.123 G_Rec: 0.391 D_GP: 0.027 D_real: 1.098 D_fake: 0.668 (epoch: 334, iters: 6142, time: 0.064) G_GAN: -0.011 G_GAN_Feat: 0.639 G_ID: 0.123 G_Rec: 0.275 D_GP: 0.034 D_real: 0.844 D_fake: 1.011 (epoch: 334, iters: 6542, time: 0.063) G_GAN: 0.311 G_GAN_Feat: 0.860 G_ID: 0.131 G_Rec: 0.395 D_GP: 0.042 D_real: 0.920 D_fake: 0.695 (epoch: 334, iters: 6942, time: 0.063) G_GAN: -0.163 G_GAN_Feat: 0.716 G_ID: 0.116 G_Rec: 0.307 D_GP: 0.038 D_real: 0.620 D_fake: 1.163 (epoch: 334, iters: 7342, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 0.866 G_ID: 0.115 G_Rec: 0.405 D_GP: 0.034 D_real: 1.123 D_fake: 0.569 (epoch: 334, iters: 7742, time: 0.064) G_GAN: -0.168 G_GAN_Feat: 0.731 G_ID: 0.105 G_Rec: 0.326 D_GP: 0.079 D_real: 0.681 D_fake: 1.168 (epoch: 334, iters: 8142, time: 0.063) G_GAN: 0.485 G_GAN_Feat: 0.965 G_ID: 0.146 G_Rec: 0.435 D_GP: 0.042 D_real: 0.906 D_fake: 0.536 (epoch: 334, iters: 8542, time: 0.063) G_GAN: 0.101 G_GAN_Feat: 0.813 G_ID: 0.118 G_Rec: 0.341 D_GP: 0.044 D_real: 0.799 D_fake: 0.900 (epoch: 335, iters: 334, time: 0.063) G_GAN: 0.159 G_GAN_Feat: 0.916 G_ID: 0.139 G_Rec: 0.424 D_GP: 0.037 D_real: 0.708 D_fake: 0.842 (epoch: 335, iters: 734, time: 0.064) G_GAN: -0.005 G_GAN_Feat: 0.740 G_ID: 0.096 G_Rec: 0.315 D_GP: 0.076 D_real: 0.742 D_fake: 1.006 (epoch: 335, iters: 1134, time: 0.063) G_GAN: 0.693 G_GAN_Feat: 0.946 G_ID: 0.126 G_Rec: 0.432 D_GP: 0.033 D_real: 1.308 D_fake: 0.357 (epoch: 335, iters: 1534, time: 0.063) G_GAN: 0.051 G_GAN_Feat: 0.682 G_ID: 0.093 G_Rec: 0.292 D_GP: 0.028 D_real: 0.918 D_fake: 0.949 (epoch: 335, iters: 1934, time: 0.063) G_GAN: 0.721 G_GAN_Feat: 0.993 G_ID: 0.127 G_Rec: 0.433 D_GP: 0.061 D_real: 1.185 D_fake: 0.337 (epoch: 335, iters: 2334, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.693 G_ID: 0.109 G_Rec: 0.304 D_GP: 0.030 D_real: 0.992 D_fake: 0.907 (epoch: 335, iters: 2734, time: 0.063) G_GAN: 0.353 G_GAN_Feat: 1.129 G_ID: 0.134 G_Rec: 0.509 D_GP: 0.360 D_real: 0.502 D_fake: 0.661 (epoch: 335, iters: 3134, time: 0.063) G_GAN: 0.390 G_GAN_Feat: 0.706 G_ID: 0.096 G_Rec: 0.315 D_GP: 0.026 D_real: 1.209 D_fake: 0.616 (epoch: 335, iters: 3534, time: 0.063) G_GAN: 0.576 G_GAN_Feat: 0.990 G_ID: 0.126 G_Rec: 0.450 D_GP: 0.035 D_real: 1.141 D_fake: 0.441 (epoch: 335, iters: 3934, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.714 G_ID: 0.107 G_Rec: 0.335 D_GP: 0.030 D_real: 1.204 D_fake: 0.713 (epoch: 335, iters: 4334, time: 0.063) G_GAN: 0.506 G_GAN_Feat: 0.934 G_ID: 0.131 G_Rec: 0.437 D_GP: 0.037 D_real: 1.121 D_fake: 0.519 (epoch: 335, iters: 4734, time: 0.063) G_GAN: -0.340 G_GAN_Feat: 0.774 G_ID: 0.120 G_Rec: 0.320 D_GP: 0.072 D_real: 0.497 D_fake: 1.340 (epoch: 335, iters: 5134, time: 0.063) G_GAN: 0.518 G_GAN_Feat: 1.083 G_ID: 0.126 G_Rec: 0.465 D_GP: 0.161 D_real: 0.739 D_fake: 0.515 (epoch: 335, iters: 5534, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.793 G_ID: 0.106 G_Rec: 0.305 D_GP: 0.059 D_real: 1.025 D_fake: 0.617 (epoch: 335, iters: 5934, time: 0.063) G_GAN: 0.493 G_GAN_Feat: 1.079 G_ID: 0.130 G_Rec: 0.473 D_GP: 0.099 D_real: 0.607 D_fake: 0.526 (epoch: 335, iters: 6334, time: 0.063) G_GAN: -0.003 G_GAN_Feat: 0.784 G_ID: 0.116 G_Rec: 0.334 D_GP: 0.032 D_real: 0.879 D_fake: 1.003 (epoch: 335, iters: 6734, time: 0.063) G_GAN: 0.446 G_GAN_Feat: 0.946 G_ID: 0.119 G_Rec: 0.463 D_GP: 0.032 D_real: 1.041 D_fake: 0.559 (epoch: 335, iters: 7134, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.805 G_ID: 0.111 G_Rec: 0.313 D_GP: 0.064 D_real: 0.814 D_fake: 0.750 (epoch: 335, iters: 7534, time: 0.063) G_GAN: 0.867 G_GAN_Feat: 0.998 G_ID: 0.120 G_Rec: 0.419 D_GP: 0.044 D_real: 1.353 D_fake: 0.238 (epoch: 335, iters: 7934, time: 0.063) G_GAN: 0.296 G_GAN_Feat: 0.790 G_ID: 0.113 G_Rec: 0.339 D_GP: 0.032 D_real: 1.165 D_fake: 0.705 (epoch: 335, iters: 8334, time: 0.063) G_GAN: 0.574 G_GAN_Feat: 0.822 G_ID: 0.108 G_Rec: 0.419 D_GP: 0.028 D_real: 1.264 D_fake: 0.438 (epoch: 336, iters: 126, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.744 G_ID: 0.107 G_Rec: 0.286 D_GP: 0.045 D_real: 1.081 D_fake: 0.697 (epoch: 336, iters: 526, time: 0.063) G_GAN: 0.342 G_GAN_Feat: 0.997 G_ID: 0.153 G_Rec: 0.441 D_GP: 0.034 D_real: 0.866 D_fake: 0.665 (epoch: 336, iters: 926, time: 0.063) G_GAN: 0.184 G_GAN_Feat: 0.738 G_ID: 0.110 G_Rec: 0.297 D_GP: 0.038 D_real: 0.954 D_fake: 0.818 (epoch: 336, iters: 1326, time: 0.064) G_GAN: 0.804 G_GAN_Feat: 1.140 G_ID: 0.125 G_Rec: 0.536 D_GP: 0.050 D_real: 0.986 D_fake: 0.300 (epoch: 336, iters: 1726, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.884 G_ID: 0.106 G_Rec: 0.330 D_GP: 0.076 D_real: 0.739 D_fake: 0.765 (epoch: 336, iters: 2126, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 1.021 G_ID: 0.127 G_Rec: 0.437 D_GP: 0.057 D_real: 0.524 D_fake: 0.677 (epoch: 336, iters: 2526, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.770 G_ID: 0.112 G_Rec: 0.354 D_GP: 0.033 D_real: 0.896 D_fake: 0.908 (epoch: 336, iters: 2926, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 1.097 G_ID: 0.138 G_Rec: 0.434 D_GP: 0.048 D_real: 0.464 D_fake: 0.667 (epoch: 336, iters: 3326, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.747 G_ID: 0.100 G_Rec: 0.306 D_GP: 0.058 D_real: 0.911 D_fake: 0.809 (epoch: 336, iters: 3726, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.977 G_ID: 0.147 G_Rec: 0.463 D_GP: 0.031 D_real: 0.967 D_fake: 0.614 (epoch: 336, iters: 4126, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 0.743 G_ID: 0.097 G_Rec: 0.296 D_GP: 0.034 D_real: 1.263 D_fake: 0.525 (epoch: 336, iters: 4526, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.978 G_ID: 0.142 G_Rec: 0.443 D_GP: 0.034 D_real: 1.044 D_fake: 0.631 (epoch: 336, iters: 4926, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.807 G_ID: 0.114 G_Rec: 0.343 D_GP: 0.033 D_real: 0.876 D_fake: 0.840 (epoch: 336, iters: 5326, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 1.205 G_ID: 0.112 G_Rec: 0.465 D_GP: 0.413 D_real: 0.271 D_fake: 0.490 (epoch: 336, iters: 5726, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.688 G_ID: 0.099 G_Rec: 0.292 D_GP: 0.028 D_real: 0.967 D_fake: 0.959 (epoch: 336, iters: 6126, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 0.955 G_ID: 0.138 G_Rec: 0.432 D_GP: 0.052 D_real: 0.951 D_fake: 0.498 (epoch: 336, iters: 6526, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.908 G_ID: 0.113 G_Rec: 0.330 D_GP: 0.068 D_real: 0.474 D_fake: 0.674 (epoch: 336, iters: 6926, time: 0.064) G_GAN: 0.542 G_GAN_Feat: 0.961 G_ID: 0.120 G_Rec: 0.509 D_GP: 0.036 D_real: 1.132 D_fake: 0.495 (epoch: 336, iters: 7326, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.609 G_ID: 0.110 G_Rec: 0.280 D_GP: 0.031 D_real: 1.100 D_fake: 0.831 (epoch: 336, iters: 7726, time: 0.064) G_GAN: 0.252 G_GAN_Feat: 0.910 G_ID: 0.136 G_Rec: 0.445 D_GP: 0.040 D_real: 0.941 D_fake: 0.749 (epoch: 336, iters: 8126, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.766 G_ID: 0.098 G_Rec: 0.326 D_GP: 0.058 D_real: 0.950 D_fake: 0.768 (epoch: 336, iters: 8526, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 1.005 G_ID: 0.133 G_Rec: 0.478 D_GP: 0.104 D_real: 0.418 D_fake: 0.888 (epoch: 337, iters: 318, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 0.701 G_ID: 0.110 G_Rec: 0.296 D_GP: 0.030 D_real: 1.228 D_fake: 0.643 (epoch: 337, iters: 718, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.961 G_ID: 0.128 G_Rec: 0.408 D_GP: 0.061 D_real: 0.740 D_fake: 0.619 (epoch: 337, iters: 1118, time: 0.064) G_GAN: 0.225 G_GAN_Feat: 0.847 G_ID: 0.105 G_Rec: 0.315 D_GP: 0.055 D_real: 0.623 D_fake: 0.776 (epoch: 337, iters: 1518, time: 0.063) G_GAN: 0.728 G_GAN_Feat: 1.060 G_ID: 0.140 G_Rec: 0.440 D_GP: 0.042 D_real: 1.081 D_fake: 0.315 (epoch: 337, iters: 1918, time: 0.063) G_GAN: 0.040 G_GAN_Feat: 0.782 G_ID: 0.118 G_Rec: 0.323 D_GP: 0.067 D_real: 0.630 D_fake: 0.960 (epoch: 337, iters: 2318, time: 0.063) G_GAN: 0.492 G_GAN_Feat: 0.952 G_ID: 0.138 G_Rec: 0.436 D_GP: 0.034 D_real: 1.094 D_fake: 0.512 (epoch: 337, iters: 2718, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.666 G_ID: 0.091 G_Rec: 0.290 D_GP: 0.035 D_real: 1.191 D_fake: 0.752 (epoch: 337, iters: 3118, time: 0.063) G_GAN: 0.583 G_GAN_Feat: 1.027 G_ID: 0.127 G_Rec: 0.464 D_GP: 0.038 D_real: 1.026 D_fake: 0.438 (epoch: 337, iters: 3518, time: 0.063) G_GAN: 0.098 G_GAN_Feat: 0.826 G_ID: 0.108 G_Rec: 0.333 D_GP: 0.089 D_real: 0.524 D_fake: 0.903 (epoch: 337, iters: 3918, time: 0.063) G_GAN: 0.389 G_GAN_Feat: 0.921 G_ID: 0.130 G_Rec: 0.429 D_GP: 0.030 D_real: 1.079 D_fake: 0.615 (epoch: 337, iters: 4318, time: 0.064) G_GAN: -0.207 G_GAN_Feat: 0.656 G_ID: 0.103 G_Rec: 0.320 D_GP: 0.032 D_real: 0.799 D_fake: 1.207 (epoch: 337, iters: 4718, time: 0.063) G_GAN: 0.535 G_GAN_Feat: 0.866 G_ID: 0.129 G_Rec: 0.400 D_GP: 0.033 D_real: 1.269 D_fake: 0.483 (epoch: 337, iters: 5118, time: 0.063) G_GAN: 0.227 G_GAN_Feat: 0.665 G_ID: 0.102 G_Rec: 0.310 D_GP: 0.028 D_real: 1.105 D_fake: 0.773 (epoch: 337, iters: 5518, time: 0.063) G_GAN: 0.439 G_GAN_Feat: 0.963 G_ID: 0.117 G_Rec: 0.473 D_GP: 0.028 D_real: 1.169 D_fake: 0.565 (epoch: 337, iters: 5918, time: 0.064) G_GAN: -0.001 G_GAN_Feat: 0.714 G_ID: 0.130 G_Rec: 0.287 D_GP: 0.042 D_real: 0.845 D_fake: 1.001 (epoch: 337, iters: 6318, time: 0.063) G_GAN: 0.547 G_GAN_Feat: 1.089 G_ID: 0.142 G_Rec: 0.485 D_GP: 0.475 D_real: 0.858 D_fake: 0.543 (epoch: 337, iters: 6718, time: 0.063) G_GAN: 0.143 G_GAN_Feat: 0.700 G_ID: 0.107 G_Rec: 0.305 D_GP: 0.034 D_real: 1.085 D_fake: 0.857 (epoch: 337, iters: 7118, time: 0.063) G_GAN: 0.247 G_GAN_Feat: 0.899 G_ID: 0.133 G_Rec: 0.404 D_GP: 0.041 D_real: 0.856 D_fake: 0.754 (epoch: 337, iters: 7518, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.697 G_ID: 0.110 G_Rec: 0.285 D_GP: 0.031 D_real: 1.053 D_fake: 0.866 (epoch: 337, iters: 7918, time: 0.063) G_GAN: 0.427 G_GAN_Feat: 0.929 G_ID: 0.119 G_Rec: 0.410 D_GP: 0.035 D_real: 1.128 D_fake: 0.579 (epoch: 337, iters: 8318, time: 0.063) G_GAN: 0.341 G_GAN_Feat: 0.755 G_ID: 0.110 G_Rec: 0.319 D_GP: 0.048 D_real: 1.018 D_fake: 0.660 (epoch: 338, iters: 110, time: 0.063) G_GAN: 0.574 G_GAN_Feat: 1.122 G_ID: 0.140 G_Rec: 0.468 D_GP: 0.360 D_real: 0.549 D_fake: 0.451 (epoch: 338, iters: 510, time: 0.063) G_GAN: 0.213 G_GAN_Feat: 0.934 G_ID: 0.107 G_Rec: 0.365 D_GP: 0.377 D_real: 0.391 D_fake: 0.794 (epoch: 338, iters: 910, time: 0.063) G_GAN: 0.662 G_GAN_Feat: 1.012 G_ID: 0.153 G_Rec: 0.424 D_GP: 0.052 D_real: 0.964 D_fake: 0.364 (epoch: 338, iters: 1310, time: 0.064) G_GAN: 0.146 G_GAN_Feat: 0.988 G_ID: 0.120 G_Rec: 0.352 D_GP: 0.318 D_real: 0.380 D_fake: 0.857 (epoch: 338, iters: 1710, time: 0.064) G_GAN: 0.869 G_GAN_Feat: 1.009 G_ID: 0.128 G_Rec: 0.476 D_GP: 0.033 D_real: 1.549 D_fake: 0.188 (epoch: 338, iters: 2110, time: 0.063) G_GAN: 0.569 G_GAN_Feat: 0.825 G_ID: 0.102 G_Rec: 0.353 D_GP: 0.038 D_real: 1.388 D_fake: 0.444 (epoch: 338, iters: 2510, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 1.111 G_ID: 0.128 G_Rec: 0.483 D_GP: 0.139 D_real: 0.715 D_fake: 0.662 (epoch: 338, iters: 2910, time: 0.063) G_GAN: 0.158 G_GAN_Feat: 0.805 G_ID: 0.108 G_Rec: 0.336 D_GP: 0.063 D_real: 0.804 D_fake: 0.842 (epoch: 338, iters: 3310, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 1.006 G_ID: 0.147 G_Rec: 0.419 D_GP: 0.051 D_real: 0.725 D_fake: 0.660 (epoch: 338, iters: 3710, time: 0.063) G_GAN: 0.151 G_GAN_Feat: 0.841 G_ID: 0.104 G_Rec: 0.354 D_GP: 0.031 D_real: 0.950 D_fake: 0.849 (epoch: 338, iters: 4110, time: 0.063) G_GAN: 0.441 G_GAN_Feat: 1.120 G_ID: 0.127 G_Rec: 0.505 D_GP: 0.125 D_real: 0.294 D_fake: 0.586 (epoch: 338, iters: 4510, time: 0.063) G_GAN: -0.428 G_GAN_Feat: 0.842 G_ID: 0.113 G_Rec: 0.326 D_GP: 0.043 D_real: 0.431 D_fake: 1.428 (epoch: 338, iters: 4910, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.902 G_ID: 0.145 G_Rec: 0.416 D_GP: 0.034 D_real: 0.997 D_fake: 0.675 (epoch: 338, iters: 5310, time: 0.063) G_GAN: 0.200 G_GAN_Feat: 0.865 G_ID: 0.116 G_Rec: 0.339 D_GP: 0.078 D_real: 0.542 D_fake: 0.801 (epoch: 338, iters: 5710, time: 0.063) G_GAN: 0.303 G_GAN_Feat: 1.165 G_ID: 0.142 G_Rec: 0.487 D_GP: 0.244 D_real: 0.513 D_fake: 0.715 (epoch: 338, iters: 6110, time: 0.063) G_GAN: 0.200 G_GAN_Feat: 1.136 G_ID: 0.095 G_Rec: 0.384 D_GP: 1.795 D_real: 0.811 D_fake: 0.805 (epoch: 338, iters: 6510, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.893 G_ID: 0.118 G_Rec: 0.437 D_GP: 0.028 D_real: 0.854 D_fake: 0.845 (epoch: 338, iters: 6910, time: 0.063) G_GAN: -0.024 G_GAN_Feat: 0.812 G_ID: 0.102 G_Rec: 0.350 D_GP: 0.091 D_real: 0.736 D_fake: 1.024 (epoch: 338, iters: 7310, time: 0.063) G_GAN: 0.208 G_GAN_Feat: 0.863 G_ID: 0.128 G_Rec: 0.411 D_GP: 0.030 D_real: 0.891 D_fake: 0.795 (epoch: 338, iters: 7710, time: 0.063) G_GAN: -0.261 G_GAN_Feat: 0.752 G_ID: 0.101 G_Rec: 0.342 D_GP: 0.057 D_real: 0.498 D_fake: 1.261 (epoch: 338, iters: 8110, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.941 G_ID: 0.139 G_Rec: 0.394 D_GP: 0.081 D_real: 0.613 D_fake: 0.861 (epoch: 338, iters: 8510, time: 0.063) G_GAN: 0.009 G_GAN_Feat: 0.855 G_ID: 0.125 G_Rec: 0.340 D_GP: 0.108 D_real: 0.590 D_fake: 0.991 (epoch: 339, iters: 302, time: 0.063) G_GAN: 0.434 G_GAN_Feat: 1.076 G_ID: 0.132 G_Rec: 0.487 D_GP: 0.164 D_real: 0.507 D_fake: 0.578 (epoch: 339, iters: 702, time: 0.063) G_GAN: 0.326 G_GAN_Feat: 0.679 G_ID: 0.094 G_Rec: 0.323 D_GP: 0.023 D_real: 1.241 D_fake: 0.675 (epoch: 339, iters: 1102, time: 0.064) G_GAN: 0.639 G_GAN_Feat: 1.058 G_ID: 0.137 G_Rec: 0.482 D_GP: 0.099 D_real: 0.946 D_fake: 0.370 (epoch: 339, iters: 1502, time: 0.064) G_GAN: 0.243 G_GAN_Feat: 0.805 G_ID: 0.122 G_Rec: 0.341 D_GP: 0.031 D_real: 1.074 D_fake: 0.758 (epoch: 339, iters: 1902, time: 0.063) G_GAN: 0.421 G_GAN_Feat: 1.063 G_ID: 0.128 G_Rec: 0.469 D_GP: 0.040 D_real: 0.611 D_fake: 0.580 (epoch: 339, iters: 2302, time: 0.063) G_GAN: 0.096 G_GAN_Feat: 0.728 G_ID: 0.117 G_Rec: 0.320 D_GP: 0.024 D_real: 0.984 D_fake: 0.905 (epoch: 339, iters: 2702, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 1.002 G_ID: 0.120 G_Rec: 0.449 D_GP: 0.050 D_real: 0.874 D_fake: 0.665 (epoch: 339, iters: 3102, time: 0.063) G_GAN: 0.035 G_GAN_Feat: 0.688 G_ID: 0.110 G_Rec: 0.284 D_GP: 0.031 D_real: 0.833 D_fake: 0.966 (epoch: 339, iters: 3502, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.946 G_ID: 0.157 G_Rec: 0.407 D_GP: 0.042 D_real: 0.709 D_fake: 0.798 (epoch: 339, iters: 3902, time: 0.063) G_GAN: 0.160 G_GAN_Feat: 0.742 G_ID: 0.097 G_Rec: 0.326 D_GP: 0.040 D_real: 1.037 D_fake: 0.840 (epoch: 339, iters: 4302, time: 0.064) G_GAN: 0.421 G_GAN_Feat: 1.027 G_ID: 0.130 G_Rec: 0.476 D_GP: 0.045 D_real: 0.762 D_fake: 0.595 (epoch: 339, iters: 4702, time: 0.063) G_GAN: 0.116 G_GAN_Feat: 0.839 G_ID: 0.112 G_Rec: 0.342 D_GP: 0.102 D_real: 0.642 D_fake: 0.885 (epoch: 339, iters: 5102, time: 0.064) G_GAN: 0.576 G_GAN_Feat: 0.967 G_ID: 0.130 G_Rec: 0.426 D_GP: 0.041 D_real: 1.199 D_fake: 0.445 (epoch: 339, iters: 5502, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.847 G_ID: 0.101 G_Rec: 0.354 D_GP: 0.032 D_real: 0.719 D_fake: 0.785 (epoch: 339, iters: 5902, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 1.017 G_ID: 0.122 G_Rec: 0.423 D_GP: 0.049 D_real: 0.785 D_fake: 0.465 (epoch: 339, iters: 6302, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.709 G_ID: 0.110 G_Rec: 0.315 D_GP: 0.027 D_real: 1.284 D_fake: 0.645 (epoch: 339, iters: 6702, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.884 G_ID: 0.134 G_Rec: 0.422 D_GP: 0.032 D_real: 0.907 D_fake: 0.748 (epoch: 339, iters: 7102, time: 0.064) G_GAN: -0.023 G_GAN_Feat: 0.748 G_ID: 0.117 G_Rec: 0.327 D_GP: 0.035 D_real: 0.835 D_fake: 1.023 (epoch: 339, iters: 7502, time: 0.064) G_GAN: 0.182 G_GAN_Feat: 0.970 G_ID: 0.160 G_Rec: 0.433 D_GP: 0.043 D_real: 0.586 D_fake: 0.819 (epoch: 339, iters: 7902, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.745 G_ID: 0.117 G_Rec: 0.308 D_GP: 0.082 D_real: 0.995 D_fake: 0.683 (epoch: 339, iters: 8302, time: 0.063) G_GAN: 0.724 G_GAN_Feat: 1.103 G_ID: 0.137 G_Rec: 0.486 D_GP: 0.108 D_real: 0.704 D_fake: 0.344 (epoch: 339, iters: 8702, time: 0.063) G_GAN: 0.311 G_GAN_Feat: 0.774 G_ID: 0.115 G_Rec: 0.303 D_GP: 0.034 D_real: 1.134 D_fake: 0.689 (epoch: 340, iters: 494, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 1.015 G_ID: 0.127 G_Rec: 0.425 D_GP: 0.080 D_real: 0.651 D_fake: 0.703 (epoch: 340, iters: 894, time: 0.063) G_GAN: 0.278 G_GAN_Feat: 0.783 G_ID: 0.105 G_Rec: 0.361 D_GP: 0.026 D_real: 1.100 D_fake: 0.726 (epoch: 340, iters: 1294, time: 0.064) G_GAN: 0.620 G_GAN_Feat: 1.071 G_ID: 0.138 G_Rec: 0.456 D_GP: 0.037 D_real: 1.223 D_fake: 0.420 (epoch: 340, iters: 1694, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.816 G_ID: 0.143 G_Rec: 0.325 D_GP: 0.062 D_real: 0.904 D_fake: 0.779 (epoch: 340, iters: 2094, time: 0.064) G_GAN: 0.800 G_GAN_Feat: 1.232 G_ID: 0.152 G_Rec: 0.484 D_GP: 0.238 D_real: 0.404 D_fake: 0.252 (epoch: 340, iters: 2494, time: 0.064) G_GAN: -0.021 G_GAN_Feat: 0.752 G_ID: 0.109 G_Rec: 0.335 D_GP: 0.038 D_real: 0.832 D_fake: 1.021 (epoch: 340, iters: 2894, time: 0.063) G_GAN: 0.449 G_GAN_Feat: 0.977 G_ID: 0.139 G_Rec: 0.463 D_GP: 0.046 D_real: 0.863 D_fake: 0.562 (epoch: 340, iters: 3294, time: 0.063) G_GAN: 0.220 G_GAN_Feat: 0.729 G_ID: 0.098 G_Rec: 0.306 D_GP: 0.033 D_real: 1.077 D_fake: 0.781 (epoch: 340, iters: 3694, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 1.164 G_ID: 0.142 G_Rec: 0.460 D_GP: 0.864 D_real: 0.274 D_fake: 0.506 (epoch: 340, iters: 4094, time: 0.063) G_GAN: 0.254 G_GAN_Feat: 0.700 G_ID: 0.092 G_Rec: 0.342 D_GP: 0.032 D_real: 1.202 D_fake: 0.747 (epoch: 340, iters: 4494, time: 0.063) G_GAN: 0.605 G_GAN_Feat: 1.060 G_ID: 0.122 G_Rec: 0.429 D_GP: 0.063 D_real: 0.794 D_fake: 0.440 (epoch: 340, iters: 4894, time: 0.063) G_GAN: 0.264 G_GAN_Feat: 0.703 G_ID: 0.116 G_Rec: 0.315 D_GP: 0.027 D_real: 1.192 D_fake: 0.827 (epoch: 340, iters: 5294, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.851 G_ID: 0.121 G_Rec: 0.426 D_GP: 0.026 D_real: 1.058 D_fake: 0.648 (epoch: 340, iters: 5694, time: 0.063) G_GAN: 0.220 G_GAN_Feat: 0.613 G_ID: 0.101 G_Rec: 0.309 D_GP: 0.026 D_real: 1.194 D_fake: 0.780 (epoch: 340, iters: 6094, time: 0.063) G_GAN: 0.456 G_GAN_Feat: 0.936 G_ID: 0.116 G_Rec: 0.472 D_GP: 0.040 D_real: 1.071 D_fake: 0.554 (epoch: 340, iters: 6494, time: 0.063) G_GAN: 0.134 G_GAN_Feat: 0.694 G_ID: 0.103 G_Rec: 0.331 D_GP: 0.046 D_real: 0.992 D_fake: 0.867 (epoch: 340, iters: 6894, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.791 G_ID: 0.114 G_Rec: 0.375 D_GP: 0.038 D_real: 0.977 D_fake: 0.735 (epoch: 340, iters: 7294, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.737 G_ID: 0.097 G_Rec: 0.370 D_GP: 0.061 D_real: 0.834 D_fake: 0.912 (epoch: 340, iters: 7694, time: 0.063) G_GAN: 0.310 G_GAN_Feat: 0.911 G_ID: 0.138 G_Rec: 0.429 D_GP: 0.047 D_real: 0.880 D_fake: 0.698 (epoch: 340, iters: 8094, time: 0.063) G_GAN: 0.001 G_GAN_Feat: 0.720 G_ID: 0.101 G_Rec: 0.327 D_GP: 0.068 D_real: 0.808 D_fake: 0.999 (epoch: 340, iters: 8494, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.880 G_ID: 0.111 G_Rec: 0.417 D_GP: 0.037 D_real: 0.995 D_fake: 0.591 (epoch: 341, iters: 286, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.687 G_ID: 0.099 G_Rec: 0.306 D_GP: 0.038 D_real: 1.007 D_fake: 0.884 (epoch: 341, iters: 686, time: 0.063) G_GAN: 0.112 G_GAN_Feat: 0.931 G_ID: 0.128 G_Rec: 0.450 D_GP: 0.049 D_real: 0.752 D_fake: 0.893 (epoch: 341, iters: 1086, time: 0.063) G_GAN: 0.079 G_GAN_Feat: 0.660 G_ID: 0.125 G_Rec: 0.280 D_GP: 0.031 D_real: 0.994 D_fake: 0.921 (epoch: 341, iters: 1486, time: 0.064) G_GAN: 0.594 G_GAN_Feat: 0.969 G_ID: 0.132 G_Rec: 0.425 D_GP: 0.066 D_real: 1.092 D_fake: 0.446 (epoch: 341, iters: 1886, time: 0.064) G_GAN: 0.063 G_GAN_Feat: 0.754 G_ID: 0.103 G_Rec: 0.321 D_GP: 0.042 D_real: 0.883 D_fake: 0.937 (epoch: 341, iters: 2286, time: 0.063) G_GAN: 0.118 G_GAN_Feat: 0.906 G_ID: 0.159 G_Rec: 0.385 D_GP: 0.048 D_real: 0.694 D_fake: 0.882 (epoch: 341, iters: 2686, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.773 G_ID: 0.099 G_Rec: 0.317 D_GP: 0.030 D_real: 0.859 D_fake: 0.964 (epoch: 341, iters: 3086, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 1.017 G_ID: 0.115 G_Rec: 0.425 D_GP: 0.059 D_real: 0.746 D_fake: 0.669 (epoch: 341, iters: 3486, time: 0.063) G_GAN: 0.059 G_GAN_Feat: 0.768 G_ID: 0.107 G_Rec: 0.333 D_GP: 0.038 D_real: 0.877 D_fake: 0.942 (epoch: 341, iters: 3886, time: 0.063) G_GAN: 0.293 G_GAN_Feat: 0.893 G_ID: 0.121 G_Rec: 0.378 D_GP: 0.041 D_real: 0.878 D_fake: 0.708 (epoch: 341, iters: 4286, time: 0.064) G_GAN: 0.012 G_GAN_Feat: 0.795 G_ID: 0.093 G_Rec: 0.322 D_GP: 0.042 D_real: 0.851 D_fake: 0.989 (epoch: 341, iters: 4686, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 1.001 G_ID: 0.132 G_Rec: 0.492 D_GP: 0.058 D_real: 0.987 D_fake: 0.522 (epoch: 341, iters: 5086, time: 0.063) G_GAN: 0.151 G_GAN_Feat: 0.746 G_ID: 0.121 G_Rec: 0.310 D_GP: 0.030 D_real: 1.021 D_fake: 0.849 (epoch: 341, iters: 5486, time: 0.063) G_GAN: 0.286 G_GAN_Feat: 0.955 G_ID: 0.126 G_Rec: 0.435 D_GP: 0.033 D_real: 0.899 D_fake: 0.716 (epoch: 341, iters: 5886, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.905 G_ID: 0.112 G_Rec: 0.337 D_GP: 0.051 D_real: 0.483 D_fake: 0.952 (epoch: 341, iters: 6286, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.961 G_ID: 0.132 G_Rec: 0.402 D_GP: 0.058 D_real: 0.917 D_fake: 0.506 (epoch: 341, iters: 6686, time: 0.064) G_GAN: 0.004 G_GAN_Feat: 0.749 G_ID: 0.125 G_Rec: 0.321 D_GP: 0.026 D_real: 0.885 D_fake: 0.996 (epoch: 341, iters: 7086, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 1.061 G_ID: 0.128 G_Rec: 0.417 D_GP: 0.033 D_real: 0.874 D_fake: 0.625 (epoch: 341, iters: 7486, time: 0.063) G_GAN: 0.201 G_GAN_Feat: 0.861 G_ID: 0.111 G_Rec: 0.319 D_GP: 0.104 D_real: 0.550 D_fake: 0.799 (epoch: 341, iters: 7886, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.902 G_ID: 0.146 G_Rec: 0.447 D_GP: 0.029 D_real: 1.069 D_fake: 0.665 (epoch: 341, iters: 8286, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.730 G_ID: 0.089 G_Rec: 0.314 D_GP: 0.028 D_real: 1.144 D_fake: 0.761 (epoch: 341, iters: 8686, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.993 G_ID: 0.146 G_Rec: 0.453 D_GP: 0.033 D_real: 0.844 D_fake: 0.681 (epoch: 342, iters: 478, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.777 G_ID: 0.119 G_Rec: 0.310 D_GP: 0.038 D_real: 1.159 D_fake: 0.616 (epoch: 342, iters: 878, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.988 G_ID: 0.132 G_Rec: 0.440 D_GP: 0.063 D_real: 0.970 D_fake: 0.554 (epoch: 342, iters: 1278, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.845 G_ID: 0.112 G_Rec: 0.320 D_GP: 0.060 D_real: 0.614 D_fake: 0.880 (epoch: 342, iters: 1678, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.965 G_ID: 0.157 G_Rec: 0.431 D_GP: 0.029 D_real: 0.774 D_fake: 0.745 (epoch: 342, iters: 2078, time: 0.063) G_GAN: 0.370 G_GAN_Feat: 0.789 G_ID: 0.100 G_Rec: 0.313 D_GP: 0.043 D_real: 1.070 D_fake: 0.633 (epoch: 342, iters: 2478, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 1.074 G_ID: 0.142 G_Rec: 0.462 D_GP: 0.079 D_real: 0.513 D_fake: 0.763 (epoch: 342, iters: 2878, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.788 G_ID: 0.110 G_Rec: 0.358 D_GP: 0.030 D_real: 1.062 D_fake: 0.792 (epoch: 342, iters: 3278, time: 0.064) G_GAN: 0.705 G_GAN_Feat: 0.880 G_ID: 0.129 G_Rec: 0.447 D_GP: 0.031 D_real: 1.268 D_fake: 0.397 (epoch: 342, iters: 3678, time: 0.063) G_GAN: 0.106 G_GAN_Feat: 0.689 G_ID: 0.099 G_Rec: 0.314 D_GP: 0.030 D_real: 0.979 D_fake: 0.894 (epoch: 342, iters: 4078, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.988 G_ID: 0.130 G_Rec: 0.478 D_GP: 0.037 D_real: 1.095 D_fake: 0.534 (epoch: 342, iters: 4478, time: 0.063) G_GAN: 0.314 G_GAN_Feat: 0.789 G_ID: 0.117 G_Rec: 0.356 D_GP: 0.053 D_real: 0.972 D_fake: 0.688 (epoch: 342, iters: 4878, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.960 G_ID: 0.146 G_Rec: 0.449 D_GP: 0.218 D_real: 0.874 D_fake: 0.746 (epoch: 342, iters: 5278, time: 0.064) G_GAN: 0.002 G_GAN_Feat: 0.728 G_ID: 0.096 G_Rec: 0.289 D_GP: 0.048 D_real: 0.849 D_fake: 0.998 (epoch: 342, iters: 5678, time: 0.063) G_GAN: 0.413 G_GAN_Feat: 1.042 G_ID: 0.134 G_Rec: 0.446 D_GP: 0.057 D_real: 0.943 D_fake: 0.604 (epoch: 342, iters: 6078, time: 0.063) G_GAN: 0.014 G_GAN_Feat: 0.830 G_ID: 0.096 G_Rec: 0.323 D_GP: 0.033 D_real: 0.770 D_fake: 0.987 (epoch: 342, iters: 6478, time: 0.063) G_GAN: 0.291 G_GAN_Feat: 1.018 G_ID: 0.124 G_Rec: 0.438 D_GP: 0.053 D_real: 0.724 D_fake: 0.710 (epoch: 342, iters: 6878, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.726 G_ID: 0.112 G_Rec: 0.295 D_GP: 0.030 D_real: 1.149 D_fake: 0.664 (epoch: 342, iters: 7278, time: 0.063) G_GAN: 0.410 G_GAN_Feat: 0.947 G_ID: 0.152 G_Rec: 0.396 D_GP: 0.035 D_real: 1.167 D_fake: 0.593 (epoch: 342, iters: 7678, time: 0.063) G_GAN: 0.137 G_GAN_Feat: 1.002 G_ID: 0.103 G_Rec: 0.405 D_GP: 0.245 D_real: 0.440 D_fake: 0.865 (epoch: 342, iters: 8078, time: 0.063) G_GAN: 0.448 G_GAN_Feat: 1.180 G_ID: 0.145 G_Rec: 0.448 D_GP: 0.067 D_real: 0.460 D_fake: 0.554 (epoch: 342, iters: 8478, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.967 G_ID: 0.125 G_Rec: 0.334 D_GP: 0.080 D_real: 0.643 D_fake: 0.714 (epoch: 343, iters: 270, time: 0.063) G_GAN: 0.520 G_GAN_Feat: 1.167 G_ID: 0.150 G_Rec: 0.447 D_GP: 0.032 D_real: 0.905 D_fake: 0.485 (epoch: 343, iters: 670, time: 0.063) G_GAN: 0.062 G_GAN_Feat: 0.700 G_ID: 0.110 G_Rec: 0.347 D_GP: 0.027 D_real: 0.964 D_fake: 0.938 (epoch: 343, iters: 1070, time: 0.064) G_GAN: 0.430 G_GAN_Feat: 0.931 G_ID: 0.157 G_Rec: 0.435 D_GP: 0.036 D_real: 0.926 D_fake: 0.590 (epoch: 343, iters: 1470, time: 0.064) G_GAN: -0.107 G_GAN_Feat: 0.818 G_ID: 0.118 G_Rec: 0.361 D_GP: 0.121 D_real: 0.617 D_fake: 1.107 (epoch: 343, iters: 1870, time: 0.063) G_GAN: 0.242 G_GAN_Feat: 0.864 G_ID: 0.132 G_Rec: 0.372 D_GP: 0.043 D_real: 0.989 D_fake: 0.760 (epoch: 343, iters: 2270, time: 0.063) G_GAN: 0.386 G_GAN_Feat: 0.692 G_ID: 0.106 G_Rec: 0.302 D_GP: 0.036 D_real: 1.285 D_fake: 0.621 (epoch: 343, iters: 2670, time: 0.063) G_GAN: 0.560 G_GAN_Feat: 0.997 G_ID: 0.151 G_Rec: 0.486 D_GP: 0.070 D_real: 1.069 D_fake: 0.453 (epoch: 343, iters: 3070, time: 0.064) G_GAN: 0.214 G_GAN_Feat: 0.721 G_ID: 0.111 G_Rec: 0.287 D_GP: 0.042 D_real: 0.967 D_fake: 0.786 (epoch: 343, iters: 3470, time: 0.064) G_GAN: 0.796 G_GAN_Feat: 1.043 G_ID: 0.141 G_Rec: 0.429 D_GP: 0.094 D_real: 0.997 D_fake: 0.293 (epoch: 343, iters: 3870, time: 0.063) G_GAN: -0.083 G_GAN_Feat: 0.800 G_ID: 0.110 G_Rec: 0.312 D_GP: 0.044 D_real: 0.786 D_fake: 1.084 (epoch: 343, iters: 4270, time: 0.064) G_GAN: 0.692 G_GAN_Feat: 1.064 G_ID: 0.125 G_Rec: 0.458 D_GP: 0.039 D_real: 0.959 D_fake: 0.343 (epoch: 343, iters: 4670, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.943 G_ID: 0.114 G_Rec: 0.354 D_GP: 0.981 D_real: 0.401 D_fake: 0.739 (epoch: 343, iters: 5070, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 1.181 G_ID: 0.133 G_Rec: 0.500 D_GP: 0.155 D_real: 0.439 D_fake: 0.786 (epoch: 343, iters: 5470, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.724 G_ID: 0.115 G_Rec: 0.307 D_GP: 0.033 D_real: 1.126 D_fake: 0.738 (epoch: 343, iters: 5870, time: 0.064) G_GAN: 0.315 G_GAN_Feat: 1.066 G_ID: 0.127 G_Rec: 0.394 D_GP: 0.057 D_real: 0.386 D_fake: 0.723 (epoch: 343, iters: 6270, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.857 G_ID: 0.103 G_Rec: 0.349 D_GP: 0.035 D_real: 1.306 D_fake: 0.493 (epoch: 343, iters: 6670, time: 0.063) G_GAN: 0.105 G_GAN_Feat: 1.221 G_ID: 0.147 G_Rec: 0.490 D_GP: 0.172 D_real: 0.089 D_fake: 0.901 (epoch: 343, iters: 7070, time: 0.063) G_GAN: 0.022 G_GAN_Feat: 0.750 G_ID: 0.122 G_Rec: 0.289 D_GP: 0.043 D_real: 0.745 D_fake: 0.978 (epoch: 343, iters: 7470, time: 0.063) G_GAN: 0.286 G_GAN_Feat: 1.123 G_ID: 0.122 G_Rec: 0.434 D_GP: 0.093 D_real: 0.751 D_fake: 0.722 (epoch: 343, iters: 7870, time: 0.064) G_GAN: 0.586 G_GAN_Feat: 0.821 G_ID: 0.099 G_Rec: 0.334 D_GP: 0.046 D_real: 1.389 D_fake: 0.468 (epoch: 343, iters: 8270, time: 0.063) G_GAN: 0.401 G_GAN_Feat: 0.990 G_ID: 0.122 G_Rec: 0.428 D_GP: 0.029 D_real: 0.990 D_fake: 0.599 (epoch: 343, iters: 8670, time: 0.063) G_GAN: 0.786 G_GAN_Feat: 0.828 G_ID: 0.113 G_Rec: 0.330 D_GP: 0.037 D_real: 1.386 D_fake: 0.275 (epoch: 344, iters: 462, time: 0.063) G_GAN: 0.416 G_GAN_Feat: 0.961 G_ID: 0.136 G_Rec: 0.436 D_GP: 0.032 D_real: 1.005 D_fake: 0.587 (epoch: 344, iters: 862, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 0.836 G_ID: 0.097 G_Rec: 0.329 D_GP: 0.034 D_real: 1.131 D_fake: 0.585 (epoch: 344, iters: 1262, time: 0.063) G_GAN: 0.545 G_GAN_Feat: 0.873 G_ID: 0.132 G_Rec: 0.378 D_GP: 0.032 D_real: 1.331 D_fake: 0.459 (epoch: 344, iters: 1662, time: 0.063) G_GAN: 0.348 G_GAN_Feat: 0.764 G_ID: 0.123 G_Rec: 0.315 D_GP: 0.045 D_real: 1.153 D_fake: 0.658 (epoch: 344, iters: 2062, time: 0.064) G_GAN: 0.637 G_GAN_Feat: 0.885 G_ID: 0.146 G_Rec: 0.453 D_GP: 0.033 D_real: 1.288 D_fake: 0.374 (epoch: 344, iters: 2462, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.732 G_ID: 0.113 G_Rec: 0.318 D_GP: 0.044 D_real: 0.979 D_fake: 0.832 (epoch: 344, iters: 2862, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.980 G_ID: 0.149 G_Rec: 0.445 D_GP: 0.033 D_real: 1.053 D_fake: 0.641 (epoch: 344, iters: 3262, time: 0.063) G_GAN: 0.201 G_GAN_Feat: 0.681 G_ID: 0.102 G_Rec: 0.305 D_GP: 0.038 D_real: 1.129 D_fake: 0.799 (epoch: 344, iters: 3662, time: 0.063) G_GAN: 0.500 G_GAN_Feat: 0.838 G_ID: 0.130 G_Rec: 0.379 D_GP: 0.039 D_real: 1.179 D_fake: 0.510 (epoch: 344, iters: 4062, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.687 G_ID: 0.108 G_Rec: 0.302 D_GP: 0.038 D_real: 0.934 D_fake: 0.898 (epoch: 344, iters: 4462, time: 0.063) G_GAN: 0.623 G_GAN_Feat: 0.937 G_ID: 0.118 G_Rec: 0.413 D_GP: 0.032 D_real: 1.313 D_fake: 0.390 (epoch: 344, iters: 4862, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 0.706 G_ID: 0.111 G_Rec: 0.308 D_GP: 0.028 D_real: 1.040 D_fake: 0.762 (epoch: 344, iters: 5262, time: 0.063) G_GAN: 0.667 G_GAN_Feat: 0.998 G_ID: 0.130 G_Rec: 0.440 D_GP: 0.034 D_real: 1.393 D_fake: 0.354 (epoch: 344, iters: 5662, time: 0.064) G_GAN: -0.011 G_GAN_Feat: 0.892 G_ID: 0.100 G_Rec: 0.326 D_GP: 0.235 D_real: 0.322 D_fake: 1.012 (epoch: 344, iters: 6062, time: 0.063) G_GAN: 0.635 G_GAN_Feat: 1.193 G_ID: 0.127 G_Rec: 0.447 D_GP: 0.050 D_real: 0.682 D_fake: 0.446 (epoch: 344, iters: 6462, time: 0.063) G_GAN: 0.184 G_GAN_Feat: 0.736 G_ID: 0.093 G_Rec: 0.269 D_GP: 0.036 D_real: 0.927 D_fake: 0.816 (epoch: 344, iters: 6862, time: 0.063) G_GAN: 0.786 G_GAN_Feat: 1.003 G_ID: 0.128 G_Rec: 0.411 D_GP: 0.033 D_real: 1.091 D_fake: 0.247 (epoch: 344, iters: 7262, time: 0.064) G_GAN: 0.099 G_GAN_Feat: 0.854 G_ID: 0.126 G_Rec: 0.316 D_GP: 0.035 D_real: 0.753 D_fake: 0.901 (epoch: 344, iters: 7662, time: 0.063) G_GAN: 0.648 G_GAN_Feat: 1.212 G_ID: 0.148 G_Rec: 0.488 D_GP: 0.044 D_real: 0.626 D_fake: 0.366 (epoch: 344, iters: 8062, time: 0.063) G_GAN: 0.194 G_GAN_Feat: 0.735 G_ID: 0.105 G_Rec: 0.327 D_GP: 0.026 D_real: 1.125 D_fake: 0.809 (epoch: 344, iters: 8462, time: 0.063) G_GAN: 0.723 G_GAN_Feat: 0.922 G_ID: 0.122 G_Rec: 0.434 D_GP: 0.031 D_real: 1.366 D_fake: 0.382 (epoch: 345, iters: 254, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.998 G_ID: 0.103 G_Rec: 0.341 D_GP: 0.153 D_real: 0.435 D_fake: 0.794 (epoch: 345, iters: 654, time: 0.063) G_GAN: 0.741 G_GAN_Feat: 0.936 G_ID: 0.115 G_Rec: 0.384 D_GP: 0.033 D_real: 1.320 D_fake: 0.281 (epoch: 345, iters: 1054, time: 0.063) G_GAN: 0.170 G_GAN_Feat: 0.817 G_ID: 0.105 G_Rec: 0.342 D_GP: 0.036 D_real: 0.928 D_fake: 0.832 (epoch: 345, iters: 1454, time: 0.063) G_GAN: 0.591 G_GAN_Feat: 1.013 G_ID: 0.114 G_Rec: 0.446 D_GP: 0.036 D_real: 1.055 D_fake: 0.418 (epoch: 345, iters: 1854, time: 0.064) G_GAN: 0.467 G_GAN_Feat: 1.051 G_ID: 0.101 G_Rec: 0.385 D_GP: 0.389 D_real: 0.475 D_fake: 0.625 (epoch: 345, iters: 2254, time: 0.063) G_GAN: 0.382 G_GAN_Feat: 0.923 G_ID: 0.119 G_Rec: 0.429 D_GP: 0.028 D_real: 1.078 D_fake: 0.621 (epoch: 345, iters: 2654, time: 0.063) G_GAN: 0.362 G_GAN_Feat: 0.843 G_ID: 0.097 G_Rec: 0.332 D_GP: 0.034 D_real: 1.169 D_fake: 0.655 (epoch: 345, iters: 3054, time: 0.064) G_GAN: 0.506 G_GAN_Feat: 0.946 G_ID: 0.133 G_Rec: 0.417 D_GP: 0.035 D_real: 1.050 D_fake: 0.500 (epoch: 345, iters: 3454, time: 0.064) G_GAN: 0.571 G_GAN_Feat: 0.910 G_ID: 0.106 G_Rec: 0.351 D_GP: 0.065 D_real: 0.935 D_fake: 0.529 (epoch: 345, iters: 3854, time: 0.064) G_GAN: 0.547 G_GAN_Feat: 1.176 G_ID: 0.152 G_Rec: 0.470 D_GP: 0.153 D_real: 0.404 D_fake: 0.468 (epoch: 345, iters: 4254, time: 0.064) G_GAN: 0.205 G_GAN_Feat: 0.858 G_ID: 0.103 G_Rec: 0.374 D_GP: 0.031 D_real: 0.671 D_fake: 0.796 (epoch: 345, iters: 4654, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 1.148 G_ID: 0.140 G_Rec: 0.509 D_GP: 0.205 D_real: 0.419 D_fake: 0.597 (epoch: 345, iters: 5054, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.824 G_ID: 0.094 G_Rec: 0.318 D_GP: 0.028 D_real: 1.014 D_fake: 0.816 (epoch: 345, iters: 5454, time: 0.064) G_GAN: 0.826 G_GAN_Feat: 0.964 G_ID: 0.118 G_Rec: 0.469 D_GP: 0.036 D_real: 1.351 D_fake: 0.336 (epoch: 345, iters: 5854, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.661 G_ID: 0.086 G_Rec: 0.288 D_GP: 0.029 D_real: 1.027 D_fake: 0.850 (epoch: 345, iters: 6254, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.896 G_ID: 0.125 G_Rec: 0.400 D_GP: 0.031 D_real: 0.997 D_fake: 0.725 (epoch: 345, iters: 6654, time: 0.064) G_GAN: 0.545 G_GAN_Feat: 0.924 G_ID: 0.097 G_Rec: 0.361 D_GP: 0.490 D_real: 0.963 D_fake: 0.472 (epoch: 345, iters: 7054, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 1.033 G_ID: 0.124 G_Rec: 0.469 D_GP: 0.093 D_real: 0.682 D_fake: 0.689 (epoch: 345, iters: 7454, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.764 G_ID: 0.100 G_Rec: 0.302 D_GP: 0.036 D_real: 0.936 D_fake: 0.822 (epoch: 345, iters: 7854, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 1.005 G_ID: 0.135 G_Rec: 0.443 D_GP: 0.041 D_real: 0.768 D_fake: 0.726 (epoch: 345, iters: 8254, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.835 G_ID: 0.101 G_Rec: 0.319 D_GP: 0.046 D_real: 0.783 D_fake: 0.917 (epoch: 345, iters: 8654, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 0.982 G_ID: 0.135 G_Rec: 0.444 D_GP: 0.033 D_real: 1.192 D_fake: 0.505 (epoch: 346, iters: 446, time: 0.064) G_GAN: 0.531 G_GAN_Feat: 1.044 G_ID: 0.104 G_Rec: 0.356 D_GP: 0.286 D_real: 0.468 D_fake: 0.536 (epoch: 346, iters: 846, time: 0.063) G_GAN: 0.501 G_GAN_Feat: 1.169 G_ID: 0.117 G_Rec: 0.465 D_GP: 0.037 D_real: 0.421 D_fake: 0.506 (epoch: 346, iters: 1246, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.772 G_ID: 0.117 G_Rec: 0.342 D_GP: 0.030 D_real: 0.969 D_fake: 0.878 (epoch: 346, iters: 1646, time: 0.063) G_GAN: 0.395 G_GAN_Feat: 0.933 G_ID: 0.122 G_Rec: 0.452 D_GP: 0.032 D_real: 1.008 D_fake: 0.614 (epoch: 346, iters: 2046, time: 0.063) G_GAN: -0.136 G_GAN_Feat: 0.649 G_ID: 0.115 G_Rec: 0.290 D_GP: 0.030 D_real: 0.815 D_fake: 1.136 (epoch: 346, iters: 2446, time: 0.063) G_GAN: 0.569 G_GAN_Feat: 0.990 G_ID: 0.116 G_Rec: 0.483 D_GP: 0.035 D_real: 0.963 D_fake: 0.477 (epoch: 346, iters: 2846, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.758 G_ID: 0.104 G_Rec: 0.375 D_GP: 0.027 D_real: 1.022 D_fake: 0.779 (epoch: 346, iters: 3246, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.909 G_ID: 0.120 G_Rec: 0.430 D_GP: 0.031 D_real: 1.138 D_fake: 0.570 (epoch: 346, iters: 3646, time: 0.063) G_GAN: -0.001 G_GAN_Feat: 0.734 G_ID: 0.147 G_Rec: 0.338 D_GP: 0.048 D_real: 0.836 D_fake: 1.001 (epoch: 346, iters: 4046, time: 0.064) G_GAN: 0.431 G_GAN_Feat: 1.103 G_ID: 0.131 G_Rec: 0.480 D_GP: 0.231 D_real: 0.482 D_fake: 0.582 (epoch: 346, iters: 4446, time: 0.064) G_GAN: 0.139 G_GAN_Feat: 0.744 G_ID: 0.120 G_Rec: 0.296 D_GP: 0.035 D_real: 1.025 D_fake: 0.870 (epoch: 346, iters: 4846, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 1.016 G_ID: 0.107 G_Rec: 0.426 D_GP: 0.042 D_real: 0.911 D_fake: 0.588 (epoch: 346, iters: 5246, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.886 G_ID: 0.119 G_Rec: 0.320 D_GP: 0.043 D_real: 0.555 D_fake: 0.941 (epoch: 346, iters: 5646, time: 0.063) G_GAN: 0.287 G_GAN_Feat: 1.013 G_ID: 0.110 G_Rec: 0.406 D_GP: 0.044 D_real: 0.614 D_fake: 0.713 (epoch: 346, iters: 6046, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.822 G_ID: 0.101 G_Rec: 0.317 D_GP: 0.049 D_real: 1.076 D_fake: 0.645 (epoch: 346, iters: 6446, time: 0.063) G_GAN: 0.664 G_GAN_Feat: 0.996 G_ID: 0.127 G_Rec: 0.460 D_GP: 0.031 D_real: 1.309 D_fake: 0.394 (epoch: 346, iters: 6846, time: 0.063) G_GAN: 0.270 G_GAN_Feat: 0.732 G_ID: 0.106 G_Rec: 0.292 D_GP: 0.028 D_real: 1.103 D_fake: 0.730 (epoch: 346, iters: 7246, time: 0.063) G_GAN: 0.538 G_GAN_Feat: 1.005 G_ID: 0.136 G_Rec: 0.453 D_GP: 0.037 D_real: 1.035 D_fake: 0.483 (epoch: 346, iters: 7646, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.793 G_ID: 0.122 G_Rec: 0.317 D_GP: 0.038 D_real: 0.967 D_fake: 0.906 (epoch: 346, iters: 8046, time: 0.063) G_GAN: 0.738 G_GAN_Feat: 0.954 G_ID: 0.121 G_Rec: 0.445 D_GP: 0.032 D_real: 1.399 D_fake: 0.350 (epoch: 346, iters: 8446, time: 0.063) G_GAN: 0.206 G_GAN_Feat: 0.782 G_ID: 0.116 G_Rec: 0.319 D_GP: 0.027 D_real: 1.058 D_fake: 0.794 (epoch: 347, iters: 238, time: 0.063) G_GAN: 0.578 G_GAN_Feat: 1.049 G_ID: 0.111 G_Rec: 0.488 D_GP: 0.032 D_real: 1.070 D_fake: 0.427 (epoch: 347, iters: 638, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.787 G_ID: 0.113 G_Rec: 0.316 D_GP: 0.031 D_real: 1.086 D_fake: 0.724 (epoch: 347, iters: 1038, time: 0.063) G_GAN: 0.453 G_GAN_Feat: 1.089 G_ID: 0.130 G_Rec: 0.420 D_GP: 0.052 D_real: 0.690 D_fake: 0.551 (epoch: 347, iters: 1438, time: 0.063) G_GAN: 0.682 G_GAN_Feat: 0.799 G_ID: 0.091 G_Rec: 0.345 D_GP: 0.035 D_real: 1.443 D_fake: 0.486 (epoch: 347, iters: 1838, time: 0.063) G_GAN: 0.334 G_GAN_Feat: 0.865 G_ID: 0.136 G_Rec: 0.420 D_GP: 0.031 D_real: 1.081 D_fake: 0.667 (epoch: 347, iters: 2238, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.696 G_ID: 0.108 G_Rec: 0.331 D_GP: 0.028 D_real: 1.086 D_fake: 0.810 (epoch: 347, iters: 2638, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.883 G_ID: 0.126 G_Rec: 0.400 D_GP: 0.035 D_real: 1.017 D_fake: 0.596 (epoch: 347, iters: 3038, time: 0.063) G_GAN: -0.197 G_GAN_Feat: 0.726 G_ID: 0.122 G_Rec: 0.347 D_GP: 0.039 D_real: 0.632 D_fake: 1.197 (epoch: 347, iters: 3438, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.885 G_ID: 0.122 G_Rec: 0.418 D_GP: 0.034 D_real: 1.079 D_fake: 0.592 (epoch: 347, iters: 3838, time: 0.064) G_GAN: -0.071 G_GAN_Feat: 0.782 G_ID: 0.111 G_Rec: 0.347 D_GP: 0.053 D_real: 0.609 D_fake: 1.071 (epoch: 347, iters: 4238, time: 0.063) G_GAN: 0.473 G_GAN_Feat: 0.984 G_ID: 0.126 G_Rec: 0.491 D_GP: 0.040 D_real: 1.144 D_fake: 0.546 (epoch: 347, iters: 4638, time: 0.063) G_GAN: 0.082 G_GAN_Feat: 0.667 G_ID: 0.107 G_Rec: 0.295 D_GP: 0.037 D_real: 0.958 D_fake: 0.918 (epoch: 347, iters: 5038, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.948 G_ID: 0.130 G_Rec: 0.403 D_GP: 0.056 D_real: 1.092 D_fake: 0.568 (epoch: 347, iters: 5438, time: 0.063) G_GAN: 0.107 G_GAN_Feat: 0.698 G_ID: 0.115 G_Rec: 0.325 D_GP: 0.035 D_real: 0.960 D_fake: 0.893 (epoch: 347, iters: 5838, time: 0.063) G_GAN: 0.189 G_GAN_Feat: 0.977 G_ID: 0.138 G_Rec: 0.466 D_GP: 0.082 D_real: 0.604 D_fake: 0.811 (epoch: 347, iters: 6238, time: 0.063) G_GAN: 0.014 G_GAN_Feat: 0.834 G_ID: 0.137 G_Rec: 0.343 D_GP: 0.042 D_real: 1.090 D_fake: 0.986 (epoch: 347, iters: 6638, time: 0.064) G_GAN: 0.623 G_GAN_Feat: 0.944 G_ID: 0.111 G_Rec: 0.435 D_GP: 0.072 D_real: 1.297 D_fake: 0.395 (epoch: 347, iters: 7038, time: 0.063) G_GAN: 0.351 G_GAN_Feat: 0.804 G_ID: 0.101 G_Rec: 0.369 D_GP: 0.075 D_real: 1.011 D_fake: 0.657 (epoch: 347, iters: 7438, time: 0.063) G_GAN: 0.546 G_GAN_Feat: 0.994 G_ID: 0.127 G_Rec: 0.454 D_GP: 0.036 D_real: 1.015 D_fake: 0.468 (epoch: 347, iters: 7838, time: 0.063) G_GAN: 0.221 G_GAN_Feat: 0.813 G_ID: 0.101 G_Rec: 0.328 D_GP: 0.037 D_real: 0.941 D_fake: 0.781 (epoch: 347, iters: 8238, time: 0.064) G_GAN: 0.628 G_GAN_Feat: 0.997 G_ID: 0.126 G_Rec: 0.450 D_GP: 0.033 D_real: 1.245 D_fake: 0.389 (epoch: 347, iters: 8638, time: 0.063) G_GAN: 0.077 G_GAN_Feat: 0.878 G_ID: 0.114 G_Rec: 0.350 D_GP: 0.067 D_real: 0.480 D_fake: 0.923 (epoch: 348, iters: 430, time: 0.063) G_GAN: 0.409 G_GAN_Feat: 0.967 G_ID: 0.113 G_Rec: 0.444 D_GP: 0.039 D_real: 0.905 D_fake: 0.591 (epoch: 348, iters: 830, time: 0.063) G_GAN: 0.387 G_GAN_Feat: 1.042 G_ID: 0.114 G_Rec: 0.362 D_GP: 0.087 D_real: 0.246 D_fake: 0.659 (epoch: 348, iters: 1230, time: 0.064) G_GAN: 0.622 G_GAN_Feat: 1.152 G_ID: 0.124 G_Rec: 0.474 D_GP: 0.089 D_real: 0.969 D_fake: 0.422 (epoch: 348, iters: 1630, time: 0.063) G_GAN: 0.435 G_GAN_Feat: 0.747 G_ID: 0.101 G_Rec: 0.305 D_GP: 0.044 D_real: 1.238 D_fake: 0.575 (epoch: 348, iters: 2030, time: 0.063) G_GAN: 0.451 G_GAN_Feat: 1.107 G_ID: 0.114 G_Rec: 0.471 D_GP: 0.046 D_real: 0.663 D_fake: 0.557 (epoch: 348, iters: 2430, time: 0.063) G_GAN: 0.165 G_GAN_Feat: 0.773 G_ID: 0.109 G_Rec: 0.308 D_GP: 0.033 D_real: 0.949 D_fake: 0.836 (epoch: 348, iters: 2830, time: 0.064) G_GAN: 0.652 G_GAN_Feat: 1.000 G_ID: 0.144 G_Rec: 0.423 D_GP: 0.034 D_real: 1.255 D_fake: 0.371 (epoch: 348, iters: 3230, time: 0.063) G_GAN: 0.078 G_GAN_Feat: 0.665 G_ID: 0.120 G_Rec: 0.287 D_GP: 0.032 D_real: 1.023 D_fake: 0.922 (epoch: 348, iters: 3630, time: 0.063) G_GAN: 0.294 G_GAN_Feat: 1.051 G_ID: 0.130 G_Rec: 0.474 D_GP: 0.053 D_real: 0.872 D_fake: 0.706 (epoch: 348, iters: 4030, time: 0.063) G_GAN: 0.200 G_GAN_Feat: 0.742 G_ID: 0.117 G_Rec: 0.311 D_GP: 0.029 D_real: 0.897 D_fake: 0.800 (epoch: 348, iters: 4430, time: 0.064) G_GAN: 0.682 G_GAN_Feat: 1.080 G_ID: 0.114 G_Rec: 0.477 D_GP: 0.052 D_real: 0.955 D_fake: 0.352 (epoch: 348, iters: 4830, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.796 G_ID: 0.103 G_Rec: 0.322 D_GP: 0.051 D_real: 1.133 D_fake: 0.853 (epoch: 348, iters: 5230, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 1.031 G_ID: 0.122 G_Rec: 0.434 D_GP: 0.034 D_real: 0.794 D_fake: 0.618 (epoch: 348, iters: 5630, time: 0.064) G_GAN: 1.125 G_GAN_Feat: 1.159 G_ID: 0.119 G_Rec: 0.408 D_GP: 0.116 D_real: 1.515 D_fake: 0.335 (epoch: 348, iters: 6030, time: 0.064) G_GAN: 0.015 G_GAN_Feat: 0.883 G_ID: 0.137 G_Rec: 0.438 D_GP: 0.028 D_real: 0.751 D_fake: 0.986 (epoch: 348, iters: 6430, time: 0.064) G_GAN: -0.104 G_GAN_Feat: 0.712 G_ID: 0.109 G_Rec: 0.313 D_GP: 0.032 D_real: 0.757 D_fake: 1.104 (epoch: 348, iters: 6830, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.948 G_ID: 0.125 G_Rec: 0.457 D_GP: 0.041 D_real: 0.940 D_fake: 0.697 (epoch: 348, iters: 7230, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.723 G_ID: 0.112 G_Rec: 0.298 D_GP: 0.041 D_real: 0.983 D_fake: 0.879 (epoch: 348, iters: 7630, time: 0.064) G_GAN: 1.004 G_GAN_Feat: 1.187 G_ID: 0.123 G_Rec: 0.544 D_GP: 0.085 D_real: 1.040 D_fake: 0.166 (epoch: 348, iters: 8030, time: 0.063) G_GAN: 0.400 G_GAN_Feat: 0.778 G_ID: 0.118 G_Rec: 0.339 D_GP: 0.032 D_real: 1.206 D_fake: 0.612 (epoch: 348, iters: 8430, time: 0.063) G_GAN: 0.656 G_GAN_Feat: 1.044 G_ID: 0.123 G_Rec: 0.434 D_GP: 0.054 D_real: 1.004 D_fake: 0.359 (epoch: 349, iters: 222, time: 0.063) G_GAN: 0.096 G_GAN_Feat: 0.956 G_ID: 0.112 G_Rec: 0.367 D_GP: 0.050 D_real: 0.365 D_fake: 0.905 (epoch: 349, iters: 622, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 1.153 G_ID: 0.148 G_Rec: 0.462 D_GP: 0.079 D_real: 0.372 D_fake: 0.650 (epoch: 349, iters: 1022, time: 0.063) G_GAN: 0.572 G_GAN_Feat: 0.951 G_ID: 0.095 G_Rec: 0.328 D_GP: 0.780 D_real: 0.589 D_fake: 0.461 (epoch: 349, iters: 1422, time: 0.063) G_GAN: 0.590 G_GAN_Feat: 1.076 G_ID: 0.127 G_Rec: 0.441 D_GP: 0.071 D_real: 0.633 D_fake: 0.432 (epoch: 349, iters: 1822, time: 0.063) G_GAN: 0.112 G_GAN_Feat: 0.844 G_ID: 0.100 G_Rec: 0.326 D_GP: 0.060 D_real: 0.744 D_fake: 0.889 (epoch: 349, iters: 2222, time: 0.064) G_GAN: 0.800 G_GAN_Feat: 1.086 G_ID: 0.120 G_Rec: 0.399 D_GP: 0.042 D_real: 1.006 D_fake: 0.230 (epoch: 349, iters: 2622, time: 0.063) G_GAN: 0.568 G_GAN_Feat: 1.078 G_ID: 0.115 G_Rec: 0.385 D_GP: 0.063 D_real: 1.012 D_fake: 0.615 (epoch: 349, iters: 3022, time: 0.063) G_GAN: 0.435 G_GAN_Feat: 1.076 G_ID: 0.136 G_Rec: 0.431 D_GP: 0.040 D_real: 0.577 D_fake: 0.568 (epoch: 349, iters: 3422, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.975 G_ID: 0.103 G_Rec: 0.337 D_GP: 0.030 D_real: 0.785 D_fake: 0.609 (epoch: 349, iters: 3822, time: 0.064) G_GAN: 0.916 G_GAN_Feat: 1.068 G_ID: 0.130 G_Rec: 0.415 D_GP: 0.037 D_real: 1.180 D_fake: 0.166 (epoch: 349, iters: 4222, time: 0.063) G_GAN: 0.097 G_GAN_Feat: 1.066 G_ID: 0.117 G_Rec: 0.364 D_GP: 0.325 D_real: 0.259 D_fake: 0.908 (epoch: 349, iters: 4622, time: 0.063) G_GAN: 0.694 G_GAN_Feat: 1.063 G_ID: 0.130 G_Rec: 0.599 D_GP: 0.037 D_real: 1.199 D_fake: 0.326 (epoch: 349, iters: 5022, time: 0.064) G_GAN: -0.028 G_GAN_Feat: 0.792 G_ID: 0.095 G_Rec: 0.303 D_GP: 0.061 D_real: 0.716 D_fake: 1.029 (epoch: 349, iters: 5422, time: 0.064) G_GAN: 0.589 G_GAN_Feat: 0.971 G_ID: 0.125 G_Rec: 0.477 D_GP: 0.041 D_real: 1.082 D_fake: 0.424 (epoch: 349, iters: 5822, time: 0.063) G_GAN: 0.536 G_GAN_Feat: 0.745 G_ID: 0.102 G_Rec: 0.367 D_GP: 0.040 D_real: 1.371 D_fake: 0.470 (epoch: 349, iters: 6222, time: 0.063) G_GAN: 0.552 G_GAN_Feat: 1.104 G_ID: 0.129 G_Rec: 0.438 D_GP: 0.042 D_real: 0.831 D_fake: 0.457 (epoch: 349, iters: 6622, time: 0.064) G_GAN: 0.250 G_GAN_Feat: 0.677 G_ID: 0.121 G_Rec: 0.327 D_GP: 0.027 D_real: 1.175 D_fake: 0.751 (epoch: 349, iters: 7022, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.862 G_ID: 0.115 G_Rec: 0.384 D_GP: 0.044 D_real: 1.094 D_fake: 0.633 (epoch: 349, iters: 7422, time: 0.063) G_GAN: 0.295 G_GAN_Feat: 0.788 G_ID: 0.127 G_Rec: 0.334 D_GP: 0.080 D_real: 0.967 D_fake: 0.708 (epoch: 349, iters: 7822, time: 0.063) G_GAN: 0.467 G_GAN_Feat: 1.029 G_ID: 0.113 G_Rec: 0.450 D_GP: 0.040 D_real: 1.003 D_fake: 0.546 (epoch: 349, iters: 8222, time: 0.063) G_GAN: 0.126 G_GAN_Feat: 0.795 G_ID: 0.090 G_Rec: 0.313 D_GP: 0.027 D_real: 1.063 D_fake: 0.874 (epoch: 349, iters: 8622, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 1.074 G_ID: 0.146 G_Rec: 0.471 D_GP: 0.094 D_real: 0.657 D_fake: 0.624 (epoch: 350, iters: 414, time: 0.063) G_GAN: 0.203 G_GAN_Feat: 0.933 G_ID: 0.111 G_Rec: 0.323 D_GP: 0.059 D_real: 1.159 D_fake: 0.800 (epoch: 350, iters: 814, time: 0.063) G_GAN: 0.876 G_GAN_Feat: 1.041 G_ID: 0.139 G_Rec: 0.436 D_GP: 0.037 D_real: 1.475 D_fake: 0.194 (epoch: 350, iters: 1214, time: 0.063) G_GAN: 0.002 G_GAN_Feat: 0.795 G_ID: 0.107 G_Rec: 0.310 D_GP: 0.025 D_real: 0.758 D_fake: 0.998 (epoch: 350, iters: 1614, time: 0.064) G_GAN: 0.620 G_GAN_Feat: 1.113 G_ID: 0.110 G_Rec: 0.408 D_GP: 0.068 D_real: 0.417 D_fake: 0.391 (epoch: 350, iters: 2014, time: 0.063) G_GAN: 0.178 G_GAN_Feat: 0.874 G_ID: 0.097 G_Rec: 0.332 D_GP: 0.028 D_real: 0.941 D_fake: 0.822 (epoch: 350, iters: 2414, time: 0.063) G_GAN: 1.007 G_GAN_Feat: 1.268 G_ID: 0.122 G_Rec: 0.507 D_GP: 0.182 D_real: 0.532 D_fake: 0.257 (epoch: 350, iters: 2814, time: 0.063) G_GAN: 0.044 G_GAN_Feat: 0.686 G_ID: 0.103 G_Rec: 0.346 D_GP: 0.025 D_real: 0.956 D_fake: 0.956 (epoch: 350, iters: 3214, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.794 G_ID: 0.133 G_Rec: 0.382 D_GP: 0.026 D_real: 1.222 D_fake: 0.610 (epoch: 350, iters: 3614, time: 0.063) G_GAN: 0.173 G_GAN_Feat: 0.650 G_ID: 0.107 G_Rec: 0.297 D_GP: 0.029 D_real: 1.071 D_fake: 0.828 (epoch: 350, iters: 4014, time: 0.063) G_GAN: -0.070 G_GAN_Feat: 0.874 G_ID: 0.177 G_Rec: 0.411 D_GP: 0.031 D_real: 0.646 D_fake: 1.071 (epoch: 350, iters: 4414, time: 0.063) G_GAN: 0.109 G_GAN_Feat: 0.678 G_ID: 0.096 G_Rec: 0.310 D_GP: 0.030 D_real: 0.964 D_fake: 0.892 (epoch: 350, iters: 4814, time: 0.064) G_GAN: 0.078 G_GAN_Feat: 0.936 G_ID: 0.127 G_Rec: 0.463 D_GP: 0.039 D_real: 0.691 D_fake: 0.923 (epoch: 350, iters: 5214, time: 0.063) G_GAN: 0.205 G_GAN_Feat: 0.703 G_ID: 0.101 G_Rec: 0.301 D_GP: 0.036 D_real: 1.060 D_fake: 0.802 (epoch: 350, iters: 5614, time: 0.063) G_GAN: 0.383 G_GAN_Feat: 0.966 G_ID: 0.128 G_Rec: 0.461 D_GP: 0.049 D_real: 0.814 D_fake: 0.634 (epoch: 350, iters: 6014, time: 0.063) G_GAN: 0.132 G_GAN_Feat: 0.753 G_ID: 0.097 G_Rec: 0.350 D_GP: 0.057 D_real: 0.796 D_fake: 0.868 (epoch: 350, iters: 6414, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.908 G_ID: 0.125 G_Rec: 0.412 D_GP: 0.052 D_real: 0.787 D_fake: 0.679 (epoch: 350, iters: 6814, time: 0.063) G_GAN: -0.100 G_GAN_Feat: 0.685 G_ID: 0.120 G_Rec: 0.301 D_GP: 0.034 D_real: 0.742 D_fake: 1.100 (epoch: 350, iters: 7214, time: 0.063) G_GAN: 0.579 G_GAN_Feat: 1.001 G_ID: 0.138 G_Rec: 0.458 D_GP: 0.082 D_real: 0.844 D_fake: 0.441 (epoch: 350, iters: 7614, time: 0.063) G_GAN: 0.053 G_GAN_Feat: 0.734 G_ID: 0.093 G_Rec: 0.343 D_GP: 0.030 D_real: 1.024 D_fake: 0.950 (epoch: 350, iters: 8014, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 0.997 G_ID: 0.126 G_Rec: 0.441 D_GP: 0.055 D_real: 0.590 D_fake: 0.734 (epoch: 350, iters: 8414, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.793 G_ID: 0.110 G_Rec: 0.356 D_GP: 0.064 D_real: 0.953 D_fake: 0.726 (epoch: 351, iters: 206, time: 0.064) G_GAN: 0.674 G_GAN_Feat: 1.022 G_ID: 0.133 G_Rec: 0.437 D_GP: 0.090 D_real: 0.877 D_fake: 0.376 (epoch: 351, iters: 606, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.811 G_ID: 0.101 G_Rec: 0.313 D_GP: 0.123 D_real: 0.690 D_fake: 0.814 (epoch: 351, iters: 1006, time: 0.064) G_GAN: 0.513 G_GAN_Feat: 1.072 G_ID: 0.134 G_Rec: 0.449 D_GP: 0.062 D_real: 0.933 D_fake: 0.493 (epoch: 351, iters: 1406, time: 0.064) G_GAN: 0.524 G_GAN_Feat: 0.703 G_ID: 0.093 G_Rec: 0.272 D_GP: 0.034 D_real: 1.402 D_fake: 0.488 (epoch: 351, iters: 1806, time: 0.064) G_GAN: 0.604 G_GAN_Feat: 1.152 G_ID: 0.131 G_Rec: 0.464 D_GP: 0.319 D_real: 0.411 D_fake: 0.439 (epoch: 351, iters: 2206, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.853 G_ID: 0.110 G_Rec: 0.322 D_GP: 0.338 D_real: 0.614 D_fake: 0.644 (epoch: 351, iters: 2606, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 1.051 G_ID: 0.120 G_Rec: 0.431 D_GP: 0.066 D_real: 0.847 D_fake: 0.509 (epoch: 351, iters: 3006, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 0.923 G_ID: 0.116 G_Rec: 0.352 D_GP: 0.103 D_real: 0.514 D_fake: 0.609 (epoch: 351, iters: 3406, time: 0.063) G_GAN: 0.568 G_GAN_Feat: 0.983 G_ID: 0.129 G_Rec: 0.456 D_GP: 0.042 D_real: 0.979 D_fake: 0.443 (epoch: 351, iters: 3806, time: 0.063) G_GAN: 0.353 G_GAN_Feat: 0.889 G_ID: 0.106 G_Rec: 0.305 D_GP: 0.049 D_real: 0.624 D_fake: 0.649 (epoch: 351, iters: 4206, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 1.053 G_ID: 0.137 G_Rec: 0.404 D_GP: 0.044 D_real: 0.564 D_fake: 0.763 (epoch: 351, iters: 4606, time: 0.064) G_GAN: 0.484 G_GAN_Feat: 0.749 G_ID: 0.102 G_Rec: 0.319 D_GP: 0.041 D_real: 1.449 D_fake: 0.523 (epoch: 351, iters: 5006, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 1.006 G_ID: 0.143 G_Rec: 0.434 D_GP: 0.080 D_real: 0.634 D_fake: 0.561 (epoch: 351, iters: 5406, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.987 G_ID: 0.114 G_Rec: 0.358 D_GP: 0.356 D_real: 0.402 D_fake: 0.651 (epoch: 351, iters: 5806, time: 0.064) G_GAN: 0.194 G_GAN_Feat: 0.974 G_ID: 0.115 G_Rec: 0.461 D_GP: 0.032 D_real: 0.848 D_fake: 0.807 (epoch: 351, iters: 6206, time: 0.064) G_GAN: 0.046 G_GAN_Feat: 0.652 G_ID: 0.106 G_Rec: 0.313 D_GP: 0.032 D_real: 0.879 D_fake: 0.954 (epoch: 351, iters: 6606, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.983 G_ID: 0.126 G_Rec: 0.466 D_GP: 0.048 D_real: 1.015 D_fake: 0.598 (epoch: 351, iters: 7006, time: 0.063) G_GAN: 0.213 G_GAN_Feat: 0.791 G_ID: 0.100 G_Rec: 0.348 D_GP: 0.080 D_real: 0.799 D_fake: 0.787 (epoch: 351, iters: 7406, time: 0.063) G_GAN: 0.357 G_GAN_Feat: 0.950 G_ID: 0.131 G_Rec: 0.436 D_GP: 0.048 D_real: 0.914 D_fake: 0.660 (epoch: 351, iters: 7806, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.872 G_ID: 0.108 G_Rec: 0.363 D_GP: 0.063 D_real: 0.709 D_fake: 0.833 (epoch: 351, iters: 8206, time: 0.063) G_GAN: 0.594 G_GAN_Feat: 1.010 G_ID: 0.120 G_Rec: 0.490 D_GP: 0.048 D_real: 1.162 D_fake: 0.436 (epoch: 351, iters: 8606, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.739 G_ID: 0.104 G_Rec: 0.331 D_GP: 0.043 D_real: 0.863 D_fake: 0.871 (epoch: 352, iters: 398, time: 0.063) G_GAN: 0.590 G_GAN_Feat: 0.852 G_ID: 0.113 G_Rec: 0.378 D_GP: 0.031 D_real: 1.353 D_fake: 0.442 (epoch: 352, iters: 798, time: 0.063) G_GAN: 0.011 G_GAN_Feat: 0.805 G_ID: 0.097 G_Rec: 0.338 D_GP: 0.037 D_real: 0.797 D_fake: 0.989 (epoch: 352, iters: 1198, time: 0.063) G_GAN: 0.370 G_GAN_Feat: 0.992 G_ID: 0.132 G_Rec: 0.453 D_GP: 0.045 D_real: 0.720 D_fake: 0.641 (epoch: 352, iters: 1598, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.850 G_ID: 0.105 G_Rec: 0.319 D_GP: 0.161 D_real: 0.482 D_fake: 0.783 (epoch: 352, iters: 1998, time: 0.063) G_GAN: 0.700 G_GAN_Feat: 1.200 G_ID: 0.112 G_Rec: 0.445 D_GP: 0.089 D_real: 0.561 D_fake: 0.329 (epoch: 352, iters: 2398, time: 0.063) G_GAN: 0.284 G_GAN_Feat: 0.721 G_ID: 0.092 G_Rec: 0.283 D_GP: 0.031 D_real: 1.123 D_fake: 0.716 (epoch: 352, iters: 2798, time: 0.063) G_GAN: 0.577 G_GAN_Feat: 0.984 G_ID: 0.121 G_Rec: 0.423 D_GP: 0.036 D_real: 1.187 D_fake: 0.430 (epoch: 352, iters: 3198, time: 0.064) G_GAN: 0.512 G_GAN_Feat: 0.928 G_ID: 0.105 G_Rec: 0.331 D_GP: 0.044 D_real: 1.014 D_fake: 0.489 (epoch: 352, iters: 3598, time: 0.064) G_GAN: 0.583 G_GAN_Feat: 1.057 G_ID: 0.112 G_Rec: 0.426 D_GP: 0.040 D_real: 1.040 D_fake: 0.435 (epoch: 352, iters: 3998, time: 0.064) G_GAN: -0.089 G_GAN_Feat: 0.886 G_ID: 0.102 G_Rec: 0.373 D_GP: 0.156 D_real: 0.558 D_fake: 1.090 (epoch: 352, iters: 4398, time: 0.064) G_GAN: 0.268 G_GAN_Feat: 0.944 G_ID: 0.120 G_Rec: 0.424 D_GP: 0.032 D_real: 0.911 D_fake: 0.733 (epoch: 352, iters: 4798, time: 0.064) G_GAN: -0.094 G_GAN_Feat: 0.710 G_ID: 0.115 G_Rec: 0.299 D_GP: 0.032 D_real: 0.875 D_fake: 1.094 (epoch: 352, iters: 5198, time: 0.064) G_GAN: 0.549 G_GAN_Feat: 1.031 G_ID: 0.126 G_Rec: 0.420 D_GP: 0.044 D_real: 0.980 D_fake: 0.461 (epoch: 352, iters: 5598, time: 0.064) G_GAN: 0.384 G_GAN_Feat: 0.902 G_ID: 0.119 G_Rec: 0.319 D_GP: 0.037 D_real: 0.874 D_fake: 0.629 (epoch: 352, iters: 5998, time: 0.064) G_GAN: 0.673 G_GAN_Feat: 1.119 G_ID: 0.113 G_Rec: 0.429 D_GP: 0.064 D_real: 0.576 D_fake: 0.352 (epoch: 352, iters: 6398, time: 0.064) G_GAN: 0.040 G_GAN_Feat: 0.681 G_ID: 0.103 G_Rec: 0.299 D_GP: 0.027 D_real: 0.967 D_fake: 0.960 (epoch: 352, iters: 6798, time: 0.064) G_GAN: 0.661 G_GAN_Feat: 1.068 G_ID: 0.112 G_Rec: 0.454 D_GP: 0.039 D_real: 1.037 D_fake: 0.368 (epoch: 352, iters: 7198, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.828 G_ID: 0.122 G_Rec: 0.320 D_GP: 0.036 D_real: 0.806 D_fake: 0.897 (epoch: 352, iters: 7598, time: 0.064) G_GAN: 0.588 G_GAN_Feat: 1.122 G_ID: 0.128 G_Rec: 0.467 D_GP: 0.053 D_real: 0.980 D_fake: 0.449 (epoch: 352, iters: 7998, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.899 G_ID: 0.129 G_Rec: 0.327 D_GP: 0.322 D_real: 0.703 D_fake: 0.838 (epoch: 352, iters: 8398, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.954 G_ID: 0.125 G_Rec: 0.393 D_GP: 0.053 D_real: 1.097 D_fake: 0.498 (epoch: 353, iters: 190, time: 0.064) G_GAN: 0.053 G_GAN_Feat: 0.761 G_ID: 0.123 G_Rec: 0.327 D_GP: 0.028 D_real: 0.987 D_fake: 0.947 (epoch: 353, iters: 590, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 0.948 G_ID: 0.121 G_Rec: 0.437 D_GP: 0.035 D_real: 1.053 D_fake: 0.565 (epoch: 353, iters: 990, time: 0.064) G_GAN: 0.380 G_GAN_Feat: 0.761 G_ID: 0.097 G_Rec: 0.307 D_GP: 0.032 D_real: 1.239 D_fake: 0.621 (epoch: 353, iters: 1390, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.877 G_ID: 0.130 G_Rec: 0.440 D_GP: 0.032 D_real: 1.200 D_fake: 0.628 (epoch: 353, iters: 1790, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.716 G_ID: 0.104 G_Rec: 0.295 D_GP: 0.031 D_real: 1.149 D_fake: 0.766 (epoch: 353, iters: 2190, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.894 G_ID: 0.138 G_Rec: 0.408 D_GP: 0.035 D_real: 0.967 D_fake: 0.552 (epoch: 353, iters: 2590, time: 0.064) G_GAN: 0.081 G_GAN_Feat: 0.754 G_ID: 0.114 G_Rec: 0.372 D_GP: 0.030 D_real: 0.968 D_fake: 0.919 (epoch: 353, iters: 2990, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 1.039 G_ID: 0.130 G_Rec: 0.439 D_GP: 0.044 D_real: 0.722 D_fake: 0.636 (epoch: 353, iters: 3390, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.970 G_ID: 0.100 G_Rec: 0.345 D_GP: 0.185 D_real: 0.327 D_fake: 0.692 (epoch: 353, iters: 3790, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 1.251 G_ID: 0.146 G_Rec: 0.461 D_GP: 0.065 D_real: 0.202 D_fake: 0.691 (epoch: 353, iters: 4190, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.741 G_ID: 0.084 G_Rec: 0.341 D_GP: 0.030 D_real: 1.238 D_fake: 0.736 (epoch: 353, iters: 4590, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.884 G_ID: 0.134 G_Rec: 0.440 D_GP: 0.031 D_real: 1.074 D_fake: 0.664 (epoch: 353, iters: 4990, time: 0.064) G_GAN: 0.014 G_GAN_Feat: 0.656 G_ID: 0.109 G_Rec: 0.303 D_GP: 0.029 D_real: 0.903 D_fake: 0.987 (epoch: 353, iters: 5390, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.840 G_ID: 0.119 G_Rec: 0.388 D_GP: 0.034 D_real: 0.958 D_fake: 0.663 (epoch: 353, iters: 5790, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.565 G_ID: 0.081 G_Rec: 0.269 D_GP: 0.028 D_real: 1.081 D_fake: 0.908 (epoch: 353, iters: 6190, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.801 G_ID: 0.132 G_Rec: 0.380 D_GP: 0.035 D_real: 1.142 D_fake: 0.596 (epoch: 353, iters: 6590, time: 0.064) G_GAN: -0.069 G_GAN_Feat: 0.719 G_ID: 0.099 G_Rec: 0.366 D_GP: 0.045 D_real: 0.805 D_fake: 1.069 (epoch: 353, iters: 6990, time: 0.064) G_GAN: -0.044 G_GAN_Feat: 0.840 G_ID: 0.129 G_Rec: 0.405 D_GP: 0.039 D_real: 0.591 D_fake: 1.044 (epoch: 353, iters: 7390, time: 0.064) G_GAN: -0.122 G_GAN_Feat: 0.687 G_ID: 0.110 G_Rec: 0.321 D_GP: 0.039 D_real: 0.709 D_fake: 1.122 (epoch: 353, iters: 7790, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 0.943 G_ID: 0.121 G_Rec: 0.493 D_GP: 0.042 D_real: 1.152 D_fake: 0.546 (epoch: 353, iters: 8190, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.677 G_ID: 0.106 G_Rec: 0.314 D_GP: 0.048 D_real: 0.854 D_fake: 0.907 (epoch: 353, iters: 8590, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.896 G_ID: 0.130 G_Rec: 0.415 D_GP: 0.060 D_real: 0.749 D_fake: 0.845 (epoch: 354, iters: 382, time: 0.064) G_GAN: -0.078 G_GAN_Feat: 0.752 G_ID: 0.123 G_Rec: 0.339 D_GP: 0.052 D_real: 0.759 D_fake: 1.079 (epoch: 354, iters: 782, time: 0.064) G_GAN: -0.084 G_GAN_Feat: 1.019 G_ID: 0.131 G_Rec: 0.483 D_GP: 0.052 D_real: 0.392 D_fake: 1.084 (epoch: 354, iters: 1182, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.687 G_ID: 0.086 G_Rec: 0.314 D_GP: 0.074 D_real: 0.805 D_fake: 0.907 (epoch: 354, iters: 1582, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.878 G_ID: 0.131 G_Rec: 0.403 D_GP: 0.040 D_real: 1.055 D_fake: 0.581 (epoch: 354, iters: 1982, time: 0.064) G_GAN: 0.209 G_GAN_Feat: 0.679 G_ID: 0.099 G_Rec: 0.286 D_GP: 0.045 D_real: 1.021 D_fake: 0.794 (epoch: 354, iters: 2382, time: 0.064) G_GAN: 0.201 G_GAN_Feat: 0.916 G_ID: 0.131 G_Rec: 0.425 D_GP: 0.064 D_real: 0.724 D_fake: 0.799 (epoch: 354, iters: 2782, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.785 G_ID: 0.102 G_Rec: 0.343 D_GP: 0.050 D_real: 0.763 D_fake: 0.923 (epoch: 354, iters: 3182, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.901 G_ID: 0.118 G_Rec: 0.440 D_GP: 0.042 D_real: 0.914 D_fake: 0.715 (epoch: 354, iters: 3582, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.812 G_ID: 0.109 G_Rec: 0.333 D_GP: 0.061 D_real: 0.823 D_fake: 0.841 (epoch: 354, iters: 3982, time: 0.064) G_GAN: 0.057 G_GAN_Feat: 0.955 G_ID: 0.129 G_Rec: 0.426 D_GP: 0.047 D_real: 0.730 D_fake: 0.943 (epoch: 354, iters: 4382, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.869 G_ID: 0.102 G_Rec: 0.341 D_GP: 0.089 D_real: 1.064 D_fake: 0.720 (epoch: 354, iters: 4782, time: 0.064) G_GAN: 0.499 G_GAN_Feat: 1.049 G_ID: 0.127 G_Rec: 0.462 D_GP: 0.427 D_real: 0.629 D_fake: 0.511 (epoch: 354, iters: 5182, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.888 G_ID: 0.101 G_Rec: 0.351 D_GP: 0.087 D_real: 0.514 D_fake: 0.879 (epoch: 354, iters: 5582, time: 0.064) G_GAN: 0.627 G_GAN_Feat: 0.963 G_ID: 0.115 G_Rec: 0.432 D_GP: 0.066 D_real: 1.143 D_fake: 0.395 (epoch: 354, iters: 5982, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.824 G_ID: 0.113 G_Rec: 0.326 D_GP: 0.095 D_real: 0.520 D_fake: 0.919 (epoch: 354, iters: 6382, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.904 G_ID: 0.113 G_Rec: 0.425 D_GP: 0.041 D_real: 1.068 D_fake: 0.601 (epoch: 354, iters: 6782, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.758 G_ID: 0.104 G_Rec: 0.319 D_GP: 0.045 D_real: 0.910 D_fake: 0.893 (epoch: 354, iters: 7182, time: 0.064) G_GAN: 0.733 G_GAN_Feat: 0.912 G_ID: 0.118 G_Rec: 0.433 D_GP: 0.032 D_real: 1.412 D_fake: 0.318 (epoch: 354, iters: 7582, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.801 G_ID: 0.109 G_Rec: 0.402 D_GP: 0.041 D_real: 0.934 D_fake: 0.644 (epoch: 354, iters: 7982, time: 0.063) G_GAN: 0.196 G_GAN_Feat: 1.052 G_ID: 0.140 G_Rec: 0.454 D_GP: 0.157 D_real: 0.269 D_fake: 0.814 (epoch: 354, iters: 8382, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.855 G_ID: 0.107 G_Rec: 0.318 D_GP: 0.064 D_real: 0.526 D_fake: 0.862 (epoch: 355, iters: 174, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 1.020 G_ID: 0.115 G_Rec: 0.431 D_GP: 0.040 D_real: 0.749 D_fake: 0.547 (epoch: 355, iters: 574, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.894 G_ID: 0.115 G_Rec: 0.364 D_GP: 0.083 D_real: 0.536 D_fake: 0.882 (epoch: 355, iters: 974, time: 0.064) G_GAN: 0.604 G_GAN_Feat: 0.922 G_ID: 0.114 G_Rec: 0.399 D_GP: 0.035 D_real: 1.320 D_fake: 0.464 (epoch: 355, iters: 1374, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.777 G_ID: 0.104 G_Rec: 0.349 D_GP: 0.033 D_real: 0.984 D_fake: 0.765 (epoch: 355, iters: 1774, time: 0.064) G_GAN: 0.476 G_GAN_Feat: 0.936 G_ID: 0.115 G_Rec: 0.420 D_GP: 0.037 D_real: 1.120 D_fake: 0.525 (epoch: 355, iters: 2174, time: 0.063) G_GAN: 0.548 G_GAN_Feat: 0.835 G_ID: 0.092 G_Rec: 0.326 D_GP: 0.044 D_real: 1.094 D_fake: 0.481 (epoch: 355, iters: 2574, time: 0.064) G_GAN: 0.627 G_GAN_Feat: 0.888 G_ID: 0.118 G_Rec: 0.417 D_GP: 0.027 D_real: 1.321 D_fake: 0.387 (epoch: 355, iters: 2974, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.729 G_ID: 0.093 G_Rec: 0.287 D_GP: 0.038 D_real: 0.968 D_fake: 0.866 (epoch: 355, iters: 3374, time: 0.064) G_GAN: 0.782 G_GAN_Feat: 0.875 G_ID: 0.111 G_Rec: 0.372 D_GP: 0.046 D_real: 1.342 D_fake: 0.286 (epoch: 355, iters: 3774, time: 0.064) G_GAN: 0.702 G_GAN_Feat: 0.899 G_ID: 0.090 G_Rec: 0.304 D_GP: 0.039 D_real: 1.479 D_fake: 0.356 (epoch: 355, iters: 4174, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 1.080 G_ID: 0.117 G_Rec: 0.487 D_GP: 0.047 D_real: 0.728 D_fake: 0.705 (epoch: 355, iters: 4574, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.823 G_ID: 0.096 G_Rec: 0.340 D_GP: 0.049 D_real: 0.924 D_fake: 0.704 (epoch: 355, iters: 4974, time: 0.063) G_GAN: 0.400 G_GAN_Feat: 0.919 G_ID: 0.142 G_Rec: 0.444 D_GP: 0.034 D_real: 1.013 D_fake: 0.600 (epoch: 355, iters: 5374, time: 0.063) G_GAN: 0.327 G_GAN_Feat: 0.751 G_ID: 0.084 G_Rec: 0.359 D_GP: 0.029 D_real: 1.102 D_fake: 0.673 (epoch: 355, iters: 5774, time: 0.064) G_GAN: 1.076 G_GAN_Feat: 1.116 G_ID: 0.107 G_Rec: 0.439 D_GP: 0.064 D_real: 1.194 D_fake: 0.163 (epoch: 355, iters: 6174, time: 0.064) G_GAN: 0.573 G_GAN_Feat: 0.803 G_ID: 0.120 G_Rec: 0.341 D_GP: 0.032 D_real: 1.384 D_fake: 0.446 (epoch: 355, iters: 6574, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 1.060 G_ID: 0.130 G_Rec: 0.497 D_GP: 0.042 D_real: 0.945 D_fake: 0.525 (epoch: 355, iters: 6974, time: 0.064) G_GAN: 0.520 G_GAN_Feat: 0.895 G_ID: 0.108 G_Rec: 0.354 D_GP: 0.061 D_real: 1.020 D_fake: 0.544 (epoch: 355, iters: 7374, time: 0.064) G_GAN: 0.686 G_GAN_Feat: 1.369 G_ID: 0.125 G_Rec: 0.501 D_GP: 0.126 D_real: 1.111 D_fake: 0.403 (epoch: 355, iters: 7774, time: 0.064) G_GAN: -0.080 G_GAN_Feat: 0.691 G_ID: 0.128 G_Rec: 0.331 D_GP: 0.027 D_real: 0.827 D_fake: 1.080 (epoch: 355, iters: 8174, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 1.034 G_ID: 0.145 G_Rec: 0.486 D_GP: 0.037 D_real: 0.767 D_fake: 0.778 (epoch: 355, iters: 8574, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.724 G_ID: 0.101 G_Rec: 0.349 D_GP: 0.064 D_real: 0.955 D_fake: 0.808 (epoch: 356, iters: 366, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.930 G_ID: 0.141 G_Rec: 0.465 D_GP: 0.043 D_real: 0.840 D_fake: 0.670 (epoch: 356, iters: 766, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.775 G_ID: 0.127 G_Rec: 0.317 D_GP: 0.033 D_real: 1.151 D_fake: 0.756 (epoch: 356, iters: 1166, time: 0.064) G_GAN: 0.595 G_GAN_Feat: 1.021 G_ID: 0.124 G_Rec: 0.406 D_GP: 0.073 D_real: 0.691 D_fake: 0.421 (epoch: 356, iters: 1566, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.910 G_ID: 0.117 G_Rec: 0.318 D_GP: 0.057 D_real: 0.500 D_fake: 0.564 (epoch: 356, iters: 1966, time: 0.064) G_GAN: 0.751 G_GAN_Feat: 0.939 G_ID: 0.124 G_Rec: 0.432 D_GP: 0.033 D_real: 1.369 D_fake: 0.316 (epoch: 356, iters: 2366, time: 0.064) G_GAN: 0.006 G_GAN_Feat: 0.723 G_ID: 0.099 G_Rec: 0.316 D_GP: 0.029 D_real: 0.997 D_fake: 0.994 (epoch: 356, iters: 2766, time: 0.064) G_GAN: 0.496 G_GAN_Feat: 0.977 G_ID: 0.130 G_Rec: 0.449 D_GP: 0.037 D_real: 0.990 D_fake: 0.546 (epoch: 356, iters: 3166, time: 0.064) G_GAN: 0.027 G_GAN_Feat: 0.853 G_ID: 0.099 G_Rec: 0.360 D_GP: 0.077 D_real: 0.673 D_fake: 0.975 (epoch: 356, iters: 3566, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.975 G_ID: 0.119 G_Rec: 0.433 D_GP: 0.056 D_real: 0.682 D_fake: 0.754 (epoch: 356, iters: 3966, time: 0.064) G_GAN: 0.147 G_GAN_Feat: 0.693 G_ID: 0.112 G_Rec: 0.293 D_GP: 0.039 D_real: 1.032 D_fake: 0.853 (epoch: 356, iters: 4366, time: 0.064) G_GAN: 0.636 G_GAN_Feat: 1.074 G_ID: 0.135 G_Rec: 0.500 D_GP: 0.071 D_real: 0.858 D_fake: 0.389 (epoch: 356, iters: 4766, time: 0.064) G_GAN: 0.567 G_GAN_Feat: 0.973 G_ID: 0.125 G_Rec: 0.340 D_GP: 0.628 D_real: 0.482 D_fake: 0.486 (epoch: 356, iters: 5166, time: 0.064) G_GAN: 0.874 G_GAN_Feat: 1.138 G_ID: 0.118 G_Rec: 0.448 D_GP: 0.137 D_real: 0.637 D_fake: 0.242 (epoch: 356, iters: 5566, time: 0.064) G_GAN: -0.077 G_GAN_Feat: 0.819 G_ID: 0.117 G_Rec: 0.314 D_GP: 0.039 D_real: 0.682 D_fake: 1.077 (epoch: 356, iters: 5966, time: 0.064) G_GAN: 0.430 G_GAN_Feat: 0.986 G_ID: 0.151 G_Rec: 0.440 D_GP: 0.034 D_real: 1.162 D_fake: 0.575 (epoch: 356, iters: 6366, time: 0.064) G_GAN: -0.030 G_GAN_Feat: 0.676 G_ID: 0.135 G_Rec: 0.299 D_GP: 0.030 D_real: 0.837 D_fake: 1.030 (epoch: 356, iters: 6766, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.931 G_ID: 0.133 G_Rec: 0.426 D_GP: 0.033 D_real: 0.930 D_fake: 0.711 (epoch: 356, iters: 7166, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.771 G_ID: 0.091 G_Rec: 0.328 D_GP: 0.129 D_real: 0.941 D_fake: 0.742 (epoch: 356, iters: 7566, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.997 G_ID: 0.143 G_Rec: 0.449 D_GP: 0.267 D_real: 0.515 D_fake: 0.760 (epoch: 356, iters: 7966, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.782 G_ID: 0.095 G_Rec: 0.346 D_GP: 0.030 D_real: 0.940 D_fake: 0.793 (epoch: 356, iters: 8366, time: 0.064) G_GAN: 0.654 G_GAN_Feat: 0.956 G_ID: 0.124 G_Rec: 0.412 D_GP: 0.039 D_real: 1.110 D_fake: 0.365 (epoch: 357, iters: 158, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.669 G_ID: 0.104 G_Rec: 0.303 D_GP: 0.026 D_real: 1.118 D_fake: 0.874 (epoch: 357, iters: 558, time: 0.064) G_GAN: 0.243 G_GAN_Feat: 0.891 G_ID: 0.138 G_Rec: 0.440 D_GP: 0.036 D_real: 0.957 D_fake: 0.760 (epoch: 357, iters: 958, time: 0.064) G_GAN: -0.155 G_GAN_Feat: 0.710 G_ID: 0.111 G_Rec: 0.310 D_GP: 0.049 D_real: 0.617 D_fake: 1.155 (epoch: 357, iters: 1358, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 0.967 G_ID: 0.131 G_Rec: 0.449 D_GP: 0.053 D_real: 0.527 D_fake: 0.922 (epoch: 357, iters: 1758, time: 0.064) G_GAN: -0.001 G_GAN_Feat: 0.799 G_ID: 0.107 G_Rec: 0.331 D_GP: 0.046 D_real: 0.721 D_fake: 1.001 (epoch: 357, iters: 2158, time: 0.064) G_GAN: 0.797 G_GAN_Feat: 0.924 G_ID: 0.111 G_Rec: 0.426 D_GP: 0.035 D_real: 1.349 D_fake: 0.349 (epoch: 357, iters: 2558, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.819 G_ID: 0.098 G_Rec: 0.332 D_GP: 0.067 D_real: 1.027 D_fake: 0.741 (epoch: 357, iters: 2958, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 1.086 G_ID: 0.113 G_Rec: 0.450 D_GP: 0.178 D_real: 0.455 D_fake: 0.681 (epoch: 357, iters: 3358, time: 0.064) G_GAN: -0.191 G_GAN_Feat: 0.898 G_ID: 0.112 G_Rec: 0.335 D_GP: 0.292 D_real: 0.262 D_fake: 1.191 (epoch: 357, iters: 3758, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.995 G_ID: 0.142 G_Rec: 0.471 D_GP: 0.033 D_real: 0.798 D_fake: 0.725 (epoch: 357, iters: 4158, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.804 G_ID: 0.095 G_Rec: 0.372 D_GP: 0.083 D_real: 0.661 D_fake: 0.915 (epoch: 357, iters: 4558, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.984 G_ID: 0.134 G_Rec: 0.388 D_GP: 0.044 D_real: 0.735 D_fake: 0.889 (epoch: 357, iters: 4958, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.973 G_ID: 0.100 G_Rec: 0.359 D_GP: 0.098 D_real: 0.627 D_fake: 0.560 (epoch: 357, iters: 5358, time: 0.064) G_GAN: 0.657 G_GAN_Feat: 0.933 G_ID: 0.121 G_Rec: 0.380 D_GP: 0.036 D_real: 1.303 D_fake: 0.371 (epoch: 357, iters: 5758, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.819 G_ID: 0.131 G_Rec: 0.328 D_GP: 0.051 D_real: 1.174 D_fake: 0.632 (epoch: 357, iters: 6158, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.950 G_ID: 0.114 G_Rec: 0.456 D_GP: 0.034 D_real: 1.010 D_fake: 0.555 (epoch: 357, iters: 6558, time: 0.063) G_GAN: 0.419 G_GAN_Feat: 0.753 G_ID: 0.093 G_Rec: 0.311 D_GP: 0.033 D_real: 1.235 D_fake: 0.589 (epoch: 357, iters: 6958, time: 0.063) G_GAN: 0.365 G_GAN_Feat: 0.952 G_ID: 0.103 G_Rec: 0.430 D_GP: 0.035 D_real: 1.049 D_fake: 0.636 (epoch: 357, iters: 7358, time: 0.063) G_GAN: 0.137 G_GAN_Feat: 0.842 G_ID: 0.089 G_Rec: 0.303 D_GP: 0.028 D_real: 0.846 D_fake: 0.863 (epoch: 357, iters: 7758, time: 0.064) G_GAN: 0.694 G_GAN_Feat: 0.974 G_ID: 0.114 G_Rec: 0.474 D_GP: 0.030 D_real: 1.328 D_fake: 0.344 (epoch: 357, iters: 8158, time: 0.063) G_GAN: 0.130 G_GAN_Feat: 0.815 G_ID: 0.093 G_Rec: 0.347 D_GP: 0.049 D_real: 0.842 D_fake: 0.872 (epoch: 357, iters: 8558, time: 0.063) G_GAN: 0.442 G_GAN_Feat: 1.233 G_ID: 0.125 G_Rec: 0.512 D_GP: 0.220 D_real: 0.406 D_fake: 0.570 (epoch: 358, iters: 350, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.826 G_ID: 0.094 G_Rec: 0.304 D_GP: 0.045 D_real: 0.951 D_fake: 0.638 (epoch: 358, iters: 750, time: 0.064) G_GAN: 0.651 G_GAN_Feat: 1.036 G_ID: 0.137 G_Rec: 0.399 D_GP: 0.045 D_real: 0.954 D_fake: 0.377 (epoch: 358, iters: 1150, time: 0.064) G_GAN: 0.099 G_GAN_Feat: 0.837 G_ID: 0.091 G_Rec: 0.332 D_GP: 0.040 D_real: 0.849 D_fake: 0.901 (epoch: 358, iters: 1550, time: 0.063) G_GAN: 0.453 G_GAN_Feat: 0.894 G_ID: 0.148 G_Rec: 0.437 D_GP: 0.030 D_real: 1.066 D_fake: 0.551 (epoch: 358, iters: 1950, time: 0.063) G_GAN: 0.186 G_GAN_Feat: 0.902 G_ID: 0.109 G_Rec: 0.321 D_GP: 0.099 D_real: 0.385 D_fake: 0.830 (epoch: 358, iters: 2350, time: 0.064) G_GAN: -0.043 G_GAN_Feat: 1.263 G_ID: 0.139 G_Rec: 0.490 D_GP: 0.124 D_real: 0.712 D_fake: 1.044 (epoch: 358, iters: 2750, time: 0.063) G_GAN: 0.125 G_GAN_Feat: 0.720 G_ID: 0.140 G_Rec: 0.307 D_GP: 0.030 D_real: 0.956 D_fake: 0.875 (epoch: 358, iters: 3150, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.933 G_ID: 0.149 G_Rec: 0.440 D_GP: 0.030 D_real: 1.101 D_fake: 0.620 (epoch: 358, iters: 3550, time: 0.063) G_GAN: 0.285 G_GAN_Feat: 0.835 G_ID: 0.103 G_Rec: 0.340 D_GP: 0.052 D_real: 0.777 D_fake: 0.723 (epoch: 358, iters: 3950, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.890 G_ID: 0.124 G_Rec: 0.384 D_GP: 0.039 D_real: 1.159 D_fake: 0.542 (epoch: 358, iters: 4350, time: 0.063) G_GAN: 0.437 G_GAN_Feat: 0.636 G_ID: 0.091 G_Rec: 0.270 D_GP: 0.029 D_real: 1.364 D_fake: 0.564 (epoch: 358, iters: 4750, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 0.946 G_ID: 0.131 G_Rec: 0.423 D_GP: 0.035 D_real: 0.938 D_fake: 0.533 (epoch: 358, iters: 5150, time: 0.063) G_GAN: 0.074 G_GAN_Feat: 0.768 G_ID: 0.092 G_Rec: 0.319 D_GP: 0.050 D_real: 0.695 D_fake: 0.926 (epoch: 358, iters: 5550, time: 0.064) G_GAN: 0.600 G_GAN_Feat: 1.044 G_ID: 0.124 G_Rec: 0.473 D_GP: 0.064 D_real: 1.018 D_fake: 0.460 (epoch: 358, iters: 5950, time: 0.063) G_GAN: 0.438 G_GAN_Feat: 0.775 G_ID: 0.102 G_Rec: 0.340 D_GP: 0.055 D_real: 1.218 D_fake: 0.568 (epoch: 358, iters: 6350, time: 0.063) G_GAN: 0.585 G_GAN_Feat: 1.227 G_ID: 0.122 G_Rec: 0.446 D_GP: 0.178 D_real: 0.519 D_fake: 0.437 (epoch: 358, iters: 6750, time: 0.063) G_GAN: 0.333 G_GAN_Feat: 0.869 G_ID: 0.114 G_Rec: 0.330 D_GP: 0.043 D_real: 0.894 D_fake: 0.668 (epoch: 358, iters: 7150, time: 0.064) G_GAN: 0.841 G_GAN_Feat: 1.128 G_ID: 0.130 G_Rec: 0.405 D_GP: 0.412 D_real: 0.743 D_fake: 0.202 (epoch: 358, iters: 7550, time: 0.063) G_GAN: 0.307 G_GAN_Feat: 0.800 G_ID: 0.102 G_Rec: 0.332 D_GP: 0.034 D_real: 1.208 D_fake: 0.700 (epoch: 358, iters: 7950, time: 0.063) G_GAN: 0.435 G_GAN_Feat: 1.150 G_ID: 0.131 G_Rec: 0.455 D_GP: 0.165 D_real: 0.302 D_fake: 0.575 (epoch: 358, iters: 8350, time: 0.063) G_GAN: 0.039 G_GAN_Feat: 0.663 G_ID: 0.102 G_Rec: 0.321 D_GP: 0.028 D_real: 0.952 D_fake: 0.961 (epoch: 359, iters: 142, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.947 G_ID: 0.116 G_Rec: 0.436 D_GP: 0.035 D_real: 1.080 D_fake: 0.654 (epoch: 359, iters: 542, time: 0.063) G_GAN: 0.088 G_GAN_Feat: 0.643 G_ID: 0.092 G_Rec: 0.314 D_GP: 0.028 D_real: 0.993 D_fake: 0.912 (epoch: 359, iters: 942, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 0.850 G_ID: 0.123 G_Rec: 0.386 D_GP: 0.032 D_real: 1.042 D_fake: 0.686 (epoch: 359, iters: 1342, time: 0.063) G_GAN: 0.090 G_GAN_Feat: 0.645 G_ID: 0.101 G_Rec: 0.298 D_GP: 0.029 D_real: 1.045 D_fake: 0.910 (epoch: 359, iters: 1742, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.874 G_ID: 0.138 G_Rec: 0.402 D_GP: 0.044 D_real: 0.930 D_fake: 0.676 (epoch: 359, iters: 2142, time: 0.063) G_GAN: 0.308 G_GAN_Feat: 0.705 G_ID: 0.098 G_Rec: 0.286 D_GP: 0.040 D_real: 1.116 D_fake: 0.694 (epoch: 359, iters: 2542, time: 0.063) G_GAN: 0.518 G_GAN_Feat: 1.013 G_ID: 0.107 G_Rec: 0.474 D_GP: 0.064 D_real: 1.022 D_fake: 0.530 (epoch: 359, iters: 2942, time: 0.063) G_GAN: 0.290 G_GAN_Feat: 0.721 G_ID: 0.122 G_Rec: 0.325 D_GP: 0.030 D_real: 1.142 D_fake: 0.710 (epoch: 359, iters: 3342, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 1.005 G_ID: 0.109 G_Rec: 0.478 D_GP: 0.042 D_real: 1.121 D_fake: 0.492 (epoch: 359, iters: 3742, time: 0.063) G_GAN: 0.160 G_GAN_Feat: 0.654 G_ID: 0.097 G_Rec: 0.294 D_GP: 0.029 D_real: 1.006 D_fake: 0.840 (epoch: 359, iters: 4142, time: 0.063) G_GAN: 0.237 G_GAN_Feat: 0.920 G_ID: 0.136 G_Rec: 0.434 D_GP: 0.044 D_real: 0.860 D_fake: 0.764 (epoch: 359, iters: 4542, time: 0.063) G_GAN: 0.307 G_GAN_Feat: 0.728 G_ID: 0.104 G_Rec: 0.299 D_GP: 0.034 D_real: 1.081 D_fake: 0.694 (epoch: 359, iters: 4942, time: 0.064) G_GAN: 0.604 G_GAN_Feat: 1.026 G_ID: 0.128 G_Rec: 0.464 D_GP: 0.060 D_real: 1.031 D_fake: 0.407 (epoch: 359, iters: 5342, time: 0.063) G_GAN: 0.188 G_GAN_Feat: 0.752 G_ID: 0.101 G_Rec: 0.308 D_GP: 0.037 D_real: 0.986 D_fake: 0.812 (epoch: 359, iters: 5742, time: 0.063) G_GAN: 0.011 G_GAN_Feat: 1.137 G_ID: 0.123 G_Rec: 0.469 D_GP: 0.041 D_real: 0.471 D_fake: 0.989 (epoch: 359, iters: 6142, time: 0.063) G_GAN: 0.192 G_GAN_Feat: 0.876 G_ID: 0.108 G_Rec: 0.340 D_GP: 0.151 D_real: 0.493 D_fake: 0.808 (epoch: 359, iters: 6542, time: 0.064) G_GAN: 0.712 G_GAN_Feat: 0.903 G_ID: 0.133 G_Rec: 0.448 D_GP: 0.032 D_real: 1.365 D_fake: 0.303 (epoch: 359, iters: 6942, time: 0.063) G_GAN: 0.232 G_GAN_Feat: 0.751 G_ID: 0.121 G_Rec: 0.300 D_GP: 0.038 D_real: 1.101 D_fake: 0.769 (epoch: 359, iters: 7342, time: 0.063) G_GAN: 0.180 G_GAN_Feat: 0.987 G_ID: 0.140 G_Rec: 0.454 D_GP: 0.029 D_real: 0.816 D_fake: 0.821 (epoch: 359, iters: 7742, time: 0.063) G_GAN: -0.106 G_GAN_Feat: 0.741 G_ID: 0.107 G_Rec: 0.326 D_GP: 0.029 D_real: 0.783 D_fake: 1.106 (epoch: 359, iters: 8142, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.936 G_ID: 0.104 G_Rec: 0.432 D_GP: 0.030 D_real: 0.931 D_fake: 0.591 (epoch: 359, iters: 8542, time: 0.063) G_GAN: 0.102 G_GAN_Feat: 0.791 G_ID: 0.090 G_Rec: 0.335 D_GP: 0.058 D_real: 0.792 D_fake: 0.899 (epoch: 360, iters: 334, time: 0.063) G_GAN: 0.321 G_GAN_Feat: 0.936 G_ID: 0.134 G_Rec: 0.420 D_GP: 0.036 D_real: 0.981 D_fake: 0.679 (epoch: 360, iters: 734, time: 0.063) G_GAN: 0.270 G_GAN_Feat: 0.736 G_ID: 0.091 G_Rec: 0.314 D_GP: 0.035 D_real: 1.148 D_fake: 0.731 (epoch: 360, iters: 1134, time: 0.064) G_GAN: 0.738 G_GAN_Feat: 0.923 G_ID: 0.122 G_Rec: 0.511 D_GP: 0.029 D_real: 1.408 D_fake: 0.299 (epoch: 360, iters: 1534, time: 0.063) G_GAN: 0.306 G_GAN_Feat: 0.800 G_ID: 0.104 G_Rec: 0.296 D_GP: 0.060 D_real: 0.792 D_fake: 0.739 (epoch: 360, iters: 1934, time: 0.063) G_GAN: 0.393 G_GAN_Feat: 1.121 G_ID: 0.137 G_Rec: 0.440 D_GP: 0.094 D_real: 0.257 D_fake: 0.616 (epoch: 360, iters: 2334, time: 0.063) G_GAN: 0.285 G_GAN_Feat: 0.762 G_ID: 0.109 G_Rec: 0.304 D_GP: 0.032 D_real: 1.089 D_fake: 0.715 (epoch: 360, iters: 2734, time: 0.064) G_GAN: 0.566 G_GAN_Feat: 1.007 G_ID: 0.121 G_Rec: 0.464 D_GP: 0.034 D_real: 1.033 D_fake: 0.442 (epoch: 360, iters: 3134, time: 0.063) G_GAN: 0.043 G_GAN_Feat: 0.675 G_ID: 0.108 G_Rec: 0.253 D_GP: 0.035 D_real: 1.017 D_fake: 0.957 (epoch: 360, iters: 3534, time: 0.063) G_GAN: 0.385 G_GAN_Feat: 0.889 G_ID: 0.133 G_Rec: 0.417 D_GP: 0.029 D_real: 1.045 D_fake: 0.626 (epoch: 360, iters: 3934, time: 0.063) G_GAN: 0.408 G_GAN_Feat: 0.967 G_ID: 0.118 G_Rec: 0.356 D_GP: 0.101 D_real: 0.394 D_fake: 0.647 (epoch: 360, iters: 4334, time: 0.064) G_GAN: 0.549 G_GAN_Feat: 1.021 G_ID: 0.129 G_Rec: 0.441 D_GP: 0.041 D_real: 0.993 D_fake: 0.466 (epoch: 360, iters: 4734, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 0.722 G_ID: 0.101 G_Rec: 0.310 D_GP: 0.029 D_real: 1.012 D_fake: 0.763 (epoch: 360, iters: 5134, time: 0.063) G_GAN: 0.571 G_GAN_Feat: 0.920 G_ID: 0.119 G_Rec: 0.441 D_GP: 0.029 D_real: 1.321 D_fake: 0.456 (epoch: 360, iters: 5534, time: 0.063) G_GAN: -0.041 G_GAN_Feat: 0.743 G_ID: 0.121 G_Rec: 0.333 D_GP: 0.036 D_real: 0.824 D_fake: 1.041 (epoch: 360, iters: 5934, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.876 G_ID: 0.114 G_Rec: 0.413 D_GP: 0.033 D_real: 1.052 D_fake: 0.596 (epoch: 360, iters: 6334, time: 0.063) G_GAN: 0.144 G_GAN_Feat: 0.718 G_ID: 0.114 G_Rec: 0.330 D_GP: 0.042 D_real: 0.910 D_fake: 0.856 (epoch: 360, iters: 6734, time: 0.063) G_GAN: 0.576 G_GAN_Feat: 0.943 G_ID: 0.134 G_Rec: 0.422 D_GP: 0.033 D_real: 1.098 D_fake: 0.462 (epoch: 360, iters: 7134, time: 0.063) G_GAN: 0.161 G_GAN_Feat: 0.725 G_ID: 0.096 G_Rec: 0.328 D_GP: 0.029 D_real: 1.029 D_fake: 0.839 (epoch: 360, iters: 7534, time: 0.064) G_GAN: 0.809 G_GAN_Feat: 0.981 G_ID: 0.120 G_Rec: 0.455 D_GP: 0.035 D_real: 1.350 D_fake: 0.247 (epoch: 360, iters: 7934, time: 0.063) G_GAN: 0.299 G_GAN_Feat: 0.752 G_ID: 0.104 G_Rec: 0.314 D_GP: 0.028 D_real: 1.078 D_fake: 0.701 (epoch: 360, iters: 8334, time: 0.063) G_GAN: 0.601 G_GAN_Feat: 1.238 G_ID: 0.151 G_Rec: 0.509 D_GP: 0.079 D_real: 0.232 D_fake: 0.438 (epoch: 361, iters: 126, time: 0.063) G_GAN: 0.532 G_GAN_Feat: 0.971 G_ID: 0.099 G_Rec: 0.339 D_GP: 0.913 D_real: 0.581 D_fake: 0.588 (epoch: 361, iters: 526, time: 0.063) G_GAN: 0.307 G_GAN_Feat: 0.998 G_ID: 0.152 G_Rec: 0.470 D_GP: 0.035 D_real: 0.896 D_fake: 0.695 (epoch: 361, iters: 926, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.950 G_ID: 0.102 G_Rec: 0.332 D_GP: 0.169 D_real: 0.470 D_fake: 0.674 (epoch: 361, iters: 1326, time: 0.063) G_GAN: 0.647 G_GAN_Feat: 1.090 G_ID: 0.123 G_Rec: 0.420 D_GP: 0.092 D_real: 0.496 D_fake: 0.372 (epoch: 361, iters: 1726, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.656 G_ID: 0.098 G_Rec: 0.272 D_GP: 0.035 D_real: 1.198 D_fake: 0.744 (epoch: 361, iters: 2126, time: 0.063) G_GAN: 0.335 G_GAN_Feat: 0.855 G_ID: 0.128 G_Rec: 0.409 D_GP: 0.033 D_real: 0.990 D_fake: 0.669 (epoch: 361, iters: 2526, time: 0.063) G_GAN: 0.199 G_GAN_Feat: 0.760 G_ID: 0.107 G_Rec: 0.311 D_GP: 0.033 D_real: 0.930 D_fake: 0.801 (epoch: 361, iters: 2926, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 1.049 G_ID: 0.128 G_Rec: 0.452 D_GP: 0.073 D_real: 0.831 D_fake: 0.575 (epoch: 361, iters: 3326, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.724 G_ID: 0.101 G_Rec: 0.298 D_GP: 0.032 D_real: 0.891 D_fake: 0.850 (epoch: 361, iters: 3726, time: 0.063) G_GAN: 0.141 G_GAN_Feat: 0.917 G_ID: 0.137 G_Rec: 0.445 D_GP: 0.036 D_real: 0.765 D_fake: 0.861 (epoch: 361, iters: 4126, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.791 G_ID: 0.111 G_Rec: 0.295 D_GP: 0.037 D_real: 0.745 D_fake: 0.989 (epoch: 361, iters: 4526, time: 0.064) G_GAN: 0.799 G_GAN_Feat: 1.035 G_ID: 0.132 G_Rec: 0.482 D_GP: 0.038 D_real: 1.266 D_fake: 0.268 (epoch: 361, iters: 4926, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.731 G_ID: 0.102 G_Rec: 0.312 D_GP: 0.035 D_real: 1.114 D_fake: 0.711 (epoch: 361, iters: 5326, time: 0.063) G_GAN: 0.563 G_GAN_Feat: 0.977 G_ID: 0.124 G_Rec: 0.425 D_GP: 0.073 D_real: 0.789 D_fake: 0.459 (epoch: 361, iters: 5726, time: 0.063) G_GAN: 0.338 G_GAN_Feat: 0.805 G_ID: 0.103 G_Rec: 0.326 D_GP: 0.038 D_real: 1.253 D_fake: 0.667 (epoch: 361, iters: 6126, time: 0.063) G_GAN: 0.703 G_GAN_Feat: 0.860 G_ID: 0.115 G_Rec: 0.417 D_GP: 0.027 D_real: 1.415 D_fake: 0.352 (epoch: 361, iters: 6526, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.717 G_ID: 0.109 G_Rec: 0.317 D_GP: 0.036 D_real: 0.918 D_fake: 0.918 (epoch: 361, iters: 6926, time: 0.063) G_GAN: 0.579 G_GAN_Feat: 0.863 G_ID: 0.124 G_Rec: 0.403 D_GP: 0.027 D_real: 1.267 D_fake: 0.454 (epoch: 361, iters: 7326, time: 0.063) G_GAN: 0.263 G_GAN_Feat: 0.743 G_ID: 0.088 G_Rec: 0.301 D_GP: 0.034 D_real: 1.117 D_fake: 0.738 (epoch: 361, iters: 7726, time: 0.063) G_GAN: 0.402 G_GAN_Feat: 1.013 G_ID: 0.127 G_Rec: 0.442 D_GP: 0.045 D_real: 0.817 D_fake: 0.599 (epoch: 361, iters: 8126, time: 0.064) G_GAN: 0.395 G_GAN_Feat: 0.785 G_ID: 0.094 G_Rec: 0.336 D_GP: 0.054 D_real: 0.984 D_fake: 0.606 (epoch: 361, iters: 8526, time: 0.063) G_GAN: 0.437 G_GAN_Feat: 0.877 G_ID: 0.121 G_Rec: 0.413 D_GP: 0.030 D_real: 1.180 D_fake: 0.567 (epoch: 362, iters: 318, time: 0.063) G_GAN: 0.106 G_GAN_Feat: 0.818 G_ID: 0.112 G_Rec: 0.341 D_GP: 0.087 D_real: 0.752 D_fake: 0.895 (epoch: 362, iters: 718, time: 0.063) G_GAN: 0.281 G_GAN_Feat: 0.934 G_ID: 0.120 G_Rec: 0.398 D_GP: 0.037 D_real: 0.765 D_fake: 0.721 (epoch: 362, iters: 1118, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.768 G_ID: 0.101 G_Rec: 0.438 D_GP: 0.029 D_real: 0.843 D_fake: 0.882 (epoch: 362, iters: 1518, time: 0.063) G_GAN: 0.700 G_GAN_Feat: 1.002 G_ID: 0.119 G_Rec: 0.428 D_GP: 0.036 D_real: 1.297 D_fake: 0.313 (epoch: 362, iters: 1918, time: 0.063) G_GAN: 0.436 G_GAN_Feat: 0.817 G_ID: 0.096 G_Rec: 0.309 D_GP: 0.037 D_real: 1.201 D_fake: 0.568 (epoch: 362, iters: 2318, time: 0.063) G_GAN: 0.418 G_GAN_Feat: 1.088 G_ID: 0.120 G_Rec: 0.465 D_GP: 0.037 D_real: 0.942 D_fake: 0.585 (epoch: 362, iters: 2718, time: 0.064) G_GAN: -0.110 G_GAN_Feat: 0.872 G_ID: 0.116 G_Rec: 0.375 D_GP: 0.036 D_real: 0.666 D_fake: 1.110 (epoch: 362, iters: 3118, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 1.029 G_ID: 0.138 G_Rec: 0.438 D_GP: 0.088 D_real: 0.735 D_fake: 0.481 (epoch: 362, iters: 3518, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.923 G_ID: 0.123 G_Rec: 0.320 D_GP: 0.067 D_real: 0.220 D_fake: 0.870 (epoch: 362, iters: 3918, time: 0.063) G_GAN: 0.240 G_GAN_Feat: 0.837 G_ID: 0.132 G_Rec: 0.469 D_GP: 0.031 D_real: 1.006 D_fake: 0.761 (epoch: 362, iters: 4318, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.602 G_ID: 0.099 G_Rec: 0.313 D_GP: 0.029 D_real: 0.983 D_fake: 0.915 (epoch: 362, iters: 4718, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.792 G_ID: 0.128 G_Rec: 0.405 D_GP: 0.031 D_real: 1.200 D_fake: 0.574 (epoch: 362, iters: 5118, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.655 G_ID: 0.103 G_Rec: 0.315 D_GP: 0.038 D_real: 1.137 D_fake: 0.740 (epoch: 362, iters: 5518, time: 0.063) G_GAN: 0.388 G_GAN_Feat: 0.875 G_ID: 0.120 G_Rec: 0.460 D_GP: 0.042 D_real: 1.037 D_fake: 0.616 (epoch: 362, iters: 5918, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.599 G_ID: 0.105 G_Rec: 0.285 D_GP: 0.033 D_real: 1.144 D_fake: 0.784 (epoch: 362, iters: 6318, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.930 G_ID: 0.124 G_Rec: 0.497 D_GP: 0.062 D_real: 0.930 D_fake: 0.628 (epoch: 362, iters: 6718, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.693 G_ID: 0.104 G_Rec: 0.325 D_GP: 0.040 D_real: 0.873 D_fake: 0.964 (epoch: 362, iters: 7118, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.792 G_ID: 0.125 G_Rec: 0.408 D_GP: 0.039 D_real: 0.936 D_fake: 0.771 (epoch: 362, iters: 7518, time: 0.064) G_GAN: 0.097 G_GAN_Feat: 0.611 G_ID: 0.093 G_Rec: 0.288 D_GP: 0.029 D_real: 1.002 D_fake: 0.903 (epoch: 362, iters: 7918, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.936 G_ID: 0.126 G_Rec: 0.468 D_GP: 0.068 D_real: 0.694 D_fake: 0.795 (epoch: 362, iters: 8318, time: 0.063) G_GAN: 0.037 G_GAN_Feat: 0.656 G_ID: 0.132 G_Rec: 0.285 D_GP: 0.042 D_real: 0.886 D_fake: 0.963 (epoch: 363, iters: 110, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 0.924 G_ID: 0.141 G_Rec: 0.419 D_GP: 0.043 D_real: 1.128 D_fake: 0.436 (epoch: 363, iters: 510, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.691 G_ID: 0.099 G_Rec: 0.304 D_GP: 0.042 D_real: 1.124 D_fake: 0.698 (epoch: 363, iters: 910, time: 0.064) G_GAN: 0.550 G_GAN_Feat: 0.924 G_ID: 0.115 G_Rec: 0.434 D_GP: 0.036 D_real: 1.082 D_fake: 0.475 (epoch: 363, iters: 1310, time: 0.063) G_GAN: 0.210 G_GAN_Feat: 0.736 G_ID: 0.094 G_Rec: 0.302 D_GP: 0.052 D_real: 0.890 D_fake: 0.791 (epoch: 363, iters: 1710, time: 0.064) G_GAN: 0.539 G_GAN_Feat: 0.905 G_ID: 0.126 G_Rec: 0.407 D_GP: 0.073 D_real: 1.059 D_fake: 0.467 (epoch: 363, iters: 2110, time: 0.064) G_GAN: 0.008 G_GAN_Feat: 0.782 G_ID: 0.130 G_Rec: 0.321 D_GP: 0.064 D_real: 0.658 D_fake: 0.992 (epoch: 363, iters: 2510, time: 0.063) G_GAN: 0.545 G_GAN_Feat: 0.967 G_ID: 0.136 G_Rec: 0.466 D_GP: 0.064 D_real: 0.945 D_fake: 0.480 (epoch: 363, iters: 2910, time: 0.064) G_GAN: -0.059 G_GAN_Feat: 0.778 G_ID: 0.118 G_Rec: 0.353 D_GP: 0.037 D_real: 0.941 D_fake: 1.060 (epoch: 363, iters: 3310, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.916 G_ID: 0.132 G_Rec: 0.446 D_GP: 0.086 D_real: 0.875 D_fake: 0.632 (epoch: 363, iters: 3710, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.801 G_ID: 0.101 G_Rec: 0.316 D_GP: 0.096 D_real: 0.797 D_fake: 0.719 (epoch: 363, iters: 4110, time: 0.063) G_GAN: 0.582 G_GAN_Feat: 0.959 G_ID: 0.137 G_Rec: 0.391 D_GP: 0.046 D_real: 1.212 D_fake: 0.434 (epoch: 363, iters: 4510, time: 0.063) G_GAN: 0.351 G_GAN_Feat: 0.841 G_ID: 0.099 G_Rec: 0.362 D_GP: 0.211 D_real: 0.564 D_fake: 0.657 (epoch: 363, iters: 4910, time: 0.064) G_GAN: 0.564 G_GAN_Feat: 0.929 G_ID: 0.113 G_Rec: 0.449 D_GP: 0.034 D_real: 1.226 D_fake: 0.450 (epoch: 363, iters: 5310, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.786 G_ID: 0.104 G_Rec: 0.315 D_GP: 0.047 D_real: 1.017 D_fake: 0.545 (epoch: 363, iters: 5710, time: 0.063) G_GAN: 0.403 G_GAN_Feat: 0.882 G_ID: 0.119 G_Rec: 0.391 D_GP: 0.032 D_real: 1.205 D_fake: 0.598 (epoch: 363, iters: 6110, time: 0.063) G_GAN: 0.239 G_GAN_Feat: 0.797 G_ID: 0.127 G_Rec: 0.318 D_GP: 0.049 D_real: 0.994 D_fake: 0.762 (epoch: 363, iters: 6510, time: 0.064) G_GAN: 0.653 G_GAN_Feat: 1.099 G_ID: 0.147 G_Rec: 0.451 D_GP: 0.059 D_real: 0.671 D_fake: 0.362 (epoch: 363, iters: 6910, time: 0.064) G_GAN: 0.207 G_GAN_Feat: 0.858 G_ID: 0.109 G_Rec: 0.320 D_GP: 0.128 D_real: 0.603 D_fake: 0.811 (epoch: 363, iters: 7310, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 1.085 G_ID: 0.140 G_Rec: 0.469 D_GP: 0.260 D_real: 0.494 D_fake: 0.890 (epoch: 363, iters: 7710, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.747 G_ID: 0.103 G_Rec: 0.322 D_GP: 0.046 D_real: 1.019 D_fake: 0.740 (epoch: 363, iters: 8110, time: 0.064) G_GAN: 0.006 G_GAN_Feat: 0.997 G_ID: 0.147 G_Rec: 0.397 D_GP: 0.067 D_real: 0.446 D_fake: 0.994 (epoch: 363, iters: 8510, time: 0.064) G_GAN: -0.213 G_GAN_Feat: 0.849 G_ID: 0.096 G_Rec: 0.335 D_GP: 0.181 D_real: 0.239 D_fake: 1.214 (epoch: 364, iters: 302, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.884 G_ID: 0.119 G_Rec: 0.390 D_GP: 0.034 D_real: 1.105 D_fake: 0.489 (epoch: 364, iters: 702, time: 0.063) G_GAN: 0.446 G_GAN_Feat: 1.005 G_ID: 0.113 G_Rec: 0.364 D_GP: 0.467 D_real: 0.555 D_fake: 0.563 (epoch: 364, iters: 1102, time: 0.064) G_GAN: 0.769 G_GAN_Feat: 1.082 G_ID: 0.150 G_Rec: 0.503 D_GP: 0.055 D_real: 1.026 D_fake: 0.267 (epoch: 364, iters: 1502, time: 0.064) G_GAN: -0.060 G_GAN_Feat: 0.964 G_ID: 0.112 G_Rec: 0.360 D_GP: 0.330 D_real: 0.188 D_fake: 1.063 (epoch: 364, iters: 1902, time: 0.063) G_GAN: 0.926 G_GAN_Feat: 1.001 G_ID: 0.134 G_Rec: 0.458 D_GP: 0.032 D_real: 1.391 D_fake: 0.169 (epoch: 364, iters: 2302, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.925 G_ID: 0.104 G_Rec: 0.358 D_GP: 0.056 D_real: 0.491 D_fake: 0.836 (epoch: 364, iters: 2702, time: 0.064) G_GAN: 0.751 G_GAN_Feat: 0.992 G_ID: 0.121 G_Rec: 0.414 D_GP: 0.031 D_real: 1.239 D_fake: 0.316 (epoch: 364, iters: 3102, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.643 G_ID: 0.121 G_Rec: 0.303 D_GP: 0.027 D_real: 0.997 D_fake: 0.898 (epoch: 364, iters: 3502, time: 0.063) G_GAN: 0.166 G_GAN_Feat: 0.851 G_ID: 0.143 G_Rec: 0.439 D_GP: 0.031 D_real: 0.891 D_fake: 0.834 (epoch: 364, iters: 3902, time: 0.063) G_GAN: -0.066 G_GAN_Feat: 0.688 G_ID: 0.115 G_Rec: 0.311 D_GP: 0.043 D_real: 0.748 D_fake: 1.066 (epoch: 364, iters: 4302, time: 0.063) G_GAN: 0.118 G_GAN_Feat: 0.900 G_ID: 0.132 G_Rec: 0.407 D_GP: 0.045 D_real: 0.693 D_fake: 0.882 (epoch: 364, iters: 4702, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 0.740 G_ID: 0.109 G_Rec: 0.339 D_GP: 0.139 D_real: 0.736 D_fake: 0.914 (epoch: 364, iters: 5102, time: 0.063) G_GAN: 0.531 G_GAN_Feat: 0.994 G_ID: 0.122 G_Rec: 0.470 D_GP: 0.196 D_real: 0.872 D_fake: 0.506 (epoch: 364, iters: 5502, time: 0.063) G_GAN: 0.160 G_GAN_Feat: 0.619 G_ID: 0.101 G_Rec: 0.295 D_GP: 0.029 D_real: 1.091 D_fake: 0.840 (epoch: 364, iters: 5902, time: 0.063) G_GAN: 0.755 G_GAN_Feat: 0.999 G_ID: 0.138 G_Rec: 0.445 D_GP: 0.054 D_real: 1.217 D_fake: 0.363 (epoch: 364, iters: 6302, time: 0.064) G_GAN: -0.082 G_GAN_Feat: 0.737 G_ID: 0.099 G_Rec: 0.355 D_GP: 0.070 D_real: 0.669 D_fake: 1.082 (epoch: 364, iters: 6702, time: 0.063) G_GAN: 0.343 G_GAN_Feat: 1.039 G_ID: 0.111 G_Rec: 0.485 D_GP: 0.052 D_real: 0.756 D_fake: 0.662 (epoch: 364, iters: 7102, time: 0.063) G_GAN: -0.126 G_GAN_Feat: 0.705 G_ID: 0.100 G_Rec: 0.292 D_GP: 0.049 D_real: 0.673 D_fake: 1.126 (epoch: 364, iters: 7502, time: 0.063) G_GAN: 0.284 G_GAN_Feat: 1.019 G_ID: 0.115 G_Rec: 0.474 D_GP: 0.054 D_real: 0.766 D_fake: 0.719 (epoch: 364, iters: 7902, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.714 G_ID: 0.105 G_Rec: 0.284 D_GP: 0.032 D_real: 1.019 D_fake: 0.840 (epoch: 364, iters: 8302, time: 0.063) G_GAN: 0.438 G_GAN_Feat: 0.848 G_ID: 0.118 G_Rec: 0.367 D_GP: 0.037 D_real: 1.118 D_fake: 0.566 (epoch: 364, iters: 8702, time: 0.064) G_GAN: 0.067 G_GAN_Feat: 0.773 G_ID: 0.128 G_Rec: 0.359 D_GP: 0.029 D_real: 0.966 D_fake: 0.934 (epoch: 365, iters: 494, time: 0.063) G_GAN: 0.509 G_GAN_Feat: 1.055 G_ID: 0.112 G_Rec: 0.458 D_GP: 0.054 D_real: 0.800 D_fake: 0.497 (epoch: 365, iters: 894, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.757 G_ID: 0.105 G_Rec: 0.299 D_GP: 0.032 D_real: 1.001 D_fake: 0.737 (epoch: 365, iters: 1294, time: 0.063) G_GAN: 0.588 G_GAN_Feat: 0.956 G_ID: 0.105 G_Rec: 0.400 D_GP: 0.031 D_real: 1.112 D_fake: 0.445 (epoch: 365, iters: 1694, time: 0.063) G_GAN: 0.259 G_GAN_Feat: 0.840 G_ID: 0.090 G_Rec: 0.322 D_GP: 0.112 D_real: 0.752 D_fake: 0.747 (epoch: 365, iters: 2094, time: 0.063) G_GAN: 0.500 G_GAN_Feat: 1.062 G_ID: 0.115 G_Rec: 0.421 D_GP: 0.041 D_real: 0.798 D_fake: 0.505 (epoch: 365, iters: 2494, time: 0.064) G_GAN: 0.885 G_GAN_Feat: 1.002 G_ID: 0.095 G_Rec: 0.333 D_GP: 0.066 D_real: 0.980 D_fake: 0.205 (epoch: 365, iters: 2894, time: 0.064) G_GAN: 0.603 G_GAN_Feat: 1.064 G_ID: 0.120 G_Rec: 0.419 D_GP: 0.030 D_real: 0.811 D_fake: 0.409 (epoch: 365, iters: 3294, time: 0.063) G_GAN: 0.386 G_GAN_Feat: 0.930 G_ID: 0.101 G_Rec: 0.313 D_GP: 0.042 D_real: 0.556 D_fake: 0.666 (epoch: 365, iters: 3694, time: 0.063) G_GAN: 0.775 G_GAN_Feat: 1.091 G_ID: 0.124 G_Rec: 0.497 D_GP: 0.112 D_real: 0.631 D_fake: 0.295 (epoch: 365, iters: 4094, time: 0.064) G_GAN: 0.022 G_GAN_Feat: 0.940 G_ID: 0.100 G_Rec: 0.327 D_GP: 0.050 D_real: 0.232 D_fake: 0.978 (epoch: 365, iters: 4494, time: 0.063) G_GAN: 0.545 G_GAN_Feat: 1.259 G_ID: 0.124 G_Rec: 0.486 D_GP: 0.040 D_real: 1.136 D_fake: 0.535 (epoch: 365, iters: 4894, time: 0.063) G_GAN: 0.322 G_GAN_Feat: 0.714 G_ID: 0.098 G_Rec: 0.317 D_GP: 0.026 D_real: 1.278 D_fake: 0.683 (epoch: 365, iters: 5294, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 0.942 G_ID: 0.124 G_Rec: 0.426 D_GP: 0.034 D_real: 1.034 D_fake: 0.578 (epoch: 365, iters: 5694, time: 0.063) G_GAN: 0.676 G_GAN_Feat: 0.782 G_ID: 0.101 G_Rec: 0.324 D_GP: 0.090 D_real: 1.270 D_fake: 0.343 (epoch: 365, iters: 6094, time: 0.063) G_GAN: 0.489 G_GAN_Feat: 0.826 G_ID: 0.131 G_Rec: 0.392 D_GP: 0.030 D_real: 1.214 D_fake: 0.518 (epoch: 365, iters: 6494, time: 0.063) G_GAN: 0.225 G_GAN_Feat: 0.771 G_ID: 0.109 G_Rec: 0.316 D_GP: 0.037 D_real: 0.979 D_fake: 0.776 (epoch: 365, iters: 6894, time: 0.064) G_GAN: 0.497 G_GAN_Feat: 1.249 G_ID: 0.118 G_Rec: 0.518 D_GP: 0.050 D_real: 1.182 D_fake: 0.544 (epoch: 365, iters: 7294, time: 0.063) G_GAN: 0.288 G_GAN_Feat: 0.749 G_ID: 0.126 G_Rec: 0.325 D_GP: 0.030 D_real: 1.152 D_fake: 0.718 (epoch: 365, iters: 7694, time: 0.063) G_GAN: 0.605 G_GAN_Feat: 0.875 G_ID: 0.131 G_Rec: 0.408 D_GP: 0.041 D_real: 1.180 D_fake: 0.469 (epoch: 365, iters: 8094, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 0.737 G_ID: 0.095 G_Rec: 0.327 D_GP: 0.036 D_real: 0.904 D_fake: 0.783 (epoch: 365, iters: 8494, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.894 G_ID: 0.135 G_Rec: 0.434 D_GP: 0.030 D_real: 1.183 D_fake: 0.550 (epoch: 366, iters: 286, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.859 G_ID: 0.111 G_Rec: 0.346 D_GP: 0.034 D_real: 0.859 D_fake: 0.765 (epoch: 366, iters: 686, time: 0.064) G_GAN: 0.733 G_GAN_Feat: 1.119 G_ID: 0.145 G_Rec: 0.493 D_GP: 0.047 D_real: 0.870 D_fake: 0.319 (epoch: 366, iters: 1086, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 1.082 G_ID: 0.126 G_Rec: 0.347 D_GP: 0.073 D_real: 0.088 D_fake: 0.964 (epoch: 366, iters: 1486, time: 0.064) G_GAN: 0.448 G_GAN_Feat: 0.867 G_ID: 0.115 G_Rec: 0.419 D_GP: 0.027 D_real: 1.125 D_fake: 0.555 (epoch: 366, iters: 1886, time: 0.063) G_GAN: 0.022 G_GAN_Feat: 0.734 G_ID: 0.087 G_Rec: 0.303 D_GP: 0.030 D_real: 0.909 D_fake: 0.978 (epoch: 366, iters: 2286, time: 0.063) G_GAN: 0.221 G_GAN_Feat: 0.883 G_ID: 0.130 G_Rec: 0.402 D_GP: 0.037 D_real: 0.930 D_fake: 0.780 (epoch: 366, iters: 2686, time: 0.063) G_GAN: 0.140 G_GAN_Feat: 0.735 G_ID: 0.095 G_Rec: 0.284 D_GP: 0.047 D_real: 0.787 D_fake: 0.860 (epoch: 366, iters: 3086, time: 0.064) G_GAN: 0.591 G_GAN_Feat: 1.020 G_ID: 0.123 G_Rec: 0.430 D_GP: 0.036 D_real: 0.925 D_fake: 0.425 (epoch: 366, iters: 3486, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.908 G_ID: 0.098 G_Rec: 0.334 D_GP: 0.086 D_real: 0.517 D_fake: 0.728 (epoch: 366, iters: 3886, time: 0.063) G_GAN: 0.567 G_GAN_Feat: 1.193 G_ID: 0.137 G_Rec: 0.446 D_GP: 0.131 D_real: 0.259 D_fake: 0.488 (epoch: 366, iters: 4286, time: 0.063) G_GAN: 0.363 G_GAN_Feat: 0.856 G_ID: 0.116 G_Rec: 0.312 D_GP: 0.052 D_real: 0.966 D_fake: 0.643 (epoch: 366, iters: 4686, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.979 G_ID: 0.135 G_Rec: 0.476 D_GP: 0.037 D_real: 0.964 D_fake: 0.603 (epoch: 366, iters: 5086, time: 0.063) G_GAN: 0.189 G_GAN_Feat: 0.731 G_ID: 0.096 G_Rec: 0.327 D_GP: 0.030 D_real: 1.018 D_fake: 0.816 (epoch: 366, iters: 5486, time: 0.063) G_GAN: 0.574 G_GAN_Feat: 1.018 G_ID: 0.128 G_Rec: 0.485 D_GP: 0.096 D_real: 0.896 D_fake: 0.474 (epoch: 366, iters: 5886, time: 0.063) G_GAN: 0.194 G_GAN_Feat: 0.736 G_ID: 0.101 G_Rec: 0.301 D_GP: 0.036 D_real: 1.037 D_fake: 0.807 (epoch: 366, iters: 6286, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.866 G_ID: 0.137 G_Rec: 0.380 D_GP: 0.036 D_real: 1.001 D_fake: 0.719 (epoch: 366, iters: 6686, time: 0.063) G_GAN: 0.028 G_GAN_Feat: 0.957 G_ID: 0.115 G_Rec: 0.360 D_GP: 0.432 D_real: 0.184 D_fake: 0.979 (epoch: 366, iters: 7086, time: 0.063) G_GAN: 0.662 G_GAN_Feat: 1.098 G_ID: 0.126 G_Rec: 0.477 D_GP: 0.049 D_real: 0.907 D_fake: 0.377 (epoch: 366, iters: 7486, time: 0.063) G_GAN: 0.226 G_GAN_Feat: 0.915 G_ID: 0.097 G_Rec: 0.342 D_GP: 0.072 D_real: 0.502 D_fake: 0.775 (epoch: 366, iters: 7886, time: 0.064) G_GAN: 0.358 G_GAN_Feat: 1.164 G_ID: 0.122 G_Rec: 0.437 D_GP: 0.089 D_real: 0.491 D_fake: 0.647 (epoch: 366, iters: 8286, time: 0.063) G_GAN: 0.336 G_GAN_Feat: 0.846 G_ID: 0.106 G_Rec: 0.307 D_GP: 0.062 D_real: 0.725 D_fake: 0.664 (epoch: 366, iters: 8686, time: 0.063) G_GAN: 0.511 G_GAN_Feat: 1.022 G_ID: 0.141 G_Rec: 0.462 D_GP: 0.038 D_real: 1.033 D_fake: 0.502 (epoch: 367, iters: 478, time: 0.063) G_GAN: 0.251 G_GAN_Feat: 0.778 G_ID: 0.098 G_Rec: 0.320 D_GP: 0.043 D_real: 1.115 D_fake: 0.749 (epoch: 367, iters: 878, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.926 G_ID: 0.136 G_Rec: 0.453 D_GP: 0.037 D_real: 0.964 D_fake: 0.683 (epoch: 367, iters: 1278, time: 0.063) G_GAN: 0.274 G_GAN_Feat: 0.811 G_ID: 0.105 G_Rec: 0.313 D_GP: 0.039 D_real: 0.893 D_fake: 0.727 (epoch: 367, iters: 1678, time: 0.063) G_GAN: 0.975 G_GAN_Feat: 1.169 G_ID: 0.105 G_Rec: 0.464 D_GP: 0.324 D_real: 0.414 D_fake: 0.193 (epoch: 367, iters: 2078, time: 0.063) G_GAN: 0.457 G_GAN_Feat: 0.946 G_ID: 0.104 G_Rec: 0.342 D_GP: 0.063 D_real: 0.967 D_fake: 0.615 (epoch: 367, iters: 2478, time: 0.064) G_GAN: 0.701 G_GAN_Feat: 1.117 G_ID: 0.125 G_Rec: 0.460 D_GP: 0.101 D_real: 0.711 D_fake: 0.335 (epoch: 367, iters: 2878, time: 0.063) G_GAN: -0.062 G_GAN_Feat: 0.864 G_ID: 0.115 G_Rec: 0.342 D_GP: 0.029 D_real: 0.781 D_fake: 1.062 (epoch: 367, iters: 3278, time: 0.063) G_GAN: 0.897 G_GAN_Feat: 1.111 G_ID: 0.105 G_Rec: 0.464 D_GP: 0.033 D_real: 1.112 D_fake: 0.171 (epoch: 367, iters: 3678, time: 0.063) G_GAN: -0.066 G_GAN_Feat: 0.731 G_ID: 0.120 G_Rec: 0.311 D_GP: 0.028 D_real: 0.872 D_fake: 1.066 (epoch: 367, iters: 4078, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 1.128 G_ID: 0.121 G_Rec: 0.470 D_GP: 0.069 D_real: 0.731 D_fake: 0.603 (epoch: 367, iters: 4478, time: 0.064) G_GAN: -0.045 G_GAN_Feat: 0.846 G_ID: 0.103 G_Rec: 0.332 D_GP: 0.118 D_real: 0.501 D_fake: 1.045 (epoch: 367, iters: 4878, time: 0.064) G_GAN: 0.936 G_GAN_Feat: 1.109 G_ID: 0.125 G_Rec: 0.480 D_GP: 0.105 D_real: 1.054 D_fake: 0.214 (epoch: 367, iters: 5278, time: 0.063) G_GAN: 0.287 G_GAN_Feat: 0.756 G_ID: 0.102 G_Rec: 0.315 D_GP: 0.036 D_real: 1.115 D_fake: 0.714 (epoch: 367, iters: 5678, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 0.937 G_ID: 0.120 G_Rec: 0.397 D_GP: 0.042 D_real: 1.211 D_fake: 0.431 (epoch: 367, iters: 6078, time: 0.063) G_GAN: 0.159 G_GAN_Feat: 0.890 G_ID: 0.107 G_Rec: 0.304 D_GP: 0.033 D_real: 0.558 D_fake: 0.841 (epoch: 367, iters: 6478, time: 0.063) G_GAN: 0.785 G_GAN_Feat: 1.078 G_ID: 0.144 G_Rec: 0.484 D_GP: 0.032 D_real: 0.998 D_fake: 0.346 (epoch: 367, iters: 6878, time: 0.063) G_GAN: 0.381 G_GAN_Feat: 1.062 G_ID: 0.094 G_Rec: 0.369 D_GP: 0.032 D_real: 1.135 D_fake: 0.687 (epoch: 367, iters: 7278, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.871 G_ID: 0.136 G_Rec: 0.442 D_GP: 0.027 D_real: 1.085 D_fake: 0.681 (epoch: 367, iters: 7678, time: 0.063) G_GAN: 0.111 G_GAN_Feat: 0.620 G_ID: 0.081 G_Rec: 0.308 D_GP: 0.026 D_real: 1.092 D_fake: 0.890 (epoch: 367, iters: 8078, time: 0.063) G_GAN: 0.398 G_GAN_Feat: 0.808 G_ID: 0.113 G_Rec: 0.416 D_GP: 0.028 D_real: 1.203 D_fake: 0.612 (epoch: 367, iters: 8478, time: 0.063) G_GAN: 0.049 G_GAN_Feat: 0.614 G_ID: 0.090 G_Rec: 0.293 D_GP: 0.033 D_real: 0.979 D_fake: 0.951 (epoch: 368, iters: 270, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.826 G_ID: 0.121 G_Rec: 0.467 D_GP: 0.038 D_real: 0.992 D_fake: 0.719 (epoch: 368, iters: 670, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.623 G_ID: 0.103 G_Rec: 0.291 D_GP: 0.037 D_real: 0.927 D_fake: 0.901 (epoch: 368, iters: 1070, time: 0.063) G_GAN: 0.089 G_GAN_Feat: 0.759 G_ID: 0.110 G_Rec: 0.366 D_GP: 0.038 D_real: 0.797 D_fake: 0.911 (epoch: 368, iters: 1470, time: 0.063) G_GAN: -0.104 G_GAN_Feat: 0.648 G_ID: 0.105 G_Rec: 0.331 D_GP: 0.035 D_real: 0.796 D_fake: 1.104 (epoch: 368, iters: 1870, time: 0.064) G_GAN: 0.029 G_GAN_Feat: 0.853 G_ID: 0.127 G_Rec: 0.412 D_GP: 0.046 D_real: 0.694 D_fake: 0.971 (epoch: 368, iters: 2270, time: 0.063) G_GAN: -0.177 G_GAN_Feat: 0.678 G_ID: 0.111 G_Rec: 0.320 D_GP: 0.050 D_real: 0.673 D_fake: 1.177 (epoch: 368, iters: 2670, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.817 G_ID: 0.111 G_Rec: 0.405 D_GP: 0.041 D_real: 1.053 D_fake: 0.646 (epoch: 368, iters: 3070, time: 0.063) G_GAN: 0.005 G_GAN_Feat: 0.697 G_ID: 0.096 G_Rec: 0.319 D_GP: 0.039 D_real: 0.903 D_fake: 0.995 (epoch: 368, iters: 3470, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.857 G_ID: 0.134 G_Rec: 0.381 D_GP: 0.044 D_real: 1.030 D_fake: 0.697 (epoch: 368, iters: 3870, time: 0.063) G_GAN: 0.322 G_GAN_Feat: 0.704 G_ID: 0.105 G_Rec: 0.309 D_GP: 0.036 D_real: 1.160 D_fake: 0.679 (epoch: 368, iters: 4270, time: 0.063) G_GAN: 0.112 G_GAN_Feat: 0.833 G_ID: 0.124 G_Rec: 0.373 D_GP: 0.043 D_real: 0.771 D_fake: 0.889 (epoch: 368, iters: 4670, time: 0.063) G_GAN: 0.196 G_GAN_Feat: 0.783 G_ID: 0.101 G_Rec: 0.301 D_GP: 0.107 D_real: 0.769 D_fake: 0.804 (epoch: 368, iters: 5070, time: 0.064) G_GAN: 0.622 G_GAN_Feat: 0.901 G_ID: 0.108 G_Rec: 0.378 D_GP: 0.047 D_real: 1.204 D_fake: 0.388 (epoch: 368, iters: 5470, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.659 G_ID: 0.094 G_Rec: 0.303 D_GP: 0.031 D_real: 1.007 D_fake: 0.913 (epoch: 368, iters: 5870, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.890 G_ID: 0.119 G_Rec: 0.432 D_GP: 0.034 D_real: 0.996 D_fake: 0.662 (epoch: 368, iters: 6270, time: 0.064) G_GAN: -0.100 G_GAN_Feat: 0.721 G_ID: 0.145 G_Rec: 0.321 D_GP: 0.047 D_real: 0.722 D_fake: 1.100 (epoch: 368, iters: 6670, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 1.023 G_ID: 0.145 G_Rec: 0.473 D_GP: 0.103 D_real: 0.430 D_fake: 0.886 (epoch: 368, iters: 7070, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 0.702 G_ID: 0.104 G_Rec: 0.302 D_GP: 0.038 D_real: 0.869 D_fake: 0.871 (epoch: 368, iters: 7470, time: 0.064) G_GAN: 0.678 G_GAN_Feat: 0.968 G_ID: 0.126 G_Rec: 0.474 D_GP: 0.035 D_real: 1.217 D_fake: 0.351 (epoch: 368, iters: 7870, time: 0.064) G_GAN: 0.112 G_GAN_Feat: 0.785 G_ID: 0.121 G_Rec: 0.354 D_GP: 0.050 D_real: 0.817 D_fake: 0.888 (epoch: 368, iters: 8270, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.883 G_ID: 0.129 G_Rec: 0.379 D_GP: 0.041 D_real: 1.061 D_fake: 0.624 (epoch: 368, iters: 8670, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.771 G_ID: 0.104 G_Rec: 0.354 D_GP: 0.033 D_real: 1.103 D_fake: 0.695 (epoch: 369, iters: 462, time: 0.064) G_GAN: 0.568 G_GAN_Feat: 0.923 G_ID: 0.131 G_Rec: 0.388 D_GP: 0.048 D_real: 1.243 D_fake: 0.439 (epoch: 369, iters: 862, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.668 G_ID: 0.103 G_Rec: 0.292 D_GP: 0.029 D_real: 1.245 D_fake: 0.692 (epoch: 369, iters: 1262, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.958 G_ID: 0.122 G_Rec: 0.434 D_GP: 0.042 D_real: 1.006 D_fake: 0.595 (epoch: 369, iters: 1662, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.788 G_ID: 0.117 G_Rec: 0.311 D_GP: 0.063 D_real: 0.659 D_fake: 0.910 (epoch: 369, iters: 2062, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 1.080 G_ID: 0.138 G_Rec: 0.490 D_GP: 0.051 D_real: 0.743 D_fake: 0.551 (epoch: 369, iters: 2462, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 0.839 G_ID: 0.111 G_Rec: 0.332 D_GP: 0.042 D_real: 1.314 D_fake: 0.531 (epoch: 369, iters: 2862, time: 0.064) G_GAN: 0.874 G_GAN_Feat: 0.868 G_ID: 0.104 G_Rec: 0.433 D_GP: 0.028 D_real: 1.570 D_fake: 0.324 (epoch: 369, iters: 3262, time: 0.064) G_GAN: -0.026 G_GAN_Feat: 0.637 G_ID: 0.119 G_Rec: 0.292 D_GP: 0.029 D_real: 0.899 D_fake: 1.026 (epoch: 369, iters: 3662, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.845 G_ID: 0.120 G_Rec: 0.406 D_GP: 0.036 D_real: 0.959 D_fake: 0.634 (epoch: 369, iters: 4062, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.626 G_ID: 0.113 G_Rec: 0.278 D_GP: 0.035 D_real: 1.015 D_fake: 0.871 (epoch: 369, iters: 4462, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.919 G_ID: 0.156 G_Rec: 0.440 D_GP: 0.037 D_real: 0.745 D_fake: 0.814 (epoch: 369, iters: 4862, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.724 G_ID: 0.099 G_Rec: 0.300 D_GP: 0.047 D_real: 0.871 D_fake: 0.881 (epoch: 369, iters: 5262, time: 0.064) G_GAN: 0.564 G_GAN_Feat: 0.938 G_ID: 0.131 G_Rec: 0.427 D_GP: 0.074 D_real: 1.047 D_fake: 0.463 (epoch: 369, iters: 5662, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.805 G_ID: 0.092 G_Rec: 0.331 D_GP: 0.045 D_real: 0.951 D_fake: 0.742 (epoch: 369, iters: 6062, time: 0.064) G_GAN: 0.617 G_GAN_Feat: 0.992 G_ID: 0.128 G_Rec: 0.442 D_GP: 0.041 D_real: 1.215 D_fake: 0.391 (epoch: 369, iters: 6462, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.725 G_ID: 0.092 G_Rec: 0.287 D_GP: 0.032 D_real: 1.147 D_fake: 0.742 (epoch: 369, iters: 6862, time: 0.064) G_GAN: 0.649 G_GAN_Feat: 1.054 G_ID: 0.111 G_Rec: 0.451 D_GP: 0.053 D_real: 0.942 D_fake: 0.371 (epoch: 369, iters: 7262, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.871 G_ID: 0.100 G_Rec: 0.337 D_GP: 0.070 D_real: 0.704 D_fake: 0.694 (epoch: 369, iters: 7662, time: 0.064) G_GAN: 0.485 G_GAN_Feat: 0.960 G_ID: 0.131 G_Rec: 0.452 D_GP: 0.052 D_real: 1.012 D_fake: 0.555 (epoch: 369, iters: 8062, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.717 G_ID: 0.116 G_Rec: 0.317 D_GP: 0.036 D_real: 1.043 D_fake: 0.773 (epoch: 369, iters: 8462, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 1.100 G_ID: 0.150 G_Rec: 0.489 D_GP: 0.061 D_real: 0.652 D_fake: 0.657 (epoch: 370, iters: 254, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.808 G_ID: 0.095 G_Rec: 0.303 D_GP: 0.034 D_real: 1.031 D_fake: 0.615 (epoch: 370, iters: 654, time: 0.064) G_GAN: 1.037 G_GAN_Feat: 1.029 G_ID: 0.112 G_Rec: 0.478 D_GP: 0.102 D_real: 1.488 D_fake: 0.246 (epoch: 370, iters: 1054, time: 0.064) G_GAN: 0.005 G_GAN_Feat: 0.754 G_ID: 0.112 G_Rec: 0.322 D_GP: 0.034 D_real: 0.766 D_fake: 0.995 (epoch: 370, iters: 1454, time: 0.064) G_GAN: 0.057 G_GAN_Feat: 1.027 G_ID: 0.142 G_Rec: 0.487 D_GP: 0.068 D_real: 0.460 D_fake: 0.945 (epoch: 370, iters: 1854, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.681 G_ID: 0.088 G_Rec: 0.290 D_GP: 0.033 D_real: 1.019 D_fake: 0.895 (epoch: 370, iters: 2254, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.941 G_ID: 0.124 G_Rec: 0.424 D_GP: 0.031 D_real: 1.013 D_fake: 0.668 (epoch: 370, iters: 2654, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.769 G_ID: 0.091 G_Rec: 0.311 D_GP: 0.037 D_real: 0.960 D_fake: 0.751 (epoch: 370, iters: 3054, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 1.105 G_ID: 0.135 G_Rec: 0.496 D_GP: 0.095 D_real: 0.658 D_fake: 0.536 (epoch: 370, iters: 3454, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.817 G_ID: 0.105 G_Rec: 0.313 D_GP: 0.050 D_real: 0.792 D_fake: 0.866 (epoch: 370, iters: 3854, time: 0.064) G_GAN: 0.806 G_GAN_Feat: 1.058 G_ID: 0.119 G_Rec: 0.459 D_GP: 0.067 D_real: 1.067 D_fake: 0.290 (epoch: 370, iters: 4254, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.838 G_ID: 0.098 G_Rec: 0.311 D_GP: 0.041 D_real: 0.946 D_fake: 0.671 (epoch: 370, iters: 4654, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 1.115 G_ID: 0.161 G_Rec: 0.454 D_GP: 0.138 D_real: 0.322 D_fake: 0.552 (epoch: 370, iters: 5054, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.832 G_ID: 0.101 G_Rec: 0.321 D_GP: 0.053 D_real: 0.942 D_fake: 0.772 (epoch: 370, iters: 5454, time: 0.064) G_GAN: 1.058 G_GAN_Feat: 1.194 G_ID: 0.128 G_Rec: 0.543 D_GP: 0.156 D_real: 0.601 D_fake: 0.117 (epoch: 370, iters: 5854, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.802 G_ID: 0.087 G_Rec: 0.315 D_GP: 0.069 D_real: 0.930 D_fake: 0.839 (epoch: 370, iters: 6254, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 1.024 G_ID: 0.124 G_Rec: 0.462 D_GP: 0.034 D_real: 0.878 D_fake: 0.624 (epoch: 370, iters: 6654, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.836 G_ID: 0.100 G_Rec: 0.335 D_GP: 0.037 D_real: 0.878 D_fake: 0.722 (epoch: 370, iters: 7054, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 1.035 G_ID: 0.119 G_Rec: 0.474 D_GP: 0.032 D_real: 0.988 D_fake: 0.575 (epoch: 370, iters: 7454, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.772 G_ID: 0.123 G_Rec: 0.291 D_GP: 0.032 D_real: 1.138 D_fake: 0.647 (epoch: 370, iters: 7854, time: 0.064) G_GAN: 0.029 G_GAN_Feat: 1.009 G_ID: 0.118 G_Rec: 0.458 D_GP: 0.047 D_real: 0.539 D_fake: 0.971 (epoch: 370, iters: 8254, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.895 G_ID: 0.117 G_Rec: 0.348 D_GP: 0.136 D_real: 0.632 D_fake: 0.666 (epoch: 370, iters: 8654, time: 0.064) G_GAN: 0.714 G_GAN_Feat: 1.005 G_ID: 0.126 G_Rec: 0.453 D_GP: 0.036 D_real: 1.389 D_fake: 0.315 (epoch: 371, iters: 446, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.814 G_ID: 0.102 G_Rec: 0.316 D_GP: 0.040 D_real: 0.931 D_fake: 0.786 (epoch: 371, iters: 846, time: 0.064) G_GAN: 0.809 G_GAN_Feat: 1.174 G_ID: 0.122 G_Rec: 0.483 D_GP: 0.061 D_real: 0.634 D_fake: 0.237 (epoch: 371, iters: 1246, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.960 G_ID: 0.098 G_Rec: 0.377 D_GP: 0.103 D_real: 0.679 D_fake: 0.770 (epoch: 371, iters: 1646, time: 0.064) G_GAN: 0.855 G_GAN_Feat: 1.034 G_ID: 0.133 G_Rec: 0.466 D_GP: 0.042 D_real: 1.432 D_fake: 0.207 (epoch: 371, iters: 2046, time: 0.064) G_GAN: -0.022 G_GAN_Feat: 0.752 G_ID: 0.109 G_Rec: 0.363 D_GP: 0.031 D_real: 0.790 D_fake: 1.022 (epoch: 371, iters: 2446, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 1.056 G_ID: 0.114 G_Rec: 0.432 D_GP: 0.054 D_real: 0.614 D_fake: 0.633 (epoch: 371, iters: 2846, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.725 G_ID: 0.102 G_Rec: 0.315 D_GP: 0.030 D_real: 0.954 D_fake: 0.916 (epoch: 371, iters: 3246, time: 0.064) G_GAN: 0.567 G_GAN_Feat: 0.952 G_ID: 0.127 G_Rec: 0.417 D_GP: 0.046 D_real: 1.104 D_fake: 0.476 (epoch: 371, iters: 3646, time: 0.064) G_GAN: -0.083 G_GAN_Feat: 0.861 G_ID: 0.111 G_Rec: 0.324 D_GP: 0.134 D_real: 0.353 D_fake: 1.091 (epoch: 371, iters: 4046, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.953 G_ID: 0.126 G_Rec: 0.449 D_GP: 0.055 D_real: 1.046 D_fake: 0.566 (epoch: 371, iters: 4446, time: 0.064) G_GAN: 0.029 G_GAN_Feat: 0.836 G_ID: 0.106 G_Rec: 0.347 D_GP: 0.102 D_real: 0.622 D_fake: 0.972 (epoch: 371, iters: 4846, time: 0.064) G_GAN: -0.088 G_GAN_Feat: 1.010 G_ID: 0.129 G_Rec: 0.433 D_GP: 1.688 D_real: 0.349 D_fake: 1.090 (epoch: 371, iters: 5246, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.629 G_ID: 0.088 G_Rec: 0.290 D_GP: 0.026 D_real: 1.169 D_fake: 0.773 (epoch: 371, iters: 5646, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 0.897 G_ID: 0.111 G_Rec: 0.454 D_GP: 0.036 D_real: 1.101 D_fake: 0.556 (epoch: 371, iters: 6046, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.681 G_ID: 0.098 G_Rec: 0.279 D_GP: 0.037 D_real: 0.896 D_fake: 0.912 (epoch: 371, iters: 6446, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 0.937 G_ID: 0.144 G_Rec: 0.439 D_GP: 0.050 D_real: 0.975 D_fake: 0.644 (epoch: 371, iters: 6846, time: 0.064) G_GAN: -0.067 G_GAN_Feat: 0.694 G_ID: 0.096 G_Rec: 0.305 D_GP: 0.038 D_real: 0.757 D_fake: 1.067 (epoch: 371, iters: 7246, time: 0.064) G_GAN: 0.551 G_GAN_Feat: 0.986 G_ID: 0.124 G_Rec: 0.453 D_GP: 0.052 D_real: 0.939 D_fake: 0.471 (epoch: 371, iters: 7646, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.776 G_ID: 0.153 G_Rec: 0.360 D_GP: 0.070 D_real: 1.038 D_fake: 0.665 (epoch: 371, iters: 8046, time: 0.064) G_GAN: 0.683 G_GAN_Feat: 1.005 G_ID: 0.134 G_Rec: 0.481 D_GP: 0.045 D_real: 1.072 D_fake: 0.351 (epoch: 371, iters: 8446, time: 0.064) G_GAN: 0.527 G_GAN_Feat: 1.036 G_ID: 0.116 G_Rec: 0.381 D_GP: 0.080 D_real: 0.819 D_fake: 0.520 (epoch: 372, iters: 238, time: 0.064) G_GAN: 0.614 G_GAN_Feat: 0.998 G_ID: 0.118 G_Rec: 0.431 D_GP: 0.047 D_real: 0.910 D_fake: 0.407 (epoch: 372, iters: 638, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.866 G_ID: 0.110 G_Rec: 0.336 D_GP: 0.072 D_real: 0.753 D_fake: 0.612 (epoch: 372, iters: 1038, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 1.147 G_ID: 0.113 G_Rec: 0.451 D_GP: 0.100 D_real: 0.310 D_fake: 0.693 (epoch: 372, iters: 1438, time: 0.064) G_GAN: 0.652 G_GAN_Feat: 0.761 G_ID: 0.114 G_Rec: 0.310 D_GP: 0.077 D_real: 1.337 D_fake: 0.546 (epoch: 372, iters: 1838, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.891 G_ID: 0.118 G_Rec: 0.398 D_GP: 0.030 D_real: 1.038 D_fake: 0.666 (epoch: 372, iters: 2238, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.708 G_ID: 0.097 G_Rec: 0.309 D_GP: 0.033 D_real: 1.121 D_fake: 0.802 (epoch: 372, iters: 2638, time: 0.064) G_GAN: 0.101 G_GAN_Feat: 1.085 G_ID: 0.143 G_Rec: 0.461 D_GP: 0.109 D_real: 0.353 D_fake: 0.907 (epoch: 372, iters: 3038, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 0.983 G_ID: 0.104 G_Rec: 0.342 D_GP: 0.039 D_real: 1.480 D_fake: 0.773 (epoch: 372, iters: 3438, time: 0.064) G_GAN: 0.662 G_GAN_Feat: 0.929 G_ID: 0.132 G_Rec: 0.432 D_GP: 0.032 D_real: 1.298 D_fake: 0.389 (epoch: 372, iters: 3838, time: 0.064) G_GAN: 0.508 G_GAN_Feat: 0.772 G_ID: 0.110 G_Rec: 0.295 D_GP: 0.036 D_real: 1.337 D_fake: 0.513 (epoch: 372, iters: 4238, time: 0.064) G_GAN: 0.709 G_GAN_Feat: 1.208 G_ID: 0.119 G_Rec: 0.502 D_GP: 0.648 D_real: 0.494 D_fake: 0.361 (epoch: 372, iters: 4638, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.722 G_ID: 0.102 G_Rec: 0.309 D_GP: 0.028 D_real: 1.052 D_fake: 0.858 (epoch: 372, iters: 5038, time: 0.064) G_GAN: 0.636 G_GAN_Feat: 0.847 G_ID: 0.129 G_Rec: 0.404 D_GP: 0.031 D_real: 1.377 D_fake: 0.371 (epoch: 372, iters: 5438, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.629 G_ID: 0.092 G_Rec: 0.285 D_GP: 0.028 D_real: 1.058 D_fake: 0.915 (epoch: 372, iters: 5838, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.929 G_ID: 0.140 G_Rec: 0.426 D_GP: 0.038 D_real: 0.878 D_fake: 0.727 (epoch: 372, iters: 6238, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.710 G_ID: 0.088 G_Rec: 0.295 D_GP: 0.083 D_real: 0.892 D_fake: 0.787 (epoch: 372, iters: 6638, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 0.876 G_ID: 0.140 G_Rec: 0.440 D_GP: 0.033 D_real: 1.105 D_fake: 0.665 (epoch: 372, iters: 7038, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.760 G_ID: 0.125 G_Rec: 0.328 D_GP: 0.038 D_real: 0.951 D_fake: 0.817 (epoch: 372, iters: 7438, time: 0.064) G_GAN: 0.622 G_GAN_Feat: 0.845 G_ID: 0.119 G_Rec: 0.372 D_GP: 0.032 D_real: 1.287 D_fake: 0.414 (epoch: 372, iters: 7838, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.805 G_ID: 0.102 G_Rec: 0.357 D_GP: 0.051 D_real: 1.086 D_fake: 0.642 (epoch: 372, iters: 8238, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 1.218 G_ID: 0.121 G_Rec: 0.444 D_GP: 0.053 D_real: 1.501 D_fake: 0.799 (epoch: 372, iters: 8638, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.721 G_ID: 0.100 G_Rec: 0.309 D_GP: 0.035 D_real: 1.013 D_fake: 0.840 (epoch: 373, iters: 430, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 1.126 G_ID: 0.128 G_Rec: 0.490 D_GP: 0.144 D_real: 0.415 D_fake: 0.713 (epoch: 373, iters: 830, time: 0.064) G_GAN: 0.520 G_GAN_Feat: 0.723 G_ID: 0.101 G_Rec: 0.305 D_GP: 0.035 D_real: 1.402 D_fake: 0.488 (epoch: 373, iters: 1230, time: 0.064) G_GAN: 0.732 G_GAN_Feat: 1.019 G_ID: 0.113 G_Rec: 0.409 D_GP: 0.061 D_real: 1.046 D_fake: 0.286 (epoch: 373, iters: 1630, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.915 G_ID: 0.110 G_Rec: 0.336 D_GP: 0.117 D_real: 0.319 D_fake: 0.805 (epoch: 373, iters: 2030, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 1.053 G_ID: 0.138 G_Rec: 0.477 D_GP: 0.062 D_real: 0.581 D_fake: 0.667 (epoch: 373, iters: 2430, time: 0.064) G_GAN: 0.199 G_GAN_Feat: 0.752 G_ID: 0.103 G_Rec: 0.307 D_GP: 0.029 D_real: 1.061 D_fake: 0.801 (epoch: 373, iters: 2830, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 1.005 G_ID: 0.123 G_Rec: 0.503 D_GP: 0.039 D_real: 0.821 D_fake: 0.835 (epoch: 373, iters: 3230, time: 0.064) G_GAN: 0.204 G_GAN_Feat: 0.686 G_ID: 0.099 G_Rec: 0.300 D_GP: 0.032 D_real: 1.114 D_fake: 0.796 (epoch: 373, iters: 3630, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.902 G_ID: 0.113 G_Rec: 0.382 D_GP: 0.035 D_real: 0.956 D_fake: 0.703 (epoch: 373, iters: 4030, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.814 G_ID: 0.105 G_Rec: 0.323 D_GP: 0.062 D_real: 0.898 D_fake: 0.874 (epoch: 373, iters: 4430, time: 0.064) G_GAN: 0.444 G_GAN_Feat: 1.233 G_ID: 0.123 G_Rec: 0.471 D_GP: 0.054 D_real: 0.320 D_fake: 0.560 (epoch: 373, iters: 4830, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.649 G_ID: 0.107 G_Rec: 0.312 D_GP: 0.029 D_real: 1.108 D_fake: 0.850 (epoch: 373, iters: 5230, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.874 G_ID: 0.137 G_Rec: 0.404 D_GP: 0.032 D_real: 0.981 D_fake: 0.738 (epoch: 373, iters: 5630, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.609 G_ID: 0.100 G_Rec: 0.276 D_GP: 0.029 D_real: 1.197 D_fake: 0.704 (epoch: 373, iters: 6030, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.918 G_ID: 0.120 G_Rec: 0.446 D_GP: 0.035 D_real: 1.105 D_fake: 0.571 (epoch: 373, iters: 6430, time: 0.064) G_GAN: -0.168 G_GAN_Feat: 0.629 G_ID: 0.102 G_Rec: 0.272 D_GP: 0.033 D_real: 0.731 D_fake: 1.168 (epoch: 373, iters: 6830, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 0.814 G_ID: 0.106 G_Rec: 0.379 D_GP: 0.033 D_real: 1.166 D_fake: 0.576 (epoch: 373, iters: 7230, time: 0.064) G_GAN: -0.168 G_GAN_Feat: 0.755 G_ID: 0.131 G_Rec: 0.329 D_GP: 0.065 D_real: 0.546 D_fake: 1.168 (epoch: 373, iters: 7630, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.901 G_ID: 0.118 G_Rec: 0.406 D_GP: 0.048 D_real: 0.821 D_fake: 0.701 (epoch: 373, iters: 8030, time: 0.064) G_GAN: 0.133 G_GAN_Feat: 0.771 G_ID: 0.107 G_Rec: 0.306 D_GP: 0.032 D_real: 0.885 D_fake: 0.867 (epoch: 373, iters: 8430, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.984 G_ID: 0.123 G_Rec: 0.439 D_GP: 0.062 D_real: 1.066 D_fake: 0.491 (epoch: 374, iters: 222, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.740 G_ID: 0.111 G_Rec: 0.320 D_GP: 0.043 D_real: 1.077 D_fake: 0.714 (epoch: 374, iters: 622, time: 0.064) G_GAN: 0.744 G_GAN_Feat: 1.133 G_ID: 0.117 G_Rec: 0.498 D_GP: 0.737 D_real: 0.619 D_fake: 0.330 (epoch: 374, iters: 1022, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.687 G_ID: 0.108 G_Rec: 0.291 D_GP: 0.030 D_real: 1.099 D_fake: 0.771 (epoch: 374, iters: 1422, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 1.022 G_ID: 0.131 G_Rec: 0.402 D_GP: 0.084 D_real: 0.360 D_fake: 0.782 (epoch: 374, iters: 1822, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.789 G_ID: 0.101 G_Rec: 0.302 D_GP: 0.044 D_real: 0.885 D_fake: 0.786 (epoch: 374, iters: 2222, time: 0.064) G_GAN: 0.620 G_GAN_Feat: 0.970 G_ID: 0.124 G_Rec: 0.402 D_GP: 0.053 D_real: 1.145 D_fake: 0.412 (epoch: 374, iters: 2622, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.860 G_ID: 0.103 G_Rec: 0.351 D_GP: 0.040 D_real: 0.906 D_fake: 0.826 (epoch: 374, iters: 3022, time: 0.063) G_GAN: 0.945 G_GAN_Feat: 1.029 G_ID: 0.117 G_Rec: 0.449 D_GP: 0.048 D_real: 1.238 D_fake: 0.163 (epoch: 374, iters: 3422, time: 0.063) G_GAN: -0.120 G_GAN_Feat: 0.982 G_ID: 0.096 G_Rec: 0.351 D_GP: 0.244 D_real: 0.289 D_fake: 1.120 (epoch: 374, iters: 3822, time: 0.063) G_GAN: 0.394 G_GAN_Feat: 0.964 G_ID: 0.136 G_Rec: 0.417 D_GP: 0.034 D_real: 0.888 D_fake: 0.620 (epoch: 374, iters: 4222, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.796 G_ID: 0.107 G_Rec: 0.331 D_GP: 0.030 D_real: 1.087 D_fake: 0.643 (epoch: 374, iters: 4622, time: 0.063) G_GAN: 0.762 G_GAN_Feat: 1.119 G_ID: 0.118 G_Rec: 0.426 D_GP: 0.078 D_real: 0.706 D_fake: 0.384 (epoch: 374, iters: 5022, time: 0.063) G_GAN: -0.127 G_GAN_Feat: 0.835 G_ID: 0.096 G_Rec: 0.288 D_GP: 0.037 D_real: 0.579 D_fake: 1.127 (epoch: 374, iters: 5422, time: 0.063) G_GAN: 0.432 G_GAN_Feat: 1.009 G_ID: 0.124 G_Rec: 0.458 D_GP: 0.037 D_real: 1.002 D_fake: 0.571 (epoch: 374, iters: 5822, time: 0.064) G_GAN: -0.164 G_GAN_Feat: 0.827 G_ID: 0.105 G_Rec: 0.333 D_GP: 0.068 D_real: 0.406 D_fake: 1.164 (epoch: 374, iters: 6222, time: 0.063) G_GAN: 0.672 G_GAN_Feat: 1.031 G_ID: 0.137 G_Rec: 0.454 D_GP: 0.051 D_real: 0.930 D_fake: 0.346 (epoch: 374, iters: 6622, time: 0.063) G_GAN: 0.926 G_GAN_Feat: 1.004 G_ID: 0.110 G_Rec: 0.358 D_GP: 0.071 D_real: 1.320 D_fake: 0.332 (epoch: 374, iters: 7022, time: 0.063) G_GAN: 0.550 G_GAN_Feat: 0.982 G_ID: 0.123 G_Rec: 0.463 D_GP: 0.030 D_real: 1.274 D_fake: 0.472 (epoch: 374, iters: 7422, time: 0.063) G_GAN: -0.049 G_GAN_Feat: 0.708 G_ID: 0.110 G_Rec: 0.305 D_GP: 0.028 D_real: 0.876 D_fake: 1.049 (epoch: 374, iters: 7822, time: 0.063) G_GAN: 0.423 G_GAN_Feat: 0.901 G_ID: 0.125 G_Rec: 0.455 D_GP: 0.040 D_real: 1.187 D_fake: 0.593 (epoch: 374, iters: 8222, time: 0.063) G_GAN: 0.021 G_GAN_Feat: 0.693 G_ID: 0.096 G_Rec: 0.305 D_GP: 0.035 D_real: 0.837 D_fake: 0.979 (epoch: 374, iters: 8622, time: 0.064) G_GAN: -0.011 G_GAN_Feat: 0.821 G_ID: 0.132 G_Rec: 0.401 D_GP: 0.027 D_real: 0.896 D_fake: 1.011 (epoch: 375, iters: 414, time: 0.063) G_GAN: 0.324 G_GAN_Feat: 0.692 G_ID: 0.093 G_Rec: 0.307 D_GP: 0.026 D_real: 1.257 D_fake: 0.678 (epoch: 375, iters: 814, time: 0.063) G_GAN: 0.409 G_GAN_Feat: 0.871 G_ID: 0.122 G_Rec: 0.392 D_GP: 0.036 D_real: 1.105 D_fake: 0.596 (epoch: 375, iters: 1214, time: 0.063) G_GAN: 0.249 G_GAN_Feat: 0.723 G_ID: 0.094 G_Rec: 0.304 D_GP: 0.041 D_real: 1.083 D_fake: 0.751 (epoch: 375, iters: 1614, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.942 G_ID: 0.112 G_Rec: 0.459 D_GP: 0.051 D_real: 1.066 D_fake: 0.567 (epoch: 375, iters: 2014, time: 0.063) G_GAN: -0.091 G_GAN_Feat: 0.792 G_ID: 0.109 G_Rec: 0.331 D_GP: 0.046 D_real: 0.641 D_fake: 1.091 (epoch: 375, iters: 2414, time: 0.063) G_GAN: 0.191 G_GAN_Feat: 1.021 G_ID: 0.124 G_Rec: 0.498 D_GP: 0.050 D_real: 0.795 D_fake: 0.810 (epoch: 375, iters: 2814, time: 0.063) G_GAN: 0.139 G_GAN_Feat: 0.816 G_ID: 0.107 G_Rec: 0.336 D_GP: 0.076 D_real: 0.667 D_fake: 0.861 (epoch: 375, iters: 3214, time: 0.064) G_GAN: 0.488 G_GAN_Feat: 0.995 G_ID: 0.130 G_Rec: 0.424 D_GP: 0.056 D_real: 0.948 D_fake: 0.518 (epoch: 375, iters: 3614, time: 0.063) G_GAN: 0.475 G_GAN_Feat: 0.909 G_ID: 0.109 G_Rec: 0.340 D_GP: 0.180 D_real: 0.776 D_fake: 0.570 (epoch: 375, iters: 4014, time: 0.063) G_GAN: 0.971 G_GAN_Feat: 1.253 G_ID: 0.115 G_Rec: 0.500 D_GP: 0.036 D_real: 1.680 D_fake: 0.171 (epoch: 375, iters: 4414, time: 0.063) G_GAN: 0.145 G_GAN_Feat: 0.807 G_ID: 0.111 G_Rec: 0.348 D_GP: 0.056 D_real: 0.945 D_fake: 0.856 (epoch: 375, iters: 4814, time: 0.064) G_GAN: 0.697 G_GAN_Feat: 0.999 G_ID: 0.105 G_Rec: 0.434 D_GP: 0.080 D_real: 1.050 D_fake: 0.343 (epoch: 375, iters: 5214, time: 0.063) G_GAN: 0.282 G_GAN_Feat: 0.814 G_ID: 0.102 G_Rec: 0.308 D_GP: 0.057 D_real: 0.991 D_fake: 0.752 (epoch: 375, iters: 5614, time: 0.063) G_GAN: 0.684 G_GAN_Feat: 1.123 G_ID: 0.131 G_Rec: 0.425 D_GP: 0.052 D_real: 0.537 D_fake: 0.348 (epoch: 375, iters: 6014, time: 0.063) G_GAN: 0.226 G_GAN_Feat: 0.936 G_ID: 0.100 G_Rec: 0.326 D_GP: 0.167 D_real: 0.544 D_fake: 0.774 (epoch: 375, iters: 6414, time: 0.064) G_GAN: 0.788 G_GAN_Feat: 1.075 G_ID: 0.128 G_Rec: 0.433 D_GP: 0.056 D_real: 0.720 D_fake: 0.253 (epoch: 375, iters: 6814, time: 0.063) G_GAN: 0.492 G_GAN_Feat: 0.934 G_ID: 0.102 G_Rec: 0.360 D_GP: 0.055 D_real: 0.893 D_fake: 0.527 (epoch: 375, iters: 7214, time: 0.063) G_GAN: 0.422 G_GAN_Feat: 0.842 G_ID: 0.124 G_Rec: 0.404 D_GP: 0.034 D_real: 1.109 D_fake: 0.582 (epoch: 375, iters: 7614, time: 0.063) G_GAN: 0.142 G_GAN_Feat: 0.662 G_ID: 0.101 G_Rec: 0.285 D_GP: 0.032 D_real: 1.007 D_fake: 0.858 (epoch: 375, iters: 8014, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 1.007 G_ID: 0.127 G_Rec: 0.471 D_GP: 0.048 D_real: 0.739 D_fake: 0.679 (epoch: 375, iters: 8414, time: 0.063) G_GAN: 0.096 G_GAN_Feat: 0.854 G_ID: 0.111 G_Rec: 0.384 D_GP: 0.086 D_real: 0.783 D_fake: 0.905 (epoch: 376, iters: 206, time: 0.063) G_GAN: 0.524 G_GAN_Feat: 0.903 G_ID: 0.120 G_Rec: 0.429 D_GP: 0.031 D_real: 1.184 D_fake: 0.482 (epoch: 376, iters: 606, time: 0.063) G_GAN: 0.147 G_GAN_Feat: 0.882 G_ID: 0.107 G_Rec: 0.360 D_GP: 0.347 D_real: 0.499 D_fake: 0.868 (epoch: 376, iters: 1006, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.964 G_ID: 0.125 G_Rec: 0.435 D_GP: 0.058 D_real: 0.949 D_fake: 0.581 (epoch: 376, iters: 1406, time: 0.063) G_GAN: 0.299 G_GAN_Feat: 0.852 G_ID: 0.102 G_Rec: 0.361 D_GP: 0.097 D_real: 0.882 D_fake: 0.707 (epoch: 376, iters: 1806, time: 0.063) G_GAN: 0.505 G_GAN_Feat: 1.016 G_ID: 0.176 G_Rec: 0.493 D_GP: 0.051 D_real: 1.059 D_fake: 0.498 (epoch: 376, iters: 2206, time: 0.063) G_GAN: 0.355 G_GAN_Feat: 0.734 G_ID: 0.095 G_Rec: 0.314 D_GP: 0.033 D_real: 1.184 D_fake: 0.649 (epoch: 376, iters: 2606, time: 0.064) G_GAN: 0.640 G_GAN_Feat: 1.011 G_ID: 0.121 G_Rec: 0.437 D_GP: 0.039 D_real: 1.019 D_fake: 0.393 (epoch: 376, iters: 3006, time: 0.064) G_GAN: 0.644 G_GAN_Feat: 0.768 G_ID: 0.097 G_Rec: 0.332 D_GP: 0.036 D_real: 1.551 D_fake: 0.370 (epoch: 376, iters: 3406, time: 0.064) G_GAN: 0.758 G_GAN_Feat: 0.934 G_ID: 0.108 G_Rec: 0.391 D_GP: 0.039 D_real: 1.409 D_fake: 0.277 (epoch: 376, iters: 3806, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.741 G_ID: 0.116 G_Rec: 0.272 D_GP: 0.038 D_real: 1.223 D_fake: 0.607 (epoch: 376, iters: 4206, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 1.187 G_ID: 0.134 G_Rec: 0.424 D_GP: 0.035 D_real: 1.157 D_fake: 0.710 (epoch: 376, iters: 4606, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.617 G_ID: 0.108 G_Rec: 0.271 D_GP: 0.028 D_real: 1.108 D_fake: 0.913 (epoch: 376, iters: 5006, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.827 G_ID: 0.114 G_Rec: 0.462 D_GP: 0.030 D_real: 1.082 D_fake: 0.651 (epoch: 376, iters: 5406, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.678 G_ID: 0.097 G_Rec: 0.314 D_GP: 0.038 D_real: 1.061 D_fake: 0.820 (epoch: 376, iters: 5806, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.969 G_ID: 0.121 G_Rec: 0.482 D_GP: 0.055 D_real: 0.796 D_fake: 0.715 (epoch: 376, iters: 6206, time: 0.064) G_GAN: 0.116 G_GAN_Feat: 0.816 G_ID: 0.108 G_Rec: 0.360 D_GP: 0.114 D_real: 0.726 D_fake: 0.885 (epoch: 376, iters: 6606, time: 0.064) G_GAN: 0.562 G_GAN_Feat: 0.985 G_ID: 0.120 G_Rec: 0.416 D_GP: 0.034 D_real: 1.028 D_fake: 0.453 (epoch: 376, iters: 7006, time: 0.064) G_GAN: 0.326 G_GAN_Feat: 0.686 G_ID: 0.086 G_Rec: 0.296 D_GP: 0.035 D_real: 1.220 D_fake: 0.674 (epoch: 376, iters: 7406, time: 0.064) G_GAN: 0.472 G_GAN_Feat: 0.991 G_ID: 0.120 G_Rec: 0.453 D_GP: 0.063 D_real: 0.844 D_fake: 0.534 (epoch: 376, iters: 7806, time: 0.064) G_GAN: 0.219 G_GAN_Feat: 0.782 G_ID: 0.103 G_Rec: 0.313 D_GP: 0.043 D_real: 0.961 D_fake: 0.781 (epoch: 376, iters: 8206, time: 0.064) G_GAN: 0.507 G_GAN_Feat: 0.937 G_ID: 0.128 G_Rec: 0.410 D_GP: 0.035 D_real: 1.150 D_fake: 0.498 (epoch: 376, iters: 8606, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.761 G_ID: 0.087 G_Rec: 0.315 D_GP: 0.033 D_real: 1.050 D_fake: 0.833 (epoch: 377, iters: 398, time: 0.064) G_GAN: 0.580 G_GAN_Feat: 1.013 G_ID: 0.119 G_Rec: 0.452 D_GP: 0.036 D_real: 1.035 D_fake: 0.431 (epoch: 377, iters: 798, time: 0.063) G_GAN: -0.068 G_GAN_Feat: 0.941 G_ID: 0.113 G_Rec: 0.337 D_GP: 0.578 D_real: 0.206 D_fake: 1.079 (epoch: 377, iters: 1198, time: 0.063) G_GAN: 0.450 G_GAN_Feat: 1.001 G_ID: 0.109 G_Rec: 0.428 D_GP: 0.049 D_real: 0.853 D_fake: 0.561 (epoch: 377, iters: 1598, time: 0.063) G_GAN: 0.109 G_GAN_Feat: 0.707 G_ID: 0.119 G_Rec: 0.361 D_GP: 0.029 D_real: 0.924 D_fake: 0.891 (epoch: 377, iters: 1998, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 1.086 G_ID: 0.120 G_Rec: 0.450 D_GP: 0.042 D_real: 0.861 D_fake: 0.493 (epoch: 377, iters: 2398, time: 0.063) G_GAN: 0.332 G_GAN_Feat: 1.021 G_ID: 0.093 G_Rec: 0.349 D_GP: 0.107 D_real: 0.479 D_fake: 0.677 (epoch: 377, iters: 2798, time: 0.063) G_GAN: 0.529 G_GAN_Feat: 0.967 G_ID: 0.133 G_Rec: 0.441 D_GP: 0.034 D_real: 1.093 D_fake: 0.488 (epoch: 377, iters: 3198, time: 0.063) G_GAN: 0.109 G_GAN_Feat: 0.697 G_ID: 0.122 G_Rec: 0.313 D_GP: 0.038 D_real: 0.996 D_fake: 0.891 (epoch: 377, iters: 3598, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.931 G_ID: 0.111 G_Rec: 0.429 D_GP: 0.033 D_real: 0.976 D_fake: 0.665 (epoch: 377, iters: 3998, time: 0.063) G_GAN: 0.143 G_GAN_Feat: 0.666 G_ID: 0.102 G_Rec: 0.288 D_GP: 0.042 D_real: 0.971 D_fake: 0.857 (epoch: 377, iters: 4398, time: 0.063) G_GAN: 0.231 G_GAN_Feat: 0.977 G_ID: 0.142 G_Rec: 0.457 D_GP: 0.040 D_real: 1.041 D_fake: 0.776 (epoch: 377, iters: 4798, time: 0.063) G_GAN: 0.159 G_GAN_Feat: 0.723 G_ID: 0.090 G_Rec: 0.305 D_GP: 0.031 D_real: 1.039 D_fake: 0.841 (epoch: 377, iters: 5198, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.953 G_ID: 0.130 G_Rec: 0.425 D_GP: 0.063 D_real: 0.880 D_fake: 0.592 (epoch: 377, iters: 5598, time: 0.063) G_GAN: 0.118 G_GAN_Feat: 0.852 G_ID: 0.107 G_Rec: 0.325 D_GP: 0.059 D_real: 0.560 D_fake: 0.882 (epoch: 377, iters: 5998, time: 0.063) G_GAN: 0.316 G_GAN_Feat: 1.014 G_ID: 0.109 G_Rec: 0.480 D_GP: 0.047 D_real: 0.888 D_fake: 0.685 (epoch: 377, iters: 6398, time: 0.063) G_GAN: 0.209 G_GAN_Feat: 0.857 G_ID: 0.103 G_Rec: 0.330 D_GP: 0.037 D_real: 1.006 D_fake: 0.791 (epoch: 377, iters: 6798, time: 0.064) G_GAN: 0.996 G_GAN_Feat: 1.008 G_ID: 0.120 G_Rec: 0.434 D_GP: 0.035 D_real: 1.554 D_fake: 0.115 (epoch: 377, iters: 7198, time: 0.063) G_GAN: 0.458 G_GAN_Feat: 0.798 G_ID: 0.096 G_Rec: 0.319 D_GP: 0.055 D_real: 1.445 D_fake: 0.544 (epoch: 377, iters: 7598, time: 0.063) G_GAN: 0.283 G_GAN_Feat: 0.995 G_ID: 0.148 G_Rec: 0.442 D_GP: 0.033 D_real: 0.901 D_fake: 0.719 (epoch: 377, iters: 7998, time: 0.063) G_GAN: -0.124 G_GAN_Feat: 0.867 G_ID: 0.107 G_Rec: 0.321 D_GP: 0.048 D_real: 0.538 D_fake: 1.124 (epoch: 377, iters: 8398, time: 0.064) G_GAN: 0.679 G_GAN_Feat: 1.026 G_ID: 0.119 G_Rec: 0.440 D_GP: 0.052 D_real: 1.110 D_fake: 0.354 (epoch: 378, iters: 190, time: 0.063) G_GAN: 0.271 G_GAN_Feat: 0.804 G_ID: 0.114 G_Rec: 0.310 D_GP: 0.041 D_real: 1.022 D_fake: 0.731 (epoch: 378, iters: 590, time: 0.063) G_GAN: 0.509 G_GAN_Feat: 0.922 G_ID: 0.115 G_Rec: 0.456 D_GP: 0.026 D_real: 1.230 D_fake: 0.497 (epoch: 378, iters: 990, time: 0.063) G_GAN: 0.104 G_GAN_Feat: 0.793 G_ID: 0.107 G_Rec: 0.335 D_GP: 0.042 D_real: 0.755 D_fake: 0.896 (epoch: 378, iters: 1390, time: 0.064) G_GAN: 0.678 G_GAN_Feat: 1.002 G_ID: 0.126 G_Rec: 0.440 D_GP: 0.036 D_real: 0.979 D_fake: 0.346 (epoch: 378, iters: 1790, time: 0.063) G_GAN: 0.418 G_GAN_Feat: 1.007 G_ID: 0.114 G_Rec: 0.356 D_GP: 0.416 D_real: 0.314 D_fake: 0.712 (epoch: 378, iters: 2190, time: 0.063) G_GAN: 0.416 G_GAN_Feat: 0.858 G_ID: 0.130 G_Rec: 0.392 D_GP: 0.036 D_real: 1.179 D_fake: 0.589 (epoch: 378, iters: 2590, time: 0.063) G_GAN: 0.108 G_GAN_Feat: 0.692 G_ID: 0.102 G_Rec: 0.293 D_GP: 0.028 D_real: 1.064 D_fake: 0.893 (epoch: 378, iters: 2990, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 1.003 G_ID: 0.135 G_Rec: 0.453 D_GP: 0.040 D_real: 0.892 D_fake: 0.764 (epoch: 378, iters: 3390, time: 0.063) G_GAN: 0.133 G_GAN_Feat: 0.701 G_ID: 0.105 G_Rec: 0.296 D_GP: 0.040 D_real: 1.023 D_fake: 0.870 (epoch: 378, iters: 3790, time: 0.063) G_GAN: 0.125 G_GAN_Feat: 1.040 G_ID: 0.135 G_Rec: 0.462 D_GP: 0.071 D_real: 0.438 D_fake: 0.875 (epoch: 378, iters: 4190, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.756 G_ID: 0.110 G_Rec: 0.333 D_GP: 0.034 D_real: 0.988 D_fake: 0.847 (epoch: 378, iters: 4590, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 0.985 G_ID: 0.122 G_Rec: 0.484 D_GP: 0.042 D_real: 1.262 D_fake: 0.509 (epoch: 378, iters: 4990, time: 0.063) G_GAN: 0.042 G_GAN_Feat: 0.886 G_ID: 0.110 G_Rec: 0.335 D_GP: 0.052 D_real: 0.405 D_fake: 0.958 (epoch: 378, iters: 5390, time: 0.063) G_GAN: 0.713 G_GAN_Feat: 0.999 G_ID: 0.124 G_Rec: 0.424 D_GP: 0.037 D_real: 1.180 D_fake: 0.309 (epoch: 378, iters: 5790, time: 0.063) G_GAN: 0.237 G_GAN_Feat: 0.836 G_ID: 0.100 G_Rec: 0.341 D_GP: 0.034 D_real: 1.046 D_fake: 0.769 (epoch: 378, iters: 6190, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.900 G_ID: 0.129 G_Rec: 0.423 D_GP: 0.028 D_real: 1.110 D_fake: 0.669 (epoch: 378, iters: 6590, time: 0.063) G_GAN: 0.119 G_GAN_Feat: 0.726 G_ID: 0.100 G_Rec: 0.293 D_GP: 0.031 D_real: 0.944 D_fake: 0.881 (epoch: 378, iters: 6990, time: 0.063) G_GAN: 0.388 G_GAN_Feat: 1.031 G_ID: 0.140 G_Rec: 0.496 D_GP: 0.095 D_real: 0.838 D_fake: 0.624 (epoch: 378, iters: 7390, time: 0.063) G_GAN: 0.069 G_GAN_Feat: 0.747 G_ID: 0.098 G_Rec: 0.308 D_GP: 0.040 D_real: 0.933 D_fake: 0.932 (epoch: 378, iters: 7790, time: 0.064) G_GAN: 0.494 G_GAN_Feat: 0.926 G_ID: 0.121 G_Rec: 0.415 D_GP: 0.038 D_real: 1.042 D_fake: 0.527 (epoch: 378, iters: 8190, time: 0.063) G_GAN: -0.035 G_GAN_Feat: 0.767 G_ID: 0.095 G_Rec: 0.326 D_GP: 0.047 D_real: 0.728 D_fake: 1.035 (epoch: 378, iters: 8590, time: 0.063) G_GAN: 0.530 G_GAN_Feat: 1.029 G_ID: 0.121 G_Rec: 0.456 D_GP: 0.045 D_real: 0.833 D_fake: 0.489 (epoch: 379, iters: 382, time: 0.063) G_GAN: 0.220 G_GAN_Feat: 0.673 G_ID: 0.105 G_Rec: 0.269 D_GP: 0.034 D_real: 1.092 D_fake: 0.780 (epoch: 379, iters: 782, time: 0.064) G_GAN: 0.665 G_GAN_Feat: 0.956 G_ID: 0.112 G_Rec: 0.494 D_GP: 0.037 D_real: 1.285 D_fake: 0.352 (epoch: 379, iters: 1182, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 0.869 G_ID: 0.079 G_Rec: 0.308 D_GP: 0.124 D_real: 0.730 D_fake: 0.526 (epoch: 379, iters: 1582, time: 0.063) G_GAN: 0.491 G_GAN_Feat: 1.218 G_ID: 0.138 G_Rec: 0.557 D_GP: 0.043 D_real: 0.987 D_fake: 0.541 (epoch: 379, iters: 1982, time: 0.063) G_GAN: -0.050 G_GAN_Feat: 0.709 G_ID: 0.110 G_Rec: 0.305 D_GP: 0.030 D_real: 0.824 D_fake: 1.050 (epoch: 379, iters: 2382, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 1.035 G_ID: 0.140 G_Rec: 0.467 D_GP: 0.120 D_real: 0.530 D_fake: 0.548 (epoch: 379, iters: 2782, time: 0.063) G_GAN: 0.432 G_GAN_Feat: 0.827 G_ID: 0.089 G_Rec: 0.315 D_GP: 0.059 D_real: 0.933 D_fake: 0.573 (epoch: 379, iters: 3182, time: 0.063) G_GAN: 0.682 G_GAN_Feat: 0.995 G_ID: 0.132 G_Rec: 0.414 D_GP: 0.047 D_real: 1.255 D_fake: 0.343 (epoch: 379, iters: 3582, time: 0.063) G_GAN: 0.102 G_GAN_Feat: 0.805 G_ID: 0.109 G_Rec: 0.329 D_GP: 0.062 D_real: 0.748 D_fake: 0.898 (epoch: 379, iters: 3982, time: 0.063) G_GAN: 1.118 G_GAN_Feat: 0.951 G_ID: 0.158 G_Rec: 0.421 D_GP: 0.035 D_real: 1.666 D_fake: 0.106 (epoch: 379, iters: 4382, time: 0.063) G_GAN: 0.336 G_GAN_Feat: 0.734 G_ID: 0.100 G_Rec: 0.292 D_GP: 0.035 D_real: 1.114 D_fake: 0.667 (epoch: 379, iters: 4782, time: 0.063) G_GAN: 0.678 G_GAN_Feat: 1.050 G_ID: 0.124 G_Rec: 0.495 D_GP: 0.036 D_real: 1.211 D_fake: 0.367 (epoch: 379, iters: 5182, time: 0.064) G_GAN: 0.071 G_GAN_Feat: 0.879 G_ID: 0.106 G_Rec: 0.342 D_GP: 0.116 D_real: 0.667 D_fake: 0.929 (epoch: 379, iters: 5582, time: 0.063) G_GAN: 0.606 G_GAN_Feat: 1.127 G_ID: 0.114 G_Rec: 0.473 D_GP: 0.079 D_real: 0.714 D_fake: 0.409 (epoch: 379, iters: 5982, time: 0.063) G_GAN: -0.109 G_GAN_Feat: 0.785 G_ID: 0.128 G_Rec: 0.347 D_GP: 0.035 D_real: 0.797 D_fake: 1.109 (epoch: 379, iters: 6382, time: 0.063) G_GAN: 0.673 G_GAN_Feat: 0.990 G_ID: 0.106 G_Rec: 0.440 D_GP: 0.033 D_real: 1.273 D_fake: 0.359 (epoch: 379, iters: 6782, time: 0.064) G_GAN: 0.234 G_GAN_Feat: 0.791 G_ID: 0.109 G_Rec: 0.340 D_GP: 0.037 D_real: 0.899 D_fake: 0.767 (epoch: 379, iters: 7182, time: 0.063) G_GAN: 0.559 G_GAN_Feat: 0.873 G_ID: 0.128 G_Rec: 0.395 D_GP: 0.029 D_real: 1.240 D_fake: 0.456 (epoch: 379, iters: 7582, time: 0.063) G_GAN: 0.158 G_GAN_Feat: 0.806 G_ID: 0.125 G_Rec: 0.340 D_GP: 0.036 D_real: 0.762 D_fake: 0.843 (epoch: 379, iters: 7982, time: 0.063) G_GAN: 0.330 G_GAN_Feat: 0.906 G_ID: 0.123 G_Rec: 0.414 D_GP: 0.034 D_real: 1.036 D_fake: 0.673 (epoch: 379, iters: 8382, time: 0.064) G_GAN: -0.235 G_GAN_Feat: 0.697 G_ID: 0.100 G_Rec: 0.290 D_GP: 0.033 D_real: 0.648 D_fake: 1.235 (epoch: 380, iters: 174, time: 0.063) G_GAN: 0.348 G_GAN_Feat: 1.080 G_ID: 0.118 G_Rec: 0.491 D_GP: 0.050 D_real: 0.647 D_fake: 0.668 (epoch: 380, iters: 574, time: 0.063) G_GAN: 0.077 G_GAN_Feat: 0.714 G_ID: 0.098 G_Rec: 0.299 D_GP: 0.043 D_real: 0.873 D_fake: 0.923 (epoch: 380, iters: 974, time: 0.063) G_GAN: 0.488 G_GAN_Feat: 1.011 G_ID: 0.109 G_Rec: 0.450 D_GP: 0.037 D_real: 1.028 D_fake: 0.517 (epoch: 380, iters: 1374, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.790 G_ID: 0.098 G_Rec: 0.307 D_GP: 0.034 D_real: 1.179 D_fake: 0.662 (epoch: 380, iters: 1774, time: 0.063) G_GAN: 0.900 G_GAN_Feat: 1.237 G_ID: 0.123 G_Rec: 0.463 D_GP: 0.072 D_real: 1.352 D_fake: 0.254 (epoch: 380, iters: 2174, time: 0.063) G_GAN: 0.166 G_GAN_Feat: 0.740 G_ID: 0.113 G_Rec: 0.299 D_GP: 0.029 D_real: 1.000 D_fake: 0.835 (epoch: 380, iters: 2574, time: 0.063) G_GAN: 0.189 G_GAN_Feat: 1.083 G_ID: 0.128 G_Rec: 0.431 D_GP: 0.049 D_real: 0.467 D_fake: 0.811 (epoch: 380, iters: 2974, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.804 G_ID: 0.098 G_Rec: 0.312 D_GP: 0.034 D_real: 0.809 D_fake: 0.893 (epoch: 380, iters: 3374, time: 0.063) G_GAN: 0.732 G_GAN_Feat: 1.098 G_ID: 0.116 G_Rec: 0.452 D_GP: 0.054 D_real: 1.093 D_fake: 0.308 (epoch: 380, iters: 3774, time: 0.063) G_GAN: 0.307 G_GAN_Feat: 0.907 G_ID: 0.094 G_Rec: 0.311 D_GP: 0.057 D_real: 0.625 D_fake: 0.695 (epoch: 380, iters: 4174, time: 0.063) G_GAN: 0.562 G_GAN_Feat: 0.845 G_ID: 0.112 G_Rec: 0.401 D_GP: 0.032 D_real: 1.270 D_fake: 0.459 (epoch: 380, iters: 4574, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.729 G_ID: 0.092 G_Rec: 0.325 D_GP: 0.038 D_real: 1.182 D_fake: 0.669 (epoch: 380, iters: 4974, time: 0.063) G_GAN: 0.533 G_GAN_Feat: 0.948 G_ID: 0.127 G_Rec: 0.440 D_GP: 0.039 D_real: 1.158 D_fake: 0.497 (epoch: 380, iters: 5374, time: 0.063) G_GAN: 0.262 G_GAN_Feat: 0.797 G_ID: 0.105 G_Rec: 0.336 D_GP: 0.082 D_real: 0.832 D_fake: 0.743 (epoch: 380, iters: 5774, time: 0.063) G_GAN: 0.558 G_GAN_Feat: 0.912 G_ID: 0.116 G_Rec: 0.417 D_GP: 0.033 D_real: 1.073 D_fake: 0.450 (epoch: 380, iters: 6174, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.848 G_ID: 0.117 G_Rec: 0.323 D_GP: 0.046 D_real: 0.883 D_fake: 0.858 (epoch: 380, iters: 6574, time: 0.063) G_GAN: 0.431 G_GAN_Feat: 1.079 G_ID: 0.109 G_Rec: 0.453 D_GP: 0.044 D_real: 0.637 D_fake: 0.572 (epoch: 380, iters: 6974, time: 0.063) G_GAN: -0.222 G_GAN_Feat: 0.888 G_ID: 0.114 G_Rec: 0.352 D_GP: 0.051 D_real: 0.412 D_fake: 1.222 (epoch: 380, iters: 7374, time: 0.063) G_GAN: 0.697 G_GAN_Feat: 1.016 G_ID: 0.120 G_Rec: 0.476 D_GP: 0.035 D_real: 1.323 D_fake: 0.325 (epoch: 380, iters: 7774, time: 0.064) G_GAN: 0.181 G_GAN_Feat: 0.734 G_ID: 0.099 G_Rec: 0.318 D_GP: 0.041 D_real: 1.026 D_fake: 0.819 (epoch: 380, iters: 8174, time: 0.063) G_GAN: 0.499 G_GAN_Feat: 1.039 G_ID: 0.123 G_Rec: 0.477 D_GP: 0.062 D_real: 0.778 D_fake: 0.511 (epoch: 380, iters: 8574, time: 0.063) G_GAN: -0.057 G_GAN_Feat: 0.987 G_ID: 0.123 G_Rec: 0.349 D_GP: 0.219 D_real: 0.392 D_fake: 1.060 (epoch: 381, iters: 366, time: 0.063) G_GAN: 0.834 G_GAN_Feat: 1.283 G_ID: 0.130 G_Rec: 0.520 D_GP: 0.636 D_real: 0.404 D_fake: 0.315 (epoch: 381, iters: 766, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.849 G_ID: 0.127 G_Rec: 0.300 D_GP: 0.037 D_real: 0.891 D_fake: 0.764 (epoch: 381, iters: 1166, time: 0.063) G_GAN: 0.305 G_GAN_Feat: 0.927 G_ID: 0.120 G_Rec: 0.481 D_GP: 0.037 D_real: 1.025 D_fake: 0.699 (epoch: 381, iters: 1566, time: 0.063) G_GAN: 0.275 G_GAN_Feat: 0.756 G_ID: 0.103 G_Rec: 0.331 D_GP: 0.036 D_real: 1.124 D_fake: 0.725 (epoch: 381, iters: 1966, time: 0.063) G_GAN: 0.739 G_GAN_Feat: 0.943 G_ID: 0.122 G_Rec: 0.440 D_GP: 0.044 D_real: 1.320 D_fake: 0.386 (epoch: 381, iters: 2366, time: 0.064) G_GAN: -0.055 G_GAN_Feat: 0.799 G_ID: 0.109 G_Rec: 0.354 D_GP: 0.097 D_real: 0.610 D_fake: 1.056 (epoch: 381, iters: 2766, time: 0.063) G_GAN: 0.211 G_GAN_Feat: 0.932 G_ID: 0.121 G_Rec: 0.438 D_GP: 0.056 D_real: 0.735 D_fake: 0.790 (epoch: 381, iters: 3166, time: 0.063) G_GAN: 0.306 G_GAN_Feat: 0.739 G_ID: 0.106 G_Rec: 0.318 D_GP: 0.037 D_real: 1.220 D_fake: 0.696 (epoch: 381, iters: 3566, time: 0.063) G_GAN: 0.494 G_GAN_Feat: 1.105 G_ID: 0.117 G_Rec: 0.486 D_GP: 0.093 D_real: 0.469 D_fake: 0.507 (epoch: 381, iters: 3966, time: 0.064) G_GAN: 0.175 G_GAN_Feat: 0.909 G_ID: 0.107 G_Rec: 0.328 D_GP: 0.293 D_real: 0.483 D_fake: 0.838 (epoch: 381, iters: 4366, time: 0.063) G_GAN: 0.532 G_GAN_Feat: 1.052 G_ID: 0.130 G_Rec: 0.412 D_GP: 0.042 D_real: 0.846 D_fake: 0.477 (epoch: 381, iters: 4766, time: 0.063) G_GAN: 0.082 G_GAN_Feat: 0.791 G_ID: 0.121 G_Rec: 0.329 D_GP: 0.034 D_real: 0.911 D_fake: 0.919 (epoch: 381, iters: 5166, time: 0.063) G_GAN: 0.472 G_GAN_Feat: 1.171 G_ID: 0.138 G_Rec: 0.478 D_GP: 0.153 D_real: 0.294 D_fake: 0.536 (epoch: 381, iters: 5566, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.737 G_ID: 0.094 G_Rec: 0.312 D_GP: 0.036 D_real: 1.039 D_fake: 0.757 (epoch: 381, iters: 5966, time: 0.063) G_GAN: 0.540 G_GAN_Feat: 1.054 G_ID: 0.129 G_Rec: 0.432 D_GP: 0.132 D_real: 0.610 D_fake: 0.471 (epoch: 381, iters: 6366, time: 0.063) G_GAN: -0.027 G_GAN_Feat: 0.871 G_ID: 0.103 G_Rec: 0.319 D_GP: 0.036 D_real: 0.352 D_fake: 1.027 (epoch: 381, iters: 6766, time: 0.063) G_GAN: 0.611 G_GAN_Feat: 1.153 G_ID: 0.126 G_Rec: 0.501 D_GP: 0.375 D_real: 0.829 D_fake: 0.518 (epoch: 381, iters: 7166, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.836 G_ID: 0.119 G_Rec: 0.318 D_GP: 0.035 D_real: 0.982 D_fake: 0.637 (epoch: 381, iters: 7566, time: 0.063) G_GAN: 0.196 G_GAN_Feat: 0.985 G_ID: 0.128 G_Rec: 0.457 D_GP: 0.033 D_real: 0.862 D_fake: 0.804 (epoch: 381, iters: 7966, time: 0.063) G_GAN: 0.314 G_GAN_Feat: 0.958 G_ID: 0.095 G_Rec: 0.354 D_GP: 0.125 D_real: 0.595 D_fake: 0.691 (epoch: 381, iters: 8366, time: 0.063) G_GAN: 0.580 G_GAN_Feat: 0.867 G_ID: 0.112 G_Rec: 0.436 D_GP: 0.029 D_real: 1.406 D_fake: 0.429 (epoch: 382, iters: 158, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.707 G_ID: 0.093 G_Rec: 0.321 D_GP: 0.033 D_real: 1.192 D_fake: 0.763 (epoch: 382, iters: 558, time: 0.063) G_GAN: 0.439 G_GAN_Feat: 0.937 G_ID: 0.122 G_Rec: 0.447 D_GP: 0.031 D_real: 1.038 D_fake: 0.563 (epoch: 382, iters: 958, time: 0.063) G_GAN: -0.036 G_GAN_Feat: 0.679 G_ID: 0.090 G_Rec: 0.303 D_GP: 0.031 D_real: 0.880 D_fake: 1.036 (epoch: 382, iters: 1358, time: 0.063) G_GAN: 0.281 G_GAN_Feat: 0.899 G_ID: 0.144 G_Rec: 0.402 D_GP: 0.035 D_real: 0.967 D_fake: 0.719 (epoch: 382, iters: 1758, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.821 G_ID: 0.112 G_Rec: 0.349 D_GP: 0.029 D_real: 1.019 D_fake: 0.858 (epoch: 382, iters: 2158, time: 0.063) G_GAN: 0.208 G_GAN_Feat: 0.903 G_ID: 0.129 G_Rec: 0.423 D_GP: 0.047 D_real: 0.767 D_fake: 0.794 (epoch: 382, iters: 2558, time: 0.063) G_GAN: 0.063 G_GAN_Feat: 0.738 G_ID: 0.110 G_Rec: 0.306 D_GP: 0.033 D_real: 0.894 D_fake: 0.937 (epoch: 382, iters: 2958, time: 0.063) G_GAN: 0.350 G_GAN_Feat: 1.111 G_ID: 0.133 G_Rec: 0.444 D_GP: 0.104 D_real: 0.349 D_fake: 0.655 (epoch: 382, iters: 3358, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.693 G_ID: 0.130 G_Rec: 0.299 D_GP: 0.032 D_real: 0.960 D_fake: 0.910 (epoch: 382, iters: 3758, time: 0.063) G_GAN: 0.471 G_GAN_Feat: 1.006 G_ID: 0.112 G_Rec: 0.425 D_GP: 0.033 D_real: 1.011 D_fake: 0.530 (epoch: 382, iters: 4158, time: 0.063) G_GAN: 0.465 G_GAN_Feat: 0.686 G_ID: 0.094 G_Rec: 0.282 D_GP: 0.035 D_real: 1.435 D_fake: 0.543 (epoch: 382, iters: 4558, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 0.945 G_ID: 0.108 G_Rec: 0.411 D_GP: 0.030 D_real: 1.102 D_fake: 0.536 (epoch: 382, iters: 4958, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.886 G_ID: 0.126 G_Rec: 0.360 D_GP: 0.211 D_real: 0.679 D_fake: 0.747 (epoch: 382, iters: 5358, time: 0.063) G_GAN: 0.276 G_GAN_Feat: 0.998 G_ID: 0.123 G_Rec: 0.412 D_GP: 0.103 D_real: 0.624 D_fake: 0.724 (epoch: 382, iters: 5758, time: 0.063) G_GAN: 0.279 G_GAN_Feat: 0.759 G_ID: 0.102 G_Rec: 0.328 D_GP: 0.033 D_real: 1.151 D_fake: 0.722 (epoch: 382, iters: 6158, time: 0.063) G_GAN: 0.677 G_GAN_Feat: 1.040 G_ID: 0.114 G_Rec: 0.444 D_GP: 0.108 D_real: 1.105 D_fake: 0.374 (epoch: 382, iters: 6558, time: 0.064) G_GAN: 0.671 G_GAN_Feat: 0.819 G_ID: 0.101 G_Rec: 0.323 D_GP: 0.037 D_real: 1.556 D_fake: 0.409 (epoch: 382, iters: 6958, time: 0.063) G_GAN: 0.099 G_GAN_Feat: 1.060 G_ID: 0.121 G_Rec: 0.435 D_GP: 0.114 D_real: 0.348 D_fake: 0.901 (epoch: 382, iters: 7358, time: 0.063) G_GAN: 0.510 G_GAN_Feat: 0.928 G_ID: 0.095 G_Rec: 0.346 D_GP: 0.086 D_real: 0.633 D_fake: 0.497 (epoch: 382, iters: 7758, time: 0.063) G_GAN: 0.271 G_GAN_Feat: 0.993 G_ID: 0.131 G_Rec: 0.450 D_GP: 0.036 D_real: 0.900 D_fake: 0.730 (epoch: 382, iters: 8158, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 0.729 G_ID: 0.106 G_Rec: 0.281 D_GP: 0.034 D_real: 1.220 D_fake: 0.544 (epoch: 382, iters: 8558, time: 0.063) G_GAN: 0.811 G_GAN_Feat: 1.118 G_ID: 0.151 G_Rec: 0.459 D_GP: 0.160 D_real: 0.918 D_fake: 0.397 (epoch: 383, iters: 350, time: 0.063) G_GAN: -0.408 G_GAN_Feat: 0.774 G_ID: 0.118 G_Rec: 0.354 D_GP: 0.031 D_real: 0.676 D_fake: 1.408 (epoch: 383, iters: 750, time: 0.063) G_GAN: 0.278 G_GAN_Feat: 0.903 G_ID: 0.151 G_Rec: 0.418 D_GP: 0.034 D_real: 0.895 D_fake: 0.724 (epoch: 383, iters: 1150, time: 0.064) G_GAN: 0.079 G_GAN_Feat: 0.771 G_ID: 0.093 G_Rec: 0.339 D_GP: 0.035 D_real: 0.832 D_fake: 0.922 (epoch: 383, iters: 1550, time: 0.063) G_GAN: 0.210 G_GAN_Feat: 0.997 G_ID: 0.127 G_Rec: 0.409 D_GP: 0.051 D_real: 0.752 D_fake: 0.794 (epoch: 383, iters: 1950, time: 0.063) G_GAN: 0.321 G_GAN_Feat: 0.944 G_ID: 0.104 G_Rec: 0.317 D_GP: 0.396 D_real: 0.503 D_fake: 0.679 (epoch: 383, iters: 2350, time: 0.063) G_GAN: 0.672 G_GAN_Feat: 0.886 G_ID: 0.105 G_Rec: 0.372 D_GP: 0.029 D_real: 1.361 D_fake: 0.352 (epoch: 383, iters: 2750, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.858 G_ID: 0.091 G_Rec: 0.355 D_GP: 0.032 D_real: 0.881 D_fake: 0.721 (epoch: 383, iters: 3150, time: 0.063) G_GAN: 0.469 G_GAN_Feat: 0.974 G_ID: 0.140 G_Rec: 0.455 D_GP: 0.041 D_real: 1.018 D_fake: 0.539 (epoch: 383, iters: 3550, time: 0.063) G_GAN: 0.077 G_GAN_Feat: 0.757 G_ID: 0.106 G_Rec: 0.301 D_GP: 0.042 D_real: 0.791 D_fake: 0.923 (epoch: 383, iters: 3950, time: 0.063) G_GAN: 0.409 G_GAN_Feat: 1.034 G_ID: 0.133 G_Rec: 0.466 D_GP: 0.052 D_real: 0.830 D_fake: 0.598 (epoch: 383, iters: 4350, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.896 G_ID: 0.109 G_Rec: 0.298 D_GP: 0.067 D_real: 0.588 D_fake: 0.683 (epoch: 383, iters: 4750, time: 0.063) G_GAN: 0.298 G_GAN_Feat: 1.149 G_ID: 0.129 G_Rec: 0.422 D_GP: 0.042 D_real: 0.473 D_fake: 0.704 (epoch: 383, iters: 5150, time: 0.063) G_GAN: 0.314 G_GAN_Feat: 0.794 G_ID: 0.109 G_Rec: 0.315 D_GP: 0.033 D_real: 1.096 D_fake: 0.687 (epoch: 383, iters: 5550, time: 0.063) G_GAN: 0.314 G_GAN_Feat: 0.903 G_ID: 0.138 G_Rec: 0.423 D_GP: 0.030 D_real: 1.050 D_fake: 0.695 (epoch: 383, iters: 5950, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.833 G_ID: 0.088 G_Rec: 0.355 D_GP: 0.040 D_real: 0.871 D_fake: 0.875 (epoch: 383, iters: 6350, time: 0.063) G_GAN: 0.212 G_GAN_Feat: 1.000 G_ID: 0.133 G_Rec: 0.471 D_GP: 0.037 D_real: 0.728 D_fake: 0.788 (epoch: 383, iters: 6750, time: 0.063) G_GAN: 0.143 G_GAN_Feat: 0.722 G_ID: 0.096 G_Rec: 0.297 D_GP: 0.031 D_real: 1.047 D_fake: 0.857 (epoch: 383, iters: 7150, time: 0.063) G_GAN: 0.351 G_GAN_Feat: 1.014 G_ID: 0.120 G_Rec: 0.435 D_GP: 0.040 D_real: 0.851 D_fake: 0.652 (epoch: 383, iters: 7550, time: 0.064) G_GAN: -0.022 G_GAN_Feat: 0.791 G_ID: 0.103 G_Rec: 0.312 D_GP: 0.035 D_real: 0.904 D_fake: 1.022 (epoch: 383, iters: 7950, time: 0.063) G_GAN: 0.423 G_GAN_Feat: 1.052 G_ID: 0.126 G_Rec: 0.426 D_GP: 0.152 D_real: 0.500 D_fake: 0.582 (epoch: 383, iters: 8350, time: 0.064) G_GAN: 0.555 G_GAN_Feat: 0.932 G_ID: 0.116 G_Rec: 0.359 D_GP: 0.179 D_real: 0.663 D_fake: 0.507 (epoch: 384, iters: 142, time: 0.064) G_GAN: 0.610 G_GAN_Feat: 0.938 G_ID: 0.131 G_Rec: 0.421 D_GP: 0.030 D_real: 1.207 D_fake: 0.443 (epoch: 384, iters: 542, time: 0.064) G_GAN: 0.594 G_GAN_Feat: 1.078 G_ID: 0.100 G_Rec: 0.374 D_GP: 0.038 D_real: 1.363 D_fake: 0.510 (epoch: 384, iters: 942, time: 0.064) G_GAN: 0.763 G_GAN_Feat: 1.143 G_ID: 0.122 G_Rec: 0.455 D_GP: 0.082 D_real: 0.677 D_fake: 0.275 (epoch: 384, iters: 1342, time: 0.064) G_GAN: -0.047 G_GAN_Feat: 0.845 G_ID: 0.119 G_Rec: 0.349 D_GP: 0.036 D_real: 0.728 D_fake: 1.047 (epoch: 384, iters: 1742, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.950 G_ID: 0.121 G_Rec: 0.420 D_GP: 0.044 D_real: 0.939 D_fake: 0.590 (epoch: 384, iters: 2142, time: 0.063) G_GAN: 0.195 G_GAN_Feat: 0.758 G_ID: 0.101 G_Rec: 0.291 D_GP: 0.045 D_real: 0.941 D_fake: 0.807 (epoch: 384, iters: 2542, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 1.161 G_ID: 0.130 G_Rec: 0.464 D_GP: 0.325 D_real: 0.152 D_fake: 0.642 (epoch: 384, iters: 2942, time: 0.063) G_GAN: 0.583 G_GAN_Feat: 1.005 G_ID: 0.113 G_Rec: 0.365 D_GP: 0.286 D_real: 0.439 D_fake: 0.560 (epoch: 384, iters: 3342, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 1.238 G_ID: 0.119 G_Rec: 0.465 D_GP: 0.045 D_real: 0.323 D_fake: 0.705 (epoch: 384, iters: 3742, time: 0.063) G_GAN: 0.094 G_GAN_Feat: 0.891 G_ID: 0.109 G_Rec: 0.349 D_GP: 0.039 D_real: 0.695 D_fake: 0.907 (epoch: 384, iters: 4142, time: 0.063) G_GAN: 0.508 G_GAN_Feat: 1.031 G_ID: 0.129 G_Rec: 0.491 D_GP: 0.031 D_real: 1.070 D_fake: 0.494 (epoch: 384, iters: 4542, time: 0.063) G_GAN: 0.715 G_GAN_Feat: 1.099 G_ID: 0.114 G_Rec: 0.406 D_GP: 0.136 D_real: 0.492 D_fake: 0.441 (epoch: 384, iters: 4942, time: 0.064) G_GAN: 0.842 G_GAN_Feat: 1.189 G_ID: 0.120 G_Rec: 0.469 D_GP: 0.047 D_real: 1.175 D_fake: 0.232 (epoch: 384, iters: 5342, time: 0.063) G_GAN: 0.300 G_GAN_Feat: 1.004 G_ID: 0.111 G_Rec: 0.365 D_GP: 0.094 D_real: 0.881 D_fake: 0.707 (epoch: 384, iters: 5742, time: 0.063) G_GAN: 0.393 G_GAN_Feat: 1.075 G_ID: 0.137 G_Rec: 0.479 D_GP: 0.050 D_real: 0.727 D_fake: 0.608 (epoch: 384, iters: 6142, time: 0.064) G_GAN: 0.218 G_GAN_Feat: 1.001 G_ID: 0.096 G_Rec: 0.408 D_GP: 0.270 D_real: 0.387 D_fake: 0.786 (epoch: 384, iters: 6542, time: 0.064) G_GAN: 0.865 G_GAN_Feat: 1.090 G_ID: 0.131 G_Rec: 0.464 D_GP: 0.038 D_real: 0.927 D_fake: 0.181 (epoch: 384, iters: 6942, time: 0.063) G_GAN: 0.149 G_GAN_Feat: 0.701 G_ID: 0.106 G_Rec: 0.314 D_GP: 0.024 D_real: 1.086 D_fake: 0.851 (epoch: 384, iters: 7342, time: 0.063) G_GAN: 0.177 G_GAN_Feat: 1.059 G_ID: 0.126 G_Rec: 0.467 D_GP: 0.040 D_real: 0.658 D_fake: 0.823 (epoch: 384, iters: 7742, time: 0.063) G_GAN: 0.203 G_GAN_Feat: 0.704 G_ID: 0.124 G_Rec: 0.309 D_GP: 0.031 D_real: 1.053 D_fake: 0.798 (epoch: 384, iters: 8142, time: 0.064) G_GAN: 0.786 G_GAN_Feat: 1.094 G_ID: 0.114 G_Rec: 0.488 D_GP: 0.078 D_real: 1.361 D_fake: 0.268 (epoch: 384, iters: 8542, time: 0.063) G_GAN: 0.058 G_GAN_Feat: 0.718 G_ID: 0.121 G_Rec: 0.338 D_GP: 0.033 D_real: 0.832 D_fake: 0.942 (epoch: 385, iters: 334, time: 0.063) G_GAN: 0.068 G_GAN_Feat: 0.882 G_ID: 0.135 G_Rec: 0.401 D_GP: 0.038 D_real: 0.681 D_fake: 0.932 (epoch: 385, iters: 734, time: 0.063) G_GAN: 0.022 G_GAN_Feat: 0.742 G_ID: 0.101 G_Rec: 0.323 D_GP: 0.035 D_real: 0.848 D_fake: 0.979 (epoch: 385, iters: 1134, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 0.975 G_ID: 0.129 G_Rec: 0.463 D_GP: 0.030 D_real: 1.176 D_fake: 0.542 (epoch: 385, iters: 1534, time: 0.064) G_GAN: 0.194 G_GAN_Feat: 0.764 G_ID: 0.099 G_Rec: 0.348 D_GP: 0.031 D_real: 0.992 D_fake: 0.808 (epoch: 385, iters: 1934, time: 0.063) G_GAN: 0.512 G_GAN_Feat: 0.860 G_ID: 0.122 G_Rec: 0.404 D_GP: 0.037 D_real: 1.220 D_fake: 0.521 (epoch: 385, iters: 2334, time: 0.063) G_GAN: 0.125 G_GAN_Feat: 0.713 G_ID: 0.121 G_Rec: 0.316 D_GP: 0.039 D_real: 1.010 D_fake: 0.875 (epoch: 385, iters: 2734, time: 0.064) G_GAN: 0.056 G_GAN_Feat: 1.003 G_ID: 0.144 G_Rec: 0.458 D_GP: 0.060 D_real: 0.421 D_fake: 0.944 (epoch: 385, iters: 3134, time: 0.063) G_GAN: -0.093 G_GAN_Feat: 0.903 G_ID: 0.128 G_Rec: 0.342 D_GP: 0.294 D_real: 0.302 D_fake: 1.093 (epoch: 385, iters: 3534, time: 0.063) G_GAN: 0.422 G_GAN_Feat: 1.075 G_ID: 0.118 G_Rec: 0.473 D_GP: 0.111 D_real: 0.505 D_fake: 0.591 (epoch: 385, iters: 3934, time: 0.063) G_GAN: 0.761 G_GAN_Feat: 0.754 G_ID: 0.092 G_Rec: 0.313 D_GP: 0.034 D_real: 1.682 D_fake: 0.274 (epoch: 385, iters: 4334, time: 0.064) G_GAN: 0.827 G_GAN_Feat: 0.991 G_ID: 0.124 G_Rec: 0.407 D_GP: 0.045 D_real: 1.404 D_fake: 0.219 (epoch: 385, iters: 4734, time: 0.063) G_GAN: 0.421 G_GAN_Feat: 0.935 G_ID: 0.098 G_Rec: 0.312 D_GP: 0.044 D_real: 1.214 D_fake: 0.629 (epoch: 385, iters: 5134, time: 0.063) G_GAN: 0.460 G_GAN_Feat: 0.983 G_ID: 0.157 G_Rec: 0.413 D_GP: 0.043 D_real: 1.117 D_fake: 0.541 (epoch: 385, iters: 5534, time: 0.063) G_GAN: 0.448 G_GAN_Feat: 0.798 G_ID: 0.101 G_Rec: 0.312 D_GP: 0.032 D_real: 1.372 D_fake: 0.557 (epoch: 385, iters: 5934, time: 0.064) G_GAN: 0.711 G_GAN_Feat: 1.036 G_ID: 0.124 G_Rec: 0.459 D_GP: 0.055 D_real: 1.056 D_fake: 0.319 (epoch: 385, iters: 6334, time: 0.063) G_GAN: 0.328 G_GAN_Feat: 0.771 G_ID: 0.099 G_Rec: 0.352 D_GP: 0.059 D_real: 1.122 D_fake: 0.697 (epoch: 385, iters: 6734, time: 0.063) G_GAN: 0.552 G_GAN_Feat: 0.911 G_ID: 0.132 G_Rec: 0.441 D_GP: 0.040 D_real: 1.096 D_fake: 0.480 (epoch: 385, iters: 7134, time: 0.063) G_GAN: 0.053 G_GAN_Feat: 0.687 G_ID: 0.104 G_Rec: 0.328 D_GP: 0.032 D_real: 0.915 D_fake: 0.947 (epoch: 385, iters: 7534, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.882 G_ID: 0.123 G_Rec: 0.425 D_GP: 0.031 D_real: 1.022 D_fake: 0.672 (epoch: 385, iters: 7934, time: 0.063) G_GAN: 0.195 G_GAN_Feat: 0.723 G_ID: 0.124 G_Rec: 0.301 D_GP: 0.042 D_real: 0.877 D_fake: 0.805 (epoch: 385, iters: 8334, time: 0.063) G_GAN: 0.519 G_GAN_Feat: 0.927 G_ID: 0.124 G_Rec: 0.435 D_GP: 0.029 D_real: 1.099 D_fake: 0.500 (epoch: 386, iters: 126, time: 0.063) G_GAN: 0.039 G_GAN_Feat: 0.844 G_ID: 0.106 G_Rec: 0.337 D_GP: 0.043 D_real: 0.698 D_fake: 0.961 (epoch: 386, iters: 526, time: 0.064) G_GAN: 0.810 G_GAN_Feat: 0.900 G_ID: 0.106 G_Rec: 0.410 D_GP: 0.033 D_real: 1.514 D_fake: 0.233 (epoch: 386, iters: 926, time: 0.063) G_GAN: 0.454 G_GAN_Feat: 0.740 G_ID: 0.095 G_Rec: 0.294 D_GP: 0.030 D_real: 1.297 D_fake: 0.550 (epoch: 386, iters: 1326, time: 0.063) G_GAN: 0.686 G_GAN_Feat: 1.033 G_ID: 0.120 G_Rec: 0.412 D_GP: 0.076 D_real: 0.909 D_fake: 0.345 (epoch: 386, iters: 1726, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.744 G_ID: 0.107 G_Rec: 0.340 D_GP: 0.037 D_real: 1.011 D_fake: 0.860 (epoch: 386, iters: 2126, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.888 G_ID: 0.140 G_Rec: 0.432 D_GP: 0.033 D_real: 0.847 D_fake: 0.875 (epoch: 386, iters: 2526, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.642 G_ID: 0.095 G_Rec: 0.259 D_GP: 0.027 D_real: 1.010 D_fake: 0.923 (epoch: 386, iters: 2926, time: 0.064) G_GAN: 0.535 G_GAN_Feat: 0.994 G_ID: 0.127 G_Rec: 0.468 D_GP: 0.032 D_real: 1.127 D_fake: 0.475 (epoch: 386, iters: 3326, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.852 G_ID: 0.118 G_Rec: 0.332 D_GP: 0.061 D_real: 0.565 D_fake: 0.959 (epoch: 386, iters: 3726, time: 0.064) G_GAN: 0.618 G_GAN_Feat: 0.924 G_ID: 0.131 G_Rec: 0.392 D_GP: 0.041 D_real: 1.098 D_fake: 0.391 (epoch: 386, iters: 4126, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.794 G_ID: 0.096 G_Rec: 0.294 D_GP: 0.035 D_real: 1.002 D_fake: 0.666 (epoch: 386, iters: 4526, time: 0.064) G_GAN: 0.527 G_GAN_Feat: 0.934 G_ID: 0.133 G_Rec: 0.454 D_GP: 0.036 D_real: 1.240 D_fake: 0.492 (epoch: 386, iters: 4926, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.805 G_ID: 0.101 G_Rec: 0.366 D_GP: 0.039 D_real: 1.032 D_fake: 0.792 (epoch: 386, iters: 5326, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.916 G_ID: 0.113 G_Rec: 0.441 D_GP: 0.034 D_real: 0.960 D_fake: 0.628 (epoch: 386, iters: 5726, time: 0.064) G_GAN: 0.028 G_GAN_Feat: 0.723 G_ID: 0.107 G_Rec: 0.319 D_GP: 0.035 D_real: 0.877 D_fake: 0.972 (epoch: 386, iters: 6126, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.919 G_ID: 0.120 G_Rec: 0.418 D_GP: 0.053 D_real: 0.913 D_fake: 0.696 (epoch: 386, iters: 6526, time: 0.064) G_GAN: 0.056 G_GAN_Feat: 0.915 G_ID: 0.115 G_Rec: 0.365 D_GP: 0.045 D_real: 0.589 D_fake: 0.944 (epoch: 386, iters: 6926, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.943 G_ID: 0.126 G_Rec: 0.402 D_GP: 0.036 D_real: 0.903 D_fake: 0.657 (epoch: 386, iters: 7326, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 0.724 G_ID: 0.105 G_Rec: 0.287 D_GP: 0.033 D_real: 1.294 D_fake: 0.560 (epoch: 386, iters: 7726, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 1.071 G_ID: 0.118 G_Rec: 0.434 D_GP: 0.092 D_real: 0.590 D_fake: 0.442 (epoch: 386, iters: 8126, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.935 G_ID: 0.097 G_Rec: 0.346 D_GP: 0.078 D_real: 0.771 D_fake: 0.722 (epoch: 386, iters: 8526, time: 0.064) G_GAN: 0.659 G_GAN_Feat: 1.151 G_ID: 0.135 G_Rec: 0.517 D_GP: 0.093 D_real: 1.027 D_fake: 0.544 (epoch: 387, iters: 318, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.900 G_ID: 0.106 G_Rec: 0.339 D_GP: 0.142 D_real: 0.651 D_fake: 0.626 (epoch: 387, iters: 718, time: 0.064) G_GAN: 0.257 G_GAN_Feat: 1.173 G_ID: 0.163 G_Rec: 0.487 D_GP: 0.046 D_real: 0.545 D_fake: 0.745 (epoch: 387, iters: 1118, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.771 G_ID: 0.107 G_Rec: 0.315 D_GP: 0.037 D_real: 1.160 D_fake: 0.723 (epoch: 387, iters: 1518, time: 0.064) G_GAN: 0.717 G_GAN_Feat: 1.098 G_ID: 0.142 G_Rec: 0.439 D_GP: 0.043 D_real: 0.950 D_fake: 0.331 (epoch: 387, iters: 1918, time: 0.064) G_GAN: -0.143 G_GAN_Feat: 0.997 G_ID: 0.110 G_Rec: 0.322 D_GP: 0.040 D_real: 0.462 D_fake: 1.143 (epoch: 387, iters: 2318, time: 0.064) G_GAN: 0.827 G_GAN_Feat: 1.036 G_ID: 0.116 G_Rec: 0.462 D_GP: 0.054 D_real: 1.362 D_fake: 0.298 (epoch: 387, iters: 2718, time: 0.064) G_GAN: 0.143 G_GAN_Feat: 0.855 G_ID: 0.109 G_Rec: 0.371 D_GP: 0.043 D_real: 0.939 D_fake: 0.857 (epoch: 387, iters: 3118, time: 0.064) G_GAN: 0.714 G_GAN_Feat: 0.975 G_ID: 0.122 G_Rec: 0.404 D_GP: 0.048 D_real: 1.273 D_fake: 0.330 (epoch: 387, iters: 3518, time: 0.063) G_GAN: 0.742 G_GAN_Feat: 0.980 G_ID: 0.115 G_Rec: 0.335 D_GP: 0.100 D_real: 0.525 D_fake: 0.506 (epoch: 387, iters: 3918, time: 0.063) G_GAN: 1.195 G_GAN_Feat: 1.289 G_ID: 0.116 G_Rec: 0.489 D_GP: 0.251 D_real: 0.618 D_fake: 0.130 (epoch: 387, iters: 4318, time: 0.063) G_GAN: 0.363 G_GAN_Feat: 0.888 G_ID: 0.107 G_Rec: 0.310 D_GP: 0.040 D_real: 0.801 D_fake: 0.680 (epoch: 387, iters: 4718, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 0.952 G_ID: 0.125 G_Rec: 0.467 D_GP: 0.028 D_real: 1.109 D_fake: 0.557 (epoch: 387, iters: 5118, time: 0.063) G_GAN: 0.095 G_GAN_Feat: 0.660 G_ID: 0.131 G_Rec: 0.306 D_GP: 0.029 D_real: 1.019 D_fake: 0.905 (epoch: 387, iters: 5518, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 0.837 G_ID: 0.132 G_Rec: 0.381 D_GP: 0.033 D_real: 1.077 D_fake: 0.581 (epoch: 387, iters: 5918, time: 0.063) G_GAN: -0.076 G_GAN_Feat: 0.703 G_ID: 0.085 G_Rec: 0.308 D_GP: 0.031 D_real: 0.800 D_fake: 1.076 (epoch: 387, iters: 6318, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.969 G_ID: 0.118 G_Rec: 0.489 D_GP: 0.069 D_real: 1.032 D_fake: 0.557 (epoch: 387, iters: 6718, time: 0.063) G_GAN: -0.000 G_GAN_Feat: 0.713 G_ID: 0.169 G_Rec: 0.314 D_GP: 0.036 D_real: 0.768 D_fake: 1.000 (epoch: 387, iters: 7118, time: 0.063) G_GAN: 0.388 G_GAN_Feat: 1.100 G_ID: 0.119 G_Rec: 0.498 D_GP: 0.127 D_real: 0.493 D_fake: 0.635 (epoch: 387, iters: 7518, time: 0.063) G_GAN: 0.078 G_GAN_Feat: 0.717 G_ID: 0.126 G_Rec: 0.291 D_GP: 0.042 D_real: 0.743 D_fake: 0.922 (epoch: 387, iters: 7918, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.975 G_ID: 0.127 G_Rec: 0.425 D_GP: 0.052 D_real: 0.771 D_fake: 0.606 (epoch: 387, iters: 8318, time: 0.063) G_GAN: -0.091 G_GAN_Feat: 0.861 G_ID: 0.101 G_Rec: 0.354 D_GP: 0.036 D_real: 1.012 D_fake: 1.108 (epoch: 388, iters: 110, time: 0.063) G_GAN: 0.626 G_GAN_Feat: 0.885 G_ID: 0.114 G_Rec: 0.426 D_GP: 0.030 D_real: 1.340 D_fake: 0.402 (epoch: 388, iters: 510, time: 0.063) G_GAN: 0.215 G_GAN_Feat: 0.813 G_ID: 0.106 G_Rec: 0.301 D_GP: 0.096 D_real: 0.787 D_fake: 0.786 (epoch: 388, iters: 910, time: 0.064) G_GAN: 0.829 G_GAN_Feat: 1.056 G_ID: 0.110 G_Rec: 0.476 D_GP: 0.040 D_real: 1.196 D_fake: 0.223 (epoch: 388, iters: 1310, time: 0.064) G_GAN: 0.400 G_GAN_Feat: 0.802 G_ID: 0.113 G_Rec: 0.337 D_GP: 0.098 D_real: 1.095 D_fake: 0.603 (epoch: 388, iters: 1710, time: 0.064) G_GAN: 0.591 G_GAN_Feat: 1.053 G_ID: 0.125 G_Rec: 0.417 D_GP: 0.047 D_real: 0.802 D_fake: 0.415 (epoch: 388, iters: 2110, time: 0.063) G_GAN: 0.577 G_GAN_Feat: 0.833 G_ID: 0.153 G_Rec: 0.307 D_GP: 0.045 D_real: 1.149 D_fake: 0.429 (epoch: 388, iters: 2510, time: 0.064) G_GAN: -0.090 G_GAN_Feat: 0.868 G_ID: 0.121 G_Rec: 0.389 D_GP: 0.032 D_real: 0.843 D_fake: 1.090 (epoch: 388, iters: 2910, time: 0.063) G_GAN: 0.432 G_GAN_Feat: 0.851 G_ID: 0.104 G_Rec: 0.291 D_GP: 0.091 D_real: 0.836 D_fake: 0.569 (epoch: 388, iters: 3310, time: 0.063) G_GAN: 0.609 G_GAN_Feat: 1.048 G_ID: 0.143 G_Rec: 0.455 D_GP: 0.040 D_real: 1.187 D_fake: 0.401 (epoch: 388, iters: 3710, time: 0.063) G_GAN: 0.225 G_GAN_Feat: 0.757 G_ID: 0.111 G_Rec: 0.317 D_GP: 0.034 D_real: 1.087 D_fake: 0.776 (epoch: 388, iters: 4110, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.984 G_ID: 0.142 G_Rec: 0.460 D_GP: 0.038 D_real: 0.786 D_fake: 0.830 (epoch: 388, iters: 4510, time: 0.063) G_GAN: 0.171 G_GAN_Feat: 0.755 G_ID: 0.122 G_Rec: 0.308 D_GP: 0.031 D_real: 1.091 D_fake: 0.829 (epoch: 388, iters: 4910, time: 0.063) G_GAN: 0.327 G_GAN_Feat: 1.299 G_ID: 0.138 G_Rec: 0.499 D_GP: 0.331 D_real: 0.862 D_fake: 0.688 (epoch: 388, iters: 5310, time: 0.063) G_GAN: 0.132 G_GAN_Feat: 0.752 G_ID: 0.112 G_Rec: 0.317 D_GP: 0.030 D_real: 0.940 D_fake: 0.868 (epoch: 388, iters: 5710, time: 0.064) G_GAN: 0.545 G_GAN_Feat: 0.916 G_ID: 0.110 G_Rec: 0.421 D_GP: 0.038 D_real: 1.076 D_fake: 0.476 (epoch: 388, iters: 6110, time: 0.063) G_GAN: 0.375 G_GAN_Feat: 0.797 G_ID: 0.107 G_Rec: 0.321 D_GP: 0.046 D_real: 0.986 D_fake: 0.633 (epoch: 388, iters: 6510, time: 0.064) G_GAN: 0.823 G_GAN_Feat: 0.982 G_ID: 0.126 G_Rec: 0.390 D_GP: 0.063 D_real: 1.372 D_fake: 0.264 (epoch: 388, iters: 6910, time: 0.064) G_GAN: -0.004 G_GAN_Feat: 0.936 G_ID: 0.101 G_Rec: 0.365 D_GP: 0.053 D_real: 0.953 D_fake: 1.004 (epoch: 388, iters: 7310, time: 0.063) G_GAN: 0.623 G_GAN_Feat: 0.958 G_ID: 0.143 G_Rec: 0.417 D_GP: 0.047 D_real: 1.262 D_fake: 0.415 (epoch: 388, iters: 7710, time: 0.063) G_GAN: 0.322 G_GAN_Feat: 0.749 G_ID: 0.110 G_Rec: 0.281 D_GP: 0.034 D_real: 0.967 D_fake: 0.680 (epoch: 388, iters: 8110, time: 0.063) G_GAN: 0.520 G_GAN_Feat: 1.062 G_ID: 0.119 G_Rec: 0.418 D_GP: 0.089 D_real: 0.859 D_fake: 0.526 (epoch: 388, iters: 8510, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.842 G_ID: 0.096 G_Rec: 0.310 D_GP: 0.062 D_real: 1.039 D_fake: 0.545 (epoch: 389, iters: 302, time: 0.063) G_GAN: 0.570 G_GAN_Feat: 1.065 G_ID: 0.118 G_Rec: 0.475 D_GP: 0.035 D_real: 1.066 D_fake: 0.439 (epoch: 389, iters: 702, time: 0.063) G_GAN: 0.260 G_GAN_Feat: 0.894 G_ID: 0.080 G_Rec: 0.324 D_GP: 1.041 D_real: 0.477 D_fake: 0.744 (epoch: 389, iters: 1102, time: 0.063) G_GAN: 0.577 G_GAN_Feat: 1.008 G_ID: 0.107 G_Rec: 0.467 D_GP: 0.031 D_real: 1.118 D_fake: 0.471 (epoch: 389, iters: 1502, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 0.739 G_ID: 0.092 G_Rec: 0.297 D_GP: 0.031 D_real: 1.361 D_fake: 0.444 (epoch: 389, iters: 1902, time: 0.063) G_GAN: 0.276 G_GAN_Feat: 1.119 G_ID: 0.136 G_Rec: 0.478 D_GP: 0.031 D_real: 0.711 D_fake: 0.725 (epoch: 389, iters: 2302, time: 0.063) G_GAN: 0.747 G_GAN_Feat: 1.047 G_ID: 0.112 G_Rec: 0.401 D_GP: 0.152 D_real: 0.524 D_fake: 0.551 (epoch: 389, iters: 2702, time: 0.063) G_GAN: 0.541 G_GAN_Feat: 0.960 G_ID: 0.122 G_Rec: 0.434 D_GP: 0.030 D_real: 1.275 D_fake: 0.463 (epoch: 389, iters: 3102, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.979 G_ID: 0.096 G_Rec: 0.349 D_GP: 0.044 D_real: 0.545 D_fake: 0.863 (epoch: 389, iters: 3502, time: 0.063) G_GAN: 0.895 G_GAN_Feat: 1.142 G_ID: 0.133 G_Rec: 0.458 D_GP: 0.210 D_real: 0.843 D_fake: 0.207 (epoch: 389, iters: 3902, time: 0.063) G_GAN: 0.102 G_GAN_Feat: 0.793 G_ID: 0.108 G_Rec: 0.339 D_GP: 0.033 D_real: 0.947 D_fake: 0.898 (epoch: 389, iters: 4302, time: 0.063) G_GAN: 0.779 G_GAN_Feat: 0.995 G_ID: 0.115 G_Rec: 0.442 D_GP: 0.036 D_real: 1.339 D_fake: 0.250 (epoch: 389, iters: 4702, time: 0.064) G_GAN: 0.586 G_GAN_Feat: 0.887 G_ID: 0.088 G_Rec: 0.323 D_GP: 0.046 D_real: 0.820 D_fake: 0.540 (epoch: 389, iters: 5102, time: 0.063) G_GAN: 0.443 G_GAN_Feat: 1.160 G_ID: 0.132 G_Rec: 0.465 D_GP: 0.043 D_real: 1.019 D_fake: 0.563 (epoch: 389, iters: 5502, time: 0.063) G_GAN: -0.071 G_GAN_Feat: 0.880 G_ID: 0.115 G_Rec: 0.328 D_GP: 0.039 D_real: 0.465 D_fake: 1.072 (epoch: 389, iters: 5902, time: 0.063) G_GAN: 0.477 G_GAN_Feat: 1.022 G_ID: 0.114 G_Rec: 0.461 D_GP: 0.047 D_real: 0.988 D_fake: 0.531 (epoch: 389, iters: 6302, time: 0.064) G_GAN: 0.207 G_GAN_Feat: 0.806 G_ID: 0.095 G_Rec: 0.318 D_GP: 0.044 D_real: 0.992 D_fake: 0.793 (epoch: 389, iters: 6702, time: 0.063) G_GAN: 0.635 G_GAN_Feat: 0.942 G_ID: 0.121 G_Rec: 0.434 D_GP: 0.030 D_real: 1.401 D_fake: 0.387 (epoch: 389, iters: 7102, time: 0.063) G_GAN: 0.207 G_GAN_Feat: 0.857 G_ID: 0.088 G_Rec: 0.298 D_GP: 0.030 D_real: 0.741 D_fake: 0.794 (epoch: 389, iters: 7502, time: 0.063) G_GAN: 0.394 G_GAN_Feat: 1.119 G_ID: 0.136 G_Rec: 0.466 D_GP: 0.047 D_real: 0.597 D_fake: 0.610 (epoch: 389, iters: 7902, time: 0.064) G_GAN: -0.389 G_GAN_Feat: 0.762 G_ID: 0.097 G_Rec: 0.343 D_GP: 0.036 D_real: 0.634 D_fake: 1.389 (epoch: 389, iters: 8302, time: 0.063) G_GAN: 0.487 G_GAN_Feat: 0.962 G_ID: 0.132 G_Rec: 0.420 D_GP: 0.033 D_real: 1.037 D_fake: 0.525 (epoch: 389, iters: 8702, time: 0.063) G_GAN: 0.264 G_GAN_Feat: 0.757 G_ID: 0.122 G_Rec: 0.322 D_GP: 0.033 D_real: 1.114 D_fake: 0.736 (epoch: 390, iters: 494, time: 0.063) G_GAN: 0.454 G_GAN_Feat: 0.989 G_ID: 0.124 G_Rec: 0.422 D_GP: 0.042 D_real: 0.942 D_fake: 0.562 (epoch: 390, iters: 894, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.776 G_ID: 0.105 G_Rec: 0.313 D_GP: 0.041 D_real: 1.364 D_fake: 0.715 (epoch: 390, iters: 1294, time: 0.063) G_GAN: 0.560 G_GAN_Feat: 0.886 G_ID: 0.113 G_Rec: 0.407 D_GP: 0.037 D_real: 1.276 D_fake: 0.443 (epoch: 390, iters: 1694, time: 0.063) G_GAN: 0.313 G_GAN_Feat: 0.729 G_ID: 0.097 G_Rec: 0.304 D_GP: 0.032 D_real: 1.216 D_fake: 0.688 (epoch: 390, iters: 2094, time: 0.063) G_GAN: 0.529 G_GAN_Feat: 0.991 G_ID: 0.116 G_Rec: 0.423 D_GP: 0.038 D_real: 1.180 D_fake: 0.492 (epoch: 390, iters: 2494, time: 0.064) G_GAN: -0.001 G_GAN_Feat: 0.920 G_ID: 0.119 G_Rec: 0.332 D_GP: 0.050 D_real: 0.349 D_fake: 1.001 (epoch: 390, iters: 2894, time: 0.063) G_GAN: 0.561 G_GAN_Feat: 0.954 G_ID: 0.115 G_Rec: 0.440 D_GP: 0.030 D_real: 1.256 D_fake: 0.455 (epoch: 390, iters: 3294, time: 0.063) G_GAN: -0.004 G_GAN_Feat: 0.741 G_ID: 0.104 G_Rec: 0.347 D_GP: 0.051 D_real: 0.781 D_fake: 1.004 (epoch: 390, iters: 3694, time: 0.063) G_GAN: 0.614 G_GAN_Feat: 1.079 G_ID: 0.143 G_Rec: 0.464 D_GP: 0.156 D_real: 0.806 D_fake: 0.398 (epoch: 390, iters: 4094, time: 0.064) G_GAN: -0.120 G_GAN_Feat: 0.943 G_ID: 0.135 G_Rec: 0.332 D_GP: 0.063 D_real: 0.188 D_fake: 1.120 (epoch: 390, iters: 4494, time: 0.063) G_GAN: 0.461 G_GAN_Feat: 1.048 G_ID: 0.135 G_Rec: 0.387 D_GP: 0.046 D_real: 0.813 D_fake: 0.540 (epoch: 390, iters: 4894, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.999 G_ID: 0.113 G_Rec: 0.362 D_GP: 0.065 D_real: 0.383 D_fake: 0.730 (epoch: 390, iters: 5294, time: 0.063) G_GAN: 0.293 G_GAN_Feat: 1.224 G_ID: 0.136 G_Rec: 0.469 D_GP: 0.049 D_real: 0.461 D_fake: 0.709 (epoch: 390, iters: 5694, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.872 G_ID: 0.114 G_Rec: 0.346 D_GP: 0.151 D_real: 0.535 D_fake: 0.889 (epoch: 390, iters: 6094, time: 0.063) G_GAN: 0.630 G_GAN_Feat: 1.109 G_ID: 0.138 G_Rec: 0.401 D_GP: 0.047 D_real: 0.760 D_fake: 0.414 (epoch: 390, iters: 6494, time: 0.063) G_GAN: 0.428 G_GAN_Feat: 0.863 G_ID: 0.099 G_Rec: 0.300 D_GP: 0.042 D_real: 0.790 D_fake: 0.592 (epoch: 390, iters: 6894, time: 0.063) G_GAN: 0.386 G_GAN_Feat: 0.965 G_ID: 0.130 G_Rec: 0.427 D_GP: 0.033 D_real: 1.018 D_fake: 0.615 (epoch: 390, iters: 7294, time: 0.064) G_GAN: 0.412 G_GAN_Feat: 0.800 G_ID: 0.094 G_Rec: 0.305 D_GP: 0.039 D_real: 1.158 D_fake: 0.589 (epoch: 390, iters: 7694, time: 0.063) G_GAN: 0.726 G_GAN_Feat: 0.972 G_ID: 0.143 G_Rec: 0.434 D_GP: 0.038 D_real: 1.293 D_fake: 0.296 (epoch: 390, iters: 8094, time: 0.063) G_GAN: 0.488 G_GAN_Feat: 1.095 G_ID: 0.104 G_Rec: 0.381 D_GP: 0.058 D_real: 1.474 D_fake: 0.548 (epoch: 390, iters: 8494, time: 0.063) G_GAN: 0.383 G_GAN_Feat: 0.988 G_ID: 0.127 G_Rec: 0.471 D_GP: 0.031 D_real: 1.039 D_fake: 0.652 (epoch: 391, iters: 286, time: 0.064) G_GAN: -0.046 G_GAN_Feat: 0.711 G_ID: 0.103 G_Rec: 0.281 D_GP: 0.034 D_real: 0.930 D_fake: 1.046 (epoch: 391, iters: 686, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 1.056 G_ID: 0.121 G_Rec: 0.448 D_GP: 0.038 D_real: 0.784 D_fake: 0.578 (epoch: 391, iters: 1086, time: 0.063) G_GAN: 0.347 G_GAN_Feat: 0.907 G_ID: 0.104 G_Rec: 0.313 D_GP: 0.037 D_real: 0.582 D_fake: 0.657 (epoch: 391, iters: 1486, time: 0.064) G_GAN: 0.820 G_GAN_Feat: 1.011 G_ID: 0.124 G_Rec: 0.425 D_GP: 0.070 D_real: 1.651 D_fake: 0.238 (epoch: 391, iters: 1886, time: 0.064) G_GAN: 0.180 G_GAN_Feat: 0.692 G_ID: 0.092 G_Rec: 0.309 D_GP: 0.028 D_real: 1.100 D_fake: 0.820 (epoch: 391, iters: 2286, time: 0.064) G_GAN: 0.453 G_GAN_Feat: 0.875 G_ID: 0.122 G_Rec: 0.410 D_GP: 0.033 D_real: 0.998 D_fake: 0.552 (epoch: 391, iters: 2686, time: 0.064) G_GAN: -0.302 G_GAN_Feat: 0.735 G_ID: 0.092 G_Rec: 0.306 D_GP: 0.035 D_real: 0.602 D_fake: 1.302 (epoch: 391, iters: 3086, time: 0.064) G_GAN: 0.774 G_GAN_Feat: 1.079 G_ID: 0.116 G_Rec: 0.479 D_GP: 0.112 D_real: 1.048 D_fake: 0.369 (epoch: 391, iters: 3486, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.808 G_ID: 0.099 G_Rec: 0.326 D_GP: 0.047 D_real: 0.754 D_fake: 0.906 (epoch: 391, iters: 3886, time: 0.063) G_GAN: 0.433 G_GAN_Feat: 1.054 G_ID: 0.118 G_Rec: 0.451 D_GP: 0.053 D_real: 0.892 D_fake: 0.575 (epoch: 391, iters: 4286, time: 0.063) G_GAN: 0.156 G_GAN_Feat: 0.895 G_ID: 0.129 G_Rec: 0.372 D_GP: 0.051 D_real: 0.766 D_fake: 0.845 (epoch: 391, iters: 4686, time: 0.063) G_GAN: 0.663 G_GAN_Feat: 1.049 G_ID: 0.125 G_Rec: 0.469 D_GP: 0.052 D_real: 0.930 D_fake: 0.363 (epoch: 391, iters: 5086, time: 0.064) G_GAN: 0.542 G_GAN_Feat: 0.876 G_ID: 0.083 G_Rec: 0.332 D_GP: 0.050 D_real: 1.201 D_fake: 0.553 (epoch: 391, iters: 5486, time: 0.063) G_GAN: 0.746 G_GAN_Feat: 1.114 G_ID: 0.121 G_Rec: 0.475 D_GP: 0.053 D_real: 0.878 D_fake: 0.340 (epoch: 391, iters: 5886, time: 0.063) G_GAN: 0.160 G_GAN_Feat: 0.972 G_ID: 0.092 G_Rec: 0.315 D_GP: 0.112 D_real: 0.285 D_fake: 0.840 (epoch: 391, iters: 6286, time: 0.063) G_GAN: 0.653 G_GAN_Feat: 1.321 G_ID: 0.115 G_Rec: 0.475 D_GP: 0.172 D_real: 0.254 D_fake: 0.382 (epoch: 391, iters: 6686, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.935 G_ID: 0.099 G_Rec: 0.322 D_GP: 0.045 D_real: 0.490 D_fake: 0.626 (epoch: 391, iters: 7086, time: 0.063) G_GAN: 0.364 G_GAN_Feat: 1.025 G_ID: 0.133 G_Rec: 0.432 D_GP: 0.045 D_real: 0.711 D_fake: 0.637 (epoch: 391, iters: 7486, time: 0.063) G_GAN: 0.224 G_GAN_Feat: 0.940 G_ID: 0.103 G_Rec: 0.301 D_GP: 0.079 D_real: 0.324 D_fake: 0.781 (epoch: 391, iters: 7886, time: 0.063) G_GAN: 0.474 G_GAN_Feat: 1.043 G_ID: 0.147 G_Rec: 0.490 D_GP: 0.033 D_real: 1.014 D_fake: 0.530 (epoch: 391, iters: 8286, time: 0.064) G_GAN: -0.029 G_GAN_Feat: 0.753 G_ID: 0.109 G_Rec: 0.324 D_GP: 0.030 D_real: 0.851 D_fake: 1.029 (epoch: 391, iters: 8686, time: 0.063) G_GAN: 0.147 G_GAN_Feat: 1.043 G_ID: 0.109 G_Rec: 0.448 D_GP: 0.084 D_real: 0.460 D_fake: 0.855 (epoch: 392, iters: 478, time: 0.063) G_GAN: 0.234 G_GAN_Feat: 0.951 G_ID: 0.123 G_Rec: 0.324 D_GP: 0.211 D_real: 0.372 D_fake: 0.774 (epoch: 392, iters: 878, time: 0.063) G_GAN: 0.851 G_GAN_Feat: 1.320 G_ID: 0.121 G_Rec: 0.544 D_GP: 0.060 D_real: 0.427 D_fake: 0.212 (epoch: 392, iters: 1278, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.879 G_ID: 0.091 G_Rec: 0.288 D_GP: 0.077 D_real: 0.680 D_fake: 0.580 (epoch: 392, iters: 1678, time: 0.063) G_GAN: 0.485 G_GAN_Feat: 1.001 G_ID: 0.124 G_Rec: 0.506 D_GP: 0.035 D_real: 1.173 D_fake: 0.523 (epoch: 392, iters: 2078, time: 0.063) G_GAN: 0.093 G_GAN_Feat: 0.717 G_ID: 0.097 G_Rec: 0.302 D_GP: 0.040 D_real: 0.995 D_fake: 0.908 (epoch: 392, iters: 2478, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 1.116 G_ID: 0.129 G_Rec: 0.436 D_GP: 0.227 D_real: 0.388 D_fake: 0.584 (epoch: 392, iters: 2878, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.852 G_ID: 0.108 G_Rec: 0.399 D_GP: 0.069 D_real: 0.851 D_fake: 0.619 (epoch: 392, iters: 3278, time: 0.063) G_GAN: 0.342 G_GAN_Feat: 0.932 G_ID: 0.106 G_Rec: 0.441 D_GP: 0.032 D_real: 1.056 D_fake: 0.664 (epoch: 392, iters: 3678, time: 0.063) G_GAN: 0.218 G_GAN_Feat: 0.825 G_ID: 0.106 G_Rec: 0.323 D_GP: 0.056 D_real: 0.845 D_fake: 0.782 (epoch: 392, iters: 4078, time: 0.063) G_GAN: 0.466 G_GAN_Feat: 1.183 G_ID: 0.134 G_Rec: 0.473 D_GP: 0.042 D_real: 1.184 D_fake: 0.591 (epoch: 392, iters: 4478, time: 0.064) G_GAN: 0.207 G_GAN_Feat: 0.676 G_ID: 0.099 G_Rec: 0.304 D_GP: 0.025 D_real: 1.125 D_fake: 0.794 (epoch: 392, iters: 4878, time: 0.063) G_GAN: 0.271 G_GAN_Feat: 0.916 G_ID: 0.110 G_Rec: 0.475 D_GP: 0.036 D_real: 0.841 D_fake: 0.730 (epoch: 392, iters: 5278, time: 0.063) G_GAN: -0.082 G_GAN_Feat: 0.677 G_ID: 0.093 G_Rec: 0.309 D_GP: 0.033 D_real: 0.793 D_fake: 1.082 (epoch: 392, iters: 5678, time: 0.063) G_GAN: 0.108 G_GAN_Feat: 0.953 G_ID: 0.118 G_Rec: 0.461 D_GP: 0.090 D_real: 0.672 D_fake: 0.894 (epoch: 392, iters: 6078, time: 0.064) G_GAN: 0.061 G_GAN_Feat: 0.658 G_ID: 0.121 G_Rec: 0.298 D_GP: 0.031 D_real: 0.975 D_fake: 0.939 (epoch: 392, iters: 6478, time: 0.063) G_GAN: 0.324 G_GAN_Feat: 0.862 G_ID: 0.104 G_Rec: 0.399 D_GP: 0.033 D_real: 0.991 D_fake: 0.677 (epoch: 392, iters: 6878, time: 0.063) G_GAN: -0.030 G_GAN_Feat: 0.850 G_ID: 0.126 G_Rec: 0.356 D_GP: 0.143 D_real: 0.549 D_fake: 1.030 (epoch: 392, iters: 7278, time: 0.063) G_GAN: 0.469 G_GAN_Feat: 1.013 G_ID: 0.113 G_Rec: 0.424 D_GP: 0.081 D_real: 0.721 D_fake: 0.551 (epoch: 392, iters: 7678, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.717 G_ID: 0.093 G_Rec: 0.307 D_GP: 0.042 D_real: 1.076 D_fake: 0.776 (epoch: 392, iters: 8078, time: 0.063) G_GAN: 0.283 G_GAN_Feat: 0.921 G_ID: 0.136 G_Rec: 0.408 D_GP: 0.039 D_real: 0.964 D_fake: 0.725 (epoch: 392, iters: 8478, time: 0.063) G_GAN: 0.333 G_GAN_Feat: 0.859 G_ID: 0.117 G_Rec: 0.326 D_GP: 0.082 D_real: 0.849 D_fake: 0.692 (epoch: 393, iters: 270, time: 0.063) G_GAN: 0.475 G_GAN_Feat: 0.919 G_ID: 0.122 G_Rec: 0.448 D_GP: 0.032 D_real: 1.162 D_fake: 0.562 (epoch: 393, iters: 670, time: 0.064) G_GAN: 0.093 G_GAN_Feat: 0.652 G_ID: 0.111 G_Rec: 0.292 D_GP: 0.029 D_real: 1.013 D_fake: 0.908 (epoch: 393, iters: 1070, time: 0.063) G_GAN: 0.227 G_GAN_Feat: 0.857 G_ID: 0.103 G_Rec: 0.411 D_GP: 0.039 D_real: 0.877 D_fake: 0.774 (epoch: 393, iters: 1470, time: 0.063) G_GAN: 0.014 G_GAN_Feat: 0.768 G_ID: 0.096 G_Rec: 0.336 D_GP: 0.044 D_real: 0.810 D_fake: 0.986 (epoch: 393, iters: 1870, time: 0.063) G_GAN: 0.801 G_GAN_Feat: 1.007 G_ID: 0.107 G_Rec: 0.416 D_GP: 0.045 D_real: 1.190 D_fake: 0.318 (epoch: 393, iters: 2270, time: 0.063) G_GAN: 0.265 G_GAN_Feat: 0.850 G_ID: 0.115 G_Rec: 0.342 D_GP: 0.095 D_real: 0.947 D_fake: 0.757 (epoch: 393, iters: 2670, time: 0.063) G_GAN: 0.606 G_GAN_Feat: 1.033 G_ID: 0.114 G_Rec: 0.435 D_GP: 0.042 D_real: 1.239 D_fake: 0.401 (epoch: 393, iters: 3070, time: 0.063) G_GAN: 0.368 G_GAN_Feat: 0.896 G_ID: 0.098 G_Rec: 0.321 D_GP: 0.205 D_real: 0.605 D_fake: 0.642 (epoch: 393, iters: 3470, time: 0.064) G_GAN: 0.311 G_GAN_Feat: 1.272 G_ID: 0.137 G_Rec: 0.470 D_GP: 0.116 D_real: 0.304 D_fake: 0.690 (epoch: 393, iters: 3870, time: 0.063) G_GAN: 0.436 G_GAN_Feat: 0.881 G_ID: 0.102 G_Rec: 0.322 D_GP: 0.049 D_real: 0.909 D_fake: 0.568 (epoch: 393, iters: 4270, time: 0.063) G_GAN: 0.791 G_GAN_Feat: 1.346 G_ID: 0.139 G_Rec: 0.506 D_GP: 0.073 D_real: 0.442 D_fake: 0.261 (epoch: 393, iters: 4670, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.683 G_ID: 0.090 G_Rec: 0.365 D_GP: 0.026 D_real: 1.157 D_fake: 0.702 (epoch: 393, iters: 5070, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.828 G_ID: 0.111 G_Rec: 0.395 D_GP: 0.033 D_real: 1.198 D_fake: 0.582 (epoch: 393, iters: 5470, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.619 G_ID: 0.109 G_Rec: 0.284 D_GP: 0.029 D_real: 1.104 D_fake: 0.817 (epoch: 393, iters: 5870, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.868 G_ID: 0.121 G_Rec: 0.444 D_GP: 0.030 D_real: 1.101 D_fake: 0.589 (epoch: 393, iters: 6270, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.703 G_ID: 0.084 G_Rec: 0.325 D_GP: 0.046 D_real: 1.000 D_fake: 0.866 (epoch: 393, iters: 6670, time: 0.064) G_GAN: 0.534 G_GAN_Feat: 0.859 G_ID: 0.110 G_Rec: 0.406 D_GP: 0.034 D_real: 1.208 D_fake: 0.514 (epoch: 393, iters: 7070, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.652 G_ID: 0.099 G_Rec: 0.310 D_GP: 0.032 D_real: 1.298 D_fake: 0.688 (epoch: 393, iters: 7470, time: 0.064) G_GAN: 0.467 G_GAN_Feat: 0.867 G_ID: 0.126 G_Rec: 0.429 D_GP: 0.041 D_real: 1.012 D_fake: 0.554 (epoch: 393, iters: 7870, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.638 G_ID: 0.098 G_Rec: 0.289 D_GP: 0.043 D_real: 1.122 D_fake: 0.756 (epoch: 393, iters: 8270, time: 0.064) G_GAN: 0.482 G_GAN_Feat: 0.888 G_ID: 0.135 G_Rec: 0.448 D_GP: 0.037 D_real: 1.133 D_fake: 0.536 (epoch: 393, iters: 8670, time: 0.064) G_GAN: -0.030 G_GAN_Feat: 0.780 G_ID: 0.134 G_Rec: 0.366 D_GP: 0.072 D_real: 0.669 D_fake: 1.030 (epoch: 394, iters: 462, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.892 G_ID: 0.120 G_Rec: 0.431 D_GP: 0.039 D_real: 1.097 D_fake: 0.586 (epoch: 394, iters: 862, time: 0.064) G_GAN: -0.153 G_GAN_Feat: 0.675 G_ID: 0.103 G_Rec: 0.309 D_GP: 0.040 D_real: 0.729 D_fake: 1.153 (epoch: 394, iters: 1262, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.934 G_ID: 0.112 G_Rec: 0.446 D_GP: 0.049 D_real: 0.943 D_fake: 0.553 (epoch: 394, iters: 1662, time: 0.064) G_GAN: 0.015 G_GAN_Feat: 0.685 G_ID: 0.096 G_Rec: 0.321 D_GP: 0.037 D_real: 0.879 D_fake: 0.987 (epoch: 394, iters: 2062, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.899 G_ID: 0.119 G_Rec: 0.422 D_GP: 0.060 D_real: 0.895 D_fake: 0.666 (epoch: 394, iters: 2462, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.729 G_ID: 0.106 G_Rec: 0.296 D_GP: 0.082 D_real: 0.750 D_fake: 0.843 (epoch: 394, iters: 2862, time: 0.064) G_GAN: 0.605 G_GAN_Feat: 0.880 G_ID: 0.103 G_Rec: 0.409 D_GP: 0.038 D_real: 1.254 D_fake: 0.429 (epoch: 394, iters: 3262, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.740 G_ID: 0.117 G_Rec: 0.325 D_GP: 0.043 D_real: 0.845 D_fake: 0.798 (epoch: 394, iters: 3662, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 0.940 G_ID: 0.126 G_Rec: 0.409 D_GP: 0.128 D_real: 0.796 D_fake: 0.509 (epoch: 394, iters: 4062, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.727 G_ID: 0.120 G_Rec: 0.333 D_GP: 0.045 D_real: 0.953 D_fake: 0.805 (epoch: 394, iters: 4462, time: 0.064) G_GAN: 0.570 G_GAN_Feat: 0.970 G_ID: 0.109 G_Rec: 0.499 D_GP: 0.069 D_real: 1.076 D_fake: 0.444 (epoch: 394, iters: 4862, time: 0.063) G_GAN: 0.380 G_GAN_Feat: 0.707 G_ID: 0.112 G_Rec: 0.285 D_GP: 0.045 D_real: 1.170 D_fake: 0.623 (epoch: 394, iters: 5262, time: 0.063) G_GAN: 0.275 G_GAN_Feat: 0.930 G_ID: 0.130 G_Rec: 0.439 D_GP: 0.054 D_real: 0.841 D_fake: 0.725 (epoch: 394, iters: 5662, time: 0.063) G_GAN: 0.246 G_GAN_Feat: 0.741 G_ID: 0.103 G_Rec: 0.303 D_GP: 0.051 D_real: 1.085 D_fake: 0.754 (epoch: 394, iters: 6062, time: 0.064) G_GAN: 0.755 G_GAN_Feat: 1.090 G_ID: 0.119 G_Rec: 0.488 D_GP: 0.137 D_real: 0.802 D_fake: 0.334 (epoch: 394, iters: 6462, time: 0.063) G_GAN: -0.105 G_GAN_Feat: 0.731 G_ID: 0.107 G_Rec: 0.348 D_GP: 0.041 D_real: 0.852 D_fake: 1.105 (epoch: 394, iters: 6862, time: 0.063) G_GAN: 0.452 G_GAN_Feat: 0.871 G_ID: 0.116 G_Rec: 0.456 D_GP: 0.027 D_real: 1.262 D_fake: 0.562 (epoch: 394, iters: 7262, time: 0.063) G_GAN: 0.064 G_GAN_Feat: 0.635 G_ID: 0.083 G_Rec: 0.278 D_GP: 0.030 D_real: 1.014 D_fake: 0.936 (epoch: 394, iters: 7662, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.861 G_ID: 0.107 G_Rec: 0.423 D_GP: 0.033 D_real: 1.003 D_fake: 0.720 (epoch: 394, iters: 8062, time: 0.063) G_GAN: 0.094 G_GAN_Feat: 0.648 G_ID: 0.108 G_Rec: 0.283 D_GP: 0.038 D_real: 0.983 D_fake: 0.907 (epoch: 394, iters: 8462, time: 0.063) G_GAN: 0.214 G_GAN_Feat: 0.925 G_ID: 0.130 G_Rec: 0.438 D_GP: 0.052 D_real: 0.854 D_fake: 0.789 (epoch: 395, iters: 254, time: 0.063) G_GAN: 0.112 G_GAN_Feat: 0.635 G_ID: 0.101 G_Rec: 0.291 D_GP: 0.044 D_real: 0.979 D_fake: 0.888 (epoch: 395, iters: 654, time: 0.064) G_GAN: 0.043 G_GAN_Feat: 0.887 G_ID: 0.142 G_Rec: 0.418 D_GP: 0.046 D_real: 0.668 D_fake: 0.957 (epoch: 395, iters: 1054, time: 0.063) G_GAN: 0.186 G_GAN_Feat: 0.717 G_ID: 0.083 G_Rec: 0.309 D_GP: 0.114 D_real: 0.865 D_fake: 0.815 (epoch: 395, iters: 1454, time: 0.063) G_GAN: 0.800 G_GAN_Feat: 0.999 G_ID: 0.117 G_Rec: 0.470 D_GP: 0.060 D_real: 1.170 D_fake: 0.273 (epoch: 395, iters: 1854, time: 0.063) G_GAN: 0.346 G_GAN_Feat: 0.699 G_ID: 0.117 G_Rec: 0.281 D_GP: 0.042 D_real: 1.103 D_fake: 0.654 (epoch: 395, iters: 2254, time: 0.064) G_GAN: 0.445 G_GAN_Feat: 1.001 G_ID: 0.128 G_Rec: 0.476 D_GP: 0.040 D_real: 0.866 D_fake: 0.559 (epoch: 395, iters: 2654, time: 0.063) G_GAN: 0.204 G_GAN_Feat: 0.723 G_ID: 0.100 G_Rec: 0.325 D_GP: 0.033 D_real: 0.986 D_fake: 0.796 (epoch: 395, iters: 3054, time: 0.063) G_GAN: 0.551 G_GAN_Feat: 0.946 G_ID: 0.115 G_Rec: 0.446 D_GP: 0.042 D_real: 1.329 D_fake: 0.456 (epoch: 395, iters: 3454, time: 0.063) G_GAN: 0.204 G_GAN_Feat: 0.669 G_ID: 0.103 G_Rec: 0.290 D_GP: 0.031 D_real: 1.090 D_fake: 0.796 (epoch: 395, iters: 3854, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.896 G_ID: 0.135 G_Rec: 0.400 D_GP: 0.035 D_real: 0.898 D_fake: 0.625 (epoch: 395, iters: 4254, time: 0.063) G_GAN: 0.453 G_GAN_Feat: 0.869 G_ID: 0.109 G_Rec: 0.329 D_GP: 0.070 D_real: 0.853 D_fake: 0.552 (epoch: 395, iters: 4654, time: 0.063) G_GAN: 0.340 G_GAN_Feat: 0.993 G_ID: 0.121 G_Rec: 0.427 D_GP: 0.035 D_real: 0.857 D_fake: 0.664 (epoch: 395, iters: 5054, time: 0.063) G_GAN: 0.559 G_GAN_Feat: 0.747 G_ID: 0.098 G_Rec: 0.290 D_GP: 0.034 D_real: 1.281 D_fake: 0.445 (epoch: 395, iters: 5454, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 1.023 G_ID: 0.131 G_Rec: 0.481 D_GP: 0.041 D_real: 0.650 D_fake: 0.855 (epoch: 395, iters: 5854, time: 0.063) G_GAN: 0.361 G_GAN_Feat: 0.714 G_ID: 0.105 G_Rec: 0.307 D_GP: 0.046 D_real: 1.127 D_fake: 0.643 (epoch: 395, iters: 6254, time: 0.063) G_GAN: 0.288 G_GAN_Feat: 1.067 G_ID: 0.126 G_Rec: 0.494 D_GP: 0.115 D_real: 0.441 D_fake: 0.714 (epoch: 395, iters: 6654, time: 0.063) G_GAN: 0.189 G_GAN_Feat: 0.754 G_ID: 0.088 G_Rec: 0.292 D_GP: 0.049 D_real: 0.857 D_fake: 0.811 (epoch: 395, iters: 7054, time: 0.064) G_GAN: 0.911 G_GAN_Feat: 0.999 G_ID: 0.134 G_Rec: 0.448 D_GP: 0.151 D_real: 1.397 D_fake: 0.206 (epoch: 395, iters: 7454, time: 0.063) G_GAN: 0.183 G_GAN_Feat: 0.927 G_ID: 0.106 G_Rec: 0.338 D_GP: 0.184 D_real: 0.399 D_fake: 0.817 (epoch: 395, iters: 7854, time: 0.063) G_GAN: 0.492 G_GAN_Feat: 1.107 G_ID: 0.128 G_Rec: 0.441 D_GP: 0.163 D_real: 0.533 D_fake: 0.514 (epoch: 395, iters: 8254, time: 0.063) G_GAN: 0.190 G_GAN_Feat: 0.936 G_ID: 0.113 G_Rec: 0.336 D_GP: 0.123 D_real: 0.477 D_fake: 0.814 (epoch: 395, iters: 8654, time: 0.064) G_GAN: 0.779 G_GAN_Feat: 1.140 G_ID: 0.129 G_Rec: 0.466 D_GP: 0.459 D_real: 0.863 D_fake: 0.400 (epoch: 396, iters: 446, time: 0.063) G_GAN: 0.327 G_GAN_Feat: 0.922 G_ID: 0.113 G_Rec: 0.348 D_GP: 0.072 D_real: 0.465 D_fake: 0.749 (epoch: 396, iters: 846, time: 0.063) G_GAN: 0.266 G_GAN_Feat: 1.186 G_ID: 0.126 G_Rec: 0.457 D_GP: 0.364 D_real: 0.209 D_fake: 0.746 (epoch: 396, iters: 1246, time: 0.063) G_GAN: 0.160 G_GAN_Feat: 0.859 G_ID: 0.106 G_Rec: 0.382 D_GP: 0.050 D_real: 0.964 D_fake: 0.851 (epoch: 396, iters: 1646, time: 0.064) G_GAN: 0.465 G_GAN_Feat: 0.991 G_ID: 0.112 G_Rec: 0.444 D_GP: 0.035 D_real: 0.924 D_fake: 0.539 (epoch: 396, iters: 2046, time: 0.063) G_GAN: 0.291 G_GAN_Feat: 0.714 G_ID: 0.086 G_Rec: 0.269 D_GP: 0.036 D_real: 1.198 D_fake: 0.711 (epoch: 396, iters: 2446, time: 0.063) G_GAN: 0.686 G_GAN_Feat: 0.929 G_ID: 0.129 G_Rec: 0.418 D_GP: 0.035 D_real: 1.287 D_fake: 0.368 (epoch: 396, iters: 2846, time: 0.063) G_GAN: 0.249 G_GAN_Feat: 0.716 G_ID: 0.096 G_Rec: 0.288 D_GP: 0.029 D_real: 1.135 D_fake: 0.752 (epoch: 396, iters: 3246, time: 0.064) G_GAN: 0.381 G_GAN_Feat: 0.999 G_ID: 0.122 G_Rec: 0.386 D_GP: 0.055 D_real: 0.776 D_fake: 0.620 (epoch: 396, iters: 3646, time: 0.063) G_GAN: 0.288 G_GAN_Feat: 0.744 G_ID: 0.110 G_Rec: 0.290 D_GP: 0.040 D_real: 1.132 D_fake: 0.712 (epoch: 396, iters: 4046, time: 0.063) G_GAN: 0.768 G_GAN_Feat: 1.230 G_ID: 0.120 G_Rec: 0.440 D_GP: 0.116 D_real: 0.589 D_fake: 0.298 (epoch: 396, iters: 4446, time: 0.063) G_GAN: 0.517 G_GAN_Feat: 0.772 G_ID: 0.095 G_Rec: 0.311 D_GP: 0.033 D_real: 1.348 D_fake: 0.488 (epoch: 396, iters: 4846, time: 0.064) G_GAN: 0.599 G_GAN_Feat: 0.958 G_ID: 0.106 G_Rec: 0.463 D_GP: 0.040 D_real: 1.338 D_fake: 0.405 (epoch: 396, iters: 5246, time: 0.063) G_GAN: 0.499 G_GAN_Feat: 0.777 G_ID: 0.102 G_Rec: 0.302 D_GP: 0.044 D_real: 1.269 D_fake: 0.522 (epoch: 396, iters: 5646, time: 0.063) G_GAN: 0.647 G_GAN_Feat: 1.050 G_ID: 0.122 G_Rec: 0.467 D_GP: 0.044 D_real: 1.031 D_fake: 0.368 (epoch: 396, iters: 6046, time: 0.063) G_GAN: 0.481 G_GAN_Feat: 1.134 G_ID: 0.096 G_Rec: 0.347 D_GP: 0.625 D_real: 1.176 D_fake: 0.585 (epoch: 396, iters: 6446, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 0.908 G_ID: 0.114 G_Rec: 0.447 D_GP: 0.027 D_real: 0.849 D_fake: 0.918 (epoch: 396, iters: 6846, time: 0.063) G_GAN: -0.146 G_GAN_Feat: 0.684 G_ID: 0.090 G_Rec: 0.309 D_GP: 0.028 D_real: 0.775 D_fake: 1.146 (epoch: 396, iters: 7246, time: 0.063) G_GAN: 0.062 G_GAN_Feat: 0.980 G_ID: 0.116 G_Rec: 0.474 D_GP: 0.037 D_real: 0.670 D_fake: 0.939 (epoch: 396, iters: 7646, time: 0.063) G_GAN: -0.055 G_GAN_Feat: 0.762 G_ID: 0.092 G_Rec: 0.312 D_GP: 0.039 D_real: 0.791 D_fake: 1.055 (epoch: 396, iters: 8046, time: 0.064) G_GAN: -0.025 G_GAN_Feat: 1.147 G_ID: 0.115 G_Rec: 0.465 D_GP: 0.401 D_real: 0.233 D_fake: 1.026 (epoch: 396, iters: 8446, time: 0.063) G_GAN: 0.034 G_GAN_Feat: 0.757 G_ID: 0.101 G_Rec: 0.300 D_GP: 0.056 D_real: 0.822 D_fake: 0.966 (epoch: 397, iters: 238, time: 0.063) G_GAN: 0.258 G_GAN_Feat: 1.038 G_ID: 0.128 G_Rec: 0.427 D_GP: 0.096 D_real: 0.515 D_fake: 0.742 (epoch: 397, iters: 638, time: 0.063) G_GAN: 0.152 G_GAN_Feat: 0.839 G_ID: 0.100 G_Rec: 0.347 D_GP: 0.035 D_real: 0.865 D_fake: 0.848 (epoch: 397, iters: 1038, time: 0.064) G_GAN: 0.664 G_GAN_Feat: 1.157 G_ID: 0.117 G_Rec: 0.441 D_GP: 0.051 D_real: 0.793 D_fake: 0.393 (epoch: 397, iters: 1438, time: 0.063) G_GAN: 0.247 G_GAN_Feat: 0.812 G_ID: 0.094 G_Rec: 0.334 D_GP: 0.063 D_real: 0.957 D_fake: 0.754 (epoch: 397, iters: 1838, time: 0.063) G_GAN: 0.679 G_GAN_Feat: 0.887 G_ID: 0.130 G_Rec: 0.447 D_GP: 0.039 D_real: 1.282 D_fake: 0.357 (epoch: 397, iters: 2238, time: 0.063) G_GAN: 0.049 G_GAN_Feat: 0.795 G_ID: 0.096 G_Rec: 0.327 D_GP: 0.054 D_real: 0.840 D_fake: 0.951 (epoch: 397, iters: 2638, time: 0.064) G_GAN: 0.467 G_GAN_Feat: 1.017 G_ID: 0.134 G_Rec: 0.455 D_GP: 0.057 D_real: 0.869 D_fake: 0.564 (epoch: 397, iters: 3038, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 0.933 G_ID: 0.117 G_Rec: 0.355 D_GP: 0.101 D_real: 0.678 D_fake: 0.764 (epoch: 397, iters: 3438, time: 0.063) G_GAN: 0.580 G_GAN_Feat: 1.003 G_ID: 0.139 G_Rec: 0.458 D_GP: 0.047 D_real: 1.116 D_fake: 0.434 (epoch: 397, iters: 3838, time: 0.063) G_GAN: 0.399 G_GAN_Feat: 0.749 G_ID: 0.093 G_Rec: 0.282 D_GP: 0.037 D_real: 1.222 D_fake: 0.604 (epoch: 397, iters: 4238, time: 0.064) G_GAN: 0.920 G_GAN_Feat: 0.983 G_ID: 0.130 G_Rec: 0.446 D_GP: 0.053 D_real: 1.527 D_fake: 0.224 (epoch: 397, iters: 4638, time: 0.063) G_GAN: 0.371 G_GAN_Feat: 0.661 G_ID: 0.084 G_Rec: 0.279 D_GP: 0.029 D_real: 1.244 D_fake: 0.633 (epoch: 397, iters: 5038, time: 0.063) G_GAN: 0.137 G_GAN_Feat: 0.994 G_ID: 0.121 G_Rec: 0.446 D_GP: 0.043 D_real: 0.507 D_fake: 0.863 (epoch: 397, iters: 5438, time: 0.063) G_GAN: 0.168 G_GAN_Feat: 0.895 G_ID: 0.095 G_Rec: 0.328 D_GP: 0.095 D_real: 0.396 D_fake: 0.837 (epoch: 397, iters: 5838, time: 0.064) G_GAN: 0.662 G_GAN_Feat: 0.951 G_ID: 0.115 G_Rec: 0.418 D_GP: 0.031 D_real: 1.277 D_fake: 0.357 (epoch: 397, iters: 6238, time: 0.063) G_GAN: 0.360 G_GAN_Feat: 0.877 G_ID: 0.093 G_Rec: 0.331 D_GP: 0.074 D_real: 0.613 D_fake: 0.691 (epoch: 397, iters: 6638, time: 0.063) G_GAN: 0.375 G_GAN_Feat: 0.921 G_ID: 0.118 G_Rec: 0.427 D_GP: 0.034 D_real: 1.017 D_fake: 0.627 (epoch: 397, iters: 7038, time: 0.063) G_GAN: 0.519 G_GAN_Feat: 0.729 G_ID: 0.101 G_Rec: 0.355 D_GP: 0.030 D_real: 1.350 D_fake: 0.496 (epoch: 397, iters: 7438, time: 0.063) G_GAN: 0.733 G_GAN_Feat: 1.051 G_ID: 0.118 G_Rec: 0.448 D_GP: 0.068 D_real: 1.002 D_fake: 0.305 (epoch: 397, iters: 7838, time: 0.063) G_GAN: 0.233 G_GAN_Feat: 0.801 G_ID: 0.115 G_Rec: 0.321 D_GP: 0.041 D_real: 0.803 D_fake: 0.771 (epoch: 397, iters: 8238, time: 0.063) G_GAN: 0.234 G_GAN_Feat: 0.973 G_ID: 0.139 G_Rec: 0.462 D_GP: 0.065 D_real: 0.908 D_fake: 0.767 (epoch: 397, iters: 8638, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.740 G_ID: 0.093 G_Rec: 0.316 D_GP: 0.057 D_real: 1.092 D_fake: 0.850 (epoch: 398, iters: 430, time: 0.063) G_GAN: 0.269 G_GAN_Feat: 0.981 G_ID: 0.108 G_Rec: 0.437 D_GP: 0.063 D_real: 0.891 D_fake: 0.732 (epoch: 398, iters: 830, time: 0.063) G_GAN: 0.181 G_GAN_Feat: 0.699 G_ID: 0.093 G_Rec: 0.295 D_GP: 0.042 D_real: 1.148 D_fake: 0.821 (epoch: 398, iters: 1230, time: 0.063) G_GAN: 0.347 G_GAN_Feat: 0.984 G_ID: 0.121 G_Rec: 0.459 D_GP: 0.067 D_real: 0.886 D_fake: 0.660 (epoch: 398, iters: 1630, time: 0.064) G_GAN: 0.013 G_GAN_Feat: 0.816 G_ID: 0.104 G_Rec: 0.349 D_GP: 0.069 D_real: 0.700 D_fake: 0.987 (epoch: 398, iters: 2030, time: 0.063) G_GAN: 0.285 G_GAN_Feat: 0.923 G_ID: 0.125 G_Rec: 0.427 D_GP: 0.054 D_real: 0.858 D_fake: 0.725 (epoch: 398, iters: 2430, time: 0.063) G_GAN: 0.157 G_GAN_Feat: 0.736 G_ID: 0.092 G_Rec: 0.330 D_GP: 0.048 D_real: 0.984 D_fake: 0.844 (epoch: 398, iters: 2830, time: 0.063) G_GAN: 0.218 G_GAN_Feat: 0.933 G_ID: 0.123 G_Rec: 0.417 D_GP: 0.102 D_real: 0.787 D_fake: 0.783 (epoch: 398, iters: 3230, time: 0.064) G_GAN: 0.071 G_GAN_Feat: 0.703 G_ID: 0.106 G_Rec: 0.304 D_GP: 0.039 D_real: 0.881 D_fake: 0.929 (epoch: 398, iters: 3630, time: 0.063) G_GAN: 0.533 G_GAN_Feat: 0.993 G_ID: 0.124 G_Rec: 0.466 D_GP: 0.050 D_real: 1.028 D_fake: 0.486 (epoch: 398, iters: 4030, time: 0.063) G_GAN: 0.147 G_GAN_Feat: 0.774 G_ID: 0.119 G_Rec: 0.337 D_GP: 0.043 D_real: 0.986 D_fake: 0.854 (epoch: 398, iters: 4430, time: 0.063) G_GAN: 0.409 G_GAN_Feat: 1.007 G_ID: 0.102 G_Rec: 0.428 D_GP: 0.048 D_real: 1.181 D_fake: 0.608 (epoch: 398, iters: 4830, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.772 G_ID: 0.106 G_Rec: 0.305 D_GP: 0.052 D_real: 0.863 D_fake: 0.879 (epoch: 398, iters: 5230, time: 0.063) G_GAN: 0.209 G_GAN_Feat: 0.949 G_ID: 0.125 G_Rec: 0.420 D_GP: 0.051 D_real: 0.804 D_fake: 0.794 (epoch: 398, iters: 5630, time: 0.063) G_GAN: 0.212 G_GAN_Feat: 0.736 G_ID: 0.117 G_Rec: 0.296 D_GP: 0.036 D_real: 1.050 D_fake: 0.790 (epoch: 398, iters: 6030, time: 0.063) G_GAN: 0.381 G_GAN_Feat: 0.915 G_ID: 0.101 G_Rec: 0.438 D_GP: 0.038 D_real: 0.969 D_fake: 0.620 (epoch: 398, iters: 6430, time: 0.064) G_GAN: 0.014 G_GAN_Feat: 0.805 G_ID: 0.110 G_Rec: 0.336 D_GP: 0.075 D_real: 0.789 D_fake: 0.986 (epoch: 398, iters: 6830, time: 0.063) G_GAN: 0.463 G_GAN_Feat: 0.970 G_ID: 0.108 G_Rec: 0.443 D_GP: 0.041 D_real: 0.900 D_fake: 0.548 (epoch: 398, iters: 7230, time: 0.063) G_GAN: 0.070 G_GAN_Feat: 0.793 G_ID: 0.094 G_Rec: 0.321 D_GP: 0.052 D_real: 0.658 D_fake: 0.930 (epoch: 398, iters: 7630, time: 0.063) G_GAN: 0.663 G_GAN_Feat: 1.020 G_ID: 0.105 G_Rec: 0.431 D_GP: 0.036 D_real: 1.196 D_fake: 0.399 (epoch: 398, iters: 8030, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.803 G_ID: 0.099 G_Rec: 0.310 D_GP: 0.049 D_real: 0.801 D_fake: 0.845 (epoch: 398, iters: 8430, time: 0.063) G_GAN: 0.538 G_GAN_Feat: 1.030 G_ID: 0.115 G_Rec: 0.437 D_GP: 0.330 D_real: 0.752 D_fake: 0.475 (epoch: 399, iters: 222, time: 0.063) G_GAN: 0.085 G_GAN_Feat: 0.759 G_ID: 0.097 G_Rec: 0.306 D_GP: 0.050 D_real: 0.793 D_fake: 0.915 (epoch: 399, iters: 622, time: 0.063) G_GAN: 0.490 G_GAN_Feat: 0.933 G_ID: 0.129 G_Rec: 0.412 D_GP: 0.037 D_real: 1.099 D_fake: 0.513 (epoch: 399, iters: 1022, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.867 G_ID: 0.105 G_Rec: 0.334 D_GP: 0.121 D_real: 0.831 D_fake: 0.632 (epoch: 399, iters: 1422, time: 0.063) G_GAN: 0.406 G_GAN_Feat: 1.030 G_ID: 0.119 G_Rec: 0.432 D_GP: 0.043 D_real: 0.869 D_fake: 0.597 (epoch: 399, iters: 1822, time: 0.063) G_GAN: -0.107 G_GAN_Feat: 0.755 G_ID: 0.101 G_Rec: 0.294 D_GP: 0.035 D_real: 0.694 D_fake: 1.107 (epoch: 399, iters: 2222, time: 0.063) G_GAN: 0.379 G_GAN_Feat: 0.967 G_ID: 0.129 G_Rec: 0.457 D_GP: 0.035 D_real: 1.036 D_fake: 0.622 (epoch: 399, iters: 2622, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.793 G_ID: 0.095 G_Rec: 0.302 D_GP: 0.034 D_real: 1.299 D_fake: 0.653 (epoch: 399, iters: 3022, time: 0.063) G_GAN: 0.218 G_GAN_Feat: 0.920 G_ID: 0.123 G_Rec: 0.399 D_GP: 0.042 D_real: 0.828 D_fake: 0.784 (epoch: 399, iters: 3422, time: 0.063) G_GAN: 0.296 G_GAN_Feat: 0.803 G_ID: 0.091 G_Rec: 0.307 D_GP: 0.051 D_real: 0.973 D_fake: 0.704 (epoch: 399, iters: 3822, time: 0.063) G_GAN: 0.898 G_GAN_Feat: 1.011 G_ID: 0.123 G_Rec: 0.436 D_GP: 0.045 D_real: 1.359 D_fake: 0.213 (epoch: 399, iters: 4222, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 0.802 G_ID: 0.102 G_Rec: 0.318 D_GP: 0.039 D_real: 1.048 D_fake: 0.683 (epoch: 399, iters: 4622, time: 0.063) G_GAN: 0.558 G_GAN_Feat: 1.073 G_ID: 0.123 G_Rec: 0.452 D_GP: 0.117 D_real: 0.694 D_fake: 0.451 (epoch: 399, iters: 5022, time: 0.063) G_GAN: 0.602 G_GAN_Feat: 0.828 G_ID: 0.092 G_Rec: 0.272 D_GP: 0.038 D_real: 1.167 D_fake: 0.412 (epoch: 399, iters: 5422, time: 0.063) G_GAN: 0.619 G_GAN_Feat: 0.975 G_ID: 0.138 G_Rec: 0.433 D_GP: 0.033 D_real: 1.271 D_fake: 0.390 (epoch: 399, iters: 5822, time: 0.064) G_GAN: 0.387 G_GAN_Feat: 0.896 G_ID: 0.103 G_Rec: 0.335 D_GP: 0.063 D_real: 0.795 D_fake: 0.748 (epoch: 399, iters: 6222, time: 0.063) G_GAN: 0.607 G_GAN_Feat: 1.048 G_ID: 0.114 G_Rec: 0.435 D_GP: 0.040 D_real: 1.089 D_fake: 0.408 (epoch: 399, iters: 6622, time: 0.063) G_GAN: 0.261 G_GAN_Feat: 1.030 G_ID: 0.108 G_Rec: 0.365 D_GP: 0.031 D_real: 1.354 D_fake: 0.775 (epoch: 399, iters: 7022, time: 0.063) G_GAN: 0.156 G_GAN_Feat: 0.807 G_ID: 0.136 G_Rec: 0.420 D_GP: 0.026 D_real: 0.921 D_fake: 0.844 (epoch: 399, iters: 7422, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.672 G_ID: 0.100 G_Rec: 0.362 D_GP: 0.025 D_real: 0.986 D_fake: 0.917 (epoch: 399, iters: 7822, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 0.843 G_ID: 0.122 G_Rec: 0.430 D_GP: 0.030 D_real: 0.895 D_fake: 0.763 (epoch: 399, iters: 8222, time: 0.063) G_GAN: -0.026 G_GAN_Feat: 0.635 G_ID: 0.102 G_Rec: 0.319 D_GP: 0.035 D_real: 0.844 D_fake: 1.026 (epoch: 399, iters: 8622, time: 0.063) G_GAN: -0.030 G_GAN_Feat: 0.879 G_ID: 0.156 G_Rec: 0.442 D_GP: 0.055 D_real: 0.561 D_fake: 1.031 (epoch: 400, iters: 414, time: 0.064) G_GAN: -0.273 G_GAN_Feat: 0.859 G_ID: 0.118 G_Rec: 0.355 D_GP: 0.091 D_real: 0.374 D_fake: 1.273 (epoch: 400, iters: 814, time: 0.063) G_GAN: 0.541 G_GAN_Feat: 0.848 G_ID: 0.106 G_Rec: 0.404 D_GP: 0.036 D_real: 1.260 D_fake: 0.514 (epoch: 400, iters: 1214, time: 0.063) G_GAN: 0.054 G_GAN_Feat: 0.699 G_ID: 0.104 G_Rec: 0.296 D_GP: 0.037 D_real: 0.966 D_fake: 0.946 (epoch: 400, iters: 1614, time: 0.063) G_GAN: 0.619 G_GAN_Feat: 1.016 G_ID: 0.120 G_Rec: 0.440 D_GP: 0.042 D_real: 1.027 D_fake: 0.417 (epoch: 400, iters: 2014, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.592 G_ID: 0.092 G_Rec: 0.273 D_GP: 0.027 D_real: 1.076 D_fake: 0.869 (epoch: 400, iters: 2414, time: 0.063) G_GAN: 0.347 G_GAN_Feat: 0.873 G_ID: 0.105 G_Rec: 0.445 D_GP: 0.036 D_real: 1.002 D_fake: 0.668 (epoch: 400, iters: 2814, time: 0.063) G_GAN: -0.021 G_GAN_Feat: 0.617 G_ID: 0.091 G_Rec: 0.305 D_GP: 0.032 D_real: 0.796 D_fake: 1.021 (epoch: 400, iters: 3214, time: 0.063) G_GAN: 0.339 G_GAN_Feat: 0.872 G_ID: 0.127 G_Rec: 0.411 D_GP: 0.077 D_real: 0.914 D_fake: 0.687 (epoch: 400, iters: 3614, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.662 G_ID: 0.093 G_Rec: 0.351 D_GP: 0.035 D_real: 0.986 D_fake: 0.901 (epoch: 400, iters: 4014, time: 0.063) G_GAN: 0.268 G_GAN_Feat: 1.007 G_ID: 0.118 G_Rec: 0.459 D_GP: 0.107 D_real: 0.775 D_fake: 0.742 (epoch: 400, iters: 4414, time: 0.063) G_GAN: -0.157 G_GAN_Feat: 0.657 G_ID: 0.104 G_Rec: 0.320 D_GP: 0.029 D_real: 0.694 D_fake: 1.157 (epoch: 400, iters: 4814, time: 0.063) G_GAN: 0.149 G_GAN_Feat: 1.035 G_ID: 0.137 G_Rec: 0.466 D_GP: 0.056 D_real: 0.547 D_fake: 0.854 (epoch: 400, iters: 5214, time: 0.064) G_GAN: 0.367 G_GAN_Feat: 0.641 G_ID: 0.093 G_Rec: 0.262 D_GP: 0.033 D_real: 1.224 D_fake: 0.641 (epoch: 400, iters: 5614, time: 0.063) G_GAN: 0.336 G_GAN_Feat: 0.999 G_ID: 0.132 G_Rec: 0.429 D_GP: 0.155 D_real: 0.761 D_fake: 0.672 (epoch: 400, iters: 6014, time: 0.063) G_GAN: 0.041 G_GAN_Feat: 0.836 G_ID: 0.117 G_Rec: 0.343 D_GP: 0.096 D_real: 0.682 D_fake: 0.959 (epoch: 400, iters: 6414, time: 0.063) G_GAN: 0.282 G_GAN_Feat: 1.012 G_ID: 0.121 G_Rec: 0.426 D_GP: 0.075 D_real: 0.553 D_fake: 0.719 (epoch: 400, iters: 6814, time: 0.064) G_GAN: 0.058 G_GAN_Feat: 0.775 G_ID: 0.086 G_Rec: 0.291 D_GP: 0.040 D_real: 0.743 D_fake: 0.942 (epoch: 400, iters: 7214, time: 0.063) G_GAN: 0.519 G_GAN_Feat: 0.868 G_ID: 0.134 G_Rec: 0.438 D_GP: 0.029 D_real: 1.245 D_fake: 0.509 (epoch: 400, iters: 7614, time: 0.063) G_GAN: 0.317 G_GAN_Feat: 0.679 G_ID: 0.097 G_Rec: 0.310 D_GP: 0.030 D_real: 1.207 D_fake: 0.683 (epoch: 400, iters: 8014, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 0.842 G_ID: 0.121 G_Rec: 0.381 D_GP: 0.035 D_real: 1.034 D_fake: 0.581 (epoch: 400, iters: 8414, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.687 G_ID: 0.122 G_Rec: 0.285 D_GP: 0.037 D_real: 1.101 D_fake: 0.755 (epoch: 401, iters: 206, time: 0.064) G_GAN: 0.659 G_GAN_Feat: 0.965 G_ID: 0.101 G_Rec: 0.435 D_GP: 0.032 D_real: 1.337 D_fake: 0.349 (epoch: 401, iters: 606, time: 0.063) G_GAN: 0.376 G_GAN_Feat: 0.890 G_ID: 0.108 G_Rec: 0.363 D_GP: 0.115 D_real: 0.576 D_fake: 0.650 (epoch: 401, iters: 1006, time: 0.063) G_GAN: 0.886 G_GAN_Feat: 1.085 G_ID: 0.130 G_Rec: 0.426 D_GP: 0.146 D_real: 0.897 D_fake: 0.349 (epoch: 401, iters: 1406, time: 0.064) G_GAN: 0.307 G_GAN_Feat: 0.744 G_ID: 0.114 G_Rec: 0.308 D_GP: 0.028 D_real: 1.186 D_fake: 0.694 (epoch: 401, iters: 1806, time: 0.063) G_GAN: 0.896 G_GAN_Feat: 1.130 G_ID: 0.112 G_Rec: 0.478 D_GP: 0.129 D_real: 0.765 D_fake: 0.211 (epoch: 401, iters: 2206, time: 0.063) G_GAN: 0.226 G_GAN_Feat: 1.001 G_ID: 0.097 G_Rec: 0.338 D_GP: 0.809 D_real: 0.295 D_fake: 0.779 (epoch: 401, iters: 2606, time: 0.063) G_GAN: 0.119 G_GAN_Feat: 0.951 G_ID: 0.134 G_Rec: 0.439 D_GP: 0.060 D_real: 0.643 D_fake: 0.881 (epoch: 401, iters: 3006, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.765 G_ID: 0.102 G_Rec: 0.324 D_GP: 0.032 D_real: 1.131 D_fake: 0.761 (epoch: 401, iters: 3406, time: 0.063) G_GAN: 0.476 G_GAN_Feat: 0.955 G_ID: 0.117 G_Rec: 0.412 D_GP: 0.040 D_real: 1.047 D_fake: 0.531 (epoch: 401, iters: 3806, time: 0.063) G_GAN: 0.271 G_GAN_Feat: 0.725 G_ID: 0.101 G_Rec: 0.297 D_GP: 0.036 D_real: 1.106 D_fake: 0.730 (epoch: 401, iters: 4206, time: 0.063) G_GAN: 0.541 G_GAN_Feat: 0.917 G_ID: 0.127 G_Rec: 0.450 D_GP: 0.033 D_real: 1.237 D_fake: 0.470 (epoch: 401, iters: 4606, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.811 G_ID: 0.098 G_Rec: 0.318 D_GP: 0.037 D_real: 0.871 D_fake: 0.802 (epoch: 401, iters: 5006, time: 0.063) G_GAN: 0.710 G_GAN_Feat: 0.976 G_ID: 0.123 G_Rec: 0.385 D_GP: 0.046 D_real: 1.122 D_fake: 0.308 (epoch: 401, iters: 5406, time: 0.063) G_GAN: 0.168 G_GAN_Feat: 0.722 G_ID: 0.116 G_Rec: 0.301 D_GP: 0.038 D_real: 1.045 D_fake: 0.836 (epoch: 401, iters: 5806, time: 0.063) G_GAN: 0.307 G_GAN_Feat: 1.036 G_ID: 0.149 G_Rec: 0.472 D_GP: 0.285 D_real: 0.616 D_fake: 0.702 (epoch: 401, iters: 6206, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.738 G_ID: 0.099 G_Rec: 0.327 D_GP: 0.038 D_real: 1.207 D_fake: 0.596 (epoch: 401, iters: 6606, time: 0.063) G_GAN: 0.672 G_GAN_Feat: 1.126 G_ID: 0.122 G_Rec: 0.483 D_GP: 0.154 D_real: 0.500 D_fake: 0.373 (epoch: 401, iters: 7006, time: 0.063) G_GAN: 0.284 G_GAN_Feat: 0.795 G_ID: 0.108 G_Rec: 0.344 D_GP: 0.038 D_real: 1.101 D_fake: 0.716 (epoch: 401, iters: 7406, time: 0.063) G_GAN: 0.673 G_GAN_Feat: 0.899 G_ID: 0.116 G_Rec: 0.390 D_GP: 0.041 D_real: 1.323 D_fake: 0.365 (epoch: 401, iters: 7806, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.879 G_ID: 0.088 G_Rec: 0.352 D_GP: 0.054 D_real: 0.818 D_fake: 0.638 (epoch: 401, iters: 8206, time: 0.063) G_GAN: 0.626 G_GAN_Feat: 1.027 G_ID: 0.121 G_Rec: 0.434 D_GP: 0.032 D_real: 1.125 D_fake: 0.425 (epoch: 401, iters: 8606, time: 0.063) G_GAN: -0.029 G_GAN_Feat: 0.964 G_ID: 0.110 G_Rec: 0.351 D_GP: 0.214 D_real: 0.426 D_fake: 1.029 (epoch: 402, iters: 398, time: 0.063) G_GAN: 0.343 G_GAN_Feat: 0.909 G_ID: 0.130 G_Rec: 0.429 D_GP: 0.030 D_real: 1.018 D_fake: 0.660 (epoch: 402, iters: 798, time: 0.064) G_GAN: 0.090 G_GAN_Feat: 0.684 G_ID: 0.105 G_Rec: 0.311 D_GP: 0.027 D_real: 1.031 D_fake: 0.910 (epoch: 402, iters: 1198, time: 0.063) G_GAN: 0.425 G_GAN_Feat: 0.966 G_ID: 0.119 G_Rec: 0.457 D_GP: 0.045 D_real: 0.892 D_fake: 0.610 (epoch: 402, iters: 1598, time: 0.063) G_GAN: 0.100 G_GAN_Feat: 0.681 G_ID: 0.091 G_Rec: 0.303 D_GP: 0.037 D_real: 1.020 D_fake: 0.900 (epoch: 402, iters: 1998, time: 0.063) G_GAN: 0.323 G_GAN_Feat: 0.868 G_ID: 0.110 G_Rec: 0.435 D_GP: 0.041 D_real: 1.002 D_fake: 0.692 (epoch: 402, iters: 2398, time: 0.064) G_GAN: 0.047 G_GAN_Feat: 0.731 G_ID: 0.098 G_Rec: 0.306 D_GP: 0.041 D_real: 0.830 D_fake: 0.953 (epoch: 402, iters: 2798, time: 0.063) G_GAN: 0.556 G_GAN_Feat: 0.961 G_ID: 0.108 G_Rec: 0.476 D_GP: 0.036 D_real: 1.260 D_fake: 0.484 (epoch: 402, iters: 3198, time: 0.063) G_GAN: 0.004 G_GAN_Feat: 0.928 G_ID: 0.118 G_Rec: 0.387 D_GP: 0.556 D_real: 0.441 D_fake: 0.997 (epoch: 402, iters: 3598, time: 0.063) G_GAN: 0.412 G_GAN_Feat: 1.053 G_ID: 0.104 G_Rec: 0.500 D_GP: 0.040 D_real: 0.857 D_fake: 0.592 (epoch: 402, iters: 3998, time: 0.063) G_GAN: 0.405 G_GAN_Feat: 0.700 G_ID: 0.091 G_Rec: 0.316 D_GP: 0.049 D_real: 1.268 D_fake: 0.604 (epoch: 402, iters: 4398, time: 0.063) G_GAN: 0.469 G_GAN_Feat: 0.978 G_ID: 0.114 G_Rec: 0.417 D_GP: 0.113 D_real: 0.904 D_fake: 0.538 (epoch: 402, iters: 4798, time: 0.063) G_GAN: 0.224 G_GAN_Feat: 0.775 G_ID: 0.103 G_Rec: 0.317 D_GP: 0.088 D_real: 0.867 D_fake: 0.777 (epoch: 402, iters: 5198, time: 0.064) G_GAN: 0.730 G_GAN_Feat: 0.993 G_ID: 0.135 G_Rec: 0.469 D_GP: 0.041 D_real: 1.173 D_fake: 0.303 (epoch: 402, iters: 5598, time: 0.063) G_GAN: 0.145 G_GAN_Feat: 0.745 G_ID: 0.122 G_Rec: 0.313 D_GP: 0.036 D_real: 0.932 D_fake: 0.855 (epoch: 402, iters: 5998, time: 0.063) G_GAN: 0.696 G_GAN_Feat: 1.016 G_ID: 0.118 G_Rec: 0.440 D_GP: 0.545 D_real: 0.854 D_fake: 0.346 (epoch: 402, iters: 6398, time: 0.063) G_GAN: 0.220 G_GAN_Feat: 0.739 G_ID: 0.111 G_Rec: 0.299 D_GP: 0.038 D_real: 1.044 D_fake: 0.780 (epoch: 402, iters: 6798, time: 0.064) G_GAN: 0.557 G_GAN_Feat: 1.016 G_ID: 0.127 G_Rec: 0.466 D_GP: 0.047 D_real: 1.023 D_fake: 0.450 (epoch: 402, iters: 7198, time: 0.063) G_GAN: 0.416 G_GAN_Feat: 0.855 G_ID: 0.097 G_Rec: 0.314 D_GP: 0.080 D_real: 0.793 D_fake: 0.591 (epoch: 402, iters: 7598, time: 0.063) G_GAN: 0.257 G_GAN_Feat: 1.197 G_ID: 0.124 G_Rec: 0.510 D_GP: 0.255 D_real: 0.240 D_fake: 0.749 (epoch: 402, iters: 7998, time: 0.063) G_GAN: 0.298 G_GAN_Feat: 0.858 G_ID: 0.119 G_Rec: 0.356 D_GP: 0.049 D_real: 0.969 D_fake: 0.712 (epoch: 402, iters: 8398, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 1.039 G_ID: 0.113 G_Rec: 0.420 D_GP: 0.050 D_real: 0.581 D_fake: 0.580 (epoch: 403, iters: 190, time: 0.063) G_GAN: 0.673 G_GAN_Feat: 1.016 G_ID: 0.110 G_Rec: 0.318 D_GP: 0.484 D_real: 0.566 D_fake: 0.386 (epoch: 403, iters: 590, time: 0.063) G_GAN: 0.966 G_GAN_Feat: 1.084 G_ID: 0.120 G_Rec: 0.471 D_GP: 0.039 D_real: 1.289 D_fake: 0.181 (epoch: 403, iters: 990, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 0.978 G_ID: 0.114 G_Rec: 0.355 D_GP: 0.394 D_real: 0.284 D_fake: 0.833 (epoch: 403, iters: 1390, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 0.890 G_ID: 0.124 G_Rec: 0.413 D_GP: 0.029 D_real: 1.097 D_fake: 0.677 (epoch: 403, iters: 1790, time: 0.063) G_GAN: -0.012 G_GAN_Feat: 0.878 G_ID: 0.110 G_Rec: 0.331 D_GP: 0.129 D_real: 0.382 D_fake: 1.012 (epoch: 403, iters: 2190, time: 0.063) G_GAN: 0.717 G_GAN_Feat: 0.987 G_ID: 0.110 G_Rec: 0.395 D_GP: 0.032 D_real: 1.191 D_fake: 0.305 (epoch: 403, iters: 2590, time: 0.063) G_GAN: 0.192 G_GAN_Feat: 0.807 G_ID: 0.120 G_Rec: 0.332 D_GP: 0.066 D_real: 0.864 D_fake: 0.808 (epoch: 403, iters: 2990, time: 0.064) G_GAN: 0.605 G_GAN_Feat: 0.936 G_ID: 0.139 G_Rec: 0.412 D_GP: 0.034 D_real: 1.316 D_fake: 0.423 (epoch: 403, iters: 3390, time: 0.063) G_GAN: 0.147 G_GAN_Feat: 0.854 G_ID: 0.090 G_Rec: 0.319 D_GP: 0.032 D_real: 0.913 D_fake: 0.853 (epoch: 403, iters: 3790, time: 0.063) G_GAN: 0.417 G_GAN_Feat: 0.914 G_ID: 0.127 G_Rec: 0.453 D_GP: 0.036 D_real: 1.209 D_fake: 0.586 (epoch: 403, iters: 4190, time: 0.064) G_GAN: 0.066 G_GAN_Feat: 0.693 G_ID: 0.104 G_Rec: 0.295 D_GP: 0.043 D_real: 0.814 D_fake: 0.934 (epoch: 403, iters: 4590, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.997 G_ID: 0.115 G_Rec: 0.443 D_GP: 0.057 D_real: 0.892 D_fake: 0.511 (epoch: 403, iters: 4990, time: 0.063) G_GAN: 0.289 G_GAN_Feat: 0.838 G_ID: 0.104 G_Rec: 0.323 D_GP: 0.034 D_real: 0.873 D_fake: 0.712 (epoch: 403, iters: 5390, time: 0.063) G_GAN: 0.451 G_GAN_Feat: 0.986 G_ID: 0.106 G_Rec: 0.464 D_GP: 0.038 D_real: 1.075 D_fake: 0.552 (epoch: 403, iters: 5790, time: 0.063) G_GAN: 0.285 G_GAN_Feat: 0.781 G_ID: 0.096 G_Rec: 0.324 D_GP: 0.110 D_real: 0.864 D_fake: 0.715 (epoch: 403, iters: 6190, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 1.015 G_ID: 0.139 G_Rec: 0.448 D_GP: 0.067 D_real: 0.864 D_fake: 0.639 (epoch: 403, iters: 6590, time: 0.063) G_GAN: 0.309 G_GAN_Feat: 0.798 G_ID: 0.095 G_Rec: 0.299 D_GP: 0.083 D_real: 0.856 D_fake: 0.693 (epoch: 403, iters: 6990, time: 0.063) G_GAN: 0.700 G_GAN_Feat: 1.163 G_ID: 0.126 G_Rec: 0.425 D_GP: 0.740 D_real: 0.589 D_fake: 0.325 (epoch: 403, iters: 7390, time: 0.063) G_GAN: 0.180 G_GAN_Feat: 0.836 G_ID: 0.096 G_Rec: 0.301 D_GP: 0.049 D_real: 0.689 D_fake: 0.821 (epoch: 403, iters: 7790, time: 0.064) G_GAN: 0.538 G_GAN_Feat: 0.981 G_ID: 0.118 G_Rec: 0.431 D_GP: 0.039 D_real: 1.048 D_fake: 0.472 (epoch: 403, iters: 8190, time: 0.063) G_GAN: 0.230 G_GAN_Feat: 0.822 G_ID: 0.096 G_Rec: 0.320 D_GP: 0.039 D_real: 0.981 D_fake: 0.770 (epoch: 403, iters: 8590, time: 0.063) G_GAN: 0.654 G_GAN_Feat: 1.029 G_ID: 0.108 G_Rec: 0.440 D_GP: 0.035 D_real: 1.161 D_fake: 0.383 (epoch: 404, iters: 382, time: 0.063) G_GAN: 0.260 G_GAN_Feat: 0.879 G_ID: 0.111 G_Rec: 0.336 D_GP: 0.096 D_real: 0.367 D_fake: 0.744 (epoch: 404, iters: 782, time: 0.064) G_GAN: 0.584 G_GAN_Feat: 1.254 G_ID: 0.126 G_Rec: 0.533 D_GP: 1.268 D_real: 0.302 D_fake: 0.489 (epoch: 404, iters: 1182, time: 0.063) G_GAN: -0.237 G_GAN_Feat: 0.670 G_ID: 0.115 G_Rec: 0.296 D_GP: 0.025 D_real: 0.681 D_fake: 1.237 (epoch: 404, iters: 1582, time: 0.063) G_GAN: 0.061 G_GAN_Feat: 0.958 G_ID: 0.115 G_Rec: 0.479 D_GP: 0.024 D_real: 0.840 D_fake: 0.940 (epoch: 404, iters: 1982, time: 0.063) G_GAN: -0.116 G_GAN_Feat: 0.698 G_ID: 0.094 G_Rec: 0.327 D_GP: 0.031 D_real: 0.756 D_fake: 1.117 (epoch: 404, iters: 2382, time: 0.064) G_GAN: 0.057 G_GAN_Feat: 0.819 G_ID: 0.111 G_Rec: 0.382 D_GP: 0.035 D_real: 0.706 D_fake: 0.946 (epoch: 404, iters: 2782, time: 0.063) G_GAN: -0.041 G_GAN_Feat: 0.669 G_ID: 0.089 G_Rec: 0.308 D_GP: 0.034 D_real: 0.838 D_fake: 1.041 (epoch: 404, iters: 3182, time: 0.063) G_GAN: -0.019 G_GAN_Feat: 0.943 G_ID: 0.118 G_Rec: 0.418 D_GP: 0.055 D_real: 0.532 D_fake: 1.019 (epoch: 404, iters: 3582, time: 0.063) G_GAN: 0.201 G_GAN_Feat: 0.742 G_ID: 0.096 G_Rec: 0.314 D_GP: 0.057 D_real: 0.930 D_fake: 0.804 (epoch: 404, iters: 3982, time: 0.064) G_GAN: 0.533 G_GAN_Feat: 0.965 G_ID: 0.114 G_Rec: 0.365 D_GP: 0.043 D_real: 0.979 D_fake: 0.475 (epoch: 404, iters: 4382, time: 0.063) G_GAN: 0.168 G_GAN_Feat: 0.722 G_ID: 0.091 G_Rec: 0.276 D_GP: 0.041 D_real: 0.907 D_fake: 0.832 (epoch: 404, iters: 4782, time: 0.063) G_GAN: 0.668 G_GAN_Feat: 0.991 G_ID: 0.103 G_Rec: 0.421 D_GP: 0.036 D_real: 1.075 D_fake: 0.356 (epoch: 404, iters: 5182, time: 0.063) G_GAN: 0.660 G_GAN_Feat: 0.853 G_ID: 0.095 G_Rec: 0.341 D_GP: 0.039 D_real: 1.451 D_fake: 0.355 (epoch: 404, iters: 5582, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 1.081 G_ID: 0.119 G_Rec: 0.443 D_GP: 0.045 D_real: 0.760 D_fake: 0.842 (epoch: 404, iters: 5982, time: 0.063) G_GAN: 0.229 G_GAN_Feat: 0.853 G_ID: 0.107 G_Rec: 0.303 D_GP: 0.044 D_real: 0.528 D_fake: 0.771 (epoch: 404, iters: 6382, time: 0.063) G_GAN: 0.335 G_GAN_Feat: 0.928 G_ID: 0.120 G_Rec: 0.445 D_GP: 0.031 D_real: 1.058 D_fake: 0.671 (epoch: 404, iters: 6782, time: 0.063) G_GAN: 0.216 G_GAN_Feat: 0.712 G_ID: 0.116 G_Rec: 0.301 D_GP: 0.034 D_real: 1.054 D_fake: 0.786 (epoch: 404, iters: 7182, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 1.107 G_ID: 0.114 G_Rec: 0.518 D_GP: 0.127 D_real: 0.702 D_fake: 0.555 (epoch: 404, iters: 7582, time: 0.063) G_GAN: 0.299 G_GAN_Feat: 0.768 G_ID: 0.103 G_Rec: 0.335 D_GP: 0.037 D_real: 0.998 D_fake: 0.704 (epoch: 404, iters: 7982, time: 0.063) G_GAN: 0.429 G_GAN_Feat: 1.163 G_ID: 0.111 G_Rec: 0.505 D_GP: 0.433 D_real: 1.237 D_fake: 0.809 (epoch: 404, iters: 8382, time: 0.063) G_GAN: -0.106 G_GAN_Feat: 0.821 G_ID: 0.109 G_Rec: 0.347 D_GP: 0.032 D_real: 0.647 D_fake: 1.106 (epoch: 405, iters: 174, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 1.016 G_ID: 0.133 G_Rec: 0.422 D_GP: 0.037 D_real: 0.772 D_fake: 0.727 (epoch: 405, iters: 574, time: 0.063) G_GAN: 0.284 G_GAN_Feat: 0.791 G_ID: 0.115 G_Rec: 0.298 D_GP: 0.065 D_real: 0.915 D_fake: 0.717 (epoch: 405, iters: 974, time: 0.063) G_GAN: 0.379 G_GAN_Feat: 0.911 G_ID: 0.121 G_Rec: 0.432 D_GP: 0.032 D_real: 1.046 D_fake: 0.623 (epoch: 405, iters: 1374, time: 0.063) G_GAN: 0.063 G_GAN_Feat: 0.824 G_ID: 0.112 G_Rec: 0.338 D_GP: 0.077 D_real: 0.713 D_fake: 0.937 (epoch: 405, iters: 1774, time: 0.064) G_GAN: 0.522 G_GAN_Feat: 1.061 G_ID: 0.110 G_Rec: 0.424 D_GP: 0.050 D_real: 0.735 D_fake: 0.479 (epoch: 405, iters: 2174, time: 0.063) G_GAN: 0.209 G_GAN_Feat: 0.966 G_ID: 0.095 G_Rec: 0.367 D_GP: 0.642 D_real: 0.271 D_fake: 0.804 (epoch: 405, iters: 2574, time: 0.063) G_GAN: 0.399 G_GAN_Feat: 0.969 G_ID: 0.112 G_Rec: 0.423 D_GP: 0.041 D_real: 1.064 D_fake: 0.601 (epoch: 405, iters: 2974, time: 0.063) G_GAN: 0.169 G_GAN_Feat: 1.022 G_ID: 0.114 G_Rec: 0.359 D_GP: 3.856 D_real: 0.381 D_fake: 0.835 (epoch: 405, iters: 3374, time: 0.064) G_GAN: 0.422 G_GAN_Feat: 0.859 G_ID: 0.110 G_Rec: 0.434 D_GP: 0.030 D_real: 1.175 D_fake: 0.581 (epoch: 405, iters: 3774, time: 0.063) G_GAN: 0.059 G_GAN_Feat: 0.730 G_ID: 0.091 G_Rec: 0.354 D_GP: 0.052 D_real: 0.824 D_fake: 0.941 (epoch: 405, iters: 4174, time: 0.063) G_GAN: 0.282 G_GAN_Feat: 0.919 G_ID: 0.113 G_Rec: 0.447 D_GP: 0.034 D_real: 0.945 D_fake: 0.719 (epoch: 405, iters: 4574, time: 0.063) G_GAN: 0.042 G_GAN_Feat: 0.723 G_ID: 0.092 G_Rec: 0.311 D_GP: 0.051 D_real: 0.813 D_fake: 0.958 (epoch: 405, iters: 4974, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 0.895 G_ID: 0.118 G_Rec: 0.391 D_GP: 0.063 D_real: 0.983 D_fake: 0.589 (epoch: 405, iters: 5374, time: 0.063) G_GAN: -0.120 G_GAN_Feat: 0.748 G_ID: 0.122 G_Rec: 0.331 D_GP: 0.063 D_real: 0.551 D_fake: 1.120 (epoch: 405, iters: 5774, time: 0.063) G_GAN: 0.506 G_GAN_Feat: 0.837 G_ID: 0.138 G_Rec: 0.375 D_GP: 0.028 D_real: 1.275 D_fake: 0.505 (epoch: 405, iters: 6174, time: 0.063) G_GAN: -0.044 G_GAN_Feat: 0.754 G_ID: 0.111 G_Rec: 0.334 D_GP: 0.049 D_real: 0.625 D_fake: 1.044 (epoch: 405, iters: 6574, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.956 G_ID: 0.113 G_Rec: 0.460 D_GP: 0.029 D_real: 1.049 D_fake: 0.578 (epoch: 405, iters: 6974, time: 0.063) G_GAN: -0.126 G_GAN_Feat: 0.842 G_ID: 0.098 G_Rec: 0.359 D_GP: 0.255 D_real: 0.419 D_fake: 1.127 (epoch: 405, iters: 7374, time: 0.063) G_GAN: 0.559 G_GAN_Feat: 0.956 G_ID: 0.122 G_Rec: 0.520 D_GP: 0.029 D_real: 1.104 D_fake: 0.445 (epoch: 405, iters: 7774, time: 0.063) G_GAN: 0.437 G_GAN_Feat: 0.713 G_ID: 0.093 G_Rec: 0.292 D_GP: 0.040 D_real: 1.203 D_fake: 0.571 (epoch: 405, iters: 8174, time: 0.064) G_GAN: 0.488 G_GAN_Feat: 1.115 G_ID: 0.132 G_Rec: 0.491 D_GP: 0.115 D_real: 0.488 D_fake: 0.519 (epoch: 405, iters: 8574, time: 0.063) G_GAN: 0.278 G_GAN_Feat: 0.712 G_ID: 0.102 G_Rec: 0.289 D_GP: 0.035 D_real: 1.048 D_fake: 0.722 (epoch: 406, iters: 366, time: 0.063) G_GAN: 0.518 G_GAN_Feat: 1.114 G_ID: 0.122 G_Rec: 0.471 D_GP: 0.219 D_real: 0.439 D_fake: 0.510 (epoch: 406, iters: 766, time: 0.063) G_GAN: 0.320 G_GAN_Feat: 0.854 G_ID: 0.112 G_Rec: 0.361 D_GP: 0.205 D_real: 0.985 D_fake: 0.817 (epoch: 406, iters: 1166, time: 0.064) G_GAN: 0.009 G_GAN_Feat: 0.925 G_ID: 0.142 G_Rec: 0.480 D_GP: 0.033 D_real: 0.681 D_fake: 0.991 (epoch: 406, iters: 1566, time: 0.063) G_GAN: 0.070 G_GAN_Feat: 0.784 G_ID: 0.099 G_Rec: 0.311 D_GP: 0.054 D_real: 0.882 D_fake: 0.930 (epoch: 406, iters: 1966, time: 0.063) G_GAN: 0.452 G_GAN_Feat: 1.114 G_ID: 0.127 G_Rec: 0.507 D_GP: 0.080 D_real: 0.363 D_fake: 0.553 (epoch: 406, iters: 2366, time: 0.063) G_GAN: 0.236 G_GAN_Feat: 1.011 G_ID: 0.097 G_Rec: 0.365 D_GP: 0.888 D_real: 0.374 D_fake: 0.767 (epoch: 406, iters: 2766, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 0.961 G_ID: 0.151 G_Rec: 0.417 D_GP: 0.038 D_real: 1.036 D_fake: 0.544 (epoch: 406, iters: 3166, time: 0.063) G_GAN: 0.314 G_GAN_Feat: 0.816 G_ID: 0.094 G_Rec: 0.325 D_GP: 0.046 D_real: 1.074 D_fake: 0.688 (epoch: 406, iters: 3566, time: 0.063) G_GAN: 0.793 G_GAN_Feat: 1.001 G_ID: 0.113 G_Rec: 0.469 D_GP: 0.041 D_real: 1.345 D_fake: 0.276 (epoch: 406, iters: 3966, time: 0.063) G_GAN: 0.233 G_GAN_Feat: 0.862 G_ID: 0.101 G_Rec: 0.310 D_GP: 0.065 D_real: 0.650 D_fake: 0.772 (epoch: 406, iters: 4366, time: 0.064) G_GAN: 0.700 G_GAN_Feat: 1.133 G_ID: 0.112 G_Rec: 0.445 D_GP: 0.035 D_real: 1.184 D_fake: 0.349 (epoch: 406, iters: 4766, time: 0.063) G_GAN: 0.157 G_GAN_Feat: 0.999 G_ID: 0.092 G_Rec: 0.337 D_GP: 0.189 D_real: 0.511 D_fake: 0.857 (epoch: 406, iters: 5166, time: 0.063) G_GAN: 0.414 G_GAN_Feat: 1.284 G_ID: 0.150 G_Rec: 0.451 D_GP: 0.153 D_real: 0.139 D_fake: 0.616 (epoch: 406, iters: 5566, time: 0.063) G_GAN: 0.049 G_GAN_Feat: 0.975 G_ID: 0.141 G_Rec: 0.357 D_GP: 0.552 D_real: 0.383 D_fake: 0.954 (epoch: 406, iters: 5966, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.919 G_ID: 0.131 G_Rec: 0.426 D_GP: 0.031 D_real: 1.048 D_fake: 0.592 (epoch: 406, iters: 6366, time: 0.063) G_GAN: 0.220 G_GAN_Feat: 0.841 G_ID: 0.112 G_Rec: 0.351 D_GP: 0.033 D_real: 1.014 D_fake: 0.781 (epoch: 406, iters: 6766, time: 0.063) G_GAN: 0.220 G_GAN_Feat: 1.107 G_ID: 0.123 G_Rec: 0.464 D_GP: 0.100 D_real: 0.260 D_fake: 0.785 (epoch: 406, iters: 7166, time: 0.063) G_GAN: 0.162 G_GAN_Feat: 0.720 G_ID: 0.123 G_Rec: 0.309 D_GP: 0.031 D_real: 1.111 D_fake: 0.867 (epoch: 406, iters: 7566, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 0.841 G_ID: 0.140 G_Rec: 0.415 D_GP: 0.026 D_real: 0.957 D_fake: 0.798 (epoch: 406, iters: 7966, time: 0.063) G_GAN: 0.167 G_GAN_Feat: 0.778 G_ID: 0.118 G_Rec: 0.340 D_GP: 0.031 D_real: 0.987 D_fake: 0.834 (epoch: 406, iters: 8366, time: 0.063) G_GAN: 0.391 G_GAN_Feat: 0.937 G_ID: 0.127 G_Rec: 0.455 D_GP: 0.031 D_real: 1.052 D_fake: 0.623 (epoch: 407, iters: 158, time: 0.063) G_GAN: 0.022 G_GAN_Feat: 0.704 G_ID: 0.091 G_Rec: 0.314 D_GP: 0.032 D_real: 0.925 D_fake: 0.978 (epoch: 407, iters: 558, time: 0.063) G_GAN: 0.108 G_GAN_Feat: 0.899 G_ID: 0.134 G_Rec: 0.416 D_GP: 0.055 D_real: 0.709 D_fake: 0.894 (epoch: 407, iters: 958, time: 0.064) G_GAN: -0.131 G_GAN_Feat: 0.720 G_ID: 0.098 G_Rec: 0.379 D_GP: 0.040 D_real: 0.647 D_fake: 1.131 (epoch: 407, iters: 1358, time: 0.064) G_GAN: 0.478 G_GAN_Feat: 1.076 G_ID: 0.110 G_Rec: 0.486 D_GP: 0.049 D_real: 0.895 D_fake: 0.529 (epoch: 407, iters: 1758, time: 0.064) G_GAN: 0.036 G_GAN_Feat: 0.812 G_ID: 0.101 G_Rec: 0.316 D_GP: 0.121 D_real: 0.638 D_fake: 0.964 (epoch: 407, iters: 2158, time: 0.063) G_GAN: 0.347 G_GAN_Feat: 1.045 G_ID: 0.118 G_Rec: 0.449 D_GP: 0.046 D_real: 0.864 D_fake: 0.655 (epoch: 407, iters: 2558, time: 0.063) G_GAN: 0.401 G_GAN_Feat: 0.832 G_ID: 0.095 G_Rec: 0.305 D_GP: 0.039 D_real: 1.033 D_fake: 0.600 (epoch: 407, iters: 2958, time: 0.063) G_GAN: 0.661 G_GAN_Feat: 1.216 G_ID: 0.115 G_Rec: 0.454 D_GP: 0.067 D_real: 0.678 D_fake: 0.373 (epoch: 407, iters: 3358, time: 0.064) G_GAN: 0.662 G_GAN_Feat: 0.723 G_ID: 0.082 G_Rec: 0.269 D_GP: 0.034 D_real: 1.668 D_fake: 0.495 (epoch: 407, iters: 3758, time: 0.063) G_GAN: 0.827 G_GAN_Feat: 1.122 G_ID: 0.115 G_Rec: 0.435 D_GP: 0.046 D_real: 0.592 D_fake: 0.226 (epoch: 407, iters: 4158, time: 0.063) G_GAN: -0.015 G_GAN_Feat: 0.690 G_ID: 0.105 G_Rec: 0.339 D_GP: 0.045 D_real: 0.925 D_fake: 1.015 (epoch: 407, iters: 4558, time: 0.063) G_GAN: 0.074 G_GAN_Feat: 0.769 G_ID: 0.111 G_Rec: 0.403 D_GP: 0.035 D_real: 0.894 D_fake: 0.927 (epoch: 407, iters: 4958, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.591 G_ID: 0.097 G_Rec: 0.292 D_GP: 0.035 D_real: 1.077 D_fake: 0.839 (epoch: 407, iters: 5358, time: 0.063) G_GAN: 0.189 G_GAN_Feat: 0.801 G_ID: 0.140 G_Rec: 0.407 D_GP: 0.038 D_real: 0.828 D_fake: 0.813 (epoch: 407, iters: 5758, time: 0.063) G_GAN: 0.036 G_GAN_Feat: 0.625 G_ID: 0.093 G_Rec: 0.317 D_GP: 0.038 D_real: 0.998 D_fake: 0.964 (epoch: 407, iters: 6158, time: 0.063) G_GAN: 0.340 G_GAN_Feat: 0.804 G_ID: 0.118 G_Rec: 0.397 D_GP: 0.038 D_real: 0.976 D_fake: 0.669 (epoch: 407, iters: 6558, time: 0.064) G_GAN: -0.125 G_GAN_Feat: 0.682 G_ID: 0.097 G_Rec: 0.347 D_GP: 0.049 D_real: 0.750 D_fake: 1.125 (epoch: 407, iters: 6958, time: 0.063) G_GAN: 0.210 G_GAN_Feat: 0.882 G_ID: 0.128 G_Rec: 0.466 D_GP: 0.047 D_real: 0.742 D_fake: 0.795 (epoch: 407, iters: 7358, time: 0.063) G_GAN: -0.012 G_GAN_Feat: 0.711 G_ID: 0.097 G_Rec: 0.344 D_GP: 0.050 D_real: 0.809 D_fake: 1.012 (epoch: 407, iters: 7758, time: 0.063) G_GAN: 0.079 G_GAN_Feat: 0.787 G_ID: 0.118 G_Rec: 0.377 D_GP: 0.037 D_real: 0.736 D_fake: 0.921 (epoch: 407, iters: 8158, time: 0.064) G_GAN: -0.139 G_GAN_Feat: 0.577 G_ID: 0.105 G_Rec: 0.272 D_GP: 0.037 D_real: 0.848 D_fake: 1.139 (epoch: 407, iters: 8558, time: 0.063) G_GAN: 0.155 G_GAN_Feat: 0.850 G_ID: 0.116 G_Rec: 0.410 D_GP: 0.059 D_real: 0.850 D_fake: 0.847 (epoch: 408, iters: 350, time: 0.063) G_GAN: -0.262 G_GAN_Feat: 0.665 G_ID: 0.099 G_Rec: 0.313 D_GP: 0.043 D_real: 0.597 D_fake: 1.262 (epoch: 408, iters: 750, time: 0.063) G_GAN: -0.075 G_GAN_Feat: 0.848 G_ID: 0.137 G_Rec: 0.415 D_GP: 0.044 D_real: 0.579 D_fake: 1.075 (epoch: 408, iters: 1150, time: 0.064) G_GAN: -0.060 G_GAN_Feat: 0.675 G_ID: 0.107 G_Rec: 0.331 D_GP: 0.058 D_real: 0.714 D_fake: 1.063 (epoch: 408, iters: 1550, time: 0.063) G_GAN: 0.243 G_GAN_Feat: 0.934 G_ID: 0.113 G_Rec: 0.472 D_GP: 0.058 D_real: 0.837 D_fake: 0.760 (epoch: 408, iters: 1950, time: 0.063) G_GAN: 0.062 G_GAN_Feat: 0.600 G_ID: 0.094 G_Rec: 0.307 D_GP: 0.037 D_real: 0.901 D_fake: 0.939 (epoch: 408, iters: 2350, time: 0.063) G_GAN: 0.369 G_GAN_Feat: 0.792 G_ID: 0.115 G_Rec: 0.385 D_GP: 0.036 D_real: 0.982 D_fake: 0.645 (epoch: 408, iters: 2750, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.621 G_ID: 0.106 G_Rec: 0.281 D_GP: 0.034 D_real: 1.064 D_fake: 0.815 (epoch: 408, iters: 3150, time: 0.063) G_GAN: 0.315 G_GAN_Feat: 0.888 G_ID: 0.119 G_Rec: 0.442 D_GP: 0.040 D_real: 0.941 D_fake: 0.696 (epoch: 408, iters: 3550, time: 0.063) G_GAN: 0.052 G_GAN_Feat: 0.659 G_ID: 0.098 G_Rec: 0.302 D_GP: 0.033 D_real: 0.897 D_fake: 0.949 (epoch: 408, iters: 3950, time: 0.063) G_GAN: 0.267 G_GAN_Feat: 0.819 G_ID: 0.105 G_Rec: 0.376 D_GP: 0.039 D_real: 1.016 D_fake: 0.734 (epoch: 408, iters: 4350, time: 0.064) G_GAN: -0.021 G_GAN_Feat: 0.747 G_ID: 0.107 G_Rec: 0.326 D_GP: 0.053 D_real: 0.673 D_fake: 1.021 (epoch: 408, iters: 4750, time: 0.063) G_GAN: 0.383 G_GAN_Feat: 0.955 G_ID: 0.125 G_Rec: 0.420 D_GP: 0.079 D_real: 0.867 D_fake: 0.623 (epoch: 408, iters: 5150, time: 0.063) G_GAN: 0.126 G_GAN_Feat: 0.723 G_ID: 0.111 G_Rec: 0.328 D_GP: 0.039 D_real: 0.959 D_fake: 0.874 (epoch: 408, iters: 5550, time: 0.063) G_GAN: 0.444 G_GAN_Feat: 0.932 G_ID: 0.123 G_Rec: 0.418 D_GP: 0.061 D_real: 0.959 D_fake: 0.568 (epoch: 408, iters: 5950, time: 0.064) G_GAN: -0.063 G_GAN_Feat: 0.692 G_ID: 0.111 G_Rec: 0.337 D_GP: 0.036 D_real: 0.814 D_fake: 1.063 (epoch: 408, iters: 6350, time: 0.063) G_GAN: 0.505 G_GAN_Feat: 1.121 G_ID: 0.108 G_Rec: 0.507 D_GP: 0.142 D_real: 0.570 D_fake: 0.523 (epoch: 408, iters: 6750, time: 0.063) G_GAN: 0.335 G_GAN_Feat: 0.704 G_ID: 0.109 G_Rec: 0.300 D_GP: 0.043 D_real: 1.149 D_fake: 0.666 (epoch: 408, iters: 7150, time: 0.063) G_GAN: 0.112 G_GAN_Feat: 1.008 G_ID: 0.127 G_Rec: 0.488 D_GP: 0.052 D_real: 0.536 D_fake: 0.888 (epoch: 408, iters: 7550, time: 0.064) G_GAN: 0.055 G_GAN_Feat: 0.691 G_ID: 0.102 G_Rec: 0.301 D_GP: 0.035 D_real: 0.944 D_fake: 0.946 (epoch: 408, iters: 7950, time: 0.063) G_GAN: 0.384 G_GAN_Feat: 1.007 G_ID: 0.113 G_Rec: 0.436 D_GP: 0.057 D_real: 0.757 D_fake: 0.622 (epoch: 408, iters: 8350, time: 0.063) G_GAN: 0.227 G_GAN_Feat: 0.747 G_ID: 0.104 G_Rec: 0.328 D_GP: 0.039 D_real: 1.041 D_fake: 0.774 (epoch: 409, iters: 142, time: 0.063) G_GAN: 0.317 G_GAN_Feat: 0.911 G_ID: 0.142 G_Rec: 0.403 D_GP: 0.045 D_real: 0.796 D_fake: 0.683 (epoch: 409, iters: 542, time: 0.064) G_GAN: 0.260 G_GAN_Feat: 0.748 G_ID: 0.114 G_Rec: 0.330 D_GP: 0.072 D_real: 0.869 D_fake: 0.741 (epoch: 409, iters: 942, time: 0.063) G_GAN: 0.229 G_GAN_Feat: 0.981 G_ID: 0.120 G_Rec: 0.449 D_GP: 0.041 D_real: 0.845 D_fake: 0.773 (epoch: 409, iters: 1342, time: 0.063) G_GAN: -0.051 G_GAN_Feat: 0.819 G_ID: 0.122 G_Rec: 0.320 D_GP: 0.082 D_real: 0.321 D_fake: 1.051 (epoch: 409, iters: 1742, time: 0.063) G_GAN: 0.478 G_GAN_Feat: 1.079 G_ID: 0.111 G_Rec: 0.491 D_GP: 0.083 D_real: 0.568 D_fake: 0.531 (epoch: 409, iters: 2142, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.638 G_ID: 0.100 G_Rec: 0.291 D_GP: 0.027 D_real: 1.080 D_fake: 0.826 (epoch: 409, iters: 2542, time: 0.063) G_GAN: 0.597 G_GAN_Feat: 0.953 G_ID: 0.114 G_Rec: 0.447 D_GP: 0.030 D_real: 1.158 D_fake: 0.421 (epoch: 409, iters: 2942, time: 0.063) G_GAN: 0.233 G_GAN_Feat: 0.711 G_ID: 0.092 G_Rec: 0.332 D_GP: 0.036 D_real: 1.113 D_fake: 0.768 (epoch: 409, iters: 3342, time: 0.063) G_GAN: 0.394 G_GAN_Feat: 1.051 G_ID: 0.123 G_Rec: 0.481 D_GP: 0.113 D_real: 0.662 D_fake: 0.615 (epoch: 409, iters: 3742, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.668 G_ID: 0.097 G_Rec: 0.336 D_GP: 0.031 D_real: 1.306 D_fake: 0.638 (epoch: 409, iters: 4142, time: 0.063) G_GAN: 0.344 G_GAN_Feat: 0.995 G_ID: 0.119 G_Rec: 0.449 D_GP: 0.054 D_real: 0.705 D_fake: 0.657 (epoch: 409, iters: 4542, time: 0.063) G_GAN: 0.080 G_GAN_Feat: 0.760 G_ID: 0.108 G_Rec: 0.334 D_GP: 0.039 D_real: 0.830 D_fake: 0.920 (epoch: 409, iters: 4942, time: 0.063) G_GAN: 0.752 G_GAN_Feat: 0.959 G_ID: 0.122 G_Rec: 0.452 D_GP: 0.038 D_real: 1.221 D_fake: 0.288 (epoch: 409, iters: 5342, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.730 G_ID: 0.111 G_Rec: 0.352 D_GP: 0.028 D_real: 1.187 D_fake: 0.661 (epoch: 409, iters: 5742, time: 0.063) G_GAN: 0.426 G_GAN_Feat: 0.880 G_ID: 0.122 G_Rec: 0.405 D_GP: 0.037 D_real: 1.111 D_fake: 0.577 (epoch: 409, iters: 6142, time: 0.063) G_GAN: 0.528 G_GAN_Feat: 0.724 G_ID: 0.091 G_Rec: 0.297 D_GP: 0.031 D_real: 1.371 D_fake: 0.473 (epoch: 409, iters: 6542, time: 0.063) G_GAN: 0.531 G_GAN_Feat: 0.948 G_ID: 0.125 G_Rec: 0.446 D_GP: 0.033 D_real: 1.142 D_fake: 0.473 (epoch: 409, iters: 6942, time: 0.064) G_GAN: -0.000 G_GAN_Feat: 0.672 G_ID: 0.099 G_Rec: 0.267 D_GP: 0.031 D_real: 0.951 D_fake: 1.000 (epoch: 409, iters: 7342, time: 0.063) G_GAN: 0.388 G_GAN_Feat: 0.916 G_ID: 0.127 G_Rec: 0.461 D_GP: 0.034 D_real: 1.159 D_fake: 0.614 (epoch: 409, iters: 7742, time: 0.063) G_GAN: 0.312 G_GAN_Feat: 0.743 G_ID: 0.116 G_Rec: 0.323 D_GP: 0.036 D_real: 1.089 D_fake: 0.689 (epoch: 409, iters: 8142, time: 0.063) G_GAN: 0.443 G_GAN_Feat: 0.913 G_ID: 0.113 G_Rec: 0.412 D_GP: 0.038 D_real: 0.973 D_fake: 0.567 (epoch: 409, iters: 8542, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.826 G_ID: 0.102 G_Rec: 0.327 D_GP: 0.094 D_real: 0.729 D_fake: 0.752 (epoch: 410, iters: 334, time: 0.063) G_GAN: 0.660 G_GAN_Feat: 1.062 G_ID: 0.119 G_Rec: 0.460 D_GP: 0.050 D_real: 0.799 D_fake: 0.363 (epoch: 410, iters: 734, time: 0.063) G_GAN: 0.089 G_GAN_Feat: 0.859 G_ID: 0.089 G_Rec: 0.339 D_GP: 0.089 D_real: 0.314 D_fake: 0.911 (epoch: 410, iters: 1134, time: 0.063) G_GAN: 0.655 G_GAN_Feat: 1.004 G_ID: 0.121 G_Rec: 0.456 D_GP: 0.032 D_real: 1.113 D_fake: 0.363 (epoch: 410, iters: 1534, time: 0.064) G_GAN: 0.002 G_GAN_Feat: 0.756 G_ID: 0.103 G_Rec: 0.306 D_GP: 0.028 D_real: 0.938 D_fake: 0.998 (epoch: 410, iters: 1934, time: 0.063) G_GAN: 0.223 G_GAN_Feat: 1.045 G_ID: 0.109 G_Rec: 0.471 D_GP: 0.078 D_real: 0.697 D_fake: 0.779 (epoch: 410, iters: 2334, time: 0.063) G_GAN: 0.208 G_GAN_Feat: 0.702 G_ID: 0.096 G_Rec: 0.280 D_GP: 0.038 D_real: 1.034 D_fake: 0.793 (epoch: 410, iters: 2734, time: 0.063) G_GAN: 0.343 G_GAN_Feat: 1.007 G_ID: 0.138 G_Rec: 0.433 D_GP: 0.044 D_real: 0.740 D_fake: 0.657 (epoch: 410, iters: 3134, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.774 G_ID: 0.093 G_Rec: 0.321 D_GP: 0.033 D_real: 1.050 D_fake: 0.725 (epoch: 410, iters: 3534, time: 0.063) G_GAN: 0.458 G_GAN_Feat: 0.873 G_ID: 0.121 G_Rec: 0.374 D_GP: 0.031 D_real: 1.148 D_fake: 0.551 (epoch: 410, iters: 3934, time: 0.063) G_GAN: 0.045 G_GAN_Feat: 0.878 G_ID: 0.116 G_Rec: 0.361 D_GP: 0.123 D_real: 0.600 D_fake: 0.955 (epoch: 410, iters: 4334, time: 0.063) G_GAN: 0.319 G_GAN_Feat: 0.919 G_ID: 0.119 G_Rec: 0.472 D_GP: 0.030 D_real: 0.974 D_fake: 0.684 (epoch: 410, iters: 4734, time: 0.064) G_GAN: 0.054 G_GAN_Feat: 0.819 G_ID: 0.111 G_Rec: 0.311 D_GP: 0.031 D_real: 0.719 D_fake: 0.946 (epoch: 410, iters: 5134, time: 0.063) G_GAN: -0.186 G_GAN_Feat: 0.991 G_ID: 0.133 G_Rec: 0.428 D_GP: 0.166 D_real: 0.168 D_fake: 1.187 (epoch: 410, iters: 5534, time: 0.063) G_GAN: 0.602 G_GAN_Feat: 0.739 G_ID: 0.089 G_Rec: 0.305 D_GP: 0.035 D_real: 1.351 D_fake: 0.405 (epoch: 410, iters: 5934, time: 0.063) G_GAN: 0.377 G_GAN_Feat: 0.939 G_ID: 0.117 G_Rec: 0.430 D_GP: 0.032 D_real: 1.083 D_fake: 0.624 (epoch: 410, iters: 6334, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.766 G_ID: 0.107 G_Rec: 0.335 D_GP: 0.032 D_real: 0.950 D_fake: 0.863 (epoch: 410, iters: 6734, time: 0.063) G_GAN: 0.564 G_GAN_Feat: 0.966 G_ID: 0.123 G_Rec: 0.479 D_GP: 0.030 D_real: 1.167 D_fake: 0.440 (epoch: 410, iters: 7134, time: 0.063) G_GAN: 0.490 G_GAN_Feat: 0.841 G_ID: 0.100 G_Rec: 0.347 D_GP: 0.053 D_real: 1.020 D_fake: 0.530 (epoch: 410, iters: 7534, time: 0.063) G_GAN: 0.884 G_GAN_Feat: 0.980 G_ID: 0.110 G_Rec: 0.425 D_GP: 0.050 D_real: 1.330 D_fake: 0.165 (epoch: 410, iters: 7934, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.786 G_ID: 0.125 G_Rec: 0.307 D_GP: 0.034 D_real: 0.893 D_fake: 0.895 (epoch: 410, iters: 8334, time: 0.063) G_GAN: 0.883 G_GAN_Feat: 1.061 G_ID: 0.122 G_Rec: 0.444 D_GP: 0.062 D_real: 1.184 D_fake: 0.285 (epoch: 411, iters: 126, time: 0.063) G_GAN: 0.219 G_GAN_Feat: 0.720 G_ID: 0.102 G_Rec: 0.335 D_GP: 0.029 D_real: 1.052 D_fake: 0.781 (epoch: 411, iters: 526, time: 0.063) G_GAN: 0.244 G_GAN_Feat: 0.960 G_ID: 0.124 G_Rec: 0.409 D_GP: 0.050 D_real: 0.746 D_fake: 0.756 (epoch: 411, iters: 926, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.950 G_ID: 0.119 G_Rec: 0.335 D_GP: 0.549 D_real: 0.266 D_fake: 0.923 (epoch: 411, iters: 1326, time: 0.063) G_GAN: 0.676 G_GAN_Feat: 1.017 G_ID: 0.126 G_Rec: 0.431 D_GP: 0.035 D_real: 1.182 D_fake: 0.343 (epoch: 411, iters: 1726, time: 0.063) G_GAN: 0.516 G_GAN_Feat: 0.868 G_ID: 0.100 G_Rec: 0.337 D_GP: 0.052 D_real: 0.934 D_fake: 0.492 (epoch: 411, iters: 2126, time: 0.063) G_GAN: 0.577 G_GAN_Feat: 0.977 G_ID: 0.140 G_Rec: 0.400 D_GP: 0.029 D_real: 1.085 D_fake: 0.453 (epoch: 411, iters: 2526, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.882 G_ID: 0.099 G_Rec: 0.357 D_GP: 0.141 D_real: 0.775 D_fake: 0.719 (epoch: 411, iters: 2926, time: 0.063) G_GAN: 0.953 G_GAN_Feat: 0.979 G_ID: 0.122 G_Rec: 0.442 D_GP: 0.034 D_real: 1.602 D_fake: 0.213 (epoch: 411, iters: 3326, time: 0.063) G_GAN: 0.126 G_GAN_Feat: 0.808 G_ID: 0.101 G_Rec: 0.284 D_GP: 0.047 D_real: 0.862 D_fake: 0.874 (epoch: 411, iters: 3726, time: 0.063) G_GAN: 0.314 G_GAN_Feat: 1.035 G_ID: 0.122 G_Rec: 0.456 D_GP: 0.073 D_real: 0.788 D_fake: 0.687 (epoch: 411, iters: 4126, time: 0.064) G_GAN: 0.258 G_GAN_Feat: 0.726 G_ID: 0.103 G_Rec: 0.303 D_GP: 0.034 D_real: 1.001 D_fake: 0.742 (epoch: 411, iters: 4526, time: 0.063) G_GAN: 0.704 G_GAN_Feat: 1.181 G_ID: 0.120 G_Rec: 0.476 D_GP: 0.988 D_real: 0.790 D_fake: 0.342 (epoch: 411, iters: 4926, time: 0.063) G_GAN: 0.309 G_GAN_Feat: 0.798 G_ID: 0.096 G_Rec: 0.309 D_GP: 0.059 D_real: 1.044 D_fake: 0.691 (epoch: 411, iters: 5326, time: 0.063) G_GAN: 0.730 G_GAN_Feat: 0.916 G_ID: 0.119 G_Rec: 0.411 D_GP: 0.060 D_real: 1.339 D_fake: 0.389 (epoch: 411, iters: 5726, time: 0.063) G_GAN: 0.072 G_GAN_Feat: 0.833 G_ID: 0.112 G_Rec: 0.348 D_GP: 0.045 D_real: 0.792 D_fake: 0.929 (epoch: 411, iters: 6126, time: 0.063) G_GAN: 0.423 G_GAN_Feat: 0.929 G_ID: 0.113 G_Rec: 0.425 D_GP: 0.030 D_real: 1.054 D_fake: 0.579 (epoch: 411, iters: 6526, time: 0.063) G_GAN: 0.583 G_GAN_Feat: 0.791 G_ID: 0.086 G_Rec: 0.315 D_GP: 0.032 D_real: 1.330 D_fake: 0.436 (epoch: 411, iters: 6926, time: 0.064) G_GAN: 0.628 G_GAN_Feat: 1.150 G_ID: 0.115 G_Rec: 0.454 D_GP: 0.049 D_real: 0.920 D_fake: 0.391 (epoch: 411, iters: 7326, time: 0.063) G_GAN: 0.583 G_GAN_Feat: 1.013 G_ID: 0.104 G_Rec: 0.344 D_GP: 0.059 D_real: 0.516 D_fake: 0.433 (epoch: 411, iters: 7726, time: 0.063) G_GAN: 0.871 G_GAN_Feat: 1.070 G_ID: 0.115 G_Rec: 0.492 D_GP: 0.040 D_real: 1.262 D_fake: 0.186 (epoch: 411, iters: 8126, time: 0.063) G_GAN: 0.713 G_GAN_Feat: 0.851 G_ID: 0.099 G_Rec: 0.329 D_GP: 0.060 D_real: 1.275 D_fake: 0.475 (epoch: 411, iters: 8526, time: 0.064) G_GAN: 0.016 G_GAN_Feat: 0.992 G_ID: 0.134 G_Rec: 0.439 D_GP: 0.044 D_real: 0.649 D_fake: 0.984 (epoch: 412, iters: 318, time: 0.063) G_GAN: 0.521 G_GAN_Feat: 0.756 G_ID: 0.094 G_Rec: 0.285 D_GP: 0.038 D_real: 1.254 D_fake: 0.486 (epoch: 412, iters: 718, time: 0.063) G_GAN: 0.288 G_GAN_Feat: 1.164 G_ID: 0.129 G_Rec: 0.439 D_GP: 0.048 D_real: 0.369 D_fake: 0.713 (epoch: 412, iters: 1118, time: 0.063) G_GAN: 0.376 G_GAN_Feat: 0.930 G_ID: 0.106 G_Rec: 0.329 D_GP: 0.270 D_real: 0.511 D_fake: 0.627 (epoch: 412, iters: 1518, time: 0.064) G_GAN: 0.801 G_GAN_Feat: 0.990 G_ID: 0.107 G_Rec: 0.451 D_GP: 0.032 D_real: 1.392 D_fake: 0.233 (epoch: 412, iters: 1918, time: 0.063) G_GAN: 0.402 G_GAN_Feat: 0.721 G_ID: 0.089 G_Rec: 0.287 D_GP: 0.028 D_real: 1.310 D_fake: 0.603 (epoch: 412, iters: 2318, time: 0.063) G_GAN: 0.314 G_GAN_Feat: 0.835 G_ID: 0.119 G_Rec: 0.376 D_GP: 0.026 D_real: 1.118 D_fake: 0.687 (epoch: 412, iters: 2718, time: 0.063) G_GAN: 0.215 G_GAN_Feat: 0.779 G_ID: 0.097 G_Rec: 0.319 D_GP: 0.028 D_real: 1.114 D_fake: 0.787 (epoch: 412, iters: 3118, time: 0.064) G_GAN: 0.793 G_GAN_Feat: 1.228 G_ID: 0.121 G_Rec: 0.473 D_GP: 0.138 D_real: 0.674 D_fake: 0.387 (epoch: 412, iters: 3518, time: 0.063) G_GAN: 0.186 G_GAN_Feat: 0.765 G_ID: 0.090 G_Rec: 0.292 D_GP: 0.035 D_real: 1.077 D_fake: 0.814 (epoch: 412, iters: 3918, time: 0.063) G_GAN: 0.136 G_GAN_Feat: 0.943 G_ID: 0.123 G_Rec: 0.394 D_GP: 0.037 D_real: 0.800 D_fake: 0.865 (epoch: 412, iters: 4318, time: 0.063) G_GAN: 0.082 G_GAN_Feat: 0.785 G_ID: 0.111 G_Rec: 0.305 D_GP: 0.038 D_real: 0.867 D_fake: 0.918 (epoch: 412, iters: 4718, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 1.002 G_ID: 0.112 G_Rec: 0.470 D_GP: 0.067 D_real: 0.909 D_fake: 0.546 (epoch: 412, iters: 5118, time: 0.063) G_GAN: 0.291 G_GAN_Feat: 0.800 G_ID: 0.077 G_Rec: 0.296 D_GP: 0.080 D_real: 0.936 D_fake: 0.711 (epoch: 412, iters: 5518, time: 0.063) G_GAN: 0.509 G_GAN_Feat: 1.028 G_ID: 0.118 G_Rec: 0.422 D_GP: 0.057 D_real: 0.934 D_fake: 0.499 (epoch: 412, iters: 5918, time: 0.063) G_GAN: 0.263 G_GAN_Feat: 0.835 G_ID: 0.093 G_Rec: 0.310 D_GP: 0.074 D_real: 0.691 D_fake: 0.737 (epoch: 412, iters: 6318, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 1.043 G_ID: 0.136 G_Rec: 0.504 D_GP: 0.031 D_real: 0.984 D_fake: 0.518 (epoch: 412, iters: 6718, time: 0.063) G_GAN: 0.358 G_GAN_Feat: 0.841 G_ID: 0.097 G_Rec: 0.323 D_GP: 0.071 D_real: 0.847 D_fake: 0.645 (epoch: 412, iters: 7118, time: 0.063) G_GAN: 0.593 G_GAN_Feat: 1.006 G_ID: 0.116 G_Rec: 0.422 D_GP: 0.044 D_real: 0.990 D_fake: 0.417 (epoch: 412, iters: 7518, time: 0.063) G_GAN: 0.260 G_GAN_Feat: 0.673 G_ID: 0.091 G_Rec: 0.295 D_GP: 0.028 D_real: 1.173 D_fake: 0.742 (epoch: 412, iters: 7918, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.930 G_ID: 0.128 G_Rec: 0.423 D_GP: 0.039 D_real: 0.956 D_fake: 0.689 (epoch: 412, iters: 8318, time: 0.063) G_GAN: -0.061 G_GAN_Feat: 0.720 G_ID: 0.107 G_Rec: 0.313 D_GP: 0.036 D_real: 0.770 D_fake: 1.061 (epoch: 413, iters: 110, time: 0.063) G_GAN: 0.760 G_GAN_Feat: 0.921 G_ID: 0.100 G_Rec: 0.441 D_GP: 0.033 D_real: 1.294 D_fake: 0.353 (epoch: 413, iters: 510, time: 0.063) G_GAN: 0.127 G_GAN_Feat: 0.741 G_ID: 0.089 G_Rec: 0.298 D_GP: 0.035 D_real: 1.099 D_fake: 0.873 (epoch: 413, iters: 910, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.988 G_ID: 0.121 G_Rec: 0.439 D_GP: 0.113 D_real: 0.776 D_fake: 0.577 (epoch: 413, iters: 1310, time: 0.063) G_GAN: 0.216 G_GAN_Feat: 0.763 G_ID: 0.105 G_Rec: 0.303 D_GP: 0.035 D_real: 1.060 D_fake: 0.786 (epoch: 413, iters: 1710, time: 0.063) G_GAN: 0.591 G_GAN_Feat: 0.984 G_ID: 0.117 G_Rec: 0.460 D_GP: 0.030 D_real: 1.197 D_fake: 0.419 (epoch: 413, iters: 2110, time: 0.063) G_GAN: 0.389 G_GAN_Feat: 0.701 G_ID: 0.099 G_Rec: 0.306 D_GP: 0.026 D_real: 1.297 D_fake: 0.612 (epoch: 413, iters: 2510, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.917 G_ID: 0.112 G_Rec: 0.421 D_GP: 0.033 D_real: 0.888 D_fake: 0.723 (epoch: 413, iters: 2910, time: 0.063) G_GAN: 0.459 G_GAN_Feat: 0.815 G_ID: 0.105 G_Rec: 0.319 D_GP: 0.055 D_real: 0.987 D_fake: 0.561 (epoch: 413, iters: 3310, time: 0.063) G_GAN: 0.905 G_GAN_Feat: 1.078 G_ID: 0.103 G_Rec: 0.456 D_GP: 0.052 D_real: 0.999 D_fake: 0.170 (epoch: 413, iters: 3710, time: 0.063) G_GAN: 0.545 G_GAN_Feat: 0.879 G_ID: 0.104 G_Rec: 0.339 D_GP: 0.059 D_real: 1.197 D_fake: 0.574 (epoch: 413, iters: 4110, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 1.059 G_ID: 0.124 G_Rec: 0.438 D_GP: 0.040 D_real: 0.625 D_fake: 0.554 (epoch: 413, iters: 4510, time: 0.063) G_GAN: 0.027 G_GAN_Feat: 0.771 G_ID: 0.121 G_Rec: 0.313 D_GP: 0.034 D_real: 0.843 D_fake: 0.973 (epoch: 413, iters: 4910, time: 0.063) G_GAN: 0.698 G_GAN_Feat: 1.031 G_ID: 0.111 G_Rec: 0.436 D_GP: 0.068 D_real: 0.776 D_fake: 0.335 (epoch: 413, iters: 5310, time: 0.063) G_GAN: -0.034 G_GAN_Feat: 0.890 G_ID: 0.103 G_Rec: 0.343 D_GP: 0.035 D_real: 0.696 D_fake: 1.034 (epoch: 413, iters: 5710, time: 0.064) G_GAN: 0.285 G_GAN_Feat: 0.998 G_ID: 0.132 G_Rec: 0.448 D_GP: 0.038 D_real: 0.729 D_fake: 0.716 (epoch: 413, iters: 6110, time: 0.063) G_GAN: 0.369 G_GAN_Feat: 0.935 G_ID: 0.107 G_Rec: 0.314 D_GP: 0.089 D_real: 0.591 D_fake: 0.632 (epoch: 413, iters: 6510, time: 0.063) G_GAN: 0.397 G_GAN_Feat: 0.837 G_ID: 0.102 G_Rec: 0.418 D_GP: 0.033 D_real: 1.171 D_fake: 0.604 (epoch: 413, iters: 6910, time: 0.063) G_GAN: 0.168 G_GAN_Feat: 0.693 G_ID: 0.103 G_Rec: 0.313 D_GP: 0.029 D_real: 1.082 D_fake: 0.832 (epoch: 413, iters: 7310, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 1.013 G_ID: 0.115 G_Rec: 0.486 D_GP: 0.032 D_real: 0.890 D_fake: 0.571 (epoch: 413, iters: 7710, time: 0.063) G_GAN: -0.017 G_GAN_Feat: 0.677 G_ID: 0.102 G_Rec: 0.317 D_GP: 0.033 D_real: 0.868 D_fake: 1.017 (epoch: 413, iters: 8110, time: 0.063) G_GAN: 0.217 G_GAN_Feat: 0.888 G_ID: 0.126 G_Rec: 0.416 D_GP: 0.037 D_real: 0.894 D_fake: 0.789 (epoch: 413, iters: 8510, time: 0.063) G_GAN: 0.073 G_GAN_Feat: 0.745 G_ID: 0.090 G_Rec: 0.309 D_GP: 0.039 D_real: 0.858 D_fake: 0.927 (epoch: 414, iters: 302, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 0.982 G_ID: 0.145 G_Rec: 0.430 D_GP: 0.065 D_real: 0.835 D_fake: 0.564 (epoch: 414, iters: 702, time: 0.063) G_GAN: 0.006 G_GAN_Feat: 0.746 G_ID: 0.106 G_Rec: 0.333 D_GP: 0.056 D_real: 0.618 D_fake: 0.994 (epoch: 414, iters: 1102, time: 0.063) G_GAN: 0.445 G_GAN_Feat: 0.948 G_ID: 0.124 G_Rec: 0.455 D_GP: 0.040 D_real: 1.024 D_fake: 0.557 (epoch: 414, iters: 1502, time: 0.063) G_GAN: -0.012 G_GAN_Feat: 0.836 G_ID: 0.124 G_Rec: 0.346 D_GP: 0.040 D_real: 0.551 D_fake: 1.012 (epoch: 414, iters: 1902, time: 0.064) G_GAN: 0.576 G_GAN_Feat: 1.049 G_ID: 0.106 G_Rec: 0.421 D_GP: 0.066 D_real: 0.728 D_fake: 0.431 (epoch: 414, iters: 2302, time: 0.063) G_GAN: 0.505 G_GAN_Feat: 0.803 G_ID: 0.139 G_Rec: 0.336 D_GP: 0.034 D_real: 1.241 D_fake: 0.513 (epoch: 414, iters: 2702, time: 0.063) G_GAN: 0.412 G_GAN_Feat: 0.950 G_ID: 0.113 G_Rec: 0.440 D_GP: 0.034 D_real: 0.955 D_fake: 0.596 (epoch: 414, iters: 3102, time: 0.063) G_GAN: 0.339 G_GAN_Feat: 0.835 G_ID: 0.105 G_Rec: 0.326 D_GP: 0.032 D_real: 1.328 D_fake: 0.667 (epoch: 414, iters: 3502, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 0.859 G_ID: 0.117 G_Rec: 0.434 D_GP: 0.028 D_real: 1.172 D_fake: 0.566 (epoch: 414, iters: 3902, time: 0.063) G_GAN: 0.215 G_GAN_Feat: 0.716 G_ID: 0.092 G_Rec: 0.332 D_GP: 0.040 D_real: 1.043 D_fake: 0.785 (epoch: 414, iters: 4302, time: 0.063) G_GAN: 0.554 G_GAN_Feat: 0.913 G_ID: 0.132 G_Rec: 0.418 D_GP: 0.047 D_real: 1.152 D_fake: 0.456 (epoch: 414, iters: 4702, time: 0.063) G_GAN: 0.156 G_GAN_Feat: 0.737 G_ID: 0.090 G_Rec: 0.309 D_GP: 0.044 D_real: 0.932 D_fake: 0.844 (epoch: 414, iters: 5102, time: 0.064) G_GAN: 0.085 G_GAN_Feat: 0.924 G_ID: 0.151 G_Rec: 0.409 D_GP: 0.036 D_real: 0.767 D_fake: 0.915 (epoch: 414, iters: 5502, time: 0.063) G_GAN: 0.084 G_GAN_Feat: 0.805 G_ID: 0.113 G_Rec: 0.352 D_GP: 0.065 D_real: 0.771 D_fake: 0.917 (epoch: 414, iters: 5902, time: 0.063) G_GAN: 0.699 G_GAN_Feat: 1.030 G_ID: 0.123 G_Rec: 0.416 D_GP: 0.162 D_real: 0.967 D_fake: 0.354 (epoch: 414, iters: 6302, time: 0.063) G_GAN: 0.168 G_GAN_Feat: 0.778 G_ID: 0.099 G_Rec: 0.316 D_GP: 0.057 D_real: 0.788 D_fake: 0.832 (epoch: 414, iters: 6702, time: 0.064) G_GAN: 0.534 G_GAN_Feat: 0.966 G_ID: 0.114 G_Rec: 0.427 D_GP: 0.032 D_real: 1.099 D_fake: 0.471 (epoch: 414, iters: 7102, time: 0.063) G_GAN: 0.617 G_GAN_Feat: 0.818 G_ID: 0.095 G_Rec: 0.323 D_GP: 0.047 D_real: 1.413 D_fake: 0.505 (epoch: 414, iters: 7502, time: 0.063) G_GAN: 0.629 G_GAN_Feat: 0.989 G_ID: 0.117 G_Rec: 0.432 D_GP: 0.056 D_real: 1.287 D_fake: 0.387 (epoch: 414, iters: 7902, time: 0.063) G_GAN: 0.103 G_GAN_Feat: 0.841 G_ID: 0.106 G_Rec: 0.335 D_GP: 0.052 D_real: 0.604 D_fake: 0.897 (epoch: 414, iters: 8302, time: 0.064) G_GAN: 0.685 G_GAN_Feat: 1.036 G_ID: 0.127 G_Rec: 0.447 D_GP: 0.036 D_real: 1.007 D_fake: 0.337 (epoch: 414, iters: 8702, time: 0.063) G_GAN: 0.148 G_GAN_Feat: 0.859 G_ID: 0.092 G_Rec: 0.340 D_GP: 0.038 D_real: 0.745 D_fake: 0.857 (epoch: 415, iters: 494, time: 0.063) G_GAN: 0.652 G_GAN_Feat: 1.149 G_ID: 0.149 G_Rec: 0.477 D_GP: 0.045 D_real: 1.011 D_fake: 0.390 (epoch: 415, iters: 894, time: 0.063) G_GAN: 0.214 G_GAN_Feat: 0.651 G_ID: 0.100 G_Rec: 0.316 D_GP: 0.030 D_real: 1.127 D_fake: 0.787 (epoch: 415, iters: 1294, time: 0.064) G_GAN: 0.458 G_GAN_Feat: 0.895 G_ID: 0.120 G_Rec: 0.479 D_GP: 0.031 D_real: 1.231 D_fake: 0.562 (epoch: 415, iters: 1694, time: 0.063) G_GAN: 0.077 G_GAN_Feat: 0.692 G_ID: 0.092 G_Rec: 0.316 D_GP: 0.028 D_real: 1.041 D_fake: 0.924 (epoch: 415, iters: 2094, time: 0.063) G_GAN: 0.485 G_GAN_Feat: 0.872 G_ID: 0.101 G_Rec: 0.437 D_GP: 0.033 D_real: 1.140 D_fake: 0.528 (epoch: 415, iters: 2494, time: 0.063) G_GAN: -0.188 G_GAN_Feat: 0.651 G_ID: 0.089 G_Rec: 0.300 D_GP: 0.037 D_real: 0.769 D_fake: 1.188 (epoch: 415, iters: 2894, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.896 G_ID: 0.106 G_Rec: 0.450 D_GP: 0.037 D_real: 0.839 D_fake: 0.773 (epoch: 415, iters: 3294, time: 0.063) G_GAN: -0.046 G_GAN_Feat: 0.643 G_ID: 0.100 G_Rec: 0.292 D_GP: 0.044 D_real: 0.793 D_fake: 1.046 (epoch: 415, iters: 3694, time: 0.063) G_GAN: 0.464 G_GAN_Feat: 0.906 G_ID: 0.114 G_Rec: 0.452 D_GP: 0.041 D_real: 1.050 D_fake: 0.588 (epoch: 415, iters: 4094, time: 0.063) G_GAN: -0.055 G_GAN_Feat: 0.742 G_ID: 0.101 G_Rec: 0.357 D_GP: 0.064 D_real: 0.668 D_fake: 1.055 (epoch: 415, iters: 4494, time: 0.064) G_GAN: 0.917 G_GAN_Feat: 0.910 G_ID: 0.120 G_Rec: 0.448 D_GP: 0.041 D_real: 1.518 D_fake: 0.410 (epoch: 415, iters: 4894, time: 0.063) G_GAN: -0.131 G_GAN_Feat: 0.710 G_ID: 0.093 G_Rec: 0.324 D_GP: 0.048 D_real: 0.621 D_fake: 1.131 (epoch: 415, iters: 5294, time: 0.063) G_GAN: 0.199 G_GAN_Feat: 0.910 G_ID: 0.110 G_Rec: 0.469 D_GP: 0.036 D_real: 0.802 D_fake: 0.801 (epoch: 415, iters: 5694, time: 0.063) G_GAN: -0.059 G_GAN_Feat: 0.736 G_ID: 0.101 G_Rec: 0.320 D_GP: 0.054 D_real: 0.745 D_fake: 1.060 (epoch: 415, iters: 6094, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.887 G_ID: 0.117 G_Rec: 0.407 D_GP: 0.048 D_real: 0.731 D_fake: 0.775 (epoch: 415, iters: 6494, time: 0.063) G_GAN: 0.241 G_GAN_Feat: 0.711 G_ID: 0.101 G_Rec: 0.298 D_GP: 0.037 D_real: 1.056 D_fake: 0.760 (epoch: 415, iters: 6894, time: 0.063) G_GAN: 0.417 G_GAN_Feat: 0.965 G_ID: 0.119 G_Rec: 0.431 D_GP: 0.056 D_real: 0.869 D_fake: 0.596 (epoch: 415, iters: 7294, time: 0.063) G_GAN: -0.007 G_GAN_Feat: 0.838 G_ID: 0.100 G_Rec: 0.337 D_GP: 0.797 D_real: 0.414 D_fake: 1.008 (epoch: 415, iters: 7694, time: 0.064) G_GAN: 0.512 G_GAN_Feat: 1.013 G_ID: 0.117 G_Rec: 0.481 D_GP: 0.081 D_real: 0.942 D_fake: 0.500 (epoch: 415, iters: 8094, time: 0.063) G_GAN: 0.041 G_GAN_Feat: 0.730 G_ID: 0.105 G_Rec: 0.303 D_GP: 0.048 D_real: 0.781 D_fake: 0.959 (epoch: 415, iters: 8494, time: 0.063) G_GAN: 0.305 G_GAN_Feat: 0.946 G_ID: 0.130 G_Rec: 0.461 D_GP: 0.050 D_real: 0.885 D_fake: 0.695 (epoch: 416, iters: 286, time: 0.063) G_GAN: 0.517 G_GAN_Feat: 0.833 G_ID: 0.101 G_Rec: 0.352 D_GP: 0.056 D_real: 1.210 D_fake: 0.496 (epoch: 416, iters: 686, time: 0.064) G_GAN: 0.725 G_GAN_Feat: 0.912 G_ID: 0.111 G_Rec: 0.449 D_GP: 0.033 D_real: 1.306 D_fake: 0.294 (epoch: 416, iters: 1086, time: 0.063) G_GAN: 0.153 G_GAN_Feat: 0.864 G_ID: 0.097 G_Rec: 0.358 D_GP: 0.140 D_real: 0.351 D_fake: 0.852 (epoch: 416, iters: 1486, time: 0.063) G_GAN: 0.852 G_GAN_Feat: 0.936 G_ID: 0.099 G_Rec: 0.401 D_GP: 0.036 D_real: 1.466 D_fake: 0.202 (epoch: 416, iters: 1886, time: 0.063) G_GAN: 0.008 G_GAN_Feat: 0.603 G_ID: 0.100 G_Rec: 0.306 D_GP: 0.028 D_real: 0.990 D_fake: 0.992 (epoch: 416, iters: 2286, time: 0.063) G_GAN: 0.275 G_GAN_Feat: 0.792 G_ID: 0.130 G_Rec: 0.406 D_GP: 0.026 D_real: 1.134 D_fake: 0.727 (epoch: 416, iters: 2686, time: 0.063) G_GAN: 0.062 G_GAN_Feat: 0.656 G_ID: 0.089 G_Rec: 0.300 D_GP: 0.029 D_real: 0.924 D_fake: 0.938 (epoch: 416, iters: 3086, time: 0.063) G_GAN: 0.228 G_GAN_Feat: 0.917 G_ID: 0.121 G_Rec: 0.432 D_GP: 0.057 D_real: 0.926 D_fake: 0.779 (epoch: 416, iters: 3486, time: 0.064) G_GAN: -0.010 G_GAN_Feat: 0.791 G_ID: 0.093 G_Rec: 0.327 D_GP: 0.092 D_real: 0.562 D_fake: 1.010 (epoch: 416, iters: 3886, time: 0.063) G_GAN: 0.653 G_GAN_Feat: 0.989 G_ID: 0.115 G_Rec: 0.481 D_GP: 0.038 D_real: 1.109 D_fake: 0.381 (epoch: 416, iters: 4286, time: 0.063) G_GAN: 0.080 G_GAN_Feat: 0.725 G_ID: 0.094 G_Rec: 0.302 D_GP: 0.051 D_real: 0.879 D_fake: 0.920 (epoch: 416, iters: 4686, time: 0.063) G_GAN: 0.567 G_GAN_Feat: 0.840 G_ID: 0.111 G_Rec: 0.421 D_GP: 0.036 D_real: 1.199 D_fake: 0.438 (epoch: 416, iters: 5086, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.719 G_ID: 0.094 G_Rec: 0.306 D_GP: 0.044 D_real: 1.262 D_fake: 0.501 (epoch: 416, iters: 5486, time: 0.063) G_GAN: 0.429 G_GAN_Feat: 0.967 G_ID: 0.117 G_Rec: 0.464 D_GP: 0.048 D_real: 0.954 D_fake: 0.575 (epoch: 416, iters: 5886, time: 0.063) G_GAN: -0.007 G_GAN_Feat: 0.799 G_ID: 0.102 G_Rec: 0.358 D_GP: 0.036 D_real: 0.751 D_fake: 1.007 (epoch: 416, iters: 6286, time: 0.063) G_GAN: 0.484 G_GAN_Feat: 0.900 G_ID: 0.137 G_Rec: 0.411 D_GP: 0.043 D_real: 1.019 D_fake: 0.521 (epoch: 416, iters: 6686, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.788 G_ID: 0.089 G_Rec: 0.321 D_GP: 0.045 D_real: 0.953 D_fake: 0.692 (epoch: 416, iters: 7086, time: 0.063) G_GAN: 0.537 G_GAN_Feat: 1.008 G_ID: 0.128 G_Rec: 0.418 D_GP: 0.071 D_real: 0.856 D_fake: 0.474 (epoch: 416, iters: 7486, time: 0.063) G_GAN: 0.425 G_GAN_Feat: 0.851 G_ID: 0.091 G_Rec: 0.313 D_GP: 0.050 D_real: 0.874 D_fake: 0.576 (epoch: 416, iters: 7886, time: 0.063) G_GAN: 0.410 G_GAN_Feat: 1.245 G_ID: 0.130 G_Rec: 0.468 D_GP: 0.065 D_real: 0.885 D_fake: 0.613 (epoch: 416, iters: 8286, time: 0.064) G_GAN: -0.103 G_GAN_Feat: 0.689 G_ID: 0.097 G_Rec: 0.318 D_GP: 0.028 D_real: 0.861 D_fake: 1.103 (epoch: 416, iters: 8686, time: 0.063) G_GAN: 0.139 G_GAN_Feat: 0.872 G_ID: 0.112 G_Rec: 0.425 D_GP: 0.029 D_real: 0.788 D_fake: 0.863 (epoch: 417, iters: 478, time: 0.063) G_GAN: -0.050 G_GAN_Feat: 0.666 G_ID: 0.122 G_Rec: 0.289 D_GP: 0.036 D_real: 0.826 D_fake: 1.050 (epoch: 417, iters: 878, time: 0.063) G_GAN: 0.395 G_GAN_Feat: 0.916 G_ID: 0.110 G_Rec: 0.451 D_GP: 0.043 D_real: 0.902 D_fake: 0.628 (epoch: 417, iters: 1278, time: 0.064) G_GAN: -0.024 G_GAN_Feat: 0.668 G_ID: 0.097 G_Rec: 0.308 D_GP: 0.039 D_real: 0.854 D_fake: 1.024 (epoch: 417, iters: 1678, time: 0.063) G_GAN: 0.534 G_GAN_Feat: 0.942 G_ID: 0.114 G_Rec: 0.478 D_GP: 0.035 D_real: 1.074 D_fake: 0.507 (epoch: 417, iters: 2078, time: 0.063) G_GAN: -0.031 G_GAN_Feat: 0.671 G_ID: 0.109 G_Rec: 0.325 D_GP: 0.029 D_real: 0.864 D_fake: 1.031 (epoch: 417, iters: 2478, time: 0.063) G_GAN: 0.150 G_GAN_Feat: 0.942 G_ID: 0.127 G_Rec: 0.477 D_GP: 0.042 D_real: 0.674 D_fake: 0.852 (epoch: 417, iters: 2878, time: 0.064) G_GAN: 0.002 G_GAN_Feat: 0.649 G_ID: 0.112 G_Rec: 0.282 D_GP: 0.031 D_real: 0.964 D_fake: 0.999 (epoch: 417, iters: 3278, time: 0.063) G_GAN: 0.501 G_GAN_Feat: 0.949 G_ID: 0.154 G_Rec: 0.452 D_GP: 0.046 D_real: 0.993 D_fake: 0.523 (epoch: 417, iters: 3678, time: 0.063) G_GAN: 0.271 G_GAN_Feat: 0.776 G_ID: 0.095 G_Rec: 0.334 D_GP: 0.051 D_real: 1.045 D_fake: 0.732 (epoch: 417, iters: 4078, time: 0.063) G_GAN: 0.543 G_GAN_Feat: 0.860 G_ID: 0.113 G_Rec: 0.385 D_GP: 0.032 D_real: 1.276 D_fake: 0.470 (epoch: 417, iters: 4478, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.762 G_ID: 0.087 G_Rec: 0.305 D_GP: 0.045 D_real: 0.932 D_fake: 0.775 (epoch: 417, iters: 4878, time: 0.063) G_GAN: 0.496 G_GAN_Feat: 0.930 G_ID: 0.116 G_Rec: 0.440 D_GP: 0.035 D_real: 1.145 D_fake: 0.512 (epoch: 417, iters: 5278, time: 0.063) G_GAN: 0.216 G_GAN_Feat: 0.733 G_ID: 0.093 G_Rec: 0.304 D_GP: 0.040 D_real: 1.056 D_fake: 0.786 (epoch: 417, iters: 5678, time: 0.063) G_GAN: 0.486 G_GAN_Feat: 0.925 G_ID: 0.113 G_Rec: 0.448 D_GP: 0.063 D_real: 0.930 D_fake: 0.530 (epoch: 417, iters: 6078, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.789 G_ID: 0.088 G_Rec: 0.307 D_GP: 0.064 D_real: 0.879 D_fake: 0.637 (epoch: 417, iters: 6478, time: 0.063) G_GAN: 0.549 G_GAN_Feat: 0.875 G_ID: 0.125 G_Rec: 0.391 D_GP: 0.031 D_real: 1.153 D_fake: 0.467 (epoch: 417, iters: 6878, time: 0.063) G_GAN: -0.040 G_GAN_Feat: 0.815 G_ID: 0.113 G_Rec: 0.340 D_GP: 0.098 D_real: 0.464 D_fake: 1.040 (epoch: 417, iters: 7278, time: 0.063) G_GAN: 0.528 G_GAN_Feat: 1.117 G_ID: 0.108 G_Rec: 0.492 D_GP: 0.110 D_real: 0.744 D_fake: 0.487 (epoch: 417, iters: 7678, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.960 G_ID: 0.115 G_Rec: 0.356 D_GP: 0.054 D_real: 0.811 D_fake: 0.870 (epoch: 417, iters: 8078, time: 0.063) G_GAN: 0.703 G_GAN_Feat: 0.977 G_ID: 0.110 G_Rec: 0.430 D_GP: 0.033 D_real: 1.298 D_fake: 0.333 (epoch: 417, iters: 8478, time: 0.063) G_GAN: -0.024 G_GAN_Feat: 0.938 G_ID: 0.102 G_Rec: 0.322 D_GP: 3.707 D_real: 0.330 D_fake: 1.025 (epoch: 418, iters: 270, time: 0.063) G_GAN: 0.360 G_GAN_Feat: 0.882 G_ID: 0.122 G_Rec: 0.441 D_GP: 0.029 D_real: 1.077 D_fake: 0.640 (epoch: 418, iters: 670, time: 0.064) G_GAN: -0.062 G_GAN_Feat: 0.643 G_ID: 0.140 G_Rec: 0.328 D_GP: 0.028 D_real: 0.808 D_fake: 1.062 (epoch: 418, iters: 1070, time: 0.063) G_GAN: 0.241 G_GAN_Feat: 0.837 G_ID: 0.116 G_Rec: 0.409 D_GP: 0.035 D_real: 0.984 D_fake: 0.760 (epoch: 418, iters: 1470, time: 0.063) G_GAN: -0.007 G_GAN_Feat: 0.603 G_ID: 0.104 G_Rec: 0.285 D_GP: 0.034 D_real: 0.902 D_fake: 1.007 (epoch: 418, iters: 1870, time: 0.063) G_GAN: 0.316 G_GAN_Feat: 0.810 G_ID: 0.126 G_Rec: 0.416 D_GP: 0.038 D_real: 1.006 D_fake: 0.698 (epoch: 418, iters: 2270, time: 0.064) G_GAN: -0.061 G_GAN_Feat: 0.698 G_ID: 0.101 G_Rec: 0.323 D_GP: 0.054 D_real: 0.768 D_fake: 1.061 (epoch: 418, iters: 2670, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 0.876 G_ID: 0.121 G_Rec: 0.433 D_GP: 0.046 D_real: 0.971 D_fake: 0.763 (epoch: 418, iters: 3070, time: 0.063) G_GAN: -0.143 G_GAN_Feat: 0.669 G_ID: 0.078 G_Rec: 0.312 D_GP: 0.049 D_real: 0.664 D_fake: 1.143 (epoch: 418, iters: 3470, time: 0.063) G_GAN: 0.296 G_GAN_Feat: 0.928 G_ID: 0.120 G_Rec: 0.462 D_GP: 0.044 D_real: 0.926 D_fake: 0.713 (epoch: 418, iters: 3870, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.676 G_ID: 0.110 G_Rec: 0.290 D_GP: 0.037 D_real: 1.156 D_fake: 0.762 (epoch: 418, iters: 4270, time: 0.063) G_GAN: 0.485 G_GAN_Feat: 0.961 G_ID: 0.107 G_Rec: 0.457 D_GP: 0.042 D_real: 1.220 D_fake: 0.540 (epoch: 418, iters: 4670, time: 0.063) G_GAN: 0.526 G_GAN_Feat: 0.783 G_ID: 0.119 G_Rec: 0.343 D_GP: 0.033 D_real: 1.416 D_fake: 0.481 (epoch: 418, iters: 5070, time: 0.063) G_GAN: 0.316 G_GAN_Feat: 0.952 G_ID: 0.120 G_Rec: 0.439 D_GP: 0.082 D_real: 0.763 D_fake: 0.691 (epoch: 418, iters: 5470, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.669 G_ID: 0.096 G_Rec: 0.298 D_GP: 0.040 D_real: 1.127 D_fake: 0.761 (epoch: 418, iters: 5870, time: 0.063) G_GAN: 0.342 G_GAN_Feat: 1.010 G_ID: 0.126 G_Rec: 0.472 D_GP: 0.052 D_real: 0.840 D_fake: 0.659 (epoch: 418, iters: 6270, time: 0.063) G_GAN: 0.094 G_GAN_Feat: 0.656 G_ID: 0.099 G_Rec: 0.302 D_GP: 0.028 D_real: 1.014 D_fake: 0.909 (epoch: 418, iters: 6670, time: 0.063) G_GAN: 0.448 G_GAN_Feat: 1.090 G_ID: 0.124 G_Rec: 0.464 D_GP: 0.085 D_real: 0.463 D_fake: 0.557 (epoch: 418, iters: 7070, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.743 G_ID: 0.091 G_Rec: 0.311 D_GP: 0.065 D_real: 1.264 D_fake: 0.587 (epoch: 418, iters: 7470, time: 0.063) G_GAN: 0.487 G_GAN_Feat: 0.970 G_ID: 0.118 G_Rec: 0.455 D_GP: 0.091 D_real: 1.075 D_fake: 0.523 (epoch: 418, iters: 7870, time: 0.063) G_GAN: 0.056 G_GAN_Feat: 0.660 G_ID: 0.110 G_Rec: 0.374 D_GP: 0.035 D_real: 0.955 D_fake: 0.944 (epoch: 418, iters: 8270, time: 0.063) G_GAN: 0.142 G_GAN_Feat: 0.943 G_ID: 0.111 G_Rec: 0.450 D_GP: 0.050 D_real: 0.777 D_fake: 0.858 (epoch: 418, iters: 8670, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.760 G_ID: 0.107 G_Rec: 0.318 D_GP: 0.034 D_real: 1.026 D_fake: 0.738 (epoch: 419, iters: 462, time: 0.063) G_GAN: 0.383 G_GAN_Feat: 0.891 G_ID: 0.124 G_Rec: 0.419 D_GP: 0.031 D_real: 0.951 D_fake: 0.618 (epoch: 419, iters: 862, time: 0.063) G_GAN: 0.431 G_GAN_Feat: 0.656 G_ID: 0.100 G_Rec: 0.270 D_GP: 0.025 D_real: 1.312 D_fake: 0.571 (epoch: 419, iters: 1262, time: 0.063) G_GAN: 0.541 G_GAN_Feat: 0.906 G_ID: 0.104 G_Rec: 0.408 D_GP: 0.034 D_real: 1.124 D_fake: 0.467 (epoch: 419, iters: 1662, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.739 G_ID: 0.105 G_Rec: 0.281 D_GP: 0.051 D_real: 1.160 D_fake: 0.728 (epoch: 419, iters: 2062, time: 0.063) G_GAN: 0.835 G_GAN_Feat: 0.984 G_ID: 0.114 G_Rec: 0.470 D_GP: 0.037 D_real: 1.401 D_fake: 0.250 (epoch: 419, iters: 2462, time: 0.063) G_GAN: 0.089 G_GAN_Feat: 0.718 G_ID: 0.096 G_Rec: 0.328 D_GP: 0.036 D_real: 0.977 D_fake: 0.911 (epoch: 419, iters: 2862, time: 0.063) G_GAN: 0.512 G_GAN_Feat: 0.891 G_ID: 0.101 G_Rec: 0.391 D_GP: 0.038 D_real: 1.121 D_fake: 0.507 (epoch: 419, iters: 3262, time: 0.064) G_GAN: 0.195 G_GAN_Feat: 0.746 G_ID: 0.096 G_Rec: 0.320 D_GP: 0.042 D_real: 1.021 D_fake: 0.805 (epoch: 419, iters: 3662, time: 0.063) G_GAN: 0.500 G_GAN_Feat: 0.911 G_ID: 0.112 G_Rec: 0.422 D_GP: 0.031 D_real: 1.218 D_fake: 0.512 (epoch: 419, iters: 4062, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.710 G_ID: 0.122 G_Rec: 0.290 D_GP: 0.032 D_real: 1.060 D_fake: 0.784 (epoch: 419, iters: 4462, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.914 G_ID: 0.126 G_Rec: 0.392 D_GP: 0.037 D_real: 1.051 D_fake: 0.529 (epoch: 419, iters: 4862, time: 0.064) G_GAN: -0.112 G_GAN_Feat: 0.785 G_ID: 0.120 G_Rec: 0.325 D_GP: 0.042 D_real: 0.600 D_fake: 1.112 (epoch: 419, iters: 5262, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.892 G_ID: 0.119 G_Rec: 0.376 D_GP: 0.030 D_real: 0.707 D_fake: 0.866 (epoch: 419, iters: 5662, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.732 G_ID: 0.103 G_Rec: 0.294 D_GP: 0.053 D_real: 1.033 D_fake: 0.675 (epoch: 419, iters: 6062, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 1.059 G_ID: 0.131 G_Rec: 0.459 D_GP: 0.062 D_real: 0.647 D_fake: 0.569 (epoch: 419, iters: 6462, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.812 G_ID: 0.105 G_Rec: 0.322 D_GP: 0.046 D_real: 0.995 D_fake: 0.756 (epoch: 419, iters: 6862, time: 0.064) G_GAN: 0.800 G_GAN_Feat: 1.035 G_ID: 0.132 G_Rec: 0.437 D_GP: 0.064 D_real: 0.818 D_fake: 0.255 (epoch: 419, iters: 7262, time: 0.064) G_GAN: -0.239 G_GAN_Feat: 0.832 G_ID: 0.100 G_Rec: 0.321 D_GP: 0.048 D_real: 0.546 D_fake: 1.240 (epoch: 419, iters: 7662, time: 0.064) G_GAN: 0.429 G_GAN_Feat: 1.029 G_ID: 0.127 G_Rec: 0.433 D_GP: 0.034 D_real: 0.831 D_fake: 0.572 (epoch: 419, iters: 8062, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.716 G_ID: 0.099 G_Rec: 0.316 D_GP: 0.039 D_real: 1.180 D_fake: 0.775 (epoch: 419, iters: 8462, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.951 G_ID: 0.114 G_Rec: 0.431 D_GP: 0.029 D_real: 0.974 D_fake: 0.708 (epoch: 420, iters: 254, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.723 G_ID: 0.106 G_Rec: 0.274 D_GP: 0.036 D_real: 1.177 D_fake: 0.654 (epoch: 420, iters: 654, time: 0.064) G_GAN: 0.510 G_GAN_Feat: 0.924 G_ID: 0.124 G_Rec: 0.430 D_GP: 0.034 D_real: 1.078 D_fake: 0.509 (epoch: 420, iters: 1054, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.793 G_ID: 0.096 G_Rec: 0.313 D_GP: 0.057 D_real: 0.953 D_fake: 0.651 (epoch: 420, iters: 1454, time: 0.063) G_GAN: 0.533 G_GAN_Feat: 0.929 G_ID: 0.117 G_Rec: 0.486 D_GP: 0.027 D_real: 1.179 D_fake: 0.473 (epoch: 420, iters: 1854, time: 0.063) G_GAN: 0.153 G_GAN_Feat: 0.796 G_ID: 0.105 G_Rec: 0.314 D_GP: 0.097 D_real: 0.840 D_fake: 0.848 (epoch: 420, iters: 2254, time: 0.063) G_GAN: 0.617 G_GAN_Feat: 0.916 G_ID: 0.112 G_Rec: 0.423 D_GP: 0.034 D_real: 1.198 D_fake: 0.395 (epoch: 420, iters: 2654, time: 0.064) G_GAN: 0.436 G_GAN_Feat: 0.801 G_ID: 0.087 G_Rec: 0.310 D_GP: 0.051 D_real: 1.149 D_fake: 0.572 (epoch: 420, iters: 3054, time: 0.063) G_GAN: 0.931 G_GAN_Feat: 1.168 G_ID: 0.113 G_Rec: 0.467 D_GP: 0.057 D_real: 0.877 D_fake: 0.237 (epoch: 420, iters: 3454, time: 0.063) G_GAN: 0.242 G_GAN_Feat: 0.901 G_ID: 0.110 G_Rec: 0.322 D_GP: 0.077 D_real: 0.493 D_fake: 0.761 (epoch: 420, iters: 3854, time: 0.063) G_GAN: 0.454 G_GAN_Feat: 1.039 G_ID: 0.125 G_Rec: 0.499 D_GP: 0.030 D_real: 1.089 D_fake: 0.558 (epoch: 420, iters: 4254, time: 0.064) G_GAN: 0.365 G_GAN_Feat: 0.752 G_ID: 0.095 G_Rec: 0.283 D_GP: 0.037 D_real: 1.136 D_fake: 0.637 (epoch: 420, iters: 4654, time: 0.063) G_GAN: 1.416 G_GAN_Feat: 1.097 G_ID: 0.132 G_Rec: 0.460 D_GP: 0.121 D_real: 1.590 D_fake: 0.148 (epoch: 420, iters: 5054, time: 0.063) G_GAN: 0.045 G_GAN_Feat: 0.731 G_ID: 0.104 G_Rec: 0.308 D_GP: 0.030 D_real: 0.996 D_fake: 0.955 (epoch: 420, iters: 5454, time: 0.063) G_GAN: 0.241 G_GAN_Feat: 0.929 G_ID: 0.116 G_Rec: 0.418 D_GP: 0.046 D_real: 0.877 D_fake: 0.762 (epoch: 420, iters: 5854, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.882 G_ID: 0.102 G_Rec: 0.336 D_GP: 0.083 D_real: 0.611 D_fake: 0.728 (epoch: 420, iters: 6254, time: 0.063) G_GAN: 0.442 G_GAN_Feat: 0.936 G_ID: 0.138 G_Rec: 0.457 D_GP: 0.035 D_real: 1.051 D_fake: 0.561 (epoch: 420, iters: 6654, time: 0.063) G_GAN: 0.237 G_GAN_Feat: 0.701 G_ID: 0.086 G_Rec: 0.307 D_GP: 0.047 D_real: 1.140 D_fake: 0.763 (epoch: 420, iters: 7054, time: 0.063) G_GAN: 0.643 G_GAN_Feat: 0.952 G_ID: 0.137 G_Rec: 0.463 D_GP: 0.038 D_real: 1.136 D_fake: 0.383 (epoch: 420, iters: 7454, time: 0.063) G_GAN: 0.407 G_GAN_Feat: 0.643 G_ID: 0.090 G_Rec: 0.271 D_GP: 0.043 D_real: 1.285 D_fake: 0.594 (epoch: 420, iters: 7854, time: 0.063) G_GAN: 0.480 G_GAN_Feat: 0.925 G_ID: 0.126 G_Rec: 0.391 D_GP: 0.043 D_real: 1.072 D_fake: 0.529 (epoch: 420, iters: 8254, time: 0.063) G_GAN: 0.503 G_GAN_Feat: 0.933 G_ID: 0.098 G_Rec: 0.353 D_GP: 0.282 D_real: 0.645 D_fake: 0.526 (epoch: 420, iters: 8654, time: 0.064) G_GAN: 0.643 G_GAN_Feat: 1.010 G_ID: 0.116 G_Rec: 0.439 D_GP: 0.037 D_real: 1.175 D_fake: 0.371 (epoch: 421, iters: 446, time: 0.063) G_GAN: 0.376 G_GAN_Feat: 0.771 G_ID: 0.122 G_Rec: 0.327 D_GP: 0.037 D_real: 1.211 D_fake: 0.640 (epoch: 421, iters: 846, time: 0.063) G_GAN: 0.577 G_GAN_Feat: 1.018 G_ID: 0.120 G_Rec: 0.499 D_GP: 0.135 D_real: 0.932 D_fake: 0.431 (epoch: 421, iters: 1246, time: 0.063) G_GAN: 0.283 G_GAN_Feat: 0.789 G_ID: 0.098 G_Rec: 0.318 D_GP: 0.051 D_real: 0.818 D_fake: 0.718 (epoch: 421, iters: 1646, time: 0.064) G_GAN: 0.443 G_GAN_Feat: 1.042 G_ID: 0.131 G_Rec: 0.459 D_GP: 0.065 D_real: 0.620 D_fake: 0.563 (epoch: 421, iters: 2046, time: 0.063) G_GAN: 0.112 G_GAN_Feat: 0.854 G_ID: 0.130 G_Rec: 0.334 D_GP: 0.044 D_real: 0.822 D_fake: 0.889 (epoch: 421, iters: 2446, time: 0.063) G_GAN: 0.676 G_GAN_Feat: 1.279 G_ID: 0.128 G_Rec: 0.467 D_GP: 0.047 D_real: 0.531 D_fake: 0.345 (epoch: 421, iters: 2846, time: 0.063) G_GAN: 0.250 G_GAN_Feat: 0.842 G_ID: 0.119 G_Rec: 0.339 D_GP: 0.032 D_real: 1.092 D_fake: 0.751 (epoch: 421, iters: 3246, time: 0.064) G_GAN: 0.535 G_GAN_Feat: 0.991 G_ID: 0.122 G_Rec: 0.458 D_GP: 0.034 D_real: 1.111 D_fake: 0.491 (epoch: 421, iters: 3646, time: 0.063) G_GAN: -0.159 G_GAN_Feat: 0.712 G_ID: 0.095 G_Rec: 0.301 D_GP: 0.040 D_real: 0.669 D_fake: 1.159 (epoch: 421, iters: 4046, time: 0.063) G_GAN: 0.416 G_GAN_Feat: 0.971 G_ID: 0.136 G_Rec: 0.484 D_GP: 0.033 D_real: 1.027 D_fake: 0.590 (epoch: 421, iters: 4446, time: 0.063) G_GAN: 0.431 G_GAN_Feat: 0.990 G_ID: 0.098 G_Rec: 0.338 D_GP: 0.057 D_real: 0.657 D_fake: 0.574 (epoch: 421, iters: 4846, time: 0.064) G_GAN: 1.212 G_GAN_Feat: 1.140 G_ID: 0.105 G_Rec: 0.446 D_GP: 0.179 D_real: 1.433 D_fake: 0.236 (epoch: 421, iters: 5246, time: 0.063) G_GAN: 0.358 G_GAN_Feat: 1.009 G_ID: 0.097 G_Rec: 0.334 D_GP: 0.644 D_real: 0.382 D_fake: 0.708 (epoch: 421, iters: 5646, time: 0.063) G_GAN: 0.298 G_GAN_Feat: 1.038 G_ID: 0.133 G_Rec: 0.468 D_GP: 0.072 D_real: 0.572 D_fake: 0.706 (epoch: 421, iters: 6046, time: 0.063) G_GAN: 0.347 G_GAN_Feat: 0.963 G_ID: 0.097 G_Rec: 0.349 D_GP: 0.078 D_real: 0.379 D_fake: 0.665 (epoch: 421, iters: 6446, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 1.223 G_ID: 0.165 G_Rec: 0.464 D_GP: 0.069 D_real: 0.773 D_fake: 0.711 (epoch: 421, iters: 6846, time: 0.063) G_GAN: 0.190 G_GAN_Feat: 0.975 G_ID: 0.099 G_Rec: 0.364 D_GP: 0.072 D_real: 0.331 D_fake: 0.812 (epoch: 421, iters: 7246, time: 0.063) G_GAN: 0.490 G_GAN_Feat: 1.242 G_ID: 0.153 G_Rec: 0.485 D_GP: 0.060 D_real: 0.315 D_fake: 0.515 (epoch: 421, iters: 7646, time: 0.063) G_GAN: 0.534 G_GAN_Feat: 0.817 G_ID: 0.087 G_Rec: 0.348 D_GP: 0.037 D_real: 1.109 D_fake: 0.480 (epoch: 421, iters: 8046, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.802 G_ID: 0.120 G_Rec: 0.422 D_GP: 0.026 D_real: 1.051 D_fake: 0.759 (epoch: 421, iters: 8446, time: 0.063) G_GAN: 0.155 G_GAN_Feat: 0.579 G_ID: 0.093 G_Rec: 0.284 D_GP: 0.026 D_real: 1.107 D_fake: 0.845 (epoch: 422, iters: 238, time: 0.063) G_GAN: 0.459 G_GAN_Feat: 0.847 G_ID: 0.120 G_Rec: 0.413 D_GP: 0.030 D_real: 1.177 D_fake: 0.547 (epoch: 422, iters: 638, time: 0.063) G_GAN: 0.253 G_GAN_Feat: 0.612 G_ID: 0.095 G_Rec: 0.344 D_GP: 0.030 D_real: 1.178 D_fake: 0.748 (epoch: 422, iters: 1038, time: 0.064) G_GAN: 0.447 G_GAN_Feat: 0.880 G_ID: 0.113 G_Rec: 0.422 D_GP: 0.047 D_real: 1.069 D_fake: 0.566 (epoch: 422, iters: 1438, time: 0.063) G_GAN: 0.181 G_GAN_Feat: 0.617 G_ID: 0.096 G_Rec: 0.287 D_GP: 0.035 D_real: 1.117 D_fake: 0.820 (epoch: 422, iters: 1838, time: 0.063) G_GAN: 0.516 G_GAN_Feat: 0.887 G_ID: 0.101 G_Rec: 0.411 D_GP: 0.039 D_real: 1.112 D_fake: 0.517 (epoch: 422, iters: 2238, time: 0.063) G_GAN: -0.082 G_GAN_Feat: 0.618 G_ID: 0.095 G_Rec: 0.293 D_GP: 0.030 D_real: 0.766 D_fake: 1.082 (epoch: 422, iters: 2638, time: 0.064) G_GAN: 0.416 G_GAN_Feat: 0.882 G_ID: 0.112 G_Rec: 0.432 D_GP: 0.037 D_real: 1.122 D_fake: 0.599 (epoch: 422, iters: 3038, time: 0.063) G_GAN: -0.025 G_GAN_Feat: 0.657 G_ID: 0.114 G_Rec: 0.302 D_GP: 0.035 D_real: 0.796 D_fake: 1.025 (epoch: 422, iters: 3438, time: 0.063) G_GAN: 0.311 G_GAN_Feat: 0.906 G_ID: 0.107 G_Rec: 0.426 D_GP: 0.036 D_real: 0.897 D_fake: 0.696 (epoch: 422, iters: 3838, time: 0.063) G_GAN: 0.108 G_GAN_Feat: 0.708 G_ID: 0.101 G_Rec: 0.341 D_GP: 0.038 D_real: 0.949 D_fake: 0.894 (epoch: 422, iters: 4238, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.882 G_ID: 0.127 G_Rec: 0.446 D_GP: 0.034 D_real: 0.903 D_fake: 0.784 (epoch: 422, iters: 4638, time: 0.063) G_GAN: -0.196 G_GAN_Feat: 0.767 G_ID: 0.119 G_Rec: 0.364 D_GP: 0.067 D_real: 0.471 D_fake: 1.196 (epoch: 422, iters: 5038, time: 0.063) G_GAN: 0.376 G_GAN_Feat: 0.966 G_ID: 0.126 G_Rec: 0.490 D_GP: 0.039 D_real: 0.916 D_fake: 0.633 (epoch: 422, iters: 5438, time: 0.063) G_GAN: 0.125 G_GAN_Feat: 0.697 G_ID: 0.116 G_Rec: 0.307 D_GP: 0.041 D_real: 0.892 D_fake: 0.875 (epoch: 422, iters: 5838, time: 0.064) G_GAN: 0.228 G_GAN_Feat: 0.907 G_ID: 0.115 G_Rec: 0.456 D_GP: 0.036 D_real: 0.861 D_fake: 0.773 (epoch: 422, iters: 6238, time: 0.063) G_GAN: 0.227 G_GAN_Feat: 0.691 G_ID: 0.100 G_Rec: 0.302 D_GP: 0.031 D_real: 1.094 D_fake: 0.774 (epoch: 422, iters: 6638, time: 0.063) G_GAN: 0.458 G_GAN_Feat: 0.966 G_ID: 0.112 G_Rec: 0.439 D_GP: 0.055 D_real: 1.055 D_fake: 0.544 (epoch: 422, iters: 7038, time: 0.063) G_GAN: 0.202 G_GAN_Feat: 0.831 G_ID: 0.102 G_Rec: 0.333 D_GP: 0.126 D_real: 0.808 D_fake: 0.800 (epoch: 422, iters: 7438, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.916 G_ID: 0.128 G_Rec: 0.422 D_GP: 0.031 D_real: 1.007 D_fake: 0.650 (epoch: 422, iters: 7838, time: 0.063) G_GAN: 0.234 G_GAN_Feat: 0.604 G_ID: 0.096 G_Rec: 0.291 D_GP: 0.027 D_real: 1.219 D_fake: 0.766 (epoch: 422, iters: 8238, time: 0.063) G_GAN: 0.485 G_GAN_Feat: 0.915 G_ID: 0.118 G_Rec: 0.425 D_GP: 0.032 D_real: 1.266 D_fake: 0.520 (epoch: 422, iters: 8638, time: 0.063) G_GAN: 0.208 G_GAN_Feat: 0.704 G_ID: 0.102 G_Rec: 0.320 D_GP: 0.035 D_real: 1.066 D_fake: 0.792 (epoch: 423, iters: 430, time: 0.064) G_GAN: 0.622 G_GAN_Feat: 0.925 G_ID: 0.109 G_Rec: 0.424 D_GP: 0.050 D_real: 1.197 D_fake: 0.395 (epoch: 423, iters: 830, time: 0.063) G_GAN: -0.040 G_GAN_Feat: 0.766 G_ID: 0.108 G_Rec: 0.358 D_GP: 0.062 D_real: 0.821 D_fake: 1.040 (epoch: 423, iters: 1230, time: 0.063) G_GAN: 0.518 G_GAN_Feat: 0.987 G_ID: 0.112 G_Rec: 0.484 D_GP: 0.068 D_real: 0.872 D_fake: 0.509 (epoch: 423, iters: 1630, time: 0.063) G_GAN: 0.139 G_GAN_Feat: 0.756 G_ID: 0.099 G_Rec: 0.295 D_GP: 0.051 D_real: 0.779 D_fake: 0.861 (epoch: 423, iters: 2030, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.910 G_ID: 0.136 G_Rec: 0.413 D_GP: 0.058 D_real: 0.891 D_fake: 0.585 (epoch: 423, iters: 2430, time: 0.063) G_GAN: 0.436 G_GAN_Feat: 0.783 G_ID: 0.108 G_Rec: 0.310 D_GP: 0.067 D_real: 0.959 D_fake: 0.575 (epoch: 423, iters: 2830, time: 0.063) G_GAN: 0.418 G_GAN_Feat: 0.910 G_ID: 0.105 G_Rec: 0.394 D_GP: 0.036 D_real: 1.052 D_fake: 0.583 (epoch: 423, iters: 3230, time: 0.063) G_GAN: 0.246 G_GAN_Feat: 0.730 G_ID: 0.083 G_Rec: 0.304 D_GP: 0.038 D_real: 1.088 D_fake: 0.754 (epoch: 423, iters: 3630, time: 0.064) G_GAN: 0.671 G_GAN_Feat: 0.981 G_ID: 0.108 G_Rec: 0.429 D_GP: 0.126 D_real: 0.951 D_fake: 0.370 (epoch: 423, iters: 4030, time: 0.063) G_GAN: 0.148 G_GAN_Feat: 0.776 G_ID: 0.108 G_Rec: 0.307 D_GP: 0.054 D_real: 0.771 D_fake: 0.852 (epoch: 423, iters: 4430, time: 0.063) G_GAN: 0.315 G_GAN_Feat: 1.010 G_ID: 0.113 G_Rec: 0.494 D_GP: 0.043 D_real: 0.852 D_fake: 0.700 (epoch: 423, iters: 4830, time: 0.063) G_GAN: 0.199 G_GAN_Feat: 0.780 G_ID: 0.086 G_Rec: 0.315 D_GP: 0.067 D_real: 0.911 D_fake: 0.803 (epoch: 423, iters: 5230, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.978 G_ID: 0.123 G_Rec: 0.443 D_GP: 0.046 D_real: 0.670 D_fake: 0.829 (epoch: 423, iters: 5630, time: 0.064) G_GAN: -0.109 G_GAN_Feat: 0.899 G_ID: 0.092 G_Rec: 0.373 D_GP: 0.155 D_real: 0.205 D_fake: 1.111 (epoch: 423, iters: 6030, time: 0.063) G_GAN: 0.274 G_GAN_Feat: 0.974 G_ID: 0.135 G_Rec: 0.424 D_GP: 0.040 D_real: 0.683 D_fake: 0.731 (epoch: 423, iters: 6430, time: 0.063) G_GAN: 0.108 G_GAN_Feat: 0.861 G_ID: 0.101 G_Rec: 0.357 D_GP: 0.094 D_real: 0.569 D_fake: 0.892 (epoch: 423, iters: 6830, time: 0.064) G_GAN: 0.629 G_GAN_Feat: 0.995 G_ID: 0.116 G_Rec: 0.490 D_GP: 0.052 D_real: 0.995 D_fake: 0.402 (epoch: 423, iters: 7230, time: 0.063) G_GAN: 0.221 G_GAN_Feat: 0.752 G_ID: 0.097 G_Rec: 0.340 D_GP: 0.034 D_real: 1.074 D_fake: 0.779 (epoch: 423, iters: 7630, time: 0.063) G_GAN: 0.546 G_GAN_Feat: 0.962 G_ID: 0.114 G_Rec: 0.430 D_GP: 0.043 D_real: 1.177 D_fake: 0.500 (epoch: 423, iters: 8030, time: 0.063) G_GAN: 0.442 G_GAN_Feat: 0.835 G_ID: 0.091 G_Rec: 0.315 D_GP: 0.054 D_real: 1.045 D_fake: 0.562 (epoch: 423, iters: 8430, time: 0.064) G_GAN: 0.382 G_GAN_Feat: 0.997 G_ID: 0.104 G_Rec: 0.529 D_GP: 0.036 D_real: 0.774 D_fake: 0.622 (epoch: 424, iters: 222, time: 0.063) G_GAN: 0.245 G_GAN_Feat: 0.826 G_ID: 0.111 G_Rec: 0.297 D_GP: 0.050 D_real: 0.698 D_fake: 0.761 (epoch: 424, iters: 622, time: 0.063) G_GAN: 0.446 G_GAN_Feat: 0.869 G_ID: 0.114 G_Rec: 0.415 D_GP: 0.026 D_real: 1.185 D_fake: 0.557 (epoch: 424, iters: 1022, time: 0.063) G_GAN: 0.259 G_GAN_Feat: 0.692 G_ID: 0.103 G_Rec: 0.305 D_GP: 0.032 D_real: 1.113 D_fake: 0.742 (epoch: 424, iters: 1422, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 1.008 G_ID: 0.111 G_Rec: 0.450 D_GP: 0.050 D_real: 0.725 D_fake: 0.684 (epoch: 424, iters: 1822, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 0.781 G_ID: 0.093 G_Rec: 0.301 D_GP: 0.045 D_real: 0.999 D_fake: 0.532 (epoch: 424, iters: 2222, time: 0.063) G_GAN: 0.962 G_GAN_Feat: 1.097 G_ID: 0.120 G_Rec: 0.462 D_GP: 0.139 D_real: 0.944 D_fake: 0.201 (epoch: 424, iters: 2622, time: 0.063) G_GAN: 0.223 G_GAN_Feat: 0.715 G_ID: 0.093 G_Rec: 0.304 D_GP: 0.036 D_real: 1.119 D_fake: 0.780 (epoch: 424, iters: 3022, time: 0.064) G_GAN: 0.512 G_GAN_Feat: 0.880 G_ID: 0.133 G_Rec: 0.382 D_GP: 0.029 D_real: 1.202 D_fake: 0.524 (epoch: 424, iters: 3422, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 0.907 G_ID: 0.105 G_Rec: 0.342 D_GP: 0.136 D_real: 0.499 D_fake: 0.588 (epoch: 424, iters: 3822, time: 0.063) G_GAN: 0.869 G_GAN_Feat: 1.011 G_ID: 0.131 G_Rec: 0.454 D_GP: 0.045 D_real: 1.296 D_fake: 0.209 (epoch: 424, iters: 4222, time: 0.063) G_GAN: 0.123 G_GAN_Feat: 0.700 G_ID: 0.089 G_Rec: 0.309 D_GP: 0.025 D_real: 1.073 D_fake: 0.877 (epoch: 424, iters: 4622, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.960 G_ID: 0.103 G_Rec: 0.437 D_GP: 0.031 D_real: 0.849 D_fake: 0.765 (epoch: 424, iters: 5022, time: 0.063) G_GAN: -0.190 G_GAN_Feat: 0.747 G_ID: 0.108 G_Rec: 0.297 D_GP: 0.033 D_real: 0.817 D_fake: 1.191 (epoch: 424, iters: 5422, time: 0.063) G_GAN: 0.808 G_GAN_Feat: 1.071 G_ID: 0.105 G_Rec: 0.485 D_GP: 0.034 D_real: 0.946 D_fake: 0.274 (epoch: 424, iters: 5822, time: 0.063) G_GAN: 0.190 G_GAN_Feat: 0.788 G_ID: 0.101 G_Rec: 0.313 D_GP: 0.040 D_real: 0.954 D_fake: 0.811 (epoch: 424, iters: 6222, time: 0.064) G_GAN: 0.243 G_GAN_Feat: 1.124 G_ID: 0.131 G_Rec: 0.444 D_GP: 0.042 D_real: 0.984 D_fake: 0.761 (epoch: 424, iters: 6622, time: 0.063) G_GAN: -0.164 G_GAN_Feat: 0.752 G_ID: 0.121 G_Rec: 0.325 D_GP: 0.031 D_real: 0.752 D_fake: 1.164 (epoch: 424, iters: 7022, time: 0.063) G_GAN: 0.260 G_GAN_Feat: 0.974 G_ID: 0.113 G_Rec: 0.457 D_GP: 0.035 D_real: 0.852 D_fake: 0.742 (epoch: 424, iters: 7422, time: 0.063) G_GAN: 0.350 G_GAN_Feat: 0.750 G_ID: 0.090 G_Rec: 0.313 D_GP: 0.035 D_real: 1.176 D_fake: 0.652 (epoch: 424, iters: 7822, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.935 G_ID: 0.110 G_Rec: 0.419 D_GP: 0.027 D_real: 0.901 D_fake: 0.784 (epoch: 424, iters: 8222, time: 0.063) G_GAN: -0.044 G_GAN_Feat: 0.764 G_ID: 0.100 G_Rec: 0.322 D_GP: 0.034 D_real: 0.742 D_fake: 1.045 (epoch: 424, iters: 8622, time: 0.063) G_GAN: 0.254 G_GAN_Feat: 1.003 G_ID: 0.111 G_Rec: 0.425 D_GP: 0.147 D_real: 0.652 D_fake: 0.747 (epoch: 425, iters: 414, time: 0.063) G_GAN: 0.214 G_GAN_Feat: 0.683 G_ID: 0.123 G_Rec: 0.278 D_GP: 0.031 D_real: 1.165 D_fake: 0.786 (epoch: 425, iters: 814, time: 0.064) G_GAN: 0.849 G_GAN_Feat: 1.068 G_ID: 0.107 G_Rec: 0.485 D_GP: 0.111 D_real: 1.138 D_fake: 0.230 (epoch: 425, iters: 1214, time: 0.063) G_GAN: 0.504 G_GAN_Feat: 0.728 G_ID: 0.096 G_Rec: 0.310 D_GP: 0.031 D_real: 1.430 D_fake: 0.504 (epoch: 425, iters: 1614, time: 0.063) G_GAN: 0.214 G_GAN_Feat: 0.852 G_ID: 0.134 G_Rec: 0.354 D_GP: 0.038 D_real: 0.920 D_fake: 0.786 (epoch: 425, iters: 2014, time: 0.063) G_GAN: 0.030 G_GAN_Feat: 0.739 G_ID: 0.128 G_Rec: 0.299 D_GP: 0.043 D_real: 0.943 D_fake: 0.970 (epoch: 425, iters: 2414, time: 0.064) G_GAN: 0.696 G_GAN_Feat: 0.861 G_ID: 0.132 G_Rec: 0.419 D_GP: 0.034 D_real: 1.407 D_fake: 0.330 (epoch: 425, iters: 2814, time: 0.063) G_GAN: 0.143 G_GAN_Feat: 0.644 G_ID: 0.105 G_Rec: 0.287 D_GP: 0.030 D_real: 1.033 D_fake: 0.857 (epoch: 425, iters: 3214, time: 0.063) G_GAN: 0.397 G_GAN_Feat: 0.875 G_ID: 0.120 G_Rec: 0.434 D_GP: 0.037 D_real: 1.033 D_fake: 0.615 (epoch: 425, iters: 3614, time: 0.063) G_GAN: 0.035 G_GAN_Feat: 0.696 G_ID: 0.107 G_Rec: 0.318 D_GP: 0.044 D_real: 0.885 D_fake: 0.965 (epoch: 425, iters: 4014, time: 0.063) G_GAN: 0.194 G_GAN_Feat: 0.910 G_ID: 0.111 G_Rec: 0.406 D_GP: 0.057 D_real: 0.761 D_fake: 0.807 (epoch: 425, iters: 4414, time: 0.063) G_GAN: 0.018 G_GAN_Feat: 0.732 G_ID: 0.093 G_Rec: 0.321 D_GP: 0.056 D_real: 0.805 D_fake: 0.982 (epoch: 425, iters: 4814, time: 0.063) G_GAN: 0.223 G_GAN_Feat: 0.843 G_ID: 0.129 G_Rec: 0.387 D_GP: 0.032 D_real: 0.990 D_fake: 0.777 (epoch: 425, iters: 5214, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.819 G_ID: 0.092 G_Rec: 0.360 D_GP: 0.084 D_real: 0.753 D_fake: 0.834 (epoch: 425, iters: 5614, time: 0.063) G_GAN: 0.247 G_GAN_Feat: 0.939 G_ID: 0.113 G_Rec: 0.449 D_GP: 0.038 D_real: 0.906 D_fake: 0.754 (epoch: 425, iters: 6014, time: 0.063) G_GAN: 0.247 G_GAN_Feat: 0.686 G_ID: 0.099 G_Rec: 0.283 D_GP: 0.052 D_real: 1.038 D_fake: 0.753 (epoch: 425, iters: 6414, time: 0.063) G_GAN: 0.917 G_GAN_Feat: 0.970 G_ID: 0.102 G_Rec: 0.435 D_GP: 0.038 D_real: 1.505 D_fake: 0.173 (epoch: 425, iters: 6814, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.766 G_ID: 0.110 G_Rec: 0.304 D_GP: 0.033 D_real: 0.848 D_fake: 0.865 (epoch: 425, iters: 7214, time: 0.063) G_GAN: 0.529 G_GAN_Feat: 0.988 G_ID: 0.115 G_Rec: 0.441 D_GP: 0.033 D_real: 1.092 D_fake: 0.474 (epoch: 425, iters: 7614, time: 0.063) G_GAN: 0.290 G_GAN_Feat: 0.806 G_ID: 0.112 G_Rec: 0.312 D_GP: 0.046 D_real: 0.861 D_fake: 0.731 (epoch: 425, iters: 8014, time: 0.063) G_GAN: 0.491 G_GAN_Feat: 0.907 G_ID: 0.145 G_Rec: 0.474 D_GP: 0.034 D_real: 1.101 D_fake: 0.515 (epoch: 425, iters: 8414, time: 0.064) G_GAN: 0.271 G_GAN_Feat: 0.690 G_ID: 0.113 G_Rec: 0.333 D_GP: 0.031 D_real: 1.146 D_fake: 0.731 (epoch: 426, iters: 206, time: 0.063) G_GAN: 0.746 G_GAN_Feat: 0.903 G_ID: 0.114 G_Rec: 0.446 D_GP: 0.035 D_real: 1.331 D_fake: 0.345 (epoch: 426, iters: 606, time: 0.063) G_GAN: 0.028 G_GAN_Feat: 0.817 G_ID: 0.095 G_Rec: 0.351 D_GP: 0.061 D_real: 0.648 D_fake: 0.972 (epoch: 426, iters: 1006, time: 0.063) G_GAN: 0.474 G_GAN_Feat: 0.867 G_ID: 0.122 G_Rec: 0.392 D_GP: 0.036 D_real: 1.146 D_fake: 0.545 (epoch: 426, iters: 1406, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.803 G_ID: 0.104 G_Rec: 0.373 D_GP: 0.042 D_real: 0.956 D_fake: 0.818 (epoch: 426, iters: 1806, time: 0.063) G_GAN: 0.716 G_GAN_Feat: 1.045 G_ID: 0.106 G_Rec: 0.486 D_GP: 0.033 D_real: 1.416 D_fake: 0.305 (epoch: 426, iters: 2206, time: 0.063) G_GAN: 0.216 G_GAN_Feat: 0.706 G_ID: 0.088 G_Rec: 0.267 D_GP: 0.039 D_real: 1.048 D_fake: 0.784 (epoch: 426, iters: 2606, time: 0.063) G_GAN: 0.434 G_GAN_Feat: 0.916 G_ID: 0.100 G_Rec: 0.440 D_GP: 0.027 D_real: 1.137 D_fake: 0.572 (epoch: 426, iters: 3006, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.774 G_ID: 0.090 G_Rec: 0.298 D_GP: 0.032 D_real: 1.020 D_fake: 0.752 (epoch: 426, iters: 3406, time: 0.063) G_GAN: 0.445 G_GAN_Feat: 0.951 G_ID: 0.137 G_Rec: 0.397 D_GP: 0.039 D_real: 1.055 D_fake: 0.574 (epoch: 426, iters: 3806, time: 0.063) G_GAN: -0.328 G_GAN_Feat: 1.137 G_ID: 0.119 G_Rec: 0.375 D_GP: 0.220 D_real: 0.927 D_fake: 1.328 (epoch: 426, iters: 4206, time: 0.063) G_GAN: 0.348 G_GAN_Feat: 0.880 G_ID: 0.126 G_Rec: 0.462 D_GP: 0.024 D_real: 1.076 D_fake: 0.658 (epoch: 426, iters: 4606, time: 0.064) G_GAN: -0.098 G_GAN_Feat: 0.696 G_ID: 0.092 G_Rec: 0.311 D_GP: 0.037 D_real: 0.810 D_fake: 1.098 (epoch: 426, iters: 5006, time: 0.063) G_GAN: 0.276 G_GAN_Feat: 0.955 G_ID: 0.129 G_Rec: 0.436 D_GP: 0.063 D_real: 0.751 D_fake: 0.726 (epoch: 426, iters: 5406, time: 0.063) G_GAN: 0.359 G_GAN_Feat: 0.823 G_ID: 0.103 G_Rec: 0.343 D_GP: 0.044 D_real: 0.845 D_fake: 0.645 (epoch: 426, iters: 5806, time: 0.063) G_GAN: 0.337 G_GAN_Feat: 0.897 G_ID: 0.114 G_Rec: 0.414 D_GP: 0.035 D_real: 0.999 D_fake: 0.668 (epoch: 426, iters: 6206, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.717 G_ID: 0.092 G_Rec: 0.314 D_GP: 0.033 D_real: 0.986 D_fake: 0.874 (epoch: 426, iters: 6606, time: 0.063) G_GAN: 0.324 G_GAN_Feat: 1.064 G_ID: 0.125 G_Rec: 0.438 D_GP: 0.063 D_real: 0.718 D_fake: 0.677 (epoch: 426, iters: 7006, time: 0.063) G_GAN: 0.179 G_GAN_Feat: 0.767 G_ID: 0.090 G_Rec: 0.319 D_GP: 0.060 D_real: 0.827 D_fake: 0.821 (epoch: 426, iters: 7406, time: 0.063) G_GAN: 0.669 G_GAN_Feat: 1.028 G_ID: 0.111 G_Rec: 0.441 D_GP: 0.049 D_real: 0.932 D_fake: 0.347 (epoch: 426, iters: 7806, time: 0.064) G_GAN: -0.125 G_GAN_Feat: 0.771 G_ID: 0.090 G_Rec: 0.330 D_GP: 0.068 D_real: 0.626 D_fake: 1.125 (epoch: 426, iters: 8206, time: 0.063) G_GAN: 0.573 G_GAN_Feat: 1.013 G_ID: 0.106 G_Rec: 0.491 D_GP: 0.030 D_real: 0.967 D_fake: 0.461 (epoch: 426, iters: 8606, time: 0.063) G_GAN: 0.355 G_GAN_Feat: 0.839 G_ID: 0.108 G_Rec: 0.310 D_GP: 0.067 D_real: 0.961 D_fake: 0.647 (epoch: 427, iters: 398, time: 0.063) G_GAN: 0.832 G_GAN_Feat: 1.136 G_ID: 0.117 G_Rec: 0.452 D_GP: 0.113 D_real: 0.678 D_fake: 0.328 (epoch: 427, iters: 798, time: 0.064) G_GAN: -0.039 G_GAN_Feat: 0.724 G_ID: 0.119 G_Rec: 0.315 D_GP: 0.034 D_real: 0.835 D_fake: 1.040 (epoch: 427, iters: 1198, time: 0.064) G_GAN: 0.630 G_GAN_Feat: 0.965 G_ID: 0.117 G_Rec: 0.454 D_GP: 0.036 D_real: 1.197 D_fake: 0.387 (epoch: 427, iters: 1598, time: 0.063) G_GAN: -0.024 G_GAN_Feat: 0.826 G_ID: 0.089 G_Rec: 0.344 D_GP: 0.076 D_real: 0.561 D_fake: 1.025 (epoch: 427, iters: 1998, time: 0.063) G_GAN: 1.528 G_GAN_Feat: 1.058 G_ID: 0.116 G_Rec: 0.505 D_GP: 0.165 D_real: 1.850 D_fake: 0.025 (epoch: 427, iters: 2398, time: 0.064) G_GAN: 0.119 G_GAN_Feat: 0.718 G_ID: 0.099 G_Rec: 0.309 D_GP: 0.040 D_real: 0.904 D_fake: 0.881 (epoch: 427, iters: 2798, time: 0.063) G_GAN: 0.768 G_GAN_Feat: 0.973 G_ID: 0.124 G_Rec: 0.433 D_GP: 0.134 D_real: 1.051 D_fake: 0.351 (epoch: 427, iters: 3198, time: 0.063) G_GAN: 0.173 G_GAN_Feat: 0.837 G_ID: 0.100 G_Rec: 0.338 D_GP: 0.047 D_real: 0.698 D_fake: 0.828 (epoch: 427, iters: 3598, time: 0.063) G_GAN: 0.965 G_GAN_Feat: 1.248 G_ID: 0.135 G_Rec: 0.495 D_GP: 0.084 D_real: 0.494 D_fake: 0.150 (epoch: 427, iters: 3998, time: 0.064) G_GAN: 0.425 G_GAN_Feat: 0.954 G_ID: 0.099 G_Rec: 0.346 D_GP: 0.055 D_real: 0.729 D_fake: 0.605 (epoch: 427, iters: 4398, time: 0.063) G_GAN: 0.846 G_GAN_Feat: 0.996 G_ID: 0.110 G_Rec: 0.381 D_GP: 0.038 D_real: 1.394 D_fake: 0.211 (epoch: 427, iters: 4798, time: 0.063) G_GAN: 0.285 G_GAN_Feat: 0.765 G_ID: 0.116 G_Rec: 0.339 D_GP: 0.033 D_real: 1.064 D_fake: 0.716 (epoch: 427, iters: 5198, time: 0.063) G_GAN: 0.209 G_GAN_Feat: 0.924 G_ID: 0.136 G_Rec: 0.463 D_GP: 0.031 D_real: 0.901 D_fake: 0.791 (epoch: 427, iters: 5598, time: 0.064) G_GAN: 0.103 G_GAN_Feat: 0.859 G_ID: 0.091 G_Rec: 0.344 D_GP: 0.352 D_real: 0.583 D_fake: 0.897 (epoch: 427, iters: 5998, time: 0.063) G_GAN: 0.187 G_GAN_Feat: 0.964 G_ID: 0.124 G_Rec: 0.421 D_GP: 0.038 D_real: 0.852 D_fake: 0.815 (epoch: 427, iters: 6398, time: 0.063) G_GAN: 0.252 G_GAN_Feat: 0.693 G_ID: 0.116 G_Rec: 0.295 D_GP: 0.027 D_real: 1.105 D_fake: 0.748 (epoch: 427, iters: 6798, time: 0.063) G_GAN: 0.672 G_GAN_Feat: 0.931 G_ID: 0.119 G_Rec: 0.434 D_GP: 0.032 D_real: 1.382 D_fake: 0.343 (epoch: 427, iters: 7198, time: 0.064) G_GAN: 0.078 G_GAN_Feat: 0.805 G_ID: 0.114 G_Rec: 0.356 D_GP: 0.107 D_real: 0.756 D_fake: 0.924 (epoch: 427, iters: 7598, time: 0.063) G_GAN: 0.397 G_GAN_Feat: 1.204 G_ID: 0.115 G_Rec: 0.467 D_GP: 0.090 D_real: 0.229 D_fake: 0.606 (epoch: 427, iters: 7998, time: 0.063) G_GAN: 0.124 G_GAN_Feat: 0.740 G_ID: 0.091 G_Rec: 0.306 D_GP: 0.029 D_real: 1.053 D_fake: 0.877 (epoch: 427, iters: 8398, time: 0.063) G_GAN: 0.544 G_GAN_Feat: 0.955 G_ID: 0.122 G_Rec: 0.417 D_GP: 0.042 D_real: 1.097 D_fake: 0.490 (epoch: 428, iters: 190, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.761 G_ID: 0.097 G_Rec: 0.299 D_GP: 0.052 D_real: 1.226 D_fake: 0.656 (epoch: 428, iters: 590, time: 0.063) G_GAN: 0.763 G_GAN_Feat: 1.187 G_ID: 0.134 G_Rec: 0.524 D_GP: 0.151 D_real: 0.419 D_fake: 0.306 (epoch: 428, iters: 990, time: 0.063) G_GAN: 0.535 G_GAN_Feat: 0.816 G_ID: 0.109 G_Rec: 0.315 D_GP: 0.060 D_real: 1.268 D_fake: 0.509 (epoch: 428, iters: 1390, time: 0.063) G_GAN: 0.498 G_GAN_Feat: 1.129 G_ID: 0.146 G_Rec: 0.450 D_GP: 0.091 D_real: 0.368 D_fake: 0.504 (epoch: 428, iters: 1790, time: 0.064) G_GAN: 0.865 G_GAN_Feat: 0.956 G_ID: 0.109 G_Rec: 0.338 D_GP: 0.050 D_real: 0.883 D_fake: 0.204 (epoch: 428, iters: 2190, time: 0.063) G_GAN: 0.955 G_GAN_Feat: 1.040 G_ID: 0.103 G_Rec: 0.433 D_GP: 0.078 D_real: 1.454 D_fake: 0.224 (epoch: 428, iters: 2590, time: 0.063) G_GAN: 0.107 G_GAN_Feat: 0.649 G_ID: 0.094 G_Rec: 0.263 D_GP: 0.026 D_real: 1.068 D_fake: 0.893 (epoch: 428, iters: 2990, time: 0.063) G_GAN: 0.514 G_GAN_Feat: 1.101 G_ID: 0.125 G_Rec: 0.488 D_GP: 0.090 D_real: 0.563 D_fake: 0.500 (epoch: 428, iters: 3390, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 0.897 G_ID: 0.093 G_Rec: 0.300 D_GP: 0.143 D_real: 0.531 D_fake: 0.561 (epoch: 428, iters: 3790, time: 0.064) G_GAN: 0.662 G_GAN_Feat: 1.053 G_ID: 0.118 G_Rec: 0.433 D_GP: 0.052 D_real: 0.966 D_fake: 0.374 (epoch: 428, iters: 4190, time: 0.064) G_GAN: 0.328 G_GAN_Feat: 0.817 G_ID: 0.090 G_Rec: 0.318 D_GP: 0.049 D_real: 0.826 D_fake: 0.674 (epoch: 428, iters: 4590, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 1.190 G_ID: 0.144 G_Rec: 0.439 D_GP: 0.044 D_real: 1.077 D_fake: 0.837 (epoch: 428, iters: 4990, time: 0.064) G_GAN: 0.240 G_GAN_Feat: 0.610 G_ID: 0.097 G_Rec: 0.297 D_GP: 0.022 D_real: 1.201 D_fake: 0.760 (epoch: 428, iters: 5390, time: 0.063) G_GAN: 0.533 G_GAN_Feat: 0.913 G_ID: 0.105 G_Rec: 0.429 D_GP: 0.031 D_real: 1.190 D_fake: 0.491 (epoch: 428, iters: 5790, time: 0.063) G_GAN: 0.191 G_GAN_Feat: 0.693 G_ID: 0.092 G_Rec: 0.304 D_GP: 0.037 D_real: 1.011 D_fake: 0.809 (epoch: 428, iters: 6190, time: 0.063) G_GAN: 0.236 G_GAN_Feat: 0.887 G_ID: 0.123 G_Rec: 0.450 D_GP: 0.039 D_real: 0.760 D_fake: 0.765 (epoch: 428, iters: 6590, time: 0.064) G_GAN: 0.035 G_GAN_Feat: 0.763 G_ID: 0.106 G_Rec: 0.327 D_GP: 0.061 D_real: 0.926 D_fake: 0.966 (epoch: 428, iters: 6990, time: 0.063) G_GAN: 0.642 G_GAN_Feat: 0.908 G_ID: 0.112 G_Rec: 0.438 D_GP: 0.040 D_real: 1.195 D_fake: 0.402 (epoch: 428, iters: 7390, time: 0.063) G_GAN: 0.058 G_GAN_Feat: 0.812 G_ID: 0.086 G_Rec: 0.346 D_GP: 0.146 D_real: 0.801 D_fake: 0.942 (epoch: 428, iters: 7790, time: 0.063) G_GAN: 0.409 G_GAN_Feat: 0.963 G_ID: 0.114 G_Rec: 0.406 D_GP: 0.044 D_real: 0.891 D_fake: 0.595 (epoch: 428, iters: 8190, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.786 G_ID: 0.094 G_Rec: 0.320 D_GP: 0.068 D_real: 0.978 D_fake: 0.666 (epoch: 428, iters: 8590, time: 0.063) G_GAN: 0.313 G_GAN_Feat: 1.035 G_ID: 0.144 G_Rec: 0.417 D_GP: 0.060 D_real: 0.576 D_fake: 0.688 (epoch: 429, iters: 382, time: 0.063) G_GAN: 0.439 G_GAN_Feat: 0.815 G_ID: 0.099 G_Rec: 0.334 D_GP: 0.061 D_real: 0.999 D_fake: 0.563 (epoch: 429, iters: 782, time: 0.063) G_GAN: 0.384 G_GAN_Feat: 0.975 G_ID: 0.124 G_Rec: 0.411 D_GP: 0.043 D_real: 0.904 D_fake: 0.618 (epoch: 429, iters: 1182, time: 0.064) G_GAN: -0.109 G_GAN_Feat: 0.890 G_ID: 0.100 G_Rec: 0.349 D_GP: 0.141 D_real: 0.510 D_fake: 1.109 (epoch: 429, iters: 1582, time: 0.063) G_GAN: 0.679 G_GAN_Feat: 1.033 G_ID: 0.098 G_Rec: 0.417 D_GP: 0.050 D_real: 1.031 D_fake: 0.338 (epoch: 429, iters: 1982, time: 0.063) G_GAN: 0.089 G_GAN_Feat: 0.731 G_ID: 0.096 G_Rec: 0.300 D_GP: 0.041 D_real: 0.952 D_fake: 0.911 (epoch: 429, iters: 2382, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 1.041 G_ID: 0.116 G_Rec: 0.454 D_GP: 0.092 D_real: 0.644 D_fake: 0.640 (epoch: 429, iters: 2782, time: 0.064) G_GAN: 0.401 G_GAN_Feat: 0.755 G_ID: 0.093 G_Rec: 0.297 D_GP: 0.046 D_real: 1.242 D_fake: 0.691 (epoch: 429, iters: 3182, time: 0.064) G_GAN: 1.030 G_GAN_Feat: 1.183 G_ID: 0.110 G_Rec: 0.479 D_GP: 0.110 D_real: 0.924 D_fake: 0.184 (epoch: 429, iters: 3582, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.811 G_ID: 0.100 G_Rec: 0.332 D_GP: 0.032 D_real: 1.019 D_fake: 0.834 (epoch: 429, iters: 3982, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 1.111 G_ID: 0.125 G_Rec: 0.464 D_GP: 0.074 D_real: 0.684 D_fake: 0.644 (epoch: 429, iters: 4382, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.730 G_ID: 0.092 G_Rec: 0.302 D_GP: 0.032 D_real: 1.438 D_fake: 0.520 (epoch: 429, iters: 4782, time: 0.064) G_GAN: 0.617 G_GAN_Feat: 1.035 G_ID: 0.108 G_Rec: 0.475 D_GP: 0.057 D_real: 1.071 D_fake: 0.395 (epoch: 429, iters: 5182, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.754 G_ID: 0.091 G_Rec: 0.310 D_GP: 0.051 D_real: 0.995 D_fake: 0.629 (epoch: 429, iters: 5582, time: 0.064) G_GAN: 0.701 G_GAN_Feat: 1.055 G_ID: 0.111 G_Rec: 0.410 D_GP: 0.108 D_real: 0.908 D_fake: 0.418 (epoch: 429, iters: 5982, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.887 G_ID: 0.111 G_Rec: 0.314 D_GP: 0.039 D_real: 0.859 D_fake: 0.836 (epoch: 429, iters: 6382, time: 0.064) G_GAN: 0.688 G_GAN_Feat: 1.203 G_ID: 0.116 G_Rec: 0.487 D_GP: 0.063 D_real: 0.342 D_fake: 0.336 (epoch: 429, iters: 6782, time: 0.064) G_GAN: 0.097 G_GAN_Feat: 0.901 G_ID: 0.108 G_Rec: 0.309 D_GP: 0.037 D_real: 0.597 D_fake: 0.904 (epoch: 429, iters: 7182, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.797 G_ID: 0.112 G_Rec: 0.398 D_GP: 0.027 D_real: 1.157 D_fake: 0.611 (epoch: 429, iters: 7582, time: 0.064) G_GAN: 0.207 G_GAN_Feat: 0.664 G_ID: 0.115 G_Rec: 0.347 D_GP: 0.026 D_real: 1.120 D_fake: 0.796 (epoch: 429, iters: 7982, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.899 G_ID: 0.121 G_Rec: 0.429 D_GP: 0.030 D_real: 1.035 D_fake: 0.663 (epoch: 429, iters: 8382, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.641 G_ID: 0.094 G_Rec: 0.296 D_GP: 0.028 D_real: 1.071 D_fake: 0.863 (epoch: 430, iters: 174, time: 0.064) G_GAN: 0.308 G_GAN_Feat: 0.855 G_ID: 0.128 G_Rec: 0.408 D_GP: 0.032 D_real: 0.930 D_fake: 0.692 (epoch: 430, iters: 574, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.709 G_ID: 0.120 G_Rec: 0.343 D_GP: 0.035 D_real: 0.857 D_fake: 0.897 (epoch: 430, iters: 974, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.863 G_ID: 0.124 G_Rec: 0.426 D_GP: 0.038 D_real: 0.944 D_fake: 0.673 (epoch: 430, iters: 1374, time: 0.064) G_GAN: -0.065 G_GAN_Feat: 0.762 G_ID: 0.116 G_Rec: 0.357 D_GP: 0.072 D_real: 0.683 D_fake: 1.065 (epoch: 430, iters: 1774, time: 0.064) G_GAN: 0.233 G_GAN_Feat: 0.918 G_ID: 0.110 G_Rec: 0.416 D_GP: 0.054 D_real: 0.786 D_fake: 0.769 (epoch: 430, iters: 2174, time: 0.063) G_GAN: 0.160 G_GAN_Feat: 0.729 G_ID: 0.095 G_Rec: 0.314 D_GP: 0.042 D_real: 0.932 D_fake: 0.841 (epoch: 430, iters: 2574, time: 0.063) G_GAN: 0.215 G_GAN_Feat: 0.874 G_ID: 0.124 G_Rec: 0.403 D_GP: 0.040 D_real: 0.808 D_fake: 0.785 (epoch: 430, iters: 2974, time: 0.063) G_GAN: 0.228 G_GAN_Feat: 0.825 G_ID: 0.123 G_Rec: 0.374 D_GP: 0.064 D_real: 0.933 D_fake: 0.780 (epoch: 430, iters: 3374, time: 0.064) G_GAN: 0.582 G_GAN_Feat: 0.940 G_ID: 0.125 G_Rec: 0.442 D_GP: 0.033 D_real: 1.160 D_fake: 0.425 (epoch: 430, iters: 3774, time: 0.064) G_GAN: 0.300 G_GAN_Feat: 0.734 G_ID: 0.094 G_Rec: 0.300 D_GP: 0.048 D_real: 1.053 D_fake: 0.701 (epoch: 430, iters: 4174, time: 0.064) G_GAN: 0.701 G_GAN_Feat: 1.006 G_ID: 0.116 G_Rec: 0.446 D_GP: 0.049 D_real: 1.091 D_fake: 0.328 (epoch: 430, iters: 4574, time: 0.064) G_GAN: 0.103 G_GAN_Feat: 0.745 G_ID: 0.092 G_Rec: 0.304 D_GP: 0.046 D_real: 0.928 D_fake: 0.897 (epoch: 430, iters: 4974, time: 0.064) G_GAN: 0.591 G_GAN_Feat: 0.989 G_ID: 0.104 G_Rec: 0.468 D_GP: 0.032 D_real: 1.195 D_fake: 0.427 (epoch: 430, iters: 5374, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 0.769 G_ID: 0.106 G_Rec: 0.311 D_GP: 0.035 D_real: 1.108 D_fake: 0.683 (epoch: 430, iters: 5774, time: 0.064) G_GAN: 0.663 G_GAN_Feat: 1.013 G_ID: 0.118 G_Rec: 0.450 D_GP: 0.039 D_real: 1.114 D_fake: 0.349 (epoch: 430, iters: 6174, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.654 G_ID: 0.102 G_Rec: 0.302 D_GP: 0.033 D_real: 1.209 D_fake: 0.718 (epoch: 430, iters: 6574, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.906 G_ID: 0.129 G_Rec: 0.443 D_GP: 0.048 D_real: 0.925 D_fake: 0.676 (epoch: 430, iters: 6974, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.715 G_ID: 0.088 G_Rec: 0.301 D_GP: 0.037 D_real: 1.183 D_fake: 0.669 (epoch: 430, iters: 7374, time: 0.064) G_GAN: 0.487 G_GAN_Feat: 0.978 G_ID: 0.149 G_Rec: 0.449 D_GP: 0.063 D_real: 0.984 D_fake: 0.525 (epoch: 430, iters: 7774, time: 0.064) G_GAN: -0.058 G_GAN_Feat: 0.732 G_ID: 0.119 G_Rec: 0.291 D_GP: 0.046 D_real: 0.743 D_fake: 1.058 (epoch: 430, iters: 8174, time: 0.064) G_GAN: 0.579 G_GAN_Feat: 0.944 G_ID: 0.110 G_Rec: 0.432 D_GP: 0.029 D_real: 1.274 D_fake: 0.427 (epoch: 430, iters: 8574, time: 0.064) G_GAN: 0.269 G_GAN_Feat: 0.729 G_ID: 0.106 G_Rec: 0.319 D_GP: 0.034 D_real: 1.220 D_fake: 0.737 (epoch: 431, iters: 366, time: 0.064) G_GAN: 0.463 G_GAN_Feat: 0.983 G_ID: 0.112 G_Rec: 0.459 D_GP: 0.043 D_real: 0.979 D_fake: 0.542 (epoch: 431, iters: 766, time: 0.064) G_GAN: 0.118 G_GAN_Feat: 0.723 G_ID: 0.106 G_Rec: 0.299 D_GP: 0.044 D_real: 0.905 D_fake: 0.886 (epoch: 431, iters: 1166, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 0.938 G_ID: 0.115 G_Rec: 0.427 D_GP: 0.042 D_real: 0.951 D_fake: 0.577 (epoch: 431, iters: 1566, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.709 G_ID: 0.093 G_Rec: 0.282 D_GP: 0.035 D_real: 1.155 D_fake: 0.756 (epoch: 431, iters: 1966, time: 0.063) G_GAN: 0.336 G_GAN_Feat: 1.187 G_ID: 0.115 G_Rec: 0.508 D_GP: 0.118 D_real: 0.372 D_fake: 0.678 (epoch: 431, iters: 2366, time: 0.063) G_GAN: 0.290 G_GAN_Feat: 0.789 G_ID: 0.094 G_Rec: 0.301 D_GP: 0.040 D_real: 0.850 D_fake: 0.711 (epoch: 431, iters: 2766, time: 0.064) G_GAN: 0.704 G_GAN_Feat: 1.024 G_ID: 0.122 G_Rec: 0.447 D_GP: 0.035 D_real: 1.315 D_fake: 0.312 (epoch: 431, iters: 3166, time: 0.063) G_GAN: 0.444 G_GAN_Feat: 1.087 G_ID: 0.112 G_Rec: 0.364 D_GP: 0.141 D_real: 0.416 D_fake: 0.563 (epoch: 431, iters: 3566, time: 0.063) G_GAN: 0.630 G_GAN_Feat: 0.856 G_ID: 0.113 G_Rec: 0.399 D_GP: 0.037 D_real: 1.315 D_fake: 0.427 (epoch: 431, iters: 3966, time: 0.063) G_GAN: 0.029 G_GAN_Feat: 0.631 G_ID: 0.100 G_Rec: 0.301 D_GP: 0.026 D_real: 0.988 D_fake: 0.971 (epoch: 431, iters: 4366, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.886 G_ID: 0.120 G_Rec: 0.426 D_GP: 0.030 D_real: 0.829 D_fake: 0.782 (epoch: 431, iters: 4766, time: 0.063) G_GAN: 0.024 G_GAN_Feat: 0.708 G_ID: 0.079 G_Rec: 0.326 D_GP: 0.031 D_real: 0.934 D_fake: 0.976 (epoch: 431, iters: 5166, time: 0.063) G_GAN: 0.489 G_GAN_Feat: 1.008 G_ID: 0.112 G_Rec: 0.487 D_GP: 0.056 D_real: 1.053 D_fake: 0.559 (epoch: 431, iters: 5566, time: 0.063) G_GAN: -0.026 G_GAN_Feat: 0.664 G_ID: 0.104 G_Rec: 0.310 D_GP: 0.029 D_real: 0.949 D_fake: 1.027 (epoch: 431, iters: 5966, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 1.018 G_ID: 0.118 G_Rec: 0.466 D_GP: 0.049 D_real: 0.548 D_fake: 0.880 (epoch: 431, iters: 6366, time: 0.063) G_GAN: -0.160 G_GAN_Feat: 0.732 G_ID: 0.109 G_Rec: 0.323 D_GP: 0.065 D_real: 0.672 D_fake: 1.161 (epoch: 431, iters: 6766, time: 0.063) G_GAN: 0.249 G_GAN_Feat: 1.001 G_ID: 0.110 G_Rec: 0.463 D_GP: 0.043 D_real: 0.666 D_fake: 0.754 (epoch: 431, iters: 7166, time: 0.063) G_GAN: 0.063 G_GAN_Feat: 0.794 G_ID: 0.115 G_Rec: 0.321 D_GP: 0.039 D_real: 1.049 D_fake: 0.937 (epoch: 431, iters: 7566, time: 0.064) G_GAN: 0.637 G_GAN_Feat: 0.936 G_ID: 0.123 G_Rec: 0.442 D_GP: 0.045 D_real: 1.095 D_fake: 0.407 (epoch: 431, iters: 7966, time: 0.063) G_GAN: 0.097 G_GAN_Feat: 0.675 G_ID: 0.098 G_Rec: 0.311 D_GP: 0.044 D_real: 0.978 D_fake: 0.904 (epoch: 431, iters: 8366, time: 0.063) G_GAN: 0.365 G_GAN_Feat: 0.995 G_ID: 0.111 G_Rec: 0.459 D_GP: 0.049 D_real: 0.908 D_fake: 0.639 (epoch: 432, iters: 158, time: 0.063) G_GAN: 0.126 G_GAN_Feat: 0.829 G_ID: 0.106 G_Rec: 0.332 D_GP: 0.044 D_real: 1.008 D_fake: 0.877 (epoch: 432, iters: 558, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.953 G_ID: 0.117 G_Rec: 0.435 D_GP: 0.038 D_real: 0.876 D_fake: 0.644 (epoch: 432, iters: 958, time: 0.063) G_GAN: -0.059 G_GAN_Feat: 0.771 G_ID: 0.095 G_Rec: 0.322 D_GP: 0.048 D_real: 0.695 D_fake: 1.059 (epoch: 432, iters: 1358, time: 0.063) G_GAN: 0.301 G_GAN_Feat: 0.988 G_ID: 0.153 G_Rec: 0.458 D_GP: 0.036 D_real: 0.833 D_fake: 0.700 (epoch: 432, iters: 1758, time: 0.063) G_GAN: 0.457 G_GAN_Feat: 0.892 G_ID: 0.093 G_Rec: 0.330 D_GP: 0.086 D_real: 1.296 D_fake: 0.554 (epoch: 432, iters: 2158, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 1.000 G_ID: 0.124 G_Rec: 0.438 D_GP: 0.049 D_real: 0.816 D_fake: 0.654 (epoch: 432, iters: 2558, time: 0.063) G_GAN: 0.175 G_GAN_Feat: 0.983 G_ID: 0.107 G_Rec: 0.344 D_GP: 0.423 D_real: 0.265 D_fake: 0.835 (epoch: 432, iters: 2958, time: 0.063) G_GAN: 0.573 G_GAN_Feat: 1.078 G_ID: 0.125 G_Rec: 0.458 D_GP: 0.052 D_real: 0.807 D_fake: 0.438 (epoch: 432, iters: 3358, time: 0.063) G_GAN: 0.141 G_GAN_Feat: 0.870 G_ID: 0.094 G_Rec: 0.327 D_GP: 0.166 D_real: 0.335 D_fake: 0.860 (epoch: 432, iters: 3758, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.974 G_ID: 0.104 G_Rec: 0.439 D_GP: 0.037 D_real: 1.158 D_fake: 0.554 (epoch: 432, iters: 4158, time: 0.063) G_GAN: -0.037 G_GAN_Feat: 0.736 G_ID: 0.095 G_Rec: 0.333 D_GP: 0.064 D_real: 0.693 D_fake: 1.038 (epoch: 432, iters: 4558, time: 0.063) G_GAN: 0.379 G_GAN_Feat: 1.041 G_ID: 0.116 G_Rec: 0.478 D_GP: 0.043 D_real: 1.084 D_fake: 0.627 (epoch: 432, iters: 4958, time: 0.063) G_GAN: 0.154 G_GAN_Feat: 0.792 G_ID: 0.107 G_Rec: 0.325 D_GP: 0.034 D_real: 0.869 D_fake: 0.846 (epoch: 432, iters: 5358, time: 0.064) G_GAN: 0.700 G_GAN_Feat: 1.027 G_ID: 0.132 G_Rec: 0.445 D_GP: 0.059 D_real: 1.139 D_fake: 0.439 (epoch: 432, iters: 5758, time: 0.063) G_GAN: 0.214 G_GAN_Feat: 0.873 G_ID: 0.122 G_Rec: 0.347 D_GP: 0.045 D_real: 0.901 D_fake: 0.787 (epoch: 432, iters: 6158, time: 0.063) G_GAN: 0.515 G_GAN_Feat: 1.031 G_ID: 0.115 G_Rec: 0.437 D_GP: 0.055 D_real: 0.803 D_fake: 0.496 (epoch: 432, iters: 6558, time: 0.063) G_GAN: 0.425 G_GAN_Feat: 0.889 G_ID: 0.116 G_Rec: 0.300 D_GP: 0.048 D_real: 0.663 D_fake: 0.584 (epoch: 432, iters: 6958, time: 0.064) G_GAN: 0.558 G_GAN_Feat: 1.172 G_ID: 0.117 G_Rec: 0.455 D_GP: 0.051 D_real: 0.372 D_fake: 0.449 (epoch: 432, iters: 7358, time: 0.063) G_GAN: 0.149 G_GAN_Feat: 0.861 G_ID: 0.125 G_Rec: 0.335 D_GP: 0.043 D_real: 0.925 D_fake: 0.851 (epoch: 432, iters: 7758, time: 0.063) G_GAN: 0.714 G_GAN_Feat: 1.009 G_ID: 0.105 G_Rec: 0.433 D_GP: 0.038 D_real: 1.143 D_fake: 0.343 (epoch: 432, iters: 8158, time: 0.063) G_GAN: -0.154 G_GAN_Feat: 0.777 G_ID: 0.099 G_Rec: 0.282 D_GP: 0.030 D_real: 0.689 D_fake: 1.154 (epoch: 432, iters: 8558, time: 0.064) G_GAN: 0.532 G_GAN_Feat: 1.028 G_ID: 0.119 G_Rec: 0.398 D_GP: 0.038 D_real: 0.971 D_fake: 0.470 (epoch: 433, iters: 350, time: 0.063) G_GAN: 0.295 G_GAN_Feat: 0.753 G_ID: 0.123 G_Rec: 0.320 D_GP: 0.031 D_real: 1.233 D_fake: 0.706 (epoch: 433, iters: 750, time: 0.063) G_GAN: 0.369 G_GAN_Feat: 0.935 G_ID: 0.118 G_Rec: 0.399 D_GP: 0.028 D_real: 1.035 D_fake: 0.636 (epoch: 433, iters: 1150, time: 0.063) G_GAN: 0.124 G_GAN_Feat: 0.759 G_ID: 0.094 G_Rec: 0.314 D_GP: 0.029 D_real: 1.058 D_fake: 0.876 (epoch: 433, iters: 1550, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.930 G_ID: 0.107 G_Rec: 0.413 D_GP: 0.037 D_real: 0.951 D_fake: 0.724 (epoch: 433, iters: 1950, time: 0.063) G_GAN: 0.062 G_GAN_Feat: 0.788 G_ID: 0.090 G_Rec: 0.295 D_GP: 0.031 D_real: 0.918 D_fake: 0.938 (epoch: 433, iters: 2350, time: 0.063) G_GAN: 0.850 G_GAN_Feat: 1.063 G_ID: 0.124 G_Rec: 0.412 D_GP: 0.072 D_real: 0.975 D_fake: 0.243 (epoch: 433, iters: 2750, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.904 G_ID: 0.105 G_Rec: 0.324 D_GP: 0.046 D_real: 0.540 D_fake: 0.869 (epoch: 433, iters: 3150, time: 0.064) G_GAN: 0.814 G_GAN_Feat: 1.386 G_ID: 0.128 G_Rec: 0.517 D_GP: 0.047 D_real: 1.185 D_fake: 0.283 (epoch: 433, iters: 3550, time: 0.063) G_GAN: 0.189 G_GAN_Feat: 0.754 G_ID: 0.107 G_Rec: 0.307 D_GP: 0.034 D_real: 1.044 D_fake: 0.813 (epoch: 433, iters: 3950, time: 0.063) G_GAN: 0.921 G_GAN_Feat: 0.891 G_ID: 0.115 G_Rec: 0.446 D_GP: 0.034 D_real: 1.563 D_fake: 0.161 (epoch: 433, iters: 4350, time: 0.064) G_GAN: 0.150 G_GAN_Feat: 0.617 G_ID: 0.101 G_Rec: 0.273 D_GP: 0.027 D_real: 1.115 D_fake: 0.850 (epoch: 433, iters: 4750, time: 0.064) G_GAN: 0.262 G_GAN_Feat: 0.897 G_ID: 0.122 G_Rec: 0.492 D_GP: 0.041 D_real: 0.855 D_fake: 0.739 (epoch: 433, iters: 5150, time: 0.063) G_GAN: 0.089 G_GAN_Feat: 0.628 G_ID: 0.092 G_Rec: 0.296 D_GP: 0.032 D_real: 0.993 D_fake: 0.911 (epoch: 433, iters: 5550, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 0.849 G_ID: 0.111 G_Rec: 0.404 D_GP: 0.038 D_real: 1.104 D_fake: 0.585 (epoch: 433, iters: 5950, time: 0.064) G_GAN: -0.160 G_GAN_Feat: 0.635 G_ID: 0.106 G_Rec: 0.272 D_GP: 0.037 D_real: 0.740 D_fake: 1.160 (epoch: 433, iters: 6350, time: 0.064) G_GAN: 0.479 G_GAN_Feat: 0.934 G_ID: 0.118 G_Rec: 0.450 D_GP: 0.041 D_real: 1.089 D_fake: 0.529 (epoch: 433, iters: 6750, time: 0.063) G_GAN: 0.060 G_GAN_Feat: 0.655 G_ID: 0.101 G_Rec: 0.331 D_GP: 0.034 D_real: 0.924 D_fake: 0.940 (epoch: 433, iters: 7150, time: 0.063) G_GAN: 0.561 G_GAN_Feat: 0.967 G_ID: 0.114 G_Rec: 0.440 D_GP: 0.063 D_real: 0.890 D_fake: 0.459 (epoch: 433, iters: 7550, time: 0.063) G_GAN: 0.252 G_GAN_Feat: 0.770 G_ID: 0.107 G_Rec: 0.313 D_GP: 0.162 D_real: 0.708 D_fake: 0.757 (epoch: 433, iters: 7950, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.975 G_ID: 0.123 G_Rec: 0.416 D_GP: 0.046 D_real: 0.748 D_fake: 0.772 (epoch: 433, iters: 8350, time: 0.063) G_GAN: 0.149 G_GAN_Feat: 0.794 G_ID: 0.102 G_Rec: 0.333 D_GP: 0.044 D_real: 1.012 D_fake: 0.854 (epoch: 434, iters: 142, time: 0.063) G_GAN: 0.396 G_GAN_Feat: 0.971 G_ID: 0.131 G_Rec: 0.436 D_GP: 0.030 D_real: 1.037 D_fake: 0.610 (epoch: 434, iters: 542, time: 0.063) G_GAN: 0.264 G_GAN_Feat: 0.782 G_ID: 0.099 G_Rec: 0.309 D_GP: 0.040 D_real: 1.000 D_fake: 0.737 (epoch: 434, iters: 942, time: 0.064) G_GAN: 0.856 G_GAN_Feat: 0.977 G_ID: 0.106 G_Rec: 0.401 D_GP: 0.050 D_real: 1.326 D_fake: 0.184 (epoch: 434, iters: 1342, time: 0.063) G_GAN: 0.493 G_GAN_Feat: 0.798 G_ID: 0.085 G_Rec: 0.269 D_GP: 0.039 D_real: 0.919 D_fake: 0.513 (epoch: 434, iters: 1742, time: 0.063) G_GAN: 0.482 G_GAN_Feat: 1.127 G_ID: 0.124 G_Rec: 0.443 D_GP: 0.042 D_real: 0.246 D_fake: 0.526 (epoch: 434, iters: 2142, time: 0.063) G_GAN: 0.546 G_GAN_Feat: 0.823 G_ID: 0.110 G_Rec: 0.315 D_GP: 0.043 D_real: 1.387 D_fake: 0.493 (epoch: 434, iters: 2542, time: 0.064) G_GAN: 0.710 G_GAN_Feat: 1.067 G_ID: 0.120 G_Rec: 0.448 D_GP: 0.048 D_real: 1.075 D_fake: 0.317 (epoch: 434, iters: 2942, time: 0.064) G_GAN: 0.373 G_GAN_Feat: 0.797 G_ID: 0.107 G_Rec: 0.316 D_GP: 0.031 D_real: 1.072 D_fake: 0.632 (epoch: 434, iters: 3342, time: 0.063) G_GAN: 0.560 G_GAN_Feat: 0.952 G_ID: 0.125 G_Rec: 0.418 D_GP: 0.039 D_real: 1.220 D_fake: 0.490 (epoch: 434, iters: 3742, time: 0.063) G_GAN: -0.041 G_GAN_Feat: 0.772 G_ID: 0.093 G_Rec: 0.311 D_GP: 0.038 D_real: 0.881 D_fake: 1.041 (epoch: 434, iters: 4142, time: 0.064) G_GAN: 0.706 G_GAN_Feat: 1.127 G_ID: 0.104 G_Rec: 0.459 D_GP: 0.031 D_real: 1.344 D_fake: 0.347 (epoch: 434, iters: 4542, time: 0.063) G_GAN: 0.023 G_GAN_Feat: 0.774 G_ID: 0.110 G_Rec: 0.324 D_GP: 0.031 D_real: 0.925 D_fake: 0.978 (epoch: 434, iters: 4942, time: 0.063) G_GAN: 0.318 G_GAN_Feat: 0.935 G_ID: 0.122 G_Rec: 0.413 D_GP: 0.038 D_real: 0.914 D_fake: 0.684 (epoch: 434, iters: 5342, time: 0.063) G_GAN: 0.271 G_GAN_Feat: 0.786 G_ID: 0.108 G_Rec: 0.321 D_GP: 0.036 D_real: 1.025 D_fake: 0.729 (epoch: 434, iters: 5742, time: 0.063) G_GAN: 0.715 G_GAN_Feat: 1.093 G_ID: 0.117 G_Rec: 0.467 D_GP: 0.044 D_real: 1.114 D_fake: 0.339 (epoch: 434, iters: 6142, time: 0.063) G_GAN: 0.120 G_GAN_Feat: 0.740 G_ID: 0.087 G_Rec: 0.313 D_GP: 0.036 D_real: 0.924 D_fake: 0.880 (epoch: 434, iters: 6542, time: 0.063) G_GAN: 0.589 G_GAN_Feat: 1.213 G_ID: 0.126 G_Rec: 0.507 D_GP: 0.281 D_real: 0.396 D_fake: 0.436 (epoch: 434, iters: 6942, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 0.827 G_ID: 0.107 G_Rec: 0.321 D_GP: 0.040 D_real: 1.162 D_fake: 0.669 (epoch: 434, iters: 7342, time: 0.063) G_GAN: 0.857 G_GAN_Feat: 1.037 G_ID: 0.115 G_Rec: 0.425 D_GP: 0.054 D_real: 1.160 D_fake: 0.197 (epoch: 434, iters: 7742, time: 0.063) G_GAN: 0.656 G_GAN_Feat: 0.959 G_ID: 0.094 G_Rec: 0.338 D_GP: 0.093 D_real: 0.511 D_fake: 0.558 (epoch: 434, iters: 8142, time: 0.063) G_GAN: 0.565 G_GAN_Feat: 1.003 G_ID: 0.114 G_Rec: 0.440 D_GP: 0.034 D_real: 1.090 D_fake: 0.462 (epoch: 434, iters: 8542, time: 0.064) G_GAN: 0.223 G_GAN_Feat: 0.862 G_ID: 0.108 G_Rec: 0.300 D_GP: 0.042 D_real: 0.603 D_fake: 0.778 (epoch: 435, iters: 334, time: 0.063) G_GAN: 0.535 G_GAN_Feat: 1.015 G_ID: 0.114 G_Rec: 0.425 D_GP: 0.069 D_real: 0.719 D_fake: 0.485 (epoch: 435, iters: 734, time: 0.063) G_GAN: 0.480 G_GAN_Feat: 0.957 G_ID: 0.108 G_Rec: 0.331 D_GP: 0.037 D_real: 0.981 D_fake: 0.527 (epoch: 435, iters: 1134, time: 0.063) G_GAN: 0.606 G_GAN_Feat: 0.961 G_ID: 0.127 G_Rec: 0.416 D_GP: 0.040 D_real: 1.243 D_fake: 0.427 (epoch: 435, iters: 1534, time: 0.064) G_GAN: 0.026 G_GAN_Feat: 0.761 G_ID: 0.112 G_Rec: 0.349 D_GP: 0.035 D_real: 0.878 D_fake: 0.974 (epoch: 435, iters: 1934, time: 0.063) G_GAN: 0.188 G_GAN_Feat: 0.964 G_ID: 0.111 G_Rec: 0.445 D_GP: 0.040 D_real: 0.841 D_fake: 0.812 (epoch: 435, iters: 2334, time: 0.063) G_GAN: 0.173 G_GAN_Feat: 0.755 G_ID: 0.092 G_Rec: 0.320 D_GP: 0.034 D_real: 0.984 D_fake: 0.827 (epoch: 435, iters: 2734, time: 0.063) G_GAN: 0.573 G_GAN_Feat: 0.968 G_ID: 0.110 G_Rec: 0.505 D_GP: 0.033 D_real: 1.073 D_fake: 0.457 (epoch: 435, iters: 3134, time: 0.064) G_GAN: -0.100 G_GAN_Feat: 0.697 G_ID: 0.108 G_Rec: 0.310 D_GP: 0.027 D_real: 0.868 D_fake: 1.100 (epoch: 435, iters: 3534, time: 0.063) G_GAN: 0.448 G_GAN_Feat: 1.001 G_ID: 0.116 G_Rec: 0.509 D_GP: 0.035 D_real: 1.011 D_fake: 0.554 (epoch: 435, iters: 3934, time: 0.063) G_GAN: 0.410 G_GAN_Feat: 0.896 G_ID: 0.092 G_Rec: 0.351 D_GP: 0.197 D_real: 0.739 D_fake: 0.592 (epoch: 435, iters: 4334, time: 0.063) G_GAN: 0.658 G_GAN_Feat: 0.910 G_ID: 0.107 G_Rec: 0.385 D_GP: 0.043 D_real: 1.278 D_fake: 0.360 (epoch: 435, iters: 4734, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 0.826 G_ID: 0.096 G_Rec: 0.333 D_GP: 0.039 D_real: 1.444 D_fake: 0.560 (epoch: 435, iters: 5134, time: 0.063) G_GAN: 0.548 G_GAN_Feat: 1.077 G_ID: 0.106 G_Rec: 0.449 D_GP: 0.040 D_real: 0.765 D_fake: 0.465 (epoch: 435, iters: 5534, time: 0.063) G_GAN: 0.241 G_GAN_Feat: 0.723 G_ID: 0.083 G_Rec: 0.302 D_GP: 0.034 D_real: 1.140 D_fake: 0.760 (epoch: 435, iters: 5934, time: 0.063) G_GAN: 0.504 G_GAN_Feat: 0.899 G_ID: 0.121 G_Rec: 0.405 D_GP: 0.037 D_real: 1.064 D_fake: 0.512 (epoch: 435, iters: 6334, time: 0.064) G_GAN: 0.043 G_GAN_Feat: 0.746 G_ID: 0.097 G_Rec: 0.317 D_GP: 0.040 D_real: 0.832 D_fake: 0.957 (epoch: 435, iters: 6734, time: 0.063) G_GAN: 0.581 G_GAN_Feat: 1.014 G_ID: 0.115 G_Rec: 0.442 D_GP: 0.124 D_real: 0.903 D_fake: 0.460 (epoch: 435, iters: 7134, time: 0.063) G_GAN: 0.436 G_GAN_Feat: 0.849 G_ID: 0.097 G_Rec: 0.339 D_GP: 0.042 D_real: 0.996 D_fake: 0.576 (epoch: 435, iters: 7534, time: 0.063) G_GAN: 0.320 G_GAN_Feat: 0.941 G_ID: 0.124 G_Rec: 0.427 D_GP: 0.036 D_real: 0.958 D_fake: 0.680 (epoch: 435, iters: 7934, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.825 G_ID: 0.101 G_Rec: 0.303 D_GP: 0.066 D_real: 0.634 D_fake: 0.753 (epoch: 435, iters: 8334, time: 0.063) G_GAN: 0.159 G_GAN_Feat: 0.903 G_ID: 0.135 G_Rec: 0.507 D_GP: 0.032 D_real: 0.994 D_fake: 0.842 (epoch: 436, iters: 126, time: 0.063) G_GAN: 0.085 G_GAN_Feat: 0.645 G_ID: 0.096 G_Rec: 0.307 D_GP: 0.025 D_real: 1.012 D_fake: 0.917 (epoch: 436, iters: 526, time: 0.063) G_GAN: 0.388 G_GAN_Feat: 0.830 G_ID: 0.118 G_Rec: 0.423 D_GP: 0.031 D_real: 1.165 D_fake: 0.619 (epoch: 436, iters: 926, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.718 G_ID: 0.100 G_Rec: 0.320 D_GP: 0.039 D_real: 0.881 D_fake: 0.879 (epoch: 436, iters: 1326, time: 0.063) G_GAN: 0.225 G_GAN_Feat: 0.986 G_ID: 0.120 G_Rec: 0.454 D_GP: 0.073 D_real: 0.667 D_fake: 0.784 (epoch: 436, iters: 1726, time: 0.063) G_GAN: -0.241 G_GAN_Feat: 0.707 G_ID: 0.101 G_Rec: 0.307 D_GP: 0.038 D_real: 0.706 D_fake: 1.241 (epoch: 436, iters: 2126, time: 0.063) G_GAN: 0.487 G_GAN_Feat: 0.929 G_ID: 0.106 G_Rec: 0.422 D_GP: 0.049 D_real: 1.062 D_fake: 0.535 (epoch: 436, iters: 2526, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.647 G_ID: 0.090 G_Rec: 0.289 D_GP: 0.037 D_real: 1.150 D_fake: 0.781 (epoch: 436, iters: 2926, time: 0.063) G_GAN: 0.249 G_GAN_Feat: 0.926 G_ID: 0.118 G_Rec: 0.453 D_GP: 0.033 D_real: 0.925 D_fake: 0.755 (epoch: 436, iters: 3326, time: 0.063) G_GAN: -0.070 G_GAN_Feat: 0.826 G_ID: 0.111 G_Rec: 0.355 D_GP: 0.110 D_real: 0.385 D_fake: 1.070 (epoch: 436, iters: 3726, time: 0.063) G_GAN: 0.460 G_GAN_Feat: 0.925 G_ID: 0.111 G_Rec: 0.443 D_GP: 0.034 D_real: 1.107 D_fake: 0.545 (epoch: 436, iters: 4126, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.690 G_ID: 0.091 G_Rec: 0.322 D_GP: 0.029 D_real: 1.058 D_fake: 0.862 (epoch: 436, iters: 4526, time: 0.063) G_GAN: 0.352 G_GAN_Feat: 0.974 G_ID: 0.117 G_Rec: 0.476 D_GP: 0.038 D_real: 1.013 D_fake: 0.648 (epoch: 436, iters: 4926, time: 0.063) G_GAN: 0.307 G_GAN_Feat: 0.744 G_ID: 0.102 G_Rec: 0.378 D_GP: 0.039 D_real: 1.125 D_fake: 0.696 (epoch: 436, iters: 5326, time: 0.063) G_GAN: 0.712 G_GAN_Feat: 0.929 G_ID: 0.102 G_Rec: 0.428 D_GP: 0.038 D_real: 1.351 D_fake: 0.316 (epoch: 436, iters: 5726, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.788 G_ID: 0.115 G_Rec: 0.310 D_GP: 0.061 D_real: 1.031 D_fake: 0.594 (epoch: 436, iters: 6126, time: 0.063) G_GAN: 0.570 G_GAN_Feat: 0.983 G_ID: 0.113 G_Rec: 0.421 D_GP: 0.043 D_real: 1.022 D_fake: 0.441 (epoch: 436, iters: 6526, time: 0.063) G_GAN: 0.299 G_GAN_Feat: 0.709 G_ID: 0.089 G_Rec: 0.279 D_GP: 0.035 D_real: 1.136 D_fake: 0.701 (epoch: 436, iters: 6926, time: 0.063) G_GAN: 0.890 G_GAN_Feat: 0.996 G_ID: 0.126 G_Rec: 0.410 D_GP: 0.061 D_real: 1.257 D_fake: 0.184 (epoch: 436, iters: 7326, time: 0.064) G_GAN: 0.019 G_GAN_Feat: 0.862 G_ID: 0.093 G_Rec: 0.343 D_GP: 0.038 D_real: 0.656 D_fake: 0.981 (epoch: 436, iters: 7726, time: 0.063) G_GAN: 0.533 G_GAN_Feat: 1.205 G_ID: 0.117 G_Rec: 0.537 D_GP: 0.438 D_real: 0.445 D_fake: 0.482 (epoch: 436, iters: 8126, time: 0.063) G_GAN: 0.456 G_GAN_Feat: 0.919 G_ID: 0.092 G_Rec: 0.369 D_GP: 0.126 D_real: 0.656 D_fake: 0.555 (epoch: 436, iters: 8526, time: 0.063) G_GAN: 1.024 G_GAN_Feat: 0.951 G_ID: 0.114 G_Rec: 0.440 D_GP: 0.059 D_real: 1.508 D_fake: 0.107 (epoch: 437, iters: 318, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.960 G_ID: 0.097 G_Rec: 0.347 D_GP: 0.331 D_real: 0.378 D_fake: 0.775 (epoch: 437, iters: 718, time: 0.063) G_GAN: 0.675 G_GAN_Feat: 1.061 G_ID: 0.117 G_Rec: 0.402 D_GP: 0.037 D_real: 0.872 D_fake: 0.335 (epoch: 437, iters: 1118, time: 0.063) G_GAN: 0.124 G_GAN_Feat: 0.918 G_ID: 0.111 G_Rec: 0.334 D_GP: 0.058 D_real: 0.281 D_fake: 0.879 (epoch: 437, iters: 1518, time: 0.063) G_GAN: 0.913 G_GAN_Feat: 1.362 G_ID: 0.117 G_Rec: 0.511 D_GP: 0.077 D_real: 1.543 D_fake: 0.255 (epoch: 437, iters: 1918, time: 0.064) G_GAN: -0.207 G_GAN_Feat: 0.609 G_ID: 0.095 G_Rec: 0.312 D_GP: 0.026 D_real: 0.823 D_fake: 1.207 (epoch: 437, iters: 2318, time: 0.063) G_GAN: 0.515 G_GAN_Feat: 0.893 G_ID: 0.111 G_Rec: 0.451 D_GP: 0.026 D_real: 1.140 D_fake: 0.526 (epoch: 437, iters: 2718, time: 0.063) G_GAN: 0.043 G_GAN_Feat: 0.664 G_ID: 0.102 G_Rec: 0.328 D_GP: 0.033 D_real: 0.954 D_fake: 0.957 (epoch: 437, iters: 3118, time: 0.063) G_GAN: 0.078 G_GAN_Feat: 0.890 G_ID: 0.106 G_Rec: 0.439 D_GP: 0.048 D_real: 0.757 D_fake: 0.923 (epoch: 437, iters: 3518, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.619 G_ID: 0.092 G_Rec: 0.276 D_GP: 0.031 D_real: 0.989 D_fake: 0.990 (epoch: 437, iters: 3918, time: 0.063) G_GAN: 0.320 G_GAN_Feat: 0.874 G_ID: 0.113 G_Rec: 0.418 D_GP: 0.035 D_real: 1.012 D_fake: 0.691 (epoch: 437, iters: 4318, time: 0.063) G_GAN: 0.185 G_GAN_Feat: 0.697 G_ID: 0.093 G_Rec: 0.302 D_GP: 0.033 D_real: 1.074 D_fake: 0.817 (epoch: 437, iters: 4718, time: 0.063) G_GAN: 0.370 G_GAN_Feat: 0.882 G_ID: 0.124 G_Rec: 0.376 D_GP: 0.041 D_real: 1.007 D_fake: 0.635 (epoch: 437, iters: 5118, time: 0.064) G_GAN: 0.149 G_GAN_Feat: 0.805 G_ID: 0.118 G_Rec: 0.334 D_GP: 0.037 D_real: 0.942 D_fake: 0.851 (epoch: 437, iters: 5518, time: 0.063) G_GAN: 0.488 G_GAN_Feat: 0.849 G_ID: 0.118 G_Rec: 0.406 D_GP: 0.030 D_real: 1.282 D_fake: 0.515 (epoch: 437, iters: 5918, time: 0.063) G_GAN: 0.309 G_GAN_Feat: 0.647 G_ID: 0.087 G_Rec: 0.298 D_GP: 0.029 D_real: 1.234 D_fake: 0.692 (epoch: 437, iters: 6318, time: 0.063) G_GAN: 0.384 G_GAN_Feat: 0.879 G_ID: 0.117 G_Rec: 0.405 D_GP: 0.040 D_real: 1.017 D_fake: 0.622 (epoch: 437, iters: 6718, time: 0.064) G_GAN: 0.104 G_GAN_Feat: 0.620 G_ID: 0.093 G_Rec: 0.264 D_GP: 0.032 D_real: 1.029 D_fake: 0.896 (epoch: 437, iters: 7118, time: 0.063) G_GAN: 0.067 G_GAN_Feat: 0.987 G_ID: 0.116 G_Rec: 0.438 D_GP: 0.083 D_real: 0.571 D_fake: 0.934 (epoch: 437, iters: 7518, time: 0.063) G_GAN: 0.183 G_GAN_Feat: 0.741 G_ID: 0.115 G_Rec: 0.314 D_GP: 0.045 D_real: 0.955 D_fake: 0.818 (epoch: 437, iters: 7918, time: 0.063) G_GAN: 0.639 G_GAN_Feat: 0.950 G_ID: 0.125 G_Rec: 0.445 D_GP: 0.032 D_real: 1.199 D_fake: 0.394 (epoch: 437, iters: 8318, time: 0.064) G_GAN: 0.213 G_GAN_Feat: 0.797 G_ID: 0.144 G_Rec: 0.314 D_GP: 0.037 D_real: 0.850 D_fake: 0.791 (epoch: 438, iters: 110, time: 0.063) G_GAN: 0.306 G_GAN_Feat: 0.929 G_ID: 0.119 G_Rec: 0.420 D_GP: 0.037 D_real: 1.014 D_fake: 0.694 (epoch: 438, iters: 510, time: 0.063) G_GAN: 0.132 G_GAN_Feat: 0.660 G_ID: 0.097 G_Rec: 0.287 D_GP: 0.029 D_real: 1.031 D_fake: 0.868 (epoch: 438, iters: 910, time: 0.063) G_GAN: 0.457 G_GAN_Feat: 0.853 G_ID: 0.135 G_Rec: 0.394 D_GP: 0.042 D_real: 1.140 D_fake: 0.557 (epoch: 438, iters: 1310, time: 0.064) G_GAN: 0.244 G_GAN_Feat: 0.778 G_ID: 0.083 G_Rec: 0.332 D_GP: 0.059 D_real: 1.072 D_fake: 0.756 (epoch: 438, iters: 1710, time: 0.063) G_GAN: 0.200 G_GAN_Feat: 1.002 G_ID: 0.100 G_Rec: 0.424 D_GP: 0.099 D_real: 0.523 D_fake: 0.803 (epoch: 438, iters: 2110, time: 0.063) G_GAN: 0.284 G_GAN_Feat: 0.764 G_ID: 0.101 G_Rec: 0.316 D_GP: 0.031 D_real: 1.075 D_fake: 0.716 (epoch: 438, iters: 2510, time: 0.063) G_GAN: 0.508 G_GAN_Feat: 0.976 G_ID: 0.112 G_Rec: 0.415 D_GP: 0.034 D_real: 1.106 D_fake: 0.497 (epoch: 438, iters: 2910, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.846 G_ID: 0.102 G_Rec: 0.334 D_GP: 0.044 D_real: 0.776 D_fake: 0.795 (epoch: 438, iters: 3310, time: 0.063) G_GAN: 0.524 G_GAN_Feat: 1.100 G_ID: 0.107 G_Rec: 0.420 D_GP: 0.127 D_real: 0.373 D_fake: 0.487 (epoch: 438, iters: 3710, time: 0.063) G_GAN: 0.332 G_GAN_Feat: 0.827 G_ID: 0.094 G_Rec: 0.301 D_GP: 0.032 D_real: 0.844 D_fake: 0.676 (epoch: 438, iters: 4110, time: 0.063) G_GAN: 0.495 G_GAN_Feat: 1.074 G_ID: 0.107 G_Rec: 0.399 D_GP: 0.061 D_real: 0.577 D_fake: 0.516 (epoch: 438, iters: 4510, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.746 G_ID: 0.089 G_Rec: 0.324 D_GP: 0.031 D_real: 0.968 D_fake: 0.900 (epoch: 438, iters: 4910, time: 0.063) G_GAN: 0.494 G_GAN_Feat: 1.052 G_ID: 0.115 G_Rec: 0.486 D_GP: 0.044 D_real: 0.939 D_fake: 0.546 (epoch: 438, iters: 5310, time: 0.063) G_GAN: 0.140 G_GAN_Feat: 0.855 G_ID: 0.098 G_Rec: 0.343 D_GP: 0.163 D_real: 0.651 D_fake: 0.860 (epoch: 438, iters: 5710, time: 0.063) G_GAN: 0.595 G_GAN_Feat: 1.098 G_ID: 0.126 G_Rec: 0.490 D_GP: 0.085 D_real: 0.756 D_fake: 0.423 (epoch: 438, iters: 6110, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.933 G_ID: 0.098 G_Rec: 0.338 D_GP: 0.191 D_real: 0.423 D_fake: 0.932 (epoch: 438, iters: 6510, time: 0.063) G_GAN: 0.268 G_GAN_Feat: 0.861 G_ID: 0.107 G_Rec: 0.419 D_GP: 0.031 D_real: 1.021 D_fake: 0.733 (epoch: 438, iters: 6910, time: 0.063) G_GAN: -0.022 G_GAN_Feat: 0.658 G_ID: 0.110 G_Rec: 0.300 D_GP: 0.029 D_real: 0.877 D_fake: 1.022 (epoch: 438, iters: 7310, time: 0.063) G_GAN: 0.106 G_GAN_Feat: 0.856 G_ID: 0.124 G_Rec: 0.429 D_GP: 0.035 D_real: 0.925 D_fake: 0.897 (epoch: 438, iters: 7710, time: 0.064) G_GAN: 0.052 G_GAN_Feat: 0.709 G_ID: 0.098 G_Rec: 0.359 D_GP: 0.053 D_real: 0.930 D_fake: 0.950 (epoch: 438, iters: 8110, time: 0.063) G_GAN: 0.183 G_GAN_Feat: 0.920 G_ID: 0.130 G_Rec: 0.474 D_GP: 0.043 D_real: 0.728 D_fake: 0.818 (epoch: 438, iters: 8510, time: 0.063) G_GAN: -0.089 G_GAN_Feat: 0.627 G_ID: 0.120 G_Rec: 0.309 D_GP: 0.030 D_real: 0.789 D_fake: 1.089 (epoch: 439, iters: 302, time: 0.063) G_GAN: 0.365 G_GAN_Feat: 0.870 G_ID: 0.118 G_Rec: 0.423 D_GP: 0.042 D_real: 1.014 D_fake: 0.648 (epoch: 439, iters: 702, time: 0.064) G_GAN: -0.253 G_GAN_Feat: 0.731 G_ID: 0.096 G_Rec: 0.336 D_GP: 0.046 D_real: 0.570 D_fake: 1.253 (epoch: 439, iters: 1102, time: 0.063) G_GAN: 0.374 G_GAN_Feat: 0.919 G_ID: 0.132 G_Rec: 0.454 D_GP: 0.052 D_real: 0.924 D_fake: 0.640 (epoch: 439, iters: 1502, time: 0.063) G_GAN: 0.011 G_GAN_Feat: 0.680 G_ID: 0.083 G_Rec: 0.308 D_GP: 0.048 D_real: 0.865 D_fake: 0.989 (epoch: 439, iters: 1902, time: 0.063) G_GAN: 0.419 G_GAN_Feat: 0.873 G_ID: 0.126 G_Rec: 0.421 D_GP: 0.032 D_real: 0.981 D_fake: 0.593 (epoch: 439, iters: 2302, time: 0.063) G_GAN: 0.080 G_GAN_Feat: 0.687 G_ID: 0.114 G_Rec: 0.298 D_GP: 0.038 D_real: 0.903 D_fake: 0.920 (epoch: 439, iters: 2702, time: 0.063) G_GAN: 0.376 G_GAN_Feat: 0.948 G_ID: 0.137 G_Rec: 0.437 D_GP: 0.050 D_real: 0.969 D_fake: 0.633 (epoch: 439, iters: 3102, time: 0.063) G_GAN: 0.314 G_GAN_Feat: 0.647 G_ID: 0.089 G_Rec: 0.275 D_GP: 0.035 D_real: 1.233 D_fake: 0.687 (epoch: 439, iters: 3502, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.959 G_ID: 0.125 G_Rec: 0.449 D_GP: 0.059 D_real: 0.833 D_fake: 0.661 (epoch: 439, iters: 3902, time: 0.063) G_GAN: 0.370 G_GAN_Feat: 0.737 G_ID: 0.090 G_Rec: 0.301 D_GP: 0.063 D_real: 0.994 D_fake: 0.640 (epoch: 439, iters: 4302, time: 0.063) G_GAN: 0.400 G_GAN_Feat: 0.911 G_ID: 0.123 G_Rec: 0.410 D_GP: 0.037 D_real: 1.001 D_fake: 0.605 (epoch: 439, iters: 4702, time: 0.063) G_GAN: 0.074 G_GAN_Feat: 0.691 G_ID: 0.094 G_Rec: 0.314 D_GP: 0.025 D_real: 0.999 D_fake: 0.926 (epoch: 439, iters: 5102, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 0.976 G_ID: 0.108 G_Rec: 0.446 D_GP: 0.052 D_real: 0.905 D_fake: 0.675 (epoch: 439, iters: 5502, time: 0.063) G_GAN: 0.121 G_GAN_Feat: 0.667 G_ID: 0.099 G_Rec: 0.281 D_GP: 0.036 D_real: 1.013 D_fake: 0.879 (epoch: 439, iters: 5902, time: 0.063) G_GAN: 0.575 G_GAN_Feat: 0.925 G_ID: 0.113 G_Rec: 0.402 D_GP: 0.061 D_real: 1.159 D_fake: 0.465 (epoch: 439, iters: 6302, time: 0.063) G_GAN: 0.133 G_GAN_Feat: 0.766 G_ID: 0.094 G_Rec: 0.297 D_GP: 0.044 D_real: 0.897 D_fake: 0.867 (epoch: 439, iters: 6702, time: 0.064) G_GAN: 0.602 G_GAN_Feat: 1.025 G_ID: 0.134 G_Rec: 0.469 D_GP: 0.038 D_real: 1.087 D_fake: 0.422 (epoch: 439, iters: 7102, time: 0.063) G_GAN: -0.103 G_GAN_Feat: 0.795 G_ID: 0.097 G_Rec: 0.321 D_GP: 0.049 D_real: 0.567 D_fake: 1.103 (epoch: 439, iters: 7502, time: 0.063) G_GAN: 0.327 G_GAN_Feat: 1.029 G_ID: 0.111 G_Rec: 0.463 D_GP: 0.100 D_real: 0.797 D_fake: 0.674 (epoch: 439, iters: 7902, time: 0.063) G_GAN: 0.163 G_GAN_Feat: 0.696 G_ID: 0.092 G_Rec: 0.267 D_GP: 0.051 D_real: 0.950 D_fake: 0.837 (epoch: 439, iters: 8302, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 1.052 G_ID: 0.125 G_Rec: 0.460 D_GP: 0.051 D_real: 0.908 D_fake: 0.441 (epoch: 439, iters: 8702, time: 0.063) G_GAN: -0.022 G_GAN_Feat: 0.828 G_ID: 0.103 G_Rec: 0.342 D_GP: 0.039 D_real: 0.675 D_fake: 1.022 (epoch: 440, iters: 494, time: 0.063) G_GAN: 0.201 G_GAN_Feat: 1.013 G_ID: 0.138 G_Rec: 0.460 D_GP: 0.086 D_real: 0.597 D_fake: 0.801 (epoch: 440, iters: 894, time: 0.063) G_GAN: 0.149 G_GAN_Feat: 0.757 G_ID: 0.093 G_Rec: 0.328 D_GP: 0.041 D_real: 0.920 D_fake: 0.851 (epoch: 440, iters: 1294, time: 0.064) G_GAN: 0.396 G_GAN_Feat: 1.011 G_ID: 0.114 G_Rec: 0.448 D_GP: 0.041 D_real: 0.734 D_fake: 0.604 (epoch: 440, iters: 1694, time: 0.063) G_GAN: 0.189 G_GAN_Feat: 0.779 G_ID: 0.108 G_Rec: 0.332 D_GP: 0.032 D_real: 1.048 D_fake: 0.811 (epoch: 440, iters: 2094, time: 0.063) G_GAN: 0.289 G_GAN_Feat: 1.100 G_ID: 0.120 G_Rec: 0.480 D_GP: 0.347 D_real: 0.258 D_fake: 0.716 (epoch: 440, iters: 2494, time: 0.063) G_GAN: 0.099 G_GAN_Feat: 0.882 G_ID: 0.103 G_Rec: 0.347 D_GP: 0.073 D_real: 0.295 D_fake: 0.901 (epoch: 440, iters: 2894, time: 0.064) G_GAN: 0.504 G_GAN_Feat: 0.984 G_ID: 0.104 G_Rec: 0.447 D_GP: 0.038 D_real: 1.062 D_fake: 0.506 (epoch: 440, iters: 3294, time: 0.063) G_GAN: 0.367 G_GAN_Feat: 0.860 G_ID: 0.093 G_Rec: 0.364 D_GP: 0.036 D_real: 1.078 D_fake: 0.635 (epoch: 440, iters: 3694, time: 0.063) G_GAN: 0.767 G_GAN_Feat: 1.168 G_ID: 0.123 G_Rec: 0.461 D_GP: 0.132 D_real: 0.501 D_fake: 0.284 (epoch: 440, iters: 4094, time: 0.063) G_GAN: 0.289 G_GAN_Feat: 0.749 G_ID: 0.097 G_Rec: 0.311 D_GP: 0.033 D_real: 1.287 D_fake: 0.716 (epoch: 440, iters: 4494, time: 0.064) G_GAN: 0.443 G_GAN_Feat: 0.874 G_ID: 0.135 G_Rec: 0.417 D_GP: 0.028 D_real: 1.158 D_fake: 0.562 (epoch: 440, iters: 4894, time: 0.063) G_GAN: 0.190 G_GAN_Feat: 0.726 G_ID: 0.091 G_Rec: 0.317 D_GP: 0.048 D_real: 0.992 D_fake: 0.810 (epoch: 440, iters: 5294, time: 0.063) G_GAN: 0.326 G_GAN_Feat: 0.939 G_ID: 0.122 G_Rec: 0.452 D_GP: 0.054 D_real: 0.902 D_fake: 0.677 (epoch: 440, iters: 5694, time: 0.063) G_GAN: 0.146 G_GAN_Feat: 0.703 G_ID: 0.091 G_Rec: 0.323 D_GP: 0.031 D_real: 0.960 D_fake: 0.855 (epoch: 440, iters: 6094, time: 0.064) G_GAN: 0.526 G_GAN_Feat: 0.981 G_ID: 0.109 G_Rec: 0.473 D_GP: 0.028 D_real: 1.081 D_fake: 0.484 (epoch: 440, iters: 6494, time: 0.063) G_GAN: -0.093 G_GAN_Feat: 0.730 G_ID: 0.104 G_Rec: 0.330 D_GP: 0.064 D_real: 0.667 D_fake: 1.093 (epoch: 440, iters: 6894, time: 0.063) G_GAN: 0.470 G_GAN_Feat: 1.038 G_ID: 0.131 G_Rec: 0.448 D_GP: 0.096 D_real: 0.605 D_fake: 0.545 (epoch: 440, iters: 7294, time: 0.063) G_GAN: 0.203 G_GAN_Feat: 0.779 G_ID: 0.095 G_Rec: 0.299 D_GP: 0.040 D_real: 0.914 D_fake: 0.797 (epoch: 440, iters: 7694, time: 0.064) G_GAN: 0.409 G_GAN_Feat: 0.907 G_ID: 0.112 G_Rec: 0.413 D_GP: 0.034 D_real: 1.054 D_fake: 0.592 (epoch: 440, iters: 8094, time: 0.063) G_GAN: 0.125 G_GAN_Feat: 0.714 G_ID: 0.090 G_Rec: 0.273 D_GP: 0.032 D_real: 1.004 D_fake: 0.875 (epoch: 440, iters: 8494, time: 0.063) G_GAN: 0.477 G_GAN_Feat: 0.932 G_ID: 0.164 G_Rec: 0.418 D_GP: 0.035 D_real: 1.011 D_fake: 0.524 (epoch: 441, iters: 286, time: 0.063) G_GAN: 0.486 G_GAN_Feat: 0.802 G_ID: 0.102 G_Rec: 0.335 D_GP: 0.046 D_real: 1.235 D_fake: 0.523 (epoch: 441, iters: 686, time: 0.064) G_GAN: 0.856 G_GAN_Feat: 1.025 G_ID: 0.133 G_Rec: 0.467 D_GP: 0.034 D_real: 1.165 D_fake: 0.227 (epoch: 441, iters: 1086, time: 0.063) G_GAN: 0.232 G_GAN_Feat: 0.836 G_ID: 0.123 G_Rec: 0.326 D_GP: 0.063 D_real: 0.820 D_fake: 0.779 (epoch: 441, iters: 1486, time: 0.063) G_GAN: 0.412 G_GAN_Feat: 0.947 G_ID: 0.124 G_Rec: 0.424 D_GP: 0.030 D_real: 1.010 D_fake: 0.626 (epoch: 441, iters: 1886, time: 0.063) G_GAN: 0.036 G_GAN_Feat: 0.775 G_ID: 0.087 G_Rec: 0.314 D_GP: 0.034 D_real: 0.811 D_fake: 0.968 (epoch: 441, iters: 2286, time: 0.064) G_GAN: 0.392 G_GAN_Feat: 0.996 G_ID: 0.125 G_Rec: 0.439 D_GP: 0.078 D_real: 0.839 D_fake: 0.614 (epoch: 441, iters: 2686, time: 0.063) G_GAN: -0.070 G_GAN_Feat: 0.710 G_ID: 0.104 G_Rec: 0.280 D_GP: 0.028 D_real: 0.831 D_fake: 1.070 (epoch: 441, iters: 3086, time: 0.063) G_GAN: 0.618 G_GAN_Feat: 1.185 G_ID: 0.128 G_Rec: 0.455 D_GP: 0.060 D_real: 0.390 D_fake: 0.427 (epoch: 441, iters: 3486, time: 0.063) G_GAN: 0.542 G_GAN_Feat: 0.791 G_ID: 0.101 G_Rec: 0.304 D_GP: 0.063 D_real: 1.164 D_fake: 0.470 (epoch: 441, iters: 3886, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 1.193 G_ID: 0.121 G_Rec: 0.445 D_GP: 0.147 D_real: 0.259 D_fake: 0.651 (epoch: 441, iters: 4286, time: 0.063) G_GAN: 0.513 G_GAN_Feat: 0.783 G_ID: 0.106 G_Rec: 0.300 D_GP: 0.041 D_real: 1.226 D_fake: 0.494 (epoch: 441, iters: 4686, time: 0.063) G_GAN: 0.529 G_GAN_Feat: 0.914 G_ID: 0.105 G_Rec: 0.442 D_GP: 0.029 D_real: 1.225 D_fake: 0.520 (epoch: 441, iters: 5086, time: 0.063) G_GAN: -0.083 G_GAN_Feat: 0.699 G_ID: 0.102 G_Rec: 0.295 D_GP: 0.030 D_real: 0.819 D_fake: 1.083 (epoch: 441, iters: 5486, time: 0.064) G_GAN: 0.056 G_GAN_Feat: 0.905 G_ID: 0.119 G_Rec: 0.443 D_GP: 0.038 D_real: 0.719 D_fake: 0.945 (epoch: 441, iters: 5886, time: 0.063) G_GAN: -0.166 G_GAN_Feat: 0.712 G_ID: 0.108 G_Rec: 0.314 D_GP: 0.036 D_real: 0.707 D_fake: 1.166 (epoch: 441, iters: 6286, time: 0.063) G_GAN: -0.010 G_GAN_Feat: 0.992 G_ID: 0.134 G_Rec: 0.464 D_GP: 0.109 D_real: 0.509 D_fake: 1.010 (epoch: 441, iters: 6686, time: 0.063) G_GAN: -0.204 G_GAN_Feat: 0.697 G_ID: 0.096 G_Rec: 0.315 D_GP: 0.043 D_real: 0.666 D_fake: 1.204 (epoch: 441, iters: 7086, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 1.031 G_ID: 0.115 G_Rec: 0.475 D_GP: 0.069 D_real: 0.796 D_fake: 0.688 (epoch: 441, iters: 7486, time: 0.063) G_GAN: -0.298 G_GAN_Feat: 0.911 G_ID: 0.114 G_Rec: 0.371 D_GP: 0.127 D_real: 0.204 D_fake: 1.298 (epoch: 441, iters: 7886, time: 0.063) G_GAN: 0.466 G_GAN_Feat: 0.986 G_ID: 0.121 G_Rec: 0.480 D_GP: 0.073 D_real: 0.839 D_fake: 0.574 (epoch: 441, iters: 8286, time: 0.063) G_GAN: 0.230 G_GAN_Feat: 0.698 G_ID: 0.100 G_Rec: 0.276 D_GP: 0.042 D_real: 1.094 D_fake: 0.772 (epoch: 441, iters: 8686, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.994 G_ID: 0.118 G_Rec: 0.492 D_GP: 0.038 D_real: 1.025 D_fake: 0.579 (epoch: 442, iters: 478, time: 0.063) G_GAN: 0.271 G_GAN_Feat: 0.813 G_ID: 0.110 G_Rec: 0.320 D_GP: 0.111 D_real: 0.778 D_fake: 0.735 (epoch: 442, iters: 878, time: 0.063) G_GAN: 0.926 G_GAN_Feat: 0.994 G_ID: 0.114 G_Rec: 0.452 D_GP: 0.047 D_real: 1.296 D_fake: 0.203 (epoch: 442, iters: 1278, time: 0.063) G_GAN: 0.022 G_GAN_Feat: 0.718 G_ID: 0.116 G_Rec: 0.366 D_GP: 0.028 D_real: 0.975 D_fake: 0.978 (epoch: 442, iters: 1678, time: 0.064) G_GAN: 0.342 G_GAN_Feat: 0.888 G_ID: 0.118 G_Rec: 0.430 D_GP: 0.026 D_real: 1.124 D_fake: 0.660 (epoch: 442, iters: 2078, time: 0.063) G_GAN: 0.111 G_GAN_Feat: 0.676 G_ID: 0.106 G_Rec: 0.324 D_GP: 0.030 D_real: 1.039 D_fake: 0.890 (epoch: 442, iters: 2478, time: 0.063) G_GAN: 0.161 G_GAN_Feat: 0.838 G_ID: 0.106 G_Rec: 0.384 D_GP: 0.036 D_real: 0.958 D_fake: 0.839 (epoch: 442, iters: 2878, time: 0.063) G_GAN: 0.236 G_GAN_Feat: 0.637 G_ID: 0.095 G_Rec: 0.260 D_GP: 0.032 D_real: 1.133 D_fake: 0.764 (epoch: 442, iters: 3278, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.880 G_ID: 0.143 G_Rec: 0.392 D_GP: 0.032 D_real: 0.883 D_fake: 0.840 (epoch: 442, iters: 3678, time: 0.063) G_GAN: -0.039 G_GAN_Feat: 0.803 G_ID: 0.097 G_Rec: 0.347 D_GP: 0.073 D_real: 0.627 D_fake: 1.039 (epoch: 442, iters: 4078, time: 0.063) G_GAN: 0.537 G_GAN_Feat: 0.981 G_ID: 0.114 G_Rec: 0.430 D_GP: 0.044 D_real: 1.037 D_fake: 0.470 (epoch: 442, iters: 4478, time: 0.063) G_GAN: 0.335 G_GAN_Feat: 0.735 G_ID: 0.079 G_Rec: 0.298 D_GP: 0.033 D_real: 1.169 D_fake: 0.665 (epoch: 442, iters: 4878, time: 0.064) G_GAN: 0.628 G_GAN_Feat: 1.020 G_ID: 0.101 G_Rec: 0.420 D_GP: 0.094 D_real: 0.998 D_fake: 0.396 (epoch: 442, iters: 5278, time: 0.063) G_GAN: 0.062 G_GAN_Feat: 0.736 G_ID: 0.109 G_Rec: 0.294 D_GP: 0.031 D_real: 0.874 D_fake: 0.938 (epoch: 442, iters: 5678, time: 0.063) G_GAN: 0.503 G_GAN_Feat: 1.020 G_ID: 0.128 G_Rec: 0.431 D_GP: 0.053 D_real: 0.955 D_fake: 0.512 (epoch: 442, iters: 6078, time: 0.063) G_GAN: 0.208 G_GAN_Feat: 0.759 G_ID: 0.086 G_Rec: 0.303 D_GP: 0.047 D_real: 0.900 D_fake: 0.792 (epoch: 442, iters: 6478, time: 0.064) G_GAN: 0.646 G_GAN_Feat: 0.893 G_ID: 0.122 G_Rec: 0.366 D_GP: 0.032 D_real: 1.351 D_fake: 0.370 (epoch: 442, iters: 6878, time: 0.063) G_GAN: 0.409 G_GAN_Feat: 0.970 G_ID: 0.121 G_Rec: 0.353 D_GP: 0.050 D_real: 1.071 D_fake: 0.657 (epoch: 442, iters: 7278, time: 0.063) G_GAN: 0.676 G_GAN_Feat: 1.024 G_ID: 0.104 G_Rec: 0.455 D_GP: 0.039 D_real: 1.304 D_fake: 0.455 (epoch: 442, iters: 7678, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 0.804 G_ID: 0.094 G_Rec: 0.317 D_GP: 0.043 D_real: 1.062 D_fake: 0.762 (epoch: 442, iters: 8078, time: 0.064) G_GAN: 0.735 G_GAN_Feat: 1.119 G_ID: 0.130 G_Rec: 0.508 D_GP: 0.046 D_real: 0.930 D_fake: 0.403 (epoch: 442, iters: 8478, time: 0.063) G_GAN: 0.104 G_GAN_Feat: 0.774 G_ID: 0.091 G_Rec: 0.296 D_GP: 0.028 D_real: 0.984 D_fake: 0.896 (epoch: 443, iters: 270, time: 0.063) G_GAN: 0.572 G_GAN_Feat: 1.013 G_ID: 0.120 G_Rec: 0.452 D_GP: 0.036 D_real: 1.103 D_fake: 0.433 (epoch: 443, iters: 670, time: 0.063) G_GAN: 0.204 G_GAN_Feat: 1.287 G_ID: 0.130 G_Rec: 0.430 D_GP: 0.212 D_real: 0.909 D_fake: 0.833 (epoch: 443, iters: 1070, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.883 G_ID: 0.140 G_Rec: 0.457 D_GP: 0.028 D_real: 0.964 D_fake: 0.843 (epoch: 443, iters: 1470, time: 0.063) G_GAN: -0.003 G_GAN_Feat: 0.691 G_ID: 0.107 G_Rec: 0.304 D_GP: 0.029 D_real: 0.837 D_fake: 1.003 (epoch: 443, iters: 1870, time: 0.063) G_GAN: 0.197 G_GAN_Feat: 0.978 G_ID: 0.115 G_Rec: 0.488 D_GP: 0.038 D_real: 0.740 D_fake: 0.810 (epoch: 443, iters: 2270, time: 0.063) G_GAN: 0.021 G_GAN_Feat: 0.721 G_ID: 0.103 G_Rec: 0.287 D_GP: 0.037 D_real: 0.836 D_fake: 0.979 (epoch: 443, iters: 2670, time: 0.064) G_GAN: 0.509 G_GAN_Feat: 0.969 G_ID: 0.124 G_Rec: 0.402 D_GP: 0.041 D_real: 1.108 D_fake: 0.533 (epoch: 443, iters: 3070, time: 0.063) G_GAN: 0.183 G_GAN_Feat: 0.850 G_ID: 0.091 G_Rec: 0.299 D_GP: 0.037 D_real: 0.791 D_fake: 0.817 (epoch: 443, iters: 3470, time: 0.063) G_GAN: 0.689 G_GAN_Feat: 0.967 G_ID: 0.099 G_Rec: 0.413 D_GP: 0.038 D_real: 1.382 D_fake: 0.331 (epoch: 443, iters: 3870, time: 0.063) G_GAN: 0.182 G_GAN_Feat: 0.845 G_ID: 0.111 G_Rec: 0.305 D_GP: 0.039 D_real: 0.832 D_fake: 0.819 (epoch: 443, iters: 4270, time: 0.064) G_GAN: 0.892 G_GAN_Feat: 1.015 G_ID: 0.114 G_Rec: 0.432 D_GP: 0.043 D_real: 1.315 D_fake: 0.179 (epoch: 443, iters: 4670, time: 0.063) G_GAN: 0.237 G_GAN_Feat: 0.616 G_ID: 0.094 G_Rec: 0.306 D_GP: 0.026 D_real: 1.130 D_fake: 0.763 (epoch: 443, iters: 5070, time: 0.063) G_GAN: -0.049 G_GAN_Feat: 0.902 G_ID: 0.121 G_Rec: 0.447 D_GP: 0.050 D_real: 0.605 D_fake: 1.049 (epoch: 443, iters: 5470, time: 0.063) G_GAN: -0.037 G_GAN_Feat: 0.687 G_ID: 0.113 G_Rec: 0.326 D_GP: 0.045 D_real: 0.834 D_fake: 1.037 (epoch: 443, iters: 5870, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.924 G_ID: 0.139 G_Rec: 0.484 D_GP: 0.043 D_real: 0.834 D_fake: 0.706 (epoch: 443, iters: 6270, time: 0.063) G_GAN: 0.159 G_GAN_Feat: 0.698 G_ID: 0.096 G_Rec: 0.304 D_GP: 0.068 D_real: 0.953 D_fake: 0.843 (epoch: 443, iters: 6670, time: 0.063) G_GAN: 0.435 G_GAN_Feat: 1.017 G_ID: 0.133 G_Rec: 0.477 D_GP: 0.153 D_real: 0.558 D_fake: 0.580 (epoch: 443, iters: 7070, time: 0.063) G_GAN: 0.335 G_GAN_Feat: 0.759 G_ID: 0.089 G_Rec: 0.321 D_GP: 0.046 D_real: 1.280 D_fake: 0.669 (epoch: 443, iters: 7470, time: 0.063) G_GAN: 0.476 G_GAN_Feat: 0.892 G_ID: 0.129 G_Rec: 0.380 D_GP: 0.041 D_real: 1.070 D_fake: 0.536 (epoch: 443, iters: 7870, time: 0.063) G_GAN: 0.444 G_GAN_Feat: 0.751 G_ID: 0.100 G_Rec: 0.320 D_GP: 0.048 D_real: 1.253 D_fake: 0.571 (epoch: 443, iters: 8270, time: 0.063) G_GAN: 0.129 G_GAN_Feat: 0.941 G_ID: 0.123 G_Rec: 0.433 D_GP: 0.040 D_real: 0.771 D_fake: 0.871 (epoch: 443, iters: 8670, time: 0.064) G_GAN: -0.131 G_GAN_Feat: 0.714 G_ID: 0.113 G_Rec: 0.297 D_GP: 0.045 D_real: 0.809 D_fake: 1.131 (epoch: 444, iters: 462, time: 0.063) G_GAN: 0.182 G_GAN_Feat: 0.929 G_ID: 0.131 G_Rec: 0.434 D_GP: 0.030 D_real: 0.882 D_fake: 0.818 (epoch: 444, iters: 862, time: 0.063) G_GAN: 0.296 G_GAN_Feat: 0.913 G_ID: 0.105 G_Rec: 0.351 D_GP: 0.211 D_real: 0.403 D_fake: 0.731 (epoch: 444, iters: 1262, time: 0.063) G_GAN: 0.215 G_GAN_Feat: 1.019 G_ID: 0.146 G_Rec: 0.442 D_GP: 0.044 D_real: 0.497 D_fake: 0.788 (epoch: 444, iters: 1662, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 1.010 G_ID: 0.112 G_Rec: 0.361 D_GP: 0.205 D_real: 0.282 D_fake: 0.771 (epoch: 444, iters: 2062, time: 0.063) G_GAN: 0.571 G_GAN_Feat: 0.932 G_ID: 0.119 G_Rec: 0.378 D_GP: 0.033 D_real: 1.087 D_fake: 0.469 (epoch: 444, iters: 2462, time: 0.063) G_GAN: 0.047 G_GAN_Feat: 0.899 G_ID: 0.105 G_Rec: 0.328 D_GP: 0.107 D_real: 0.378 D_fake: 0.960 (epoch: 444, iters: 2862, time: 0.063) G_GAN: 0.388 G_GAN_Feat: 1.069 G_ID: 0.137 G_Rec: 0.389 D_GP: 0.044 D_real: 0.844 D_fake: 0.614 (epoch: 444, iters: 3262, time: 0.064) G_GAN: 0.135 G_GAN_Feat: 0.780 G_ID: 0.096 G_Rec: 0.318 D_GP: 0.036 D_real: 0.867 D_fake: 0.865 (epoch: 444, iters: 3662, time: 0.064) G_GAN: 0.589 G_GAN_Feat: 1.128 G_ID: 0.117 G_Rec: 0.497 D_GP: 0.094 D_real: 0.765 D_fake: 0.423 (epoch: 444, iters: 4062, time: 0.064) G_GAN: -0.105 G_GAN_Feat: 0.879 G_ID: 0.095 G_Rec: 0.339 D_GP: 0.422 D_real: 0.351 D_fake: 1.105 (epoch: 444, iters: 4462, time: 0.064) G_GAN: 0.247 G_GAN_Feat: 1.028 G_ID: 0.133 G_Rec: 0.412 D_GP: 0.036 D_real: 1.095 D_fake: 0.755 (epoch: 444, iters: 4862, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 0.772 G_ID: 0.095 G_Rec: 0.291 D_GP: 0.029 D_real: 1.238 D_fake: 0.542 (epoch: 444, iters: 5262, time: 0.064) G_GAN: 0.366 G_GAN_Feat: 0.903 G_ID: 0.104 G_Rec: 0.381 D_GP: 0.035 D_real: 0.980 D_fake: 0.635 (epoch: 444, iters: 5662, time: 0.063) G_GAN: 0.263 G_GAN_Feat: 0.828 G_ID: 0.095 G_Rec: 0.293 D_GP: 0.033 D_real: 0.815 D_fake: 0.738 (epoch: 444, iters: 6062, time: 0.064) G_GAN: 0.323 G_GAN_Feat: 0.961 G_ID: 0.114 G_Rec: 0.459 D_GP: 0.034 D_real: 0.949 D_fake: 0.678 (epoch: 444, iters: 6462, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.758 G_ID: 0.095 G_Rec: 0.337 D_GP: 0.032 D_real: 1.246 D_fake: 0.665 (epoch: 444, iters: 6862, time: 0.064) G_GAN: 0.075 G_GAN_Feat: 0.891 G_ID: 0.117 G_Rec: 0.420 D_GP: 0.033 D_real: 0.702 D_fake: 0.925 (epoch: 444, iters: 7262, time: 0.064) G_GAN: -0.182 G_GAN_Feat: 0.697 G_ID: 0.123 G_Rec: 0.315 D_GP: 0.033 D_real: 0.702 D_fake: 1.182 (epoch: 444, iters: 7662, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.857 G_ID: 0.115 G_Rec: 0.397 D_GP: 0.034 D_real: 0.929 D_fake: 0.839 (epoch: 444, iters: 8062, time: 0.064) G_GAN: 0.097 G_GAN_Feat: 0.758 G_ID: 0.100 G_Rec: 0.346 D_GP: 0.050 D_real: 0.865 D_fake: 0.903 (epoch: 444, iters: 8462, time: 0.064) G_GAN: 0.405 G_GAN_Feat: 0.816 G_ID: 0.125 G_Rec: 0.374 D_GP: 0.034 D_real: 1.152 D_fake: 0.602 (epoch: 445, iters: 254, time: 0.064) G_GAN: -0.104 G_GAN_Feat: 0.699 G_ID: 0.100 G_Rec: 0.314 D_GP: 0.031 D_real: 0.790 D_fake: 1.104 (epoch: 445, iters: 654, time: 0.064) G_GAN: 0.202 G_GAN_Feat: 1.007 G_ID: 0.119 G_Rec: 0.458 D_GP: 0.054 D_real: 0.712 D_fake: 0.799 (epoch: 445, iters: 1054, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.752 G_ID: 0.089 G_Rec: 0.300 D_GP: 0.042 D_real: 1.175 D_fake: 0.606 (epoch: 445, iters: 1454, time: 0.064) G_GAN: 0.638 G_GAN_Feat: 0.935 G_ID: 0.114 G_Rec: 0.424 D_GP: 0.039 D_real: 1.195 D_fake: 0.379 (epoch: 445, iters: 1854, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 0.744 G_ID: 0.104 G_Rec: 0.338 D_GP: 0.034 D_real: 1.378 D_fake: 0.517 (epoch: 445, iters: 2254, time: 0.063) G_GAN: 0.552 G_GAN_Feat: 0.845 G_ID: 0.103 G_Rec: 0.460 D_GP: 0.028 D_real: 1.274 D_fake: 0.466 (epoch: 445, iters: 2654, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.618 G_ID: 0.087 G_Rec: 0.285 D_GP: 0.030 D_real: 1.124 D_fake: 0.747 (epoch: 445, iters: 3054, time: 0.064) G_GAN: 0.027 G_GAN_Feat: 0.930 G_ID: 0.121 G_Rec: 0.449 D_GP: 0.043 D_real: 0.703 D_fake: 0.973 (epoch: 445, iters: 3454, time: 0.063) G_GAN: -0.039 G_GAN_Feat: 0.744 G_ID: 0.106 G_Rec: 0.309 D_GP: 0.043 D_real: 0.784 D_fake: 1.039 (epoch: 445, iters: 3854, time: 0.063) G_GAN: 0.545 G_GAN_Feat: 0.957 G_ID: 0.110 G_Rec: 0.433 D_GP: 0.052 D_real: 1.070 D_fake: 0.473 (epoch: 445, iters: 4254, time: 0.064) G_GAN: -0.029 G_GAN_Feat: 0.816 G_ID: 0.110 G_Rec: 0.338 D_GP: 0.047 D_real: 0.793 D_fake: 1.031 (epoch: 445, iters: 4654, time: 0.063) G_GAN: 0.570 G_GAN_Feat: 1.041 G_ID: 0.115 G_Rec: 0.410 D_GP: 0.172 D_real: 0.685 D_fake: 0.440 (epoch: 445, iters: 5054, time: 0.063) G_GAN: 0.110 G_GAN_Feat: 0.760 G_ID: 0.120 G_Rec: 0.300 D_GP: 0.037 D_real: 0.854 D_fake: 0.890 (epoch: 445, iters: 5454, time: 0.063) G_GAN: 0.251 G_GAN_Feat: 1.000 G_ID: 0.107 G_Rec: 0.413 D_GP: 0.038 D_real: 0.799 D_fake: 0.749 (epoch: 445, iters: 5854, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.858 G_ID: 0.094 G_Rec: 0.327 D_GP: 0.038 D_real: 1.058 D_fake: 0.630 (epoch: 445, iters: 6254, time: 0.063) G_GAN: 0.483 G_GAN_Feat: 0.967 G_ID: 0.128 G_Rec: 0.416 D_GP: 0.036 D_real: 1.037 D_fake: 0.523 (epoch: 445, iters: 6654, time: 0.063) G_GAN: 0.350 G_GAN_Feat: 1.045 G_ID: 0.126 G_Rec: 0.354 D_GP: 0.211 D_real: 0.277 D_fake: 0.725 (epoch: 445, iters: 7054, time: 0.063) G_GAN: 0.526 G_GAN_Feat: 1.251 G_ID: 0.124 G_Rec: 0.502 D_GP: 0.359 D_real: 0.528 D_fake: 0.499 (epoch: 445, iters: 7454, time: 0.064) G_GAN: 0.327 G_GAN_Feat: 0.947 G_ID: 0.101 G_Rec: 0.401 D_GP: 0.045 D_real: 1.064 D_fake: 0.699 (epoch: 445, iters: 7854, time: 0.063) G_GAN: 0.266 G_GAN_Feat: 0.860 G_ID: 0.104 G_Rec: 0.439 D_GP: 0.027 D_real: 0.987 D_fake: 0.738 (epoch: 445, iters: 8254, time: 0.063) G_GAN: 0.121 G_GAN_Feat: 0.667 G_ID: 0.082 G_Rec: 0.298 D_GP: 0.029 D_real: 1.063 D_fake: 0.879 (epoch: 445, iters: 8654, time: 0.063) G_GAN: 0.166 G_GAN_Feat: 0.874 G_ID: 0.126 G_Rec: 0.411 D_GP: 0.038 D_real: 0.785 D_fake: 0.834 (epoch: 446, iters: 446, time: 0.064) G_GAN: -0.054 G_GAN_Feat: 0.684 G_ID: 0.084 G_Rec: 0.349 D_GP: 0.055 D_real: 0.846 D_fake: 1.054 (epoch: 446, iters: 846, time: 0.063) G_GAN: 0.390 G_GAN_Feat: 0.909 G_ID: 0.114 G_Rec: 0.439 D_GP: 0.033 D_real: 0.940 D_fake: 0.621 (epoch: 446, iters: 1246, time: 0.063) G_GAN: 0.207 G_GAN_Feat: 0.735 G_ID: 0.100 G_Rec: 0.320 D_GP: 0.039 D_real: 1.041 D_fake: 0.794 (epoch: 446, iters: 1646, time: 0.063) G_GAN: 0.307 G_GAN_Feat: 0.994 G_ID: 0.112 G_Rec: 0.427 D_GP: 0.037 D_real: 0.852 D_fake: 0.693 (epoch: 446, iters: 2046, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.705 G_ID: 0.102 G_Rec: 0.299 D_GP: 0.040 D_real: 1.180 D_fake: 0.691 (epoch: 446, iters: 2446, time: 0.063) G_GAN: 0.486 G_GAN_Feat: 0.985 G_ID: 0.130 G_Rec: 0.439 D_GP: 0.037 D_real: 1.112 D_fake: 0.553 (epoch: 446, iters: 2846, time: 0.063) G_GAN: 0.337 G_GAN_Feat: 0.749 G_ID: 0.098 G_Rec: 0.336 D_GP: 0.033 D_real: 1.214 D_fake: 0.666 (epoch: 446, iters: 3246, time: 0.063) G_GAN: 0.335 G_GAN_Feat: 0.843 G_ID: 0.109 G_Rec: 0.430 D_GP: 0.029 D_real: 1.067 D_fake: 0.666 (epoch: 446, iters: 3646, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.735 G_ID: 0.099 G_Rec: 0.324 D_GP: 0.033 D_real: 1.176 D_fake: 0.635 (epoch: 446, iters: 4046, time: 0.063) G_GAN: 0.318 G_GAN_Feat: 0.924 G_ID: 0.129 G_Rec: 0.395 D_GP: 0.061 D_real: 0.957 D_fake: 0.685 (epoch: 446, iters: 4446, time: 0.063) G_GAN: 0.371 G_GAN_Feat: 0.838 G_ID: 0.105 G_Rec: 0.319 D_GP: 0.084 D_real: 0.656 D_fake: 0.643 (epoch: 446, iters: 4846, time: 0.063) G_GAN: 0.593 G_GAN_Feat: 1.064 G_ID: 0.106 G_Rec: 0.439 D_GP: 0.061 D_real: 0.848 D_fake: 0.419 (epoch: 446, iters: 5246, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.718 G_ID: 0.095 G_Rec: 0.283 D_GP: 0.028 D_real: 1.153 D_fake: 0.717 (epoch: 446, iters: 5646, time: 0.064) G_GAN: 0.459 G_GAN_Feat: 1.025 G_ID: 0.123 G_Rec: 0.412 D_GP: 0.044 D_real: 0.914 D_fake: 0.547 (epoch: 446, iters: 6046, time: 0.064) G_GAN: 0.643 G_GAN_Feat: 0.789 G_ID: 0.107 G_Rec: 0.321 D_GP: 0.040 D_real: 1.457 D_fake: 0.385 (epoch: 446, iters: 6446, time: 0.063) G_GAN: 0.482 G_GAN_Feat: 1.030 G_ID: 0.130 G_Rec: 0.408 D_GP: 0.056 D_real: 0.687 D_fake: 0.537 (epoch: 446, iters: 6846, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.872 G_ID: 0.110 G_Rec: 0.302 D_GP: 0.039 D_real: 0.525 D_fake: 0.747 (epoch: 446, iters: 7246, time: 0.063) G_GAN: 0.258 G_GAN_Feat: 0.917 G_ID: 0.118 G_Rec: 0.443 D_GP: 0.034 D_real: 1.034 D_fake: 0.753 (epoch: 446, iters: 7646, time: 0.063) G_GAN: 0.103 G_GAN_Feat: 0.674 G_ID: 0.087 G_Rec: 0.301 D_GP: 0.040 D_real: 1.018 D_fake: 0.897 (epoch: 446, iters: 8046, time: 0.063) G_GAN: 0.222 G_GAN_Feat: 1.004 G_ID: 0.117 G_Rec: 0.502 D_GP: 0.076 D_real: 0.801 D_fake: 0.783 (epoch: 446, iters: 8446, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.660 G_ID: 0.093 G_Rec: 0.296 D_GP: 0.039 D_real: 0.869 D_fake: 0.989 (epoch: 447, iters: 238, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.907 G_ID: 0.106 G_Rec: 0.454 D_GP: 0.034 D_real: 0.918 D_fake: 0.661 (epoch: 447, iters: 638, time: 0.063) G_GAN: 0.145 G_GAN_Feat: 0.700 G_ID: 0.091 G_Rec: 0.315 D_GP: 0.033 D_real: 1.045 D_fake: 0.858 (epoch: 447, iters: 1038, time: 0.063) G_GAN: 0.569 G_GAN_Feat: 0.886 G_ID: 0.119 G_Rec: 0.400 D_GP: 0.032 D_real: 1.147 D_fake: 0.480 (epoch: 447, iters: 1438, time: 0.064) G_GAN: 0.095 G_GAN_Feat: 0.723 G_ID: 0.091 G_Rec: 0.310 D_GP: 0.054 D_real: 0.870 D_fake: 0.905 (epoch: 447, iters: 1838, time: 0.063) G_GAN: 0.288 G_GAN_Feat: 0.897 G_ID: 0.128 G_Rec: 0.401 D_GP: 0.036 D_real: 0.882 D_fake: 0.713 (epoch: 447, iters: 2238, time: 0.063) G_GAN: 0.316 G_GAN_Feat: 0.772 G_ID: 0.105 G_Rec: 0.336 D_GP: 0.039 D_real: 1.020 D_fake: 0.690 (epoch: 447, iters: 2638, time: 0.063) G_GAN: 0.382 G_GAN_Feat: 1.035 G_ID: 0.110 G_Rec: 0.478 D_GP: 0.067 D_real: 0.851 D_fake: 0.626 (epoch: 447, iters: 3038, time: 0.064) G_GAN: 0.217 G_GAN_Feat: 0.768 G_ID: 0.101 G_Rec: 0.333 D_GP: 0.043 D_real: 1.119 D_fake: 0.783 (epoch: 447, iters: 3438, time: 0.063) G_GAN: 0.507 G_GAN_Feat: 1.064 G_ID: 0.116 G_Rec: 0.455 D_GP: 0.131 D_real: 0.866 D_fake: 0.503 (epoch: 447, iters: 3838, time: 0.064) G_GAN: 0.243 G_GAN_Feat: 0.753 G_ID: 0.100 G_Rec: 0.329 D_GP: 0.054 D_real: 0.989 D_fake: 0.757 (epoch: 447, iters: 4238, time: 0.063) G_GAN: 0.411 G_GAN_Feat: 0.953 G_ID: 0.138 G_Rec: 0.429 D_GP: 0.039 D_real: 0.934 D_fake: 0.593 (epoch: 447, iters: 4638, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.686 G_ID: 0.107 G_Rec: 0.292 D_GP: 0.032 D_real: 1.129 D_fake: 0.759 (epoch: 447, iters: 5038, time: 0.064) G_GAN: 0.337 G_GAN_Feat: 0.948 G_ID: 0.113 G_Rec: 0.402 D_GP: 0.051 D_real: 0.770 D_fake: 0.664 (epoch: 447, iters: 5438, time: 0.063) G_GAN: 0.244 G_GAN_Feat: 0.685 G_ID: 0.102 G_Rec: 0.326 D_GP: 0.032 D_real: 1.147 D_fake: 0.756 (epoch: 447, iters: 5838, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 0.983 G_ID: 0.116 G_Rec: 0.477 D_GP: 0.037 D_real: 0.687 D_fake: 0.762 (epoch: 447, iters: 6238, time: 0.064) G_GAN: -0.070 G_GAN_Feat: 0.797 G_ID: 0.115 G_Rec: 0.314 D_GP: 0.044 D_real: 0.622 D_fake: 1.070 (epoch: 447, iters: 6638, time: 0.064) G_GAN: 0.688 G_GAN_Feat: 0.983 G_ID: 0.121 G_Rec: 0.443 D_GP: 0.040 D_real: 1.216 D_fake: 0.381 (epoch: 447, iters: 7038, time: 0.063) G_GAN: 0.177 G_GAN_Feat: 0.805 G_ID: 0.106 G_Rec: 0.344 D_GP: 0.041 D_real: 0.834 D_fake: 0.824 (epoch: 447, iters: 7438, time: 0.063) G_GAN: 0.363 G_GAN_Feat: 1.012 G_ID: 0.137 G_Rec: 0.423 D_GP: 0.050 D_real: 0.842 D_fake: 0.638 (epoch: 447, iters: 7838, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.695 G_ID: 0.097 G_Rec: 0.309 D_GP: 0.036 D_real: 1.084 D_fake: 0.749 (epoch: 447, iters: 8238, time: 0.063) G_GAN: 0.520 G_GAN_Feat: 1.038 G_ID: 0.112 G_Rec: 0.443 D_GP: 0.040 D_real: 0.914 D_fake: 0.485 (epoch: 447, iters: 8638, time: 0.063) G_GAN: 0.306 G_GAN_Feat: 0.766 G_ID: 0.107 G_Rec: 0.313 D_GP: 0.039 D_real: 1.013 D_fake: 0.695 (epoch: 448, iters: 430, time: 0.063) G_GAN: 0.564 G_GAN_Feat: 0.913 G_ID: 0.130 G_Rec: 0.411 D_GP: 0.037 D_real: 1.244 D_fake: 0.453 (epoch: 448, iters: 830, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 0.882 G_ID: 0.098 G_Rec: 0.346 D_GP: 0.137 D_real: 0.365 D_fake: 0.921 (epoch: 448, iters: 1230, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.994 G_ID: 0.114 G_Rec: 0.433 D_GP: 0.035 D_real: 0.927 D_fake: 0.521 (epoch: 448, iters: 1630, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.836 G_ID: 0.121 G_Rec: 0.351 D_GP: 0.054 D_real: 0.541 D_fake: 0.878 (epoch: 448, iters: 2030, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 1.002 G_ID: 0.116 G_Rec: 0.420 D_GP: 0.117 D_real: 0.525 D_fake: 0.649 (epoch: 448, iters: 2430, time: 0.064) G_GAN: -0.086 G_GAN_Feat: 0.836 G_ID: 0.083 G_Rec: 0.319 D_GP: 0.247 D_real: 0.370 D_fake: 1.091 (epoch: 448, iters: 2830, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 1.047 G_ID: 0.097 G_Rec: 0.456 D_GP: 0.040 D_real: 1.098 D_fake: 0.394 (epoch: 448, iters: 3230, time: 0.064) G_GAN: 0.135 G_GAN_Feat: 0.865 G_ID: 0.090 G_Rec: 0.332 D_GP: 0.187 D_real: 0.507 D_fake: 0.866 (epoch: 448, iters: 3630, time: 0.064) G_GAN: 0.457 G_GAN_Feat: 1.024 G_ID: 0.128 G_Rec: 0.434 D_GP: 0.052 D_real: 0.790 D_fake: 0.552 (epoch: 448, iters: 4030, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.848 G_ID: 0.112 G_Rec: 0.305 D_GP: 0.079 D_real: 0.350 D_fake: 0.994 (epoch: 448, iters: 4430, time: 0.064) G_GAN: 0.359 G_GAN_Feat: 0.994 G_ID: 0.121 G_Rec: 0.455 D_GP: 0.036 D_real: 1.001 D_fake: 0.643 (epoch: 448, iters: 4830, time: 0.064) G_GAN: -0.046 G_GAN_Feat: 0.799 G_ID: 0.092 G_Rec: 0.333 D_GP: 0.061 D_real: 0.792 D_fake: 1.046 (epoch: 448, iters: 5230, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 1.029 G_ID: 0.133 G_Rec: 0.434 D_GP: 0.180 D_real: 0.273 D_fake: 0.800 (epoch: 448, iters: 5630, time: 0.063) G_GAN: 0.113 G_GAN_Feat: 0.747 G_ID: 0.090 G_Rec: 0.296 D_GP: 0.033 D_real: 0.792 D_fake: 0.888 (epoch: 448, iters: 6030, time: 0.063) G_GAN: 0.386 G_GAN_Feat: 1.100 G_ID: 0.131 G_Rec: 0.485 D_GP: 0.043 D_real: 0.940 D_fake: 0.619 (epoch: 448, iters: 6430, time: 0.063) G_GAN: 0.388 G_GAN_Feat: 0.757 G_ID: 0.096 G_Rec: 0.315 D_GP: 0.030 D_real: 1.162 D_fake: 0.614 (epoch: 448, iters: 6830, time: 0.064) G_GAN: 0.956 G_GAN_Feat: 1.229 G_ID: 0.121 G_Rec: 0.461 D_GP: 0.071 D_real: 0.469 D_fake: 0.193 (epoch: 448, iters: 7230, time: 0.063) G_GAN: 0.158 G_GAN_Feat: 0.747 G_ID: 0.090 G_Rec: 0.329 D_GP: 0.029 D_real: 1.080 D_fake: 0.842 (epoch: 448, iters: 7630, time: 0.063) G_GAN: 0.050 G_GAN_Feat: 0.968 G_ID: 0.115 G_Rec: 0.429 D_GP: 0.036 D_real: 0.755 D_fake: 0.950 (epoch: 448, iters: 8030, time: 0.063) G_GAN: -0.038 G_GAN_Feat: 0.858 G_ID: 0.110 G_Rec: 0.316 D_GP: 0.045 D_real: 0.657 D_fake: 1.038 (epoch: 448, iters: 8430, time: 0.064) G_GAN: 0.674 G_GAN_Feat: 0.941 G_ID: 0.135 G_Rec: 0.354 D_GP: 0.041 D_real: 1.109 D_fake: 0.343 (epoch: 449, iters: 222, time: 0.064) G_GAN: 0.652 G_GAN_Feat: 0.769 G_ID: 0.097 G_Rec: 0.328 D_GP: 0.045 D_real: 1.480 D_fake: 0.379 (epoch: 449, iters: 622, time: 0.064) G_GAN: 0.516 G_GAN_Feat: 0.947 G_ID: 0.118 G_Rec: 0.439 D_GP: 0.033 D_real: 1.008 D_fake: 0.499 (epoch: 449, iters: 1022, time: 0.064) G_GAN: 0.301 G_GAN_Feat: 0.730 G_ID: 0.116 G_Rec: 0.295 D_GP: 0.033 D_real: 1.142 D_fake: 0.699 (epoch: 449, iters: 1422, time: 0.064) G_GAN: 0.771 G_GAN_Feat: 1.042 G_ID: 0.119 G_Rec: 0.461 D_GP: 0.048 D_real: 1.159 D_fake: 0.274 (epoch: 449, iters: 1822, time: 0.063) G_GAN: 0.289 G_GAN_Feat: 0.806 G_ID: 0.105 G_Rec: 0.322 D_GP: 0.067 D_real: 0.844 D_fake: 0.716 (epoch: 449, iters: 2222, time: 0.063) G_GAN: 0.686 G_GAN_Feat: 1.162 G_ID: 0.123 G_Rec: 0.435 D_GP: 0.748 D_real: 0.494 D_fake: 0.343 (epoch: 449, iters: 2622, time: 0.063) G_GAN: 0.168 G_GAN_Feat: 0.943 G_ID: 0.096 G_Rec: 0.339 D_GP: 0.766 D_real: 0.371 D_fake: 0.838 (epoch: 449, iters: 3022, time: 0.064) G_GAN: 0.605 G_GAN_Feat: 1.038 G_ID: 0.145 G_Rec: 0.445 D_GP: 0.035 D_real: 0.957 D_fake: 0.427 (epoch: 449, iters: 3422, time: 0.063) G_GAN: 0.429 G_GAN_Feat: 0.733 G_ID: 0.106 G_Rec: 0.268 D_GP: 0.035 D_real: 1.241 D_fake: 0.571 (epoch: 449, iters: 3822, time: 0.063) G_GAN: 0.192 G_GAN_Feat: 0.930 G_ID: 0.131 G_Rec: 0.483 D_GP: 0.031 D_real: 0.835 D_fake: 0.810 (epoch: 449, iters: 4222, time: 0.063) G_GAN: -0.063 G_GAN_Feat: 0.752 G_ID: 0.090 G_Rec: 0.297 D_GP: 0.055 D_real: 0.632 D_fake: 1.063 (epoch: 449, iters: 4622, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.955 G_ID: 0.138 G_Rec: 0.417 D_GP: 0.038 D_real: 0.948 D_fake: 0.651 (epoch: 449, iters: 5022, time: 0.063) G_GAN: 0.054 G_GAN_Feat: 0.879 G_ID: 0.107 G_Rec: 0.336 D_GP: 0.130 D_real: 0.340 D_fake: 0.947 (epoch: 449, iters: 5422, time: 0.063) G_GAN: 0.565 G_GAN_Feat: 1.059 G_ID: 0.110 G_Rec: 0.487 D_GP: 0.044 D_real: 0.784 D_fake: 0.445 (epoch: 449, iters: 5822, time: 0.063) G_GAN: -0.012 G_GAN_Feat: 0.763 G_ID: 0.111 G_Rec: 0.287 D_GP: 0.034 D_real: 0.789 D_fake: 1.014 (epoch: 449, iters: 6222, time: 0.064) G_GAN: 0.638 G_GAN_Feat: 0.947 G_ID: 0.123 G_Rec: 0.449 D_GP: 0.042 D_real: 1.353 D_fake: 0.392 (epoch: 449, iters: 6622, time: 0.063) G_GAN: 0.179 G_GAN_Feat: 0.682 G_ID: 0.099 G_Rec: 0.275 D_GP: 0.028 D_real: 1.141 D_fake: 0.821 (epoch: 449, iters: 7022, time: 0.063) G_GAN: 0.325 G_GAN_Feat: 0.852 G_ID: 0.117 G_Rec: 0.359 D_GP: 0.033 D_real: 1.079 D_fake: 0.676 (epoch: 449, iters: 7422, time: 0.063) G_GAN: 0.218 G_GAN_Feat: 0.738 G_ID: 0.093 G_Rec: 0.304 D_GP: 0.031 D_real: 1.124 D_fake: 0.783 (epoch: 449, iters: 7822, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 1.022 G_ID: 0.131 G_Rec: 0.465 D_GP: 0.067 D_real: 0.752 D_fake: 0.658 (epoch: 449, iters: 8222, time: 0.063) G_GAN: 0.242 G_GAN_Feat: 0.866 G_ID: 0.113 G_Rec: 0.377 D_GP: 0.223 D_real: 0.752 D_fake: 0.765 (epoch: 449, iters: 8622, time: 0.063) G_GAN: 0.498 G_GAN_Feat: 0.936 G_ID: 0.130 G_Rec: 0.425 D_GP: 0.033 D_real: 1.152 D_fake: 0.507 (epoch: 450, iters: 414, time: 0.063) G_GAN: -0.158 G_GAN_Feat: 0.748 G_ID: 0.116 G_Rec: 0.315 D_GP: 0.038 D_real: 0.656 D_fake: 1.158 (epoch: 450, iters: 814, time: 0.064) G_GAN: 0.616 G_GAN_Feat: 0.930 G_ID: 0.129 G_Rec: 0.445 D_GP: 0.033 D_real: 1.230 D_fake: 0.417 (epoch: 450, iters: 1214, time: 0.063) G_GAN: 0.158 G_GAN_Feat: 0.851 G_ID: 0.134 G_Rec: 0.330 D_GP: 0.053 D_real: 0.673 D_fake: 0.842 (epoch: 450, iters: 1614, time: 0.063) G_GAN: 0.694 G_GAN_Feat: 1.133 G_ID: 0.103 G_Rec: 0.454 D_GP: 0.079 D_real: 0.648 D_fake: 0.329 (epoch: 450, iters: 2014, time: 0.063) G_GAN: 0.423 G_GAN_Feat: 0.873 G_ID: 0.098 G_Rec: 0.328 D_GP: 0.036 D_real: 0.937 D_fake: 0.581 (epoch: 450, iters: 2414, time: 0.064) G_GAN: 0.716 G_GAN_Feat: 0.886 G_ID: 0.110 G_Rec: 0.394 D_GP: 0.080 D_real: 1.279 D_fake: 0.397 (epoch: 450, iters: 2814, time: 0.063) G_GAN: 0.068 G_GAN_Feat: 0.742 G_ID: 0.091 G_Rec: 0.306 D_GP: 0.032 D_real: 0.938 D_fake: 0.932 (epoch: 450, iters: 3214, time: 0.063) G_GAN: 0.392 G_GAN_Feat: 0.967 G_ID: 0.156 G_Rec: 0.421 D_GP: 0.037 D_real: 0.964 D_fake: 0.610 (epoch: 450, iters: 3614, time: 0.063) G_GAN: 0.256 G_GAN_Feat: 0.720 G_ID: 0.103 G_Rec: 0.288 D_GP: 0.033 D_real: 1.177 D_fake: 0.745 (epoch: 450, iters: 4014, time: 0.064) G_GAN: 0.544 G_GAN_Feat: 0.978 G_ID: 0.111 G_Rec: 0.449 D_GP: 0.036 D_real: 1.233 D_fake: 0.460 (epoch: 450, iters: 4414, time: 0.063) G_GAN: 0.430 G_GAN_Feat: 0.716 G_ID: 0.079 G_Rec: 0.272 D_GP: 0.025 D_real: 1.304 D_fake: 0.571 (epoch: 450, iters: 4814, time: 0.063) G_GAN: 0.833 G_GAN_Feat: 1.063 G_ID: 0.128 G_Rec: 0.403 D_GP: 0.048 D_real: 1.121 D_fake: 0.203 (epoch: 450, iters: 5214, time: 0.063) G_GAN: 0.312 G_GAN_Feat: 0.900 G_ID: 0.091 G_Rec: 0.327 D_GP: 0.040 D_real: 0.600 D_fake: 0.688 (epoch: 450, iters: 5614, time: 0.064) G_GAN: 0.812 G_GAN_Feat: 0.911 G_ID: 0.109 G_Rec: 0.419 D_GP: 0.027 D_real: 1.513 D_fake: 0.279 (epoch: 450, iters: 6014, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.788 G_ID: 0.087 G_Rec: 0.324 D_GP: 0.039 D_real: 1.079 D_fake: 0.651 (epoch: 450, iters: 6414, time: 0.063) G_GAN: 0.649 G_GAN_Feat: 1.042 G_ID: 0.109 G_Rec: 0.460 D_GP: 0.044 D_real: 1.218 D_fake: 0.378 (epoch: 450, iters: 6814, time: 0.063) G_GAN: 0.420 G_GAN_Feat: 0.689 G_ID: 0.092 G_Rec: 0.281 D_GP: 0.027 D_real: 1.272 D_fake: 0.581 (epoch: 450, iters: 7214, time: 0.064) G_GAN: 0.712 G_GAN_Feat: 0.958 G_ID: 0.127 G_Rec: 0.388 D_GP: 0.069 D_real: 1.002 D_fake: 0.306 (epoch: 450, iters: 7614, time: 0.063) G_GAN: 0.281 G_GAN_Feat: 0.785 G_ID: 0.096 G_Rec: 0.300 D_GP: 0.030 D_real: 0.946 D_fake: 0.719 (epoch: 450, iters: 8014, time: 0.063) G_GAN: 0.675 G_GAN_Feat: 1.119 G_ID: 0.123 G_Rec: 0.420 D_GP: 0.059 D_real: 0.604 D_fake: 0.356 (epoch: 450, iters: 8414, time: 0.063) G_GAN: 0.547 G_GAN_Feat: 0.956 G_ID: 0.101 G_Rec: 0.337 D_GP: 0.091 D_real: 0.629 D_fake: 0.522 (epoch: 451, iters: 206, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.867 G_ID: 0.131 G_Rec: 0.411 D_GP: 0.031 D_real: 1.075 D_fake: 0.647 (epoch: 451, iters: 606, time: 0.063) G_GAN: 0.222 G_GAN_Feat: 0.659 G_ID: 0.096 G_Rec: 0.280 D_GP: 0.026 D_real: 1.208 D_fake: 0.778 (epoch: 451, iters: 1006, time: 0.063) G_GAN: 0.358 G_GAN_Feat: 0.981 G_ID: 0.113 G_Rec: 0.443 D_GP: 0.037 D_real: 0.979 D_fake: 0.649 (epoch: 451, iters: 1406, time: 0.063) G_GAN: -0.209 G_GAN_Feat: 0.712 G_ID: 0.118 G_Rec: 0.359 D_GP: 0.032 D_real: 0.731 D_fake: 1.209 (epoch: 451, iters: 1806, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.884 G_ID: 0.122 G_Rec: 0.396 D_GP: 0.043 D_real: 0.769 D_fake: 0.871 (epoch: 451, iters: 2206, time: 0.063) G_GAN: -0.086 G_GAN_Feat: 0.755 G_ID: 0.121 G_Rec: 0.321 D_GP: 0.042 D_real: 0.565 D_fake: 1.086 (epoch: 451, iters: 2606, time: 0.063) G_GAN: 0.088 G_GAN_Feat: 0.970 G_ID: 0.117 G_Rec: 0.430 D_GP: 0.053 D_real: 0.581 D_fake: 0.912 (epoch: 451, iters: 3006, time: 0.063) G_GAN: 0.248 G_GAN_Feat: 0.791 G_ID: 0.082 G_Rec: 0.300 D_GP: 0.080 D_real: 0.794 D_fake: 0.757 (epoch: 451, iters: 3406, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.997 G_ID: 0.113 G_Rec: 0.452 D_GP: 0.035 D_real: 0.984 D_fake: 0.637 (epoch: 451, iters: 3806, time: 0.063) G_GAN: 0.264 G_GAN_Feat: 0.723 G_ID: 0.098 G_Rec: 0.317 D_GP: 0.038 D_real: 1.151 D_fake: 0.736 (epoch: 451, iters: 4206, time: 0.063) G_GAN: 0.463 G_GAN_Feat: 0.956 G_ID: 0.117 G_Rec: 0.417 D_GP: 0.054 D_real: 0.938 D_fake: 0.546 (epoch: 451, iters: 4606, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.763 G_ID: 0.089 G_Rec: 0.308 D_GP: 0.064 D_real: 0.858 D_fake: 0.747 (epoch: 451, iters: 5006, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 1.044 G_ID: 0.112 G_Rec: 0.455 D_GP: 0.097 D_real: 0.599 D_fake: 0.508 (epoch: 451, iters: 5406, time: 0.063) G_GAN: 0.298 G_GAN_Feat: 0.988 G_ID: 0.113 G_Rec: 0.388 D_GP: 0.149 D_real: 0.320 D_fake: 0.723 (epoch: 451, iters: 5806, time: 0.063) G_GAN: 0.432 G_GAN_Feat: 1.177 G_ID: 0.115 G_Rec: 0.471 D_GP: 0.080 D_real: 0.422 D_fake: 0.568 (epoch: 451, iters: 6206, time: 0.063) G_GAN: 0.072 G_GAN_Feat: 0.942 G_ID: 0.126 G_Rec: 0.347 D_GP: 0.141 D_real: 0.234 D_fake: 0.932 (epoch: 451, iters: 6606, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 1.001 G_ID: 0.147 G_Rec: 0.453 D_GP: 0.052 D_real: 0.673 D_fake: 0.724 (epoch: 451, iters: 7006, time: 0.063) G_GAN: 0.078 G_GAN_Feat: 0.776 G_ID: 0.107 G_Rec: 0.287 D_GP: 0.065 D_real: 0.748 D_fake: 0.924 (epoch: 451, iters: 7406, time: 0.063) G_GAN: 0.609 G_GAN_Feat: 1.211 G_ID: 0.109 G_Rec: 0.473 D_GP: 0.049 D_real: 0.603 D_fake: 0.407 (epoch: 451, iters: 7806, time: 0.063) G_GAN: 0.249 G_GAN_Feat: 0.723 G_ID: 0.090 G_Rec: 0.291 D_GP: 0.029 D_real: 1.132 D_fake: 0.751 (epoch: 451, iters: 8206, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 1.003 G_ID: 0.129 G_Rec: 0.440 D_GP: 0.047 D_real: 0.866 D_fake: 0.631 (epoch: 451, iters: 8606, time: 0.063) G_GAN: 0.166 G_GAN_Feat: 0.902 G_ID: 0.093 G_Rec: 0.358 D_GP: 0.186 D_real: 0.555 D_fake: 0.841 (epoch: 452, iters: 398, time: 0.063) G_GAN: 0.602 G_GAN_Feat: 1.172 G_ID: 0.126 G_Rec: 0.459 D_GP: 0.073 D_real: 0.292 D_fake: 0.405 (epoch: 452, iters: 798, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 0.907 G_ID: 0.092 G_Rec: 0.324 D_GP: 0.067 D_real: 0.709 D_fake: 0.525 (epoch: 452, iters: 1198, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 1.089 G_ID: 0.129 G_Rec: 0.465 D_GP: 0.040 D_real: 0.608 D_fake: 0.552 (epoch: 452, iters: 1598, time: 0.063) G_GAN: 0.190 G_GAN_Feat: 0.735 G_ID: 0.090 G_Rec: 0.290 D_GP: 0.027 D_real: 1.056 D_fake: 0.810 (epoch: 452, iters: 1998, time: 0.064) G_GAN: 0.679 G_GAN_Feat: 1.083 G_ID: 0.120 G_Rec: 0.455 D_GP: 0.048 D_real: 0.846 D_fake: 0.354 (epoch: 452, iters: 2398, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 1.104 G_ID: 0.095 G_Rec: 0.352 D_GP: 0.224 D_real: 0.415 D_fake: 0.645 (epoch: 452, iters: 2798, time: 0.064) G_GAN: 1.045 G_GAN_Feat: 1.166 G_ID: 0.110 G_Rec: 0.442 D_GP: 0.091 D_real: 0.887 D_fake: 0.111 (epoch: 452, iters: 3198, time: 0.064) G_GAN: 0.092 G_GAN_Feat: 0.839 G_ID: 0.087 G_Rec: 0.293 D_GP: 0.044 D_real: 0.645 D_fake: 0.908 (epoch: 452, iters: 3598, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 1.020 G_ID: 0.119 G_Rec: 0.408 D_GP: 0.049 D_real: 0.658 D_fake: 0.446 (epoch: 452, iters: 3998, time: 0.063) G_GAN: 0.492 G_GAN_Feat: 0.776 G_ID: 0.092 G_Rec: 0.283 D_GP: 0.041 D_real: 1.099 D_fake: 0.524 (epoch: 452, iters: 4398, time: 0.064) G_GAN: 0.237 G_GAN_Feat: 0.926 G_ID: 0.113 G_Rec: 0.431 D_GP: 0.029 D_real: 0.896 D_fake: 0.766 (epoch: 452, iters: 4798, time: 0.063) G_GAN: 0.169 G_GAN_Feat: 0.741 G_ID: 0.088 G_Rec: 0.302 D_GP: 0.099 D_real: 0.970 D_fake: 0.832 (epoch: 452, iters: 5198, time: 0.063) G_GAN: 0.505 G_GAN_Feat: 1.003 G_ID: 0.129 G_Rec: 0.408 D_GP: 0.039 D_real: 0.927 D_fake: 0.503 (epoch: 452, iters: 5598, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.738 G_ID: 0.089 G_Rec: 0.310 D_GP: 0.033 D_real: 1.339 D_fake: 0.643 (epoch: 452, iters: 5998, time: 0.064) G_GAN: 0.640 G_GAN_Feat: 1.038 G_ID: 0.116 G_Rec: 0.415 D_GP: 0.064 D_real: 0.529 D_fake: 0.375 (epoch: 452, iters: 6398, time: 0.063) G_GAN: 0.081 G_GAN_Feat: 0.708 G_ID: 0.096 G_Rec: 0.326 D_GP: 0.034 D_real: 0.868 D_fake: 0.919 (epoch: 452, iters: 6798, time: 0.063) G_GAN: 0.439 G_GAN_Feat: 1.017 G_ID: 0.125 G_Rec: 0.432 D_GP: 0.085 D_real: 0.741 D_fake: 0.584 (epoch: 452, iters: 7198, time: 0.063) G_GAN: -0.148 G_GAN_Feat: 0.798 G_ID: 0.095 G_Rec: 0.326 D_GP: 0.037 D_real: 0.724 D_fake: 1.148 (epoch: 452, iters: 7598, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 0.943 G_ID: 0.135 G_Rec: 0.414 D_GP: 0.046 D_real: 0.796 D_fake: 0.809 (epoch: 452, iters: 7998, time: 0.063) G_GAN: -0.047 G_GAN_Feat: 0.732 G_ID: 0.081 G_Rec: 0.291 D_GP: 0.055 D_real: 0.840 D_fake: 1.047 (epoch: 452, iters: 8398, time: 0.063) G_GAN: 0.517 G_GAN_Feat: 1.036 G_ID: 0.116 G_Rec: 0.458 D_GP: 0.045 D_real: 0.936 D_fake: 0.498 (epoch: 453, iters: 190, time: 0.063) G_GAN: 0.296 G_GAN_Feat: 0.772 G_ID: 0.096 G_Rec: 0.301 D_GP: 0.038 D_real: 1.136 D_fake: 0.705 (epoch: 453, iters: 590, time: 0.063) G_GAN: 0.379 G_GAN_Feat: 0.931 G_ID: 0.116 G_Rec: 0.424 D_GP: 0.033 D_real: 1.096 D_fake: 0.621 (epoch: 453, iters: 990, time: 0.063) G_GAN: 0.298 G_GAN_Feat: 0.858 G_ID: 0.090 G_Rec: 0.335 D_GP: 0.059 D_real: 0.833 D_fake: 0.702 (epoch: 453, iters: 1390, time: 0.063) G_GAN: 0.452 G_GAN_Feat: 1.078 G_ID: 0.098 G_Rec: 0.470 D_GP: 0.051 D_real: 0.769 D_fake: 0.551 (epoch: 453, iters: 1790, time: 0.064) G_GAN: 0.283 G_GAN_Feat: 0.894 G_ID: 0.107 G_Rec: 0.334 D_GP: 0.037 D_real: 0.750 D_fake: 0.717 (epoch: 453, iters: 2190, time: 0.063) G_GAN: 0.861 G_GAN_Feat: 1.103 G_ID: 0.122 G_Rec: 0.478 D_GP: 0.076 D_real: 0.714 D_fake: 0.233 (epoch: 453, iters: 2590, time: 0.063) G_GAN: 0.131 G_GAN_Feat: 0.720 G_ID: 0.084 G_Rec: 0.306 D_GP: 0.032 D_real: 1.057 D_fake: 0.869 (epoch: 453, iters: 2990, time: 0.063) G_GAN: 0.432 G_GAN_Feat: 0.929 G_ID: 0.124 G_Rec: 0.449 D_GP: 0.041 D_real: 1.066 D_fake: 0.587 (epoch: 453, iters: 3390, time: 0.064) G_GAN: -0.082 G_GAN_Feat: 0.625 G_ID: 0.100 G_Rec: 0.276 D_GP: 0.032 D_real: 0.764 D_fake: 1.082 (epoch: 453, iters: 3790, time: 0.063) G_GAN: 0.197 G_GAN_Feat: 0.922 G_ID: 0.110 G_Rec: 0.412 D_GP: 0.034 D_real: 0.823 D_fake: 0.804 (epoch: 453, iters: 4190, time: 0.063) G_GAN: 0.038 G_GAN_Feat: 0.755 G_ID: 0.103 G_Rec: 0.318 D_GP: 0.052 D_real: 0.818 D_fake: 0.962 (epoch: 453, iters: 4590, time: 0.063) G_GAN: 0.228 G_GAN_Feat: 1.014 G_ID: 0.115 G_Rec: 0.478 D_GP: 0.043 D_real: 0.722 D_fake: 0.774 (epoch: 453, iters: 4990, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.714 G_ID: 0.080 G_Rec: 0.292 D_GP: 0.037 D_real: 1.091 D_fake: 0.724 (epoch: 453, iters: 5390, time: 0.063) G_GAN: 0.237 G_GAN_Feat: 0.907 G_ID: 0.121 G_Rec: 0.407 D_GP: 0.028 D_real: 1.087 D_fake: 0.763 (epoch: 453, iters: 5790, time: 0.063) G_GAN: 0.182 G_GAN_Feat: 0.728 G_ID: 0.107 G_Rec: 0.281 D_GP: 0.033 D_real: 1.101 D_fake: 0.818 (epoch: 453, iters: 6190, time: 0.063) G_GAN: 0.377 G_GAN_Feat: 0.995 G_ID: 0.125 G_Rec: 0.427 D_GP: 0.072 D_real: 0.793 D_fake: 0.625 (epoch: 453, iters: 6590, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.859 G_ID: 0.104 G_Rec: 0.330 D_GP: 0.064 D_real: 0.850 D_fake: 0.735 (epoch: 453, iters: 6990, time: 0.063) G_GAN: 0.563 G_GAN_Feat: 0.970 G_ID: 0.120 G_Rec: 0.445 D_GP: 0.032 D_real: 1.151 D_fake: 0.448 (epoch: 453, iters: 7390, time: 0.063) G_GAN: 0.157 G_GAN_Feat: 0.774 G_ID: 0.106 G_Rec: 0.317 D_GP: 0.033 D_real: 0.907 D_fake: 0.843 (epoch: 453, iters: 7790, time: 0.063) G_GAN: 0.657 G_GAN_Feat: 1.036 G_ID: 0.121 G_Rec: 0.465 D_GP: 0.037 D_real: 1.157 D_fake: 0.355 (epoch: 453, iters: 8190, time: 0.064) G_GAN: 0.255 G_GAN_Feat: 0.875 G_ID: 0.116 G_Rec: 0.350 D_GP: 0.075 D_real: 0.639 D_fake: 0.752 (epoch: 453, iters: 8590, time: 0.063) G_GAN: 0.750 G_GAN_Feat: 1.182 G_ID: 0.122 G_Rec: 0.476 D_GP: 0.073 D_real: 0.651 D_fake: 0.274 (epoch: 454, iters: 382, time: 0.063) G_GAN: -0.017 G_GAN_Feat: 0.883 G_ID: 0.110 G_Rec: 0.339 D_GP: 0.039 D_real: 0.375 D_fake: 1.017 (epoch: 454, iters: 782, time: 0.063) G_GAN: 0.324 G_GAN_Feat: 0.948 G_ID: 0.124 G_Rec: 0.389 D_GP: 0.037 D_real: 0.900 D_fake: 0.677 (epoch: 454, iters: 1182, time: 0.064) G_GAN: 0.349 G_GAN_Feat: 0.737 G_ID: 0.078 G_Rec: 0.326 D_GP: 0.029 D_real: 1.211 D_fake: 0.651 (epoch: 454, iters: 1582, time: 0.063) G_GAN: 0.629 G_GAN_Feat: 0.850 G_ID: 0.110 G_Rec: 0.383 D_GP: 0.042 D_real: 1.296 D_fake: 0.403 (epoch: 454, iters: 1982, time: 0.063) G_GAN: 0.090 G_GAN_Feat: 0.751 G_ID: 0.090 G_Rec: 0.330 D_GP: 0.036 D_real: 0.881 D_fake: 0.910 (epoch: 454, iters: 2382, time: 0.063) G_GAN: 0.545 G_GAN_Feat: 1.022 G_ID: 0.110 G_Rec: 0.410 D_GP: 0.035 D_real: 1.092 D_fake: 0.464 (epoch: 454, iters: 2782, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 0.697 G_ID: 0.079 G_Rec: 0.293 D_GP: 0.032 D_real: 0.953 D_fake: 0.894 (epoch: 454, iters: 3182, time: 0.063) G_GAN: 0.353 G_GAN_Feat: 1.042 G_ID: 0.111 G_Rec: 0.464 D_GP: 0.055 D_real: 0.930 D_fake: 0.649 (epoch: 454, iters: 3582, time: 0.063) G_GAN: 0.527 G_GAN_Feat: 0.751 G_ID: 0.095 G_Rec: 0.330 D_GP: 0.037 D_real: 1.406 D_fake: 0.477 (epoch: 454, iters: 3982, time: 0.063) G_GAN: 0.523 G_GAN_Feat: 0.894 G_ID: 0.132 G_Rec: 0.396 D_GP: 0.034 D_real: 1.143 D_fake: 0.487 (epoch: 454, iters: 4382, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.690 G_ID: 0.112 G_Rec: 0.341 D_GP: 0.031 D_real: 1.279 D_fake: 0.642 (epoch: 454, iters: 4782, time: 0.063) G_GAN: 0.362 G_GAN_Feat: 1.059 G_ID: 0.115 G_Rec: 0.472 D_GP: 0.090 D_real: 0.698 D_fake: 0.647 (epoch: 454, iters: 5182, time: 0.063) G_GAN: 0.344 G_GAN_Feat: 0.886 G_ID: 0.102 G_Rec: 0.299 D_GP: 0.072 D_real: 0.590 D_fake: 0.658 (epoch: 454, iters: 5582, time: 0.063) G_GAN: 0.421 G_GAN_Feat: 1.151 G_ID: 0.125 G_Rec: 0.471 D_GP: 0.672 D_real: 0.344 D_fake: 0.590 (epoch: 454, iters: 5982, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.925 G_ID: 0.085 G_Rec: 0.321 D_GP: 0.132 D_real: 0.324 D_fake: 0.679 (epoch: 454, iters: 6382, time: 0.063) G_GAN: 0.697 G_GAN_Feat: 1.006 G_ID: 0.119 G_Rec: 0.424 D_GP: 0.035 D_real: 1.197 D_fake: 0.316 (epoch: 454, iters: 6782, time: 0.063) G_GAN: 0.118 G_GAN_Feat: 0.817 G_ID: 0.094 G_Rec: 0.330 D_GP: 0.044 D_real: 0.796 D_fake: 0.882 (epoch: 454, iters: 7182, time: 0.063) G_GAN: 0.426 G_GAN_Feat: 0.936 G_ID: 0.126 G_Rec: 0.407 D_GP: 0.036 D_real: 1.076 D_fake: 0.582 (epoch: 454, iters: 7582, time: 0.064) G_GAN: 0.154 G_GAN_Feat: 0.821 G_ID: 0.100 G_Rec: 0.333 D_GP: 0.075 D_real: 0.720 D_fake: 0.847 (epoch: 454, iters: 7982, time: 0.063) G_GAN: 0.548 G_GAN_Feat: 1.156 G_ID: 0.119 G_Rec: 0.480 D_GP: 0.067 D_real: 0.442 D_fake: 0.466 (epoch: 454, iters: 8382, time: 0.063) G_GAN: 0.097 G_GAN_Feat: 0.708 G_ID: 0.095 G_Rec: 0.294 D_GP: 0.027 D_real: 0.977 D_fake: 0.903 (epoch: 455, iters: 174, time: 0.063) G_GAN: 0.863 G_GAN_Feat: 1.181 G_ID: 0.123 G_Rec: 0.457 D_GP: 0.091 D_real: 0.645 D_fake: 0.376 (epoch: 455, iters: 574, time: 0.064) G_GAN: 0.145 G_GAN_Feat: 0.784 G_ID: 0.110 G_Rec: 0.319 D_GP: 0.035 D_real: 0.965 D_fake: 0.855 (epoch: 455, iters: 974, time: 0.063) G_GAN: 0.609 G_GAN_Feat: 1.105 G_ID: 0.120 G_Rec: 0.447 D_GP: 0.051 D_real: 0.950 D_fake: 0.409 (epoch: 455, iters: 1374, time: 0.063) G_GAN: 0.118 G_GAN_Feat: 0.754 G_ID: 0.093 G_Rec: 0.320 D_GP: 0.036 D_real: 0.996 D_fake: 0.882 (epoch: 455, iters: 1774, time: 0.063) G_GAN: 0.689 G_GAN_Feat: 1.051 G_ID: 0.103 G_Rec: 0.489 D_GP: 0.036 D_real: 1.127 D_fake: 0.371 (epoch: 455, iters: 2174, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.833 G_ID: 0.088 G_Rec: 0.353 D_GP: 0.096 D_real: 0.808 D_fake: 0.690 (epoch: 455, iters: 2574, time: 0.063) G_GAN: 0.431 G_GAN_Feat: 1.051 G_ID: 0.136 G_Rec: 0.475 D_GP: 0.050 D_real: 0.759 D_fake: 0.582 (epoch: 455, iters: 2974, time: 0.063) G_GAN: 0.246 G_GAN_Feat: 1.074 G_ID: 0.095 G_Rec: 0.340 D_GP: 0.213 D_real: 0.301 D_fake: 0.756 (epoch: 455, iters: 3374, time: 0.063) G_GAN: 1.050 G_GAN_Feat: 1.150 G_ID: 0.128 G_Rec: 0.406 D_GP: 0.095 D_real: 0.853 D_fake: 0.234 (epoch: 455, iters: 3774, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 0.869 G_ID: 0.101 G_Rec: 0.327 D_GP: 0.050 D_real: 0.801 D_fake: 0.621 (epoch: 455, iters: 4174, time: 0.063) G_GAN: 0.664 G_GAN_Feat: 1.026 G_ID: 0.123 G_Rec: 0.479 D_GP: 0.035 D_real: 1.279 D_fake: 0.400 (epoch: 455, iters: 4574, time: 0.063) G_GAN: -0.041 G_GAN_Feat: 0.749 G_ID: 0.106 G_Rec: 0.321 D_GP: 0.039 D_real: 0.749 D_fake: 1.041 (epoch: 455, iters: 4974, time: 0.063) G_GAN: 0.718 G_GAN_Feat: 0.996 G_ID: 0.106 G_Rec: 0.422 D_GP: 0.054 D_real: 1.200 D_fake: 0.310 (epoch: 455, iters: 5374, time: 0.064) G_GAN: 0.572 G_GAN_Feat: 0.809 G_ID: 0.099 G_Rec: 0.303 D_GP: 0.087 D_real: 1.164 D_fake: 0.437 (epoch: 455, iters: 5774, time: 0.063) G_GAN: 0.816 G_GAN_Feat: 1.038 G_ID: 0.125 G_Rec: 0.427 D_GP: 0.043 D_real: 1.259 D_fake: 0.313 (epoch: 455, iters: 6174, time: 0.063) G_GAN: 0.465 G_GAN_Feat: 0.772 G_ID: 0.102 G_Rec: 0.297 D_GP: 0.036 D_real: 1.273 D_fake: 0.544 (epoch: 455, iters: 6574, time: 0.063) G_GAN: 0.454 G_GAN_Feat: 1.150 G_ID: 0.127 G_Rec: 0.468 D_GP: 0.066 D_real: 0.543 D_fake: 0.559 (epoch: 455, iters: 6974, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.778 G_ID: 0.100 G_Rec: 0.345 D_GP: 0.034 D_real: 1.052 D_fake: 0.764 (epoch: 455, iters: 7374, time: 0.063) G_GAN: 0.141 G_GAN_Feat: 0.897 G_ID: 0.134 G_Rec: 0.440 D_GP: 0.041 D_real: 0.834 D_fake: 0.860 (epoch: 455, iters: 7774, time: 0.063) G_GAN: 0.167 G_GAN_Feat: 0.723 G_ID: 0.092 G_Rec: 0.317 D_GP: 0.037 D_real: 1.072 D_fake: 0.834 (epoch: 455, iters: 8174, time: 0.063) G_GAN: 0.369 G_GAN_Feat: 0.922 G_ID: 0.104 G_Rec: 0.433 D_GP: 0.069 D_real: 1.028 D_fake: 0.636 (epoch: 455, iters: 8574, time: 0.064) G_GAN: -0.033 G_GAN_Feat: 0.754 G_ID: 0.118 G_Rec: 0.329 D_GP: 0.042 D_real: 0.747 D_fake: 1.033 (epoch: 456, iters: 366, time: 0.063) G_GAN: 0.385 G_GAN_Feat: 0.931 G_ID: 0.116 G_Rec: 0.423 D_GP: 0.045 D_real: 0.900 D_fake: 0.621 (epoch: 456, iters: 766, time: 0.063) G_GAN: 0.242 G_GAN_Feat: 0.645 G_ID: 0.107 G_Rec: 0.299 D_GP: 0.028 D_real: 1.126 D_fake: 0.759 (epoch: 456, iters: 1166, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 0.893 G_ID: 0.122 G_Rec: 0.402 D_GP: 0.048 D_real: 1.078 D_fake: 0.528 (epoch: 456, iters: 1566, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.769 G_ID: 0.091 G_Rec: 0.316 D_GP: 0.060 D_real: 1.007 D_fake: 0.764 (epoch: 456, iters: 1966, time: 0.063) G_GAN: 0.512 G_GAN_Feat: 0.925 G_ID: 0.115 G_Rec: 0.402 D_GP: 0.028 D_real: 1.152 D_fake: 0.492 (epoch: 456, iters: 2366, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 0.930 G_ID: 0.087 G_Rec: 0.347 D_GP: 0.162 D_real: 0.510 D_fake: 0.660 (epoch: 456, iters: 2766, time: 0.064) G_GAN: 0.141 G_GAN_Feat: 1.048 G_ID: 0.135 G_Rec: 0.461 D_GP: 0.036 D_real: 0.868 D_fake: 0.861 (epoch: 456, iters: 3166, time: 0.064) G_GAN: -0.067 G_GAN_Feat: 0.737 G_ID: 0.124 G_Rec: 0.342 D_GP: 0.029 D_real: 0.840 D_fake: 1.067 (epoch: 456, iters: 3566, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.890 G_ID: 0.122 G_Rec: 0.419 D_GP: 0.033 D_real: 0.838 D_fake: 0.835 (epoch: 456, iters: 3966, time: 0.063) G_GAN: -0.153 G_GAN_Feat: 0.728 G_ID: 0.102 G_Rec: 0.327 D_GP: 0.035 D_real: 0.704 D_fake: 1.153 (epoch: 456, iters: 4366, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.937 G_ID: 0.123 G_Rec: 0.426 D_GP: 0.040 D_real: 0.889 D_fake: 0.708 (epoch: 456, iters: 4766, time: 0.064) G_GAN: 0.130 G_GAN_Feat: 0.641 G_ID: 0.097 G_Rec: 0.269 D_GP: 0.035 D_real: 1.053 D_fake: 0.872 (epoch: 456, iters: 5166, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.991 G_ID: 0.113 G_Rec: 0.459 D_GP: 0.060 D_real: 0.566 D_fake: 0.808 (epoch: 456, iters: 5566, time: 0.064) G_GAN: -0.027 G_GAN_Feat: 0.670 G_ID: 0.107 G_Rec: 0.287 D_GP: 0.041 D_real: 0.813 D_fake: 1.030 (epoch: 456, iters: 5966, time: 0.064) G_GAN: 0.361 G_GAN_Feat: 1.002 G_ID: 0.118 G_Rec: 0.459 D_GP: 0.052 D_real: 0.750 D_fake: 0.648 (epoch: 456, iters: 6366, time: 0.064) G_GAN: -0.178 G_GAN_Feat: 0.789 G_ID: 0.105 G_Rec: 0.347 D_GP: 0.070 D_real: 0.464 D_fake: 1.178 (epoch: 456, iters: 6766, time: 0.064) G_GAN: 0.456 G_GAN_Feat: 1.039 G_ID: 0.120 G_Rec: 0.415 D_GP: 0.063 D_real: 0.743 D_fake: 0.549 (epoch: 456, iters: 7166, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.827 G_ID: 0.085 G_Rec: 0.331 D_GP: 0.047 D_real: 0.866 D_fake: 0.758 (epoch: 456, iters: 7566, time: 0.064) G_GAN: 0.609 G_GAN_Feat: 1.169 G_ID: 0.138 G_Rec: 0.479 D_GP: 0.073 D_real: 0.324 D_fake: 0.442 (epoch: 456, iters: 7966, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.762 G_ID: 0.088 G_Rec: 0.304 D_GP: 0.036 D_real: 1.181 D_fake: 0.725 (epoch: 456, iters: 8366, time: 0.064) G_GAN: 0.854 G_GAN_Feat: 1.106 G_ID: 0.115 G_Rec: 0.503 D_GP: 0.055 D_real: 1.121 D_fake: 0.221 (epoch: 457, iters: 158, time: 0.064) G_GAN: 0.499 G_GAN_Feat: 0.947 G_ID: 0.099 G_Rec: 0.333 D_GP: 0.046 D_real: 0.573 D_fake: 0.520 (epoch: 457, iters: 558, time: 0.064) G_GAN: 0.251 G_GAN_Feat: 0.904 G_ID: 0.104 G_Rec: 0.449 D_GP: 0.030 D_real: 1.006 D_fake: 0.751 (epoch: 457, iters: 958, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.680 G_ID: 0.098 G_Rec: 0.300 D_GP: 0.029 D_real: 0.943 D_fake: 0.923 (epoch: 457, iters: 1358, time: 0.063) G_GAN: 0.477 G_GAN_Feat: 0.965 G_ID: 0.122 G_Rec: 0.417 D_GP: 0.039 D_real: 1.033 D_fake: 0.526 (epoch: 457, iters: 1758, time: 0.063) G_GAN: 0.095 G_GAN_Feat: 0.656 G_ID: 0.093 G_Rec: 0.267 D_GP: 0.038 D_real: 0.967 D_fake: 0.905 (epoch: 457, iters: 2158, time: 0.063) G_GAN: 0.476 G_GAN_Feat: 0.987 G_ID: 0.112 G_Rec: 0.444 D_GP: 0.037 D_real: 1.024 D_fake: 0.526 (epoch: 457, iters: 2558, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.775 G_ID: 0.099 G_Rec: 0.279 D_GP: 0.066 D_real: 0.730 D_fake: 0.889 (epoch: 457, iters: 2958, time: 0.063) G_GAN: 0.647 G_GAN_Feat: 1.095 G_ID: 0.113 G_Rec: 0.470 D_GP: 0.048 D_real: 0.950 D_fake: 0.482 (epoch: 457, iters: 3358, time: 0.063) G_GAN: 0.339 G_GAN_Feat: 0.671 G_ID: 0.124 G_Rec: 0.335 D_GP: 0.044 D_real: 1.275 D_fake: 0.663 (epoch: 457, iters: 3758, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 0.809 G_ID: 0.112 G_Rec: 0.391 D_GP: 0.029 D_real: 1.123 D_fake: 0.531 (epoch: 457, iters: 4158, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.714 G_ID: 0.107 G_Rec: 0.319 D_GP: 0.040 D_real: 1.097 D_fake: 0.781 (epoch: 457, iters: 4558, time: 0.063) G_GAN: 0.359 G_GAN_Feat: 0.822 G_ID: 0.117 G_Rec: 0.398 D_GP: 0.029 D_real: 1.077 D_fake: 0.653 (epoch: 457, iters: 4958, time: 0.063) G_GAN: -0.047 G_GAN_Feat: 0.658 G_ID: 0.096 G_Rec: 0.318 D_GP: 0.034 D_real: 0.871 D_fake: 1.047 (epoch: 457, iters: 5358, time: 0.063) G_GAN: 0.081 G_GAN_Feat: 0.856 G_ID: 0.114 G_Rec: 0.426 D_GP: 0.033 D_real: 0.738 D_fake: 0.919 (epoch: 457, iters: 5758, time: 0.063) G_GAN: 0.073 G_GAN_Feat: 0.686 G_ID: 0.104 G_Rec: 0.331 D_GP: 0.040 D_real: 0.937 D_fake: 0.927 (epoch: 457, iters: 6158, time: 0.063) G_GAN: 0.311 G_GAN_Feat: 0.846 G_ID: 0.100 G_Rec: 0.413 D_GP: 0.037 D_real: 1.017 D_fake: 0.704 (epoch: 457, iters: 6558, time: 0.063) G_GAN: 0.022 G_GAN_Feat: 0.650 G_ID: 0.090 G_Rec: 0.294 D_GP: 0.046 D_real: 0.926 D_fake: 0.979 (epoch: 457, iters: 6958, time: 0.064) G_GAN: 0.158 G_GAN_Feat: 0.869 G_ID: 0.110 G_Rec: 0.409 D_GP: 0.037 D_real: 0.820 D_fake: 0.844 (epoch: 457, iters: 7358, time: 0.063) G_GAN: 0.157 G_GAN_Feat: 0.674 G_ID: 0.091 G_Rec: 0.340 D_GP: 0.035 D_real: 0.927 D_fake: 0.843 (epoch: 457, iters: 7758, time: 0.063) G_GAN: 0.348 G_GAN_Feat: 0.911 G_ID: 0.110 G_Rec: 0.476 D_GP: 0.036 D_real: 0.974 D_fake: 0.658 (epoch: 457, iters: 8158, time: 0.063) G_GAN: 0.068 G_GAN_Feat: 0.639 G_ID: 0.102 G_Rec: 0.275 D_GP: 0.036 D_real: 0.946 D_fake: 0.932 (epoch: 457, iters: 8558, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 1.028 G_ID: 0.113 G_Rec: 0.471 D_GP: 0.098 D_real: 0.804 D_fake: 0.568 (epoch: 458, iters: 350, time: 0.063) G_GAN: 0.230 G_GAN_Feat: 0.670 G_ID: 0.084 G_Rec: 0.287 D_GP: 0.042 D_real: 1.092 D_fake: 0.774 (epoch: 458, iters: 750, time: 0.063) G_GAN: 0.168 G_GAN_Feat: 0.983 G_ID: 0.120 G_Rec: 0.467 D_GP: 0.060 D_real: 0.685 D_fake: 0.835 (epoch: 458, iters: 1150, time: 0.063) G_GAN: 0.274 G_GAN_Feat: 0.748 G_ID: 0.107 G_Rec: 0.307 D_GP: 0.084 D_real: 0.882 D_fake: 0.729 (epoch: 458, iters: 1550, time: 0.064) G_GAN: 0.294 G_GAN_Feat: 0.882 G_ID: 0.145 G_Rec: 0.418 D_GP: 0.044 D_real: 0.884 D_fake: 0.706 (epoch: 458, iters: 1950, time: 0.063) G_GAN: 0.148 G_GAN_Feat: 0.734 G_ID: 0.084 G_Rec: 0.309 D_GP: 0.040 D_real: 0.940 D_fake: 0.852 (epoch: 458, iters: 2350, time: 0.063) G_GAN: 0.276 G_GAN_Feat: 0.915 G_ID: 0.127 G_Rec: 0.417 D_GP: 0.087 D_real: 0.818 D_fake: 0.724 (epoch: 458, iters: 2750, time: 0.063) G_GAN: 0.389 G_GAN_Feat: 0.765 G_ID: 0.099 G_Rec: 0.322 D_GP: 0.039 D_real: 1.165 D_fake: 0.626 (epoch: 458, iters: 3150, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.945 G_ID: 0.139 G_Rec: 0.403 D_GP: 0.042 D_real: 0.988 D_fake: 0.551 (epoch: 458, iters: 3550, time: 0.063) G_GAN: 0.121 G_GAN_Feat: 0.781 G_ID: 0.104 G_Rec: 0.332 D_GP: 0.051 D_real: 0.799 D_fake: 0.879 (epoch: 458, iters: 3950, time: 0.063) G_GAN: 0.793 G_GAN_Feat: 0.967 G_ID: 0.111 G_Rec: 0.405 D_GP: 0.047 D_real: 1.485 D_fake: 0.252 (epoch: 458, iters: 4350, time: 0.063) G_GAN: 0.019 G_GAN_Feat: 0.848 G_ID: 0.080 G_Rec: 0.346 D_GP: 0.092 D_real: 0.393 D_fake: 0.981 (epoch: 458, iters: 4750, time: 0.064) G_GAN: 0.330 G_GAN_Feat: 0.970 G_ID: 0.116 G_Rec: 0.432 D_GP: 0.044 D_real: 0.788 D_fake: 0.671 (epoch: 458, iters: 5150, time: 0.063) G_GAN: 0.421 G_GAN_Feat: 0.765 G_ID: 0.103 G_Rec: 0.300 D_GP: 0.032 D_real: 1.137 D_fake: 0.583 (epoch: 458, iters: 5550, time: 0.063) G_GAN: 0.478 G_GAN_Feat: 0.969 G_ID: 0.128 G_Rec: 0.423 D_GP: 0.037 D_real: 1.105 D_fake: 0.527 (epoch: 458, iters: 5950, time: 0.063) G_GAN: 0.031 G_GAN_Feat: 0.880 G_ID: 0.109 G_Rec: 0.335 D_GP: 0.084 D_real: 0.419 D_fake: 0.969 (epoch: 458, iters: 6350, time: 0.064) G_GAN: 0.452 G_GAN_Feat: 0.937 G_ID: 0.096 G_Rec: 0.407 D_GP: 0.052 D_real: 0.967 D_fake: 0.550 (epoch: 458, iters: 6750, time: 0.063) G_GAN: -0.005 G_GAN_Feat: 0.782 G_ID: 0.104 G_Rec: 0.324 D_GP: 0.042 D_real: 0.570 D_fake: 1.005 (epoch: 458, iters: 7150, time: 0.063) G_GAN: 0.398 G_GAN_Feat: 0.889 G_ID: 0.113 G_Rec: 0.429 D_GP: 0.035 D_real: 1.120 D_fake: 0.604 (epoch: 458, iters: 7550, time: 0.063) G_GAN: 0.258 G_GAN_Feat: 0.688 G_ID: 0.090 G_Rec: 0.325 D_GP: 0.055 D_real: 1.068 D_fake: 0.743 (epoch: 458, iters: 7950, time: 0.064) G_GAN: 0.634 G_GAN_Feat: 1.037 G_ID: 0.114 G_Rec: 0.429 D_GP: 0.158 D_real: 0.790 D_fake: 0.406 (epoch: 458, iters: 8350, time: 0.063) G_GAN: 0.177 G_GAN_Feat: 0.756 G_ID: 0.102 G_Rec: 0.308 D_GP: 0.053 D_real: 0.938 D_fake: 0.827 (epoch: 459, iters: 142, time: 0.063) G_GAN: 0.084 G_GAN_Feat: 0.985 G_ID: 0.112 G_Rec: 0.461 D_GP: 0.036 D_real: 0.612 D_fake: 0.916 (epoch: 459, iters: 542, time: 0.063) G_GAN: -0.042 G_GAN_Feat: 0.692 G_ID: 0.099 G_Rec: 0.289 D_GP: 0.054 D_real: 0.763 D_fake: 1.044 (epoch: 459, iters: 942, time: 0.064) G_GAN: 0.446 G_GAN_Feat: 1.067 G_ID: 0.145 G_Rec: 0.457 D_GP: 0.054 D_real: 0.789 D_fake: 0.562 (epoch: 459, iters: 1342, time: 0.063) G_GAN: -0.025 G_GAN_Feat: 0.892 G_ID: 0.121 G_Rec: 0.332 D_GP: 0.685 D_real: 0.179 D_fake: 1.031 (epoch: 459, iters: 1742, time: 0.063) G_GAN: 0.356 G_GAN_Feat: 1.064 G_ID: 0.116 G_Rec: 0.447 D_GP: 0.082 D_real: 0.566 D_fake: 0.645 (epoch: 459, iters: 2142, time: 0.063) G_GAN: 0.234 G_GAN_Feat: 0.766 G_ID: 0.083 G_Rec: 0.297 D_GP: 0.033 D_real: 1.021 D_fake: 0.766 (epoch: 459, iters: 2542, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.899 G_ID: 0.121 G_Rec: 0.394 D_GP: 0.045 D_real: 1.255 D_fake: 0.533 (epoch: 459, iters: 2942, time: 0.063) G_GAN: 0.272 G_GAN_Feat: 0.719 G_ID: 0.104 G_Rec: 0.307 D_GP: 0.032 D_real: 1.065 D_fake: 0.731 (epoch: 459, iters: 3342, time: 0.063) G_GAN: 0.585 G_GAN_Feat: 0.982 G_ID: 0.108 G_Rec: 0.395 D_GP: 0.042 D_real: 1.080 D_fake: 0.424 (epoch: 459, iters: 3742, time: 0.063) G_GAN: 0.128 G_GAN_Feat: 0.821 G_ID: 0.125 G_Rec: 0.278 D_GP: 0.082 D_real: 0.591 D_fake: 0.874 (epoch: 459, iters: 4142, time: 0.064) G_GAN: 0.196 G_GAN_Feat: 1.077 G_ID: 0.108 G_Rec: 0.452 D_GP: 0.131 D_real: 0.584 D_fake: 0.808 (epoch: 459, iters: 4542, time: 0.063) G_GAN: 0.244 G_GAN_Feat: 0.753 G_ID: 0.111 G_Rec: 0.300 D_GP: 0.035 D_real: 0.976 D_fake: 0.757 (epoch: 459, iters: 4942, time: 0.063) G_GAN: 0.505 G_GAN_Feat: 0.990 G_ID: 0.115 G_Rec: 0.421 D_GP: 0.097 D_real: 0.747 D_fake: 0.511 (epoch: 459, iters: 5342, time: 0.063) G_GAN: -0.010 G_GAN_Feat: 0.857 G_ID: 0.114 G_Rec: 0.308 D_GP: 0.051 D_real: 0.528 D_fake: 1.010 (epoch: 459, iters: 5742, time: 0.064) G_GAN: 0.601 G_GAN_Feat: 1.082 G_ID: 0.128 G_Rec: 0.402 D_GP: 0.041 D_real: 0.629 D_fake: 0.408 (epoch: 459, iters: 6142, time: 0.063) G_GAN: 0.597 G_GAN_Feat: 0.867 G_ID: 0.102 G_Rec: 0.331 D_GP: 0.041 D_real: 1.389 D_fake: 0.427 (epoch: 459, iters: 6542, time: 0.063) G_GAN: 0.226 G_GAN_Feat: 0.995 G_ID: 0.119 G_Rec: 0.430 D_GP: 0.182 D_real: 0.505 D_fake: 0.775 (epoch: 459, iters: 6942, time: 0.063) G_GAN: 0.099 G_GAN_Feat: 0.759 G_ID: 0.091 G_Rec: 0.299 D_GP: 0.033 D_real: 0.924 D_fake: 0.901 (epoch: 459, iters: 7342, time: 0.064) G_GAN: 0.471 G_GAN_Feat: 1.064 G_ID: 0.122 G_Rec: 0.480 D_GP: 0.039 D_real: 0.941 D_fake: 0.536 (epoch: 459, iters: 7742, time: 0.063) G_GAN: 0.620 G_GAN_Feat: 0.914 G_ID: 0.094 G_Rec: 0.312 D_GP: 0.057 D_real: 0.685 D_fake: 0.402 (epoch: 459, iters: 8142, time: 0.063) G_GAN: 0.346 G_GAN_Feat: 0.931 G_ID: 0.126 G_Rec: 0.443 D_GP: 0.033 D_real: 0.985 D_fake: 0.654 (epoch: 459, iters: 8542, time: 0.063) G_GAN: 0.134 G_GAN_Feat: 0.795 G_ID: 0.098 G_Rec: 0.336 D_GP: 0.078 D_real: 0.803 D_fake: 0.867 (epoch: 460, iters: 334, time: 0.064) G_GAN: 0.411 G_GAN_Feat: 0.947 G_ID: 0.108 G_Rec: 0.434 D_GP: 0.033 D_real: 1.018 D_fake: 0.592 (epoch: 460, iters: 734, time: 0.063) G_GAN: 0.200 G_GAN_Feat: 0.787 G_ID: 0.112 G_Rec: 0.303 D_GP: 0.048 D_real: 0.959 D_fake: 0.802 (epoch: 460, iters: 1134, time: 0.063) G_GAN: 0.459 G_GAN_Feat: 1.056 G_ID: 0.122 G_Rec: 0.449 D_GP: 0.033 D_real: 0.979 D_fake: 0.544 (epoch: 460, iters: 1534, time: 0.063) G_GAN: 0.069 G_GAN_Feat: 0.795 G_ID: 0.095 G_Rec: 0.333 D_GP: 0.045 D_real: 0.849 D_fake: 0.931 (epoch: 460, iters: 1934, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.998 G_ID: 0.122 G_Rec: 0.424 D_GP: 0.037 D_real: 0.957 D_fake: 0.505 (epoch: 460, iters: 2334, time: 0.063) G_GAN: 0.367 G_GAN_Feat: 0.874 G_ID: 0.099 G_Rec: 0.376 D_GP: 0.034 D_real: 0.953 D_fake: 0.633 (epoch: 460, iters: 2734, time: 0.063) G_GAN: 0.706 G_GAN_Feat: 1.097 G_ID: 0.132 G_Rec: 0.437 D_GP: 0.128 D_real: 0.548 D_fake: 0.329 (epoch: 460, iters: 3134, time: 0.063) G_GAN: 0.053 G_GAN_Feat: 0.748 G_ID: 0.109 G_Rec: 0.358 D_GP: 0.032 D_real: 0.958 D_fake: 0.947 (epoch: 460, iters: 3534, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.884 G_ID: 0.122 G_Rec: 0.411 D_GP: 0.033 D_real: 1.043 D_fake: 0.754 (epoch: 460, iters: 3934, time: 0.063) G_GAN: 0.022 G_GAN_Feat: 0.683 G_ID: 0.115 G_Rec: 0.279 D_GP: 0.035 D_real: 0.883 D_fake: 0.978 (epoch: 460, iters: 4334, time: 0.063) G_GAN: 0.286 G_GAN_Feat: 0.889 G_ID: 0.135 G_Rec: 0.397 D_GP: 0.036 D_real: 0.932 D_fake: 0.717 (epoch: 460, iters: 4734, time: 0.063) G_GAN: -0.009 G_GAN_Feat: 0.784 G_ID: 0.100 G_Rec: 0.338 D_GP: 0.057 D_real: 0.760 D_fake: 1.009 (epoch: 460, iters: 5134, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.950 G_ID: 0.117 G_Rec: 0.423 D_GP: 0.034 D_real: 1.086 D_fake: 0.579 (epoch: 460, iters: 5534, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.739 G_ID: 0.095 G_Rec: 0.286 D_GP: 0.036 D_real: 1.142 D_fake: 0.702 (epoch: 460, iters: 5934, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.988 G_ID: 0.112 G_Rec: 0.454 D_GP: 0.033 D_real: 0.945 D_fake: 0.693 (epoch: 460, iters: 6334, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.849 G_ID: 0.098 G_Rec: 0.307 D_GP: 0.050 D_real: 0.632 D_fake: 0.721 (epoch: 460, iters: 6734, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 1.172 G_ID: 0.123 G_Rec: 0.479 D_GP: 0.072 D_real: 0.183 D_fake: 0.810 (epoch: 460, iters: 7134, time: 0.064) G_GAN: 0.248 G_GAN_Feat: 0.741 G_ID: 0.091 G_Rec: 0.310 D_GP: 0.033 D_real: 1.206 D_fake: 0.754 (epoch: 460, iters: 7534, time: 0.064) G_GAN: 0.292 G_GAN_Feat: 0.993 G_ID: 0.128 G_Rec: 0.430 D_GP: 0.039 D_real: 0.755 D_fake: 0.708 (epoch: 460, iters: 7934, time: 0.064) G_GAN: 0.423 G_GAN_Feat: 0.868 G_ID: 0.097 G_Rec: 0.303 D_GP: 0.068 D_real: 0.775 D_fake: 0.583 (epoch: 460, iters: 8334, time: 0.064) G_GAN: 0.745 G_GAN_Feat: 1.277 G_ID: 0.109 G_Rec: 0.506 D_GP: 0.106 D_real: 0.942 D_fake: 0.375 (epoch: 461, iters: 126, time: 0.064) G_GAN: 0.372 G_GAN_Feat: 0.967 G_ID: 0.101 G_Rec: 0.366 D_GP: 0.227 D_real: 0.323 D_fake: 0.696 (epoch: 461, iters: 526, time: 0.063) G_GAN: 0.256 G_GAN_Feat: 1.001 G_ID: 0.149 G_Rec: 0.449 D_GP: 0.038 D_real: 0.911 D_fake: 0.745 (epoch: 461, iters: 926, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.836 G_ID: 0.099 G_Rec: 0.326 D_GP: 0.042 D_real: 0.797 D_fake: 0.792 (epoch: 461, iters: 1326, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.948 G_ID: 0.115 G_Rec: 0.388 D_GP: 0.035 D_real: 1.173 D_fake: 0.546 (epoch: 461, iters: 1726, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.812 G_ID: 0.127 G_Rec: 0.357 D_GP: 0.039 D_real: 1.075 D_fake: 0.827 (epoch: 461, iters: 2126, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.871 G_ID: 0.104 G_Rec: 0.419 D_GP: 0.030 D_real: 1.061 D_fake: 0.645 (epoch: 461, iters: 2526, time: 0.063) G_GAN: 0.067 G_GAN_Feat: 0.656 G_ID: 0.110 G_Rec: 0.294 D_GP: 0.033 D_real: 1.012 D_fake: 0.934 (epoch: 461, iters: 2926, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 0.882 G_ID: 0.115 G_Rec: 0.410 D_GP: 0.045 D_real: 0.996 D_fake: 0.672 (epoch: 461, iters: 3326, time: 0.064) G_GAN: 0.109 G_GAN_Feat: 0.728 G_ID: 0.081 G_Rec: 0.321 D_GP: 0.035 D_real: 0.928 D_fake: 0.892 (epoch: 461, iters: 3726, time: 0.063) G_GAN: 0.317 G_GAN_Feat: 0.959 G_ID: 0.106 G_Rec: 0.434 D_GP: 0.038 D_real: 0.980 D_fake: 0.689 (epoch: 461, iters: 4126, time: 0.064) G_GAN: -0.106 G_GAN_Feat: 0.697 G_ID: 0.109 G_Rec: 0.297 D_GP: 0.041 D_real: 0.785 D_fake: 1.106 (epoch: 461, iters: 4526, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 0.873 G_ID: 0.121 G_Rec: 0.404 D_GP: 0.040 D_real: 0.831 D_fake: 0.790 (epoch: 461, iters: 4926, time: 0.063) G_GAN: 0.216 G_GAN_Feat: 0.761 G_ID: 0.111 G_Rec: 0.331 D_GP: 0.036 D_real: 0.980 D_fake: 0.785 (epoch: 461, iters: 5326, time: 0.064) G_GAN: 0.633 G_GAN_Feat: 0.916 G_ID: 0.102 G_Rec: 0.403 D_GP: 0.043 D_real: 1.341 D_fake: 0.405 (epoch: 461, iters: 5726, time: 0.064) G_GAN: 0.565 G_GAN_Feat: 0.679 G_ID: 0.101 G_Rec: 0.293 D_GP: 0.030 D_real: 1.464 D_fake: 0.462 (epoch: 461, iters: 6126, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 1.004 G_ID: 0.118 G_Rec: 0.455 D_GP: 0.052 D_real: 0.813 D_fake: 0.662 (epoch: 461, iters: 6526, time: 0.064) G_GAN: 0.048 G_GAN_Feat: 0.791 G_ID: 0.082 G_Rec: 0.378 D_GP: 0.044 D_real: 0.954 D_fake: 0.953 (epoch: 461, iters: 6926, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 1.033 G_ID: 0.113 G_Rec: 0.453 D_GP: 0.045 D_real: 0.798 D_fake: 0.652 (epoch: 461, iters: 7326, time: 0.064) G_GAN: 0.149 G_GAN_Feat: 0.743 G_ID: 0.094 G_Rec: 0.296 D_GP: 0.044 D_real: 0.931 D_fake: 0.851 (epoch: 461, iters: 7726, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 1.151 G_ID: 0.112 G_Rec: 0.496 D_GP: 0.209 D_real: 0.413 D_fake: 0.565 (epoch: 461, iters: 8126, time: 0.064) G_GAN: 0.466 G_GAN_Feat: 0.858 G_ID: 0.097 G_Rec: 0.305 D_GP: 0.040 D_real: 1.133 D_fake: 0.541 (epoch: 461, iters: 8526, time: 0.064) G_GAN: 0.543 G_GAN_Feat: 1.046 G_ID: 0.114 G_Rec: 0.458 D_GP: 0.065 D_real: 0.949 D_fake: 0.523 (epoch: 462, iters: 318, time: 0.064) G_GAN: 0.018 G_GAN_Feat: 0.733 G_ID: 0.102 G_Rec: 0.330 D_GP: 0.037 D_real: 0.960 D_fake: 0.982 (epoch: 462, iters: 718, time: 0.064) G_GAN: 0.684 G_GAN_Feat: 0.891 G_ID: 0.104 G_Rec: 0.420 D_GP: 0.030 D_real: 1.405 D_fake: 0.349 (epoch: 462, iters: 1118, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.798 G_ID: 0.109 G_Rec: 0.311 D_GP: 0.055 D_real: 0.697 D_fake: 0.923 (epoch: 462, iters: 1518, time: 0.064) G_GAN: 0.859 G_GAN_Feat: 0.964 G_ID: 0.106 G_Rec: 0.447 D_GP: 0.039 D_real: 1.615 D_fake: 0.239 (epoch: 462, iters: 1918, time: 0.064) G_GAN: -0.037 G_GAN_Feat: 0.780 G_ID: 0.107 G_Rec: 0.330 D_GP: 0.031 D_real: 0.821 D_fake: 1.037 (epoch: 462, iters: 2318, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 0.871 G_ID: 0.116 G_Rec: 0.387 D_GP: 0.029 D_real: 0.749 D_fake: 0.914 (epoch: 462, iters: 2718, time: 0.064) G_GAN: 0.123 G_GAN_Feat: 0.641 G_ID: 0.104 G_Rec: 0.280 D_GP: 0.033 D_real: 1.030 D_fake: 0.877 (epoch: 462, iters: 3118, time: 0.064) G_GAN: 0.133 G_GAN_Feat: 0.920 G_ID: 0.126 G_Rec: 0.399 D_GP: 0.050 D_real: 0.685 D_fake: 0.867 (epoch: 462, iters: 3518, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.650 G_ID: 0.096 G_Rec: 0.293 D_GP: 0.032 D_real: 1.146 D_fake: 0.745 (epoch: 462, iters: 3918, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 1.026 G_ID: 0.124 G_Rec: 0.467 D_GP: 0.072 D_real: 0.726 D_fake: 0.594 (epoch: 462, iters: 4318, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.897 G_ID: 0.108 G_Rec: 0.368 D_GP: 0.071 D_real: 0.727 D_fake: 0.817 (epoch: 462, iters: 4718, time: 0.064) G_GAN: 0.607 G_GAN_Feat: 0.920 G_ID: 0.114 G_Rec: 0.390 D_GP: 0.037 D_real: 1.238 D_fake: 0.415 (epoch: 462, iters: 5118, time: 0.064) G_GAN: 0.005 G_GAN_Feat: 0.821 G_ID: 0.099 G_Rec: 0.323 D_GP: 0.043 D_real: 0.719 D_fake: 0.995 (epoch: 462, iters: 5518, time: 0.064) G_GAN: 0.523 G_GAN_Feat: 1.201 G_ID: 0.128 G_Rec: 0.477 D_GP: 0.188 D_real: 0.300 D_fake: 0.491 (epoch: 462, iters: 5918, time: 0.064) G_GAN: 0.026 G_GAN_Feat: 1.074 G_ID: 0.096 G_Rec: 0.339 D_GP: 1.703 D_real: 0.660 D_fake: 0.996 (epoch: 462, iters: 6318, time: 0.064) G_GAN: 0.573 G_GAN_Feat: 1.032 G_ID: 0.109 G_Rec: 0.476 D_GP: 0.034 D_real: 1.135 D_fake: 0.451 (epoch: 462, iters: 6718, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.700 G_ID: 0.101 G_Rec: 0.305 D_GP: 0.040 D_real: 1.139 D_fake: 0.794 (epoch: 462, iters: 7118, time: 0.064) G_GAN: 0.491 G_GAN_Feat: 1.024 G_ID: 0.127 G_Rec: 0.389 D_GP: 0.050 D_real: 1.141 D_fake: 0.559 (epoch: 462, iters: 7518, time: 0.064) G_GAN: 0.570 G_GAN_Feat: 0.687 G_ID: 0.101 G_Rec: 0.281 D_GP: 0.031 D_real: 1.424 D_fake: 0.440 (epoch: 462, iters: 7918, time: 0.064) G_GAN: 0.354 G_GAN_Feat: 1.115 G_ID: 0.127 G_Rec: 0.415 D_GP: 0.047 D_real: 0.976 D_fake: 0.647 (epoch: 462, iters: 8318, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.910 G_ID: 0.103 G_Rec: 0.326 D_GP: 0.059 D_real: 0.395 D_fake: 0.695 (epoch: 463, iters: 110, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 1.282 G_ID: 0.116 G_Rec: 0.497 D_GP: 0.174 D_real: 0.351 D_fake: 0.513 (epoch: 463, iters: 510, time: 0.064) G_GAN: 0.363 G_GAN_Feat: 0.946 G_ID: 0.098 G_Rec: 0.336 D_GP: 0.092 D_real: 0.584 D_fake: 0.638 (epoch: 463, iters: 910, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 0.964 G_ID: 0.112 G_Rec: 0.459 D_GP: 0.030 D_real: 1.104 D_fake: 0.572 (epoch: 463, iters: 1310, time: 0.064) G_GAN: 0.242 G_GAN_Feat: 0.671 G_ID: 0.095 G_Rec: 0.291 D_GP: 0.029 D_real: 1.191 D_fake: 0.758 (epoch: 463, iters: 1710, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.855 G_ID: 0.123 G_Rec: 0.418 D_GP: 0.037 D_real: 0.796 D_fake: 0.909 (epoch: 463, iters: 2110, time: 0.064) G_GAN: -0.052 G_GAN_Feat: 0.719 G_ID: 0.095 G_Rec: 0.344 D_GP: 0.036 D_real: 0.802 D_fake: 1.052 (epoch: 463, iters: 2510, time: 0.063) G_GAN: 0.283 G_GAN_Feat: 0.883 G_ID: 0.115 G_Rec: 0.405 D_GP: 0.034 D_real: 1.023 D_fake: 0.730 (epoch: 463, iters: 2910, time: 0.064) G_GAN: 0.236 G_GAN_Feat: 0.670 G_ID: 0.093 G_Rec: 0.308 D_GP: 0.035 D_real: 1.105 D_fake: 0.768 (epoch: 463, iters: 3310, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.918 G_ID: 0.113 G_Rec: 0.428 D_GP: 0.033 D_real: 0.677 D_fake: 0.886 (epoch: 463, iters: 3710, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.699 G_ID: 0.088 G_Rec: 0.311 D_GP: 0.050 D_real: 0.926 D_fake: 0.890 (epoch: 463, iters: 4110, time: 0.064) G_GAN: 0.329 G_GAN_Feat: 1.008 G_ID: 0.112 G_Rec: 0.465 D_GP: 0.057 D_real: 0.596 D_fake: 0.693 (epoch: 463, iters: 4510, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.763 G_ID: 0.100 G_Rec: 0.285 D_GP: 0.044 D_real: 1.197 D_fake: 0.765 (epoch: 463, iters: 4910, time: 0.064) G_GAN: 0.677 G_GAN_Feat: 0.970 G_ID: 0.128 G_Rec: 0.452 D_GP: 0.046 D_real: 1.199 D_fake: 0.342 (epoch: 463, iters: 5310, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.753 G_ID: 0.089 G_Rec: 0.305 D_GP: 0.045 D_real: 1.012 D_fake: 0.670 (epoch: 463, iters: 5710, time: 0.064) G_GAN: 0.440 G_GAN_Feat: 0.911 G_ID: 0.118 G_Rec: 0.423 D_GP: 0.031 D_real: 1.213 D_fake: 0.564 (epoch: 463, iters: 6110, time: 0.064) G_GAN: 0.287 G_GAN_Feat: 0.722 G_ID: 0.092 G_Rec: 0.295 D_GP: 0.032 D_real: 1.158 D_fake: 0.714 (epoch: 463, iters: 6510, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.894 G_ID: 0.107 G_Rec: 0.400 D_GP: 0.032 D_real: 1.054 D_fake: 0.575 (epoch: 463, iters: 6910, time: 0.064) G_GAN: 0.253 G_GAN_Feat: 0.860 G_ID: 0.111 G_Rec: 0.317 D_GP: 0.152 D_real: 0.574 D_fake: 0.750 (epoch: 463, iters: 7310, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 1.070 G_ID: 0.130 G_Rec: 0.530 D_GP: 0.704 D_real: 0.307 D_fake: 0.700 (epoch: 463, iters: 7710, time: 0.064) G_GAN: 0.427 G_GAN_Feat: 0.818 G_ID: 0.096 G_Rec: 0.321 D_GP: 0.049 D_real: 1.063 D_fake: 0.578 (epoch: 463, iters: 8110, time: 0.063) G_GAN: 0.463 G_GAN_Feat: 0.946 G_ID: 0.110 G_Rec: 0.469 D_GP: 0.035 D_real: 1.056 D_fake: 0.554 (epoch: 463, iters: 8510, time: 0.064) G_GAN: 0.045 G_GAN_Feat: 0.585 G_ID: 0.098 G_Rec: 0.279 D_GP: 0.027 D_real: 0.997 D_fake: 0.955 (epoch: 464, iters: 302, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.968 G_ID: 0.113 G_Rec: 0.465 D_GP: 0.036 D_real: 0.712 D_fake: 0.786 (epoch: 464, iters: 702, time: 0.064) G_GAN: -0.066 G_GAN_Feat: 0.719 G_ID: 0.104 G_Rec: 0.325 D_GP: 0.050 D_real: 0.769 D_fake: 1.067 (epoch: 464, iters: 1102, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.910 G_ID: 0.111 G_Rec: 0.439 D_GP: 0.065 D_real: 1.015 D_fake: 0.569 (epoch: 464, iters: 1502, time: 0.064) G_GAN: -0.025 G_GAN_Feat: 0.697 G_ID: 0.117 G_Rec: 0.294 D_GP: 0.037 D_real: 0.847 D_fake: 1.025 (epoch: 464, iters: 1902, time: 0.064) G_GAN: 0.385 G_GAN_Feat: 0.911 G_ID: 0.113 G_Rec: 0.428 D_GP: 0.036 D_real: 0.980 D_fake: 0.629 (epoch: 464, iters: 2302, time: 0.064) G_GAN: 0.125 G_GAN_Feat: 0.656 G_ID: 0.091 G_Rec: 0.277 D_GP: 0.030 D_real: 0.997 D_fake: 0.875 (epoch: 464, iters: 2702, time: 0.064) G_GAN: 0.344 G_GAN_Feat: 1.050 G_ID: 0.117 G_Rec: 0.495 D_GP: 0.079 D_real: 0.628 D_fake: 0.670 (epoch: 464, iters: 3102, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.699 G_ID: 0.090 G_Rec: 0.307 D_GP: 0.038 D_real: 1.065 D_fake: 0.829 (epoch: 464, iters: 3502, time: 0.064) G_GAN: 0.675 G_GAN_Feat: 1.026 G_ID: 0.120 G_Rec: 0.399 D_GP: 0.042 D_real: 1.078 D_fake: 0.380 (epoch: 464, iters: 3902, time: 0.064) G_GAN: 0.246 G_GAN_Feat: 0.763 G_ID: 0.097 G_Rec: 0.360 D_GP: 0.036 D_real: 1.061 D_fake: 0.754 (epoch: 464, iters: 4302, time: 0.064) G_GAN: 0.559 G_GAN_Feat: 0.990 G_ID: 0.115 G_Rec: 0.442 D_GP: 0.056 D_real: 0.813 D_fake: 0.452 (epoch: 464, iters: 4702, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 0.795 G_ID: 0.103 G_Rec: 0.329 D_GP: 0.046 D_real: 1.120 D_fake: 0.597 (epoch: 464, iters: 5102, time: 0.064) G_GAN: 0.819 G_GAN_Feat: 1.049 G_ID: 0.104 G_Rec: 0.471 D_GP: 0.061 D_real: 1.081 D_fake: 0.274 (epoch: 464, iters: 5502, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 0.798 G_ID: 0.099 G_Rec: 0.332 D_GP: 0.032 D_real: 0.825 D_fake: 0.914 (epoch: 464, iters: 5902, time: 0.064) G_GAN: -0.233 G_GAN_Feat: 1.176 G_ID: 0.115 G_Rec: 0.527 D_GP: 0.066 D_real: 0.815 D_fake: 1.234 (epoch: 464, iters: 6302, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.687 G_ID: 0.096 G_Rec: 0.303 D_GP: 0.024 D_real: 1.057 D_fake: 0.909 (epoch: 464, iters: 6702, time: 0.064) G_GAN: 0.167 G_GAN_Feat: 0.953 G_ID: 0.113 G_Rec: 0.423 D_GP: 0.030 D_real: 0.796 D_fake: 0.838 (epoch: 464, iters: 7102, time: 0.064) G_GAN: -0.184 G_GAN_Feat: 0.746 G_ID: 0.094 G_Rec: 0.340 D_GP: 0.044 D_real: 0.651 D_fake: 1.184 (epoch: 464, iters: 7502, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 1.011 G_ID: 0.119 G_Rec: 0.475 D_GP: 0.048 D_real: 0.742 D_fake: 0.788 (epoch: 464, iters: 7902, time: 0.064) G_GAN: -0.217 G_GAN_Feat: 0.773 G_ID: 0.096 G_Rec: 0.323 D_GP: 0.062 D_real: 0.553 D_fake: 1.217 (epoch: 464, iters: 8302, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.930 G_ID: 0.116 G_Rec: 0.380 D_GP: 0.054 D_real: 1.021 D_fake: 0.598 (epoch: 464, iters: 8702, time: 0.064) G_GAN: 0.153 G_GAN_Feat: 0.879 G_ID: 0.091 G_Rec: 0.321 D_GP: 0.533 D_real: 0.395 D_fake: 0.847 (epoch: 465, iters: 494, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 1.027 G_ID: 0.124 G_Rec: 0.475 D_GP: 0.036 D_real: 1.316 D_fake: 0.486 (epoch: 465, iters: 894, time: 0.064) G_GAN: 0.249 G_GAN_Feat: 0.679 G_ID: 0.081 G_Rec: 0.272 D_GP: 0.028 D_real: 1.153 D_fake: 0.752 (epoch: 465, iters: 1294, time: 0.064) G_GAN: 0.590 G_GAN_Feat: 0.950 G_ID: 0.119 G_Rec: 0.441 D_GP: 0.040 D_real: 1.252 D_fake: 0.417 (epoch: 465, iters: 1694, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.958 G_ID: 0.088 G_Rec: 0.318 D_GP: 0.120 D_real: 0.620 D_fake: 0.518 (epoch: 465, iters: 2094, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.933 G_ID: 0.126 G_Rec: 0.451 D_GP: 0.041 D_real: 1.009 D_fake: 0.747 (epoch: 465, iters: 2494, time: 0.064) G_GAN: 0.027 G_GAN_Feat: 0.731 G_ID: 0.106 G_Rec: 0.317 D_GP: 0.035 D_real: 0.906 D_fake: 0.973 (epoch: 465, iters: 2894, time: 0.064) G_GAN: 0.399 G_GAN_Feat: 0.848 G_ID: 0.098 G_Rec: 0.424 D_GP: 0.027 D_real: 1.119 D_fake: 0.607 (epoch: 465, iters: 3294, time: 0.064) G_GAN: 0.129 G_GAN_Feat: 0.657 G_ID: 0.104 G_Rec: 0.303 D_GP: 0.035 D_real: 1.013 D_fake: 0.872 (epoch: 465, iters: 3694, time: 0.064) G_GAN: 0.339 G_GAN_Feat: 0.893 G_ID: 0.107 G_Rec: 0.451 D_GP: 0.032 D_real: 1.003 D_fake: 0.675 (epoch: 465, iters: 4094, time: 0.064) G_GAN: -0.059 G_GAN_Feat: 0.668 G_ID: 0.095 G_Rec: 0.324 D_GP: 0.030 D_real: 0.847 D_fake: 1.059 (epoch: 465, iters: 4494, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.913 G_ID: 0.108 G_Rec: 0.446 D_GP: 0.039 D_real: 1.077 D_fake: 0.602 (epoch: 465, iters: 4894, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.728 G_ID: 0.090 G_Rec: 0.325 D_GP: 0.044 D_real: 0.948 D_fake: 0.887 (epoch: 465, iters: 5294, time: 0.064) G_GAN: 0.325 G_GAN_Feat: 0.939 G_ID: 0.108 G_Rec: 0.455 D_GP: 0.035 D_real: 0.926 D_fake: 0.679 (epoch: 465, iters: 5694, time: 0.064) G_GAN: 0.105 G_GAN_Feat: 0.707 G_ID: 0.095 G_Rec: 0.301 D_GP: 0.041 D_real: 0.949 D_fake: 0.896 (epoch: 465, iters: 6094, time: 0.064) G_GAN: 0.210 G_GAN_Feat: 1.010 G_ID: 0.119 G_Rec: 0.448 D_GP: 0.057 D_real: 0.789 D_fake: 0.791 (epoch: 465, iters: 6494, time: 0.064) G_GAN: -0.049 G_GAN_Feat: 0.721 G_ID: 0.103 G_Rec: 0.277 D_GP: 0.043 D_real: 0.714 D_fake: 1.049 (epoch: 465, iters: 6894, time: 0.063) G_GAN: 0.194 G_GAN_Feat: 0.879 G_ID: 0.129 G_Rec: 0.364 D_GP: 0.040 D_real: 0.973 D_fake: 0.809 (epoch: 465, iters: 7294, time: 0.064) G_GAN: 0.054 G_GAN_Feat: 0.791 G_ID: 0.104 G_Rec: 0.323 D_GP: 0.062 D_real: 0.615 D_fake: 0.946 (epoch: 465, iters: 7694, time: 0.064) G_GAN: 0.762 G_GAN_Feat: 1.002 G_ID: 0.117 G_Rec: 0.428 D_GP: 0.043 D_real: 1.193 D_fake: 0.301 (epoch: 465, iters: 8094, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.845 G_ID: 0.103 G_Rec: 0.340 D_GP: 0.063 D_real: 0.945 D_fake: 0.603 (epoch: 465, iters: 8494, time: 0.064) G_GAN: 0.658 G_GAN_Feat: 1.031 G_ID: 0.110 G_Rec: 0.467 D_GP: 0.049 D_real: 1.049 D_fake: 0.373 (epoch: 466, iters: 286, time: 0.064) G_GAN: 0.288 G_GAN_Feat: 0.846 G_ID: 0.103 G_Rec: 0.332 D_GP: 0.033 D_real: 0.916 D_fake: 0.719 (epoch: 466, iters: 686, time: 0.064) G_GAN: 0.449 G_GAN_Feat: 1.186 G_ID: 0.097 G_Rec: 0.467 D_GP: 0.136 D_real: 0.450 D_fake: 0.561 (epoch: 466, iters: 1086, time: 0.064) G_GAN: 0.355 G_GAN_Feat: 0.972 G_ID: 0.105 G_Rec: 0.356 D_GP: 0.075 D_real: 0.494 D_fake: 0.648 (epoch: 466, iters: 1486, time: 0.064) G_GAN: 0.954 G_GAN_Feat: 1.159 G_ID: 0.130 G_Rec: 0.465 D_GP: 0.124 D_real: 0.724 D_fake: 0.204 (epoch: 466, iters: 1886, time: 0.063) G_GAN: -0.078 G_GAN_Feat: 0.836 G_ID: 0.106 G_Rec: 0.359 D_GP: 0.037 D_real: 0.605 D_fake: 1.078 (epoch: 466, iters: 2286, time: 0.064) G_GAN: 0.768 G_GAN_Feat: 1.033 G_ID: 0.120 G_Rec: 0.451 D_GP: 0.042 D_real: 1.474 D_fake: 0.288 (epoch: 466, iters: 2686, time: 0.064) G_GAN: 0.166 G_GAN_Feat: 0.748 G_ID: 0.099 G_Rec: 0.276 D_GP: 0.029 D_real: 0.998 D_fake: 0.834 (epoch: 466, iters: 3086, time: 0.063) G_GAN: 0.986 G_GAN_Feat: 1.179 G_ID: 0.125 G_Rec: 0.449 D_GP: 0.056 D_real: 1.087 D_fake: 0.195 (epoch: 466, iters: 3486, time: 0.063) G_GAN: 0.270 G_GAN_Feat: 0.735 G_ID: 0.083 G_Rec: 0.329 D_GP: 0.031 D_real: 1.142 D_fake: 0.731 (epoch: 466, iters: 3886, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.933 G_ID: 0.113 G_Rec: 0.475 D_GP: 0.028 D_real: 1.063 D_fake: 0.611 (epoch: 466, iters: 4286, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.648 G_ID: 0.107 G_Rec: 0.289 D_GP: 0.028 D_real: 1.025 D_fake: 0.860 (epoch: 466, iters: 4686, time: 0.063) G_GAN: 0.333 G_GAN_Feat: 0.922 G_ID: 0.104 G_Rec: 0.441 D_GP: 0.042 D_real: 0.845 D_fake: 0.680 (epoch: 466, iters: 5086, time: 0.063) G_GAN: 0.124 G_GAN_Feat: 0.686 G_ID: 0.081 G_Rec: 0.315 D_GP: 0.059 D_real: 0.903 D_fake: 0.878 (epoch: 466, iters: 5486, time: 0.063) G_GAN: 0.549 G_GAN_Feat: 0.920 G_ID: 0.117 G_Rec: 0.464 D_GP: 0.038 D_real: 1.165 D_fake: 0.487 (epoch: 466, iters: 5886, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.697 G_ID: 0.088 G_Rec: 0.294 D_GP: 0.039 D_real: 0.978 D_fake: 0.841 (epoch: 466, iters: 6286, time: 0.063) G_GAN: 0.422 G_GAN_Feat: 0.953 G_ID: 0.110 G_Rec: 0.414 D_GP: 0.036 D_real: 1.113 D_fake: 0.581 (epoch: 466, iters: 6686, time: 0.063) G_GAN: 0.218 G_GAN_Feat: 0.770 G_ID: 0.084 G_Rec: 0.318 D_GP: 0.034 D_real: 1.007 D_fake: 0.783 (epoch: 466, iters: 7086, time: 0.063) G_GAN: 0.472 G_GAN_Feat: 0.926 G_ID: 0.110 G_Rec: 0.414 D_GP: 0.036 D_real: 1.159 D_fake: 0.529 (epoch: 466, iters: 7486, time: 0.064) G_GAN: 0.138 G_GAN_Feat: 0.813 G_ID: 0.095 G_Rec: 0.309 D_GP: 0.039 D_real: 1.155 D_fake: 0.863 (epoch: 466, iters: 7886, time: 0.063) G_GAN: 0.597 G_GAN_Feat: 1.018 G_ID: 0.110 G_Rec: 0.433 D_GP: 0.051 D_real: 1.090 D_fake: 0.423 (epoch: 466, iters: 8286, time: 0.063) G_GAN: 0.369 G_GAN_Feat: 0.756 G_ID: 0.091 G_Rec: 0.295 D_GP: 0.030 D_real: 1.263 D_fake: 0.656 (epoch: 466, iters: 8686, time: 0.064) G_GAN: 0.636 G_GAN_Feat: 1.090 G_ID: 0.127 G_Rec: 0.446 D_GP: 0.047 D_real: 0.926 D_fake: 0.373 (epoch: 467, iters: 478, time: 0.063) G_GAN: 0.696 G_GAN_Feat: 0.719 G_ID: 0.084 G_Rec: 0.258 D_GP: 0.031 D_real: 1.548 D_fake: 0.316 (epoch: 467, iters: 878, time: 0.063) G_GAN: 0.449 G_GAN_Feat: 0.965 G_ID: 0.112 G_Rec: 0.465 D_GP: 0.030 D_real: 1.055 D_fake: 0.557 (epoch: 467, iters: 1278, time: 0.063) G_GAN: 0.267 G_GAN_Feat: 0.808 G_ID: 0.113 G_Rec: 0.320 D_GP: 0.034 D_real: 0.969 D_fake: 0.733 (epoch: 467, iters: 1678, time: 0.064) G_GAN: 0.545 G_GAN_Feat: 1.066 G_ID: 0.110 G_Rec: 0.472 D_GP: 0.032 D_real: 1.127 D_fake: 0.460 (epoch: 467, iters: 2078, time: 0.063) G_GAN: 0.309 G_GAN_Feat: 0.740 G_ID: 0.087 G_Rec: 0.287 D_GP: 0.035 D_real: 1.276 D_fake: 0.691 (epoch: 467, iters: 2478, time: 0.064) G_GAN: 0.608 G_GAN_Feat: 0.952 G_ID: 0.127 G_Rec: 0.412 D_GP: 0.034 D_real: 1.346 D_fake: 0.415 (epoch: 467, iters: 2878, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.965 G_ID: 0.119 G_Rec: 0.340 D_GP: 0.149 D_real: 0.378 D_fake: 0.864 (epoch: 467, iters: 3278, time: 0.064) G_GAN: 0.820 G_GAN_Feat: 0.962 G_ID: 0.122 G_Rec: 0.427 D_GP: 0.034 D_real: 1.334 D_fake: 0.272 (epoch: 467, iters: 3678, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 1.008 G_ID: 0.108 G_Rec: 0.349 D_GP: 0.056 D_real: 0.330 D_fake: 0.719 (epoch: 467, iters: 4078, time: 0.064) G_GAN: 0.589 G_GAN_Feat: 1.235 G_ID: 0.112 G_Rec: 0.426 D_GP: 0.035 D_real: 0.378 D_fake: 0.425 (epoch: 467, iters: 4478, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.914 G_ID: 0.105 G_Rec: 0.361 D_GP: 0.076 D_real: 0.767 D_fake: 0.790 (epoch: 467, iters: 4878, time: 0.064) G_GAN: 0.561 G_GAN_Feat: 0.953 G_ID: 0.106 G_Rec: 0.437 D_GP: 0.030 D_real: 1.169 D_fake: 0.463 (epoch: 467, iters: 5278, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.589 G_ID: 0.093 G_Rec: 0.265 D_GP: 0.024 D_real: 1.313 D_fake: 0.624 (epoch: 467, iters: 5678, time: 0.063) G_GAN: 0.441 G_GAN_Feat: 0.872 G_ID: 0.114 G_Rec: 0.396 D_GP: 0.030 D_real: 1.129 D_fake: 0.566 (epoch: 467, iters: 6078, time: 0.063) G_GAN: 0.272 G_GAN_Feat: 0.639 G_ID: 0.100 G_Rec: 0.290 D_GP: 0.027 D_real: 1.209 D_fake: 0.731 (epoch: 467, iters: 6478, time: 0.064) G_GAN: 0.226 G_GAN_Feat: 0.926 G_ID: 0.107 G_Rec: 0.442 D_GP: 0.040 D_real: 0.769 D_fake: 0.778 (epoch: 467, iters: 6878, time: 0.064) G_GAN: 0.018 G_GAN_Feat: 0.687 G_ID: 0.086 G_Rec: 0.275 D_GP: 0.037 D_real: 0.900 D_fake: 0.982 (epoch: 467, iters: 7278, time: 0.064) G_GAN: 0.678 G_GAN_Feat: 0.975 G_ID: 0.112 G_Rec: 0.453 D_GP: 0.035 D_real: 1.317 D_fake: 0.360 (epoch: 467, iters: 7678, time: 0.064) G_GAN: -0.001 G_GAN_Feat: 0.796 G_ID: 0.157 G_Rec: 0.318 D_GP: 0.034 D_real: 0.829 D_fake: 1.001 (epoch: 467, iters: 8078, time: 0.064) G_GAN: 0.356 G_GAN_Feat: 0.930 G_ID: 0.115 G_Rec: 0.421 D_GP: 0.061 D_real: 0.845 D_fake: 0.649 (epoch: 467, iters: 8478, time: 0.064) G_GAN: 0.437 G_GAN_Feat: 0.781 G_ID: 0.082 G_Rec: 0.294 D_GP: 0.072 D_real: 0.888 D_fake: 0.565 (epoch: 468, iters: 270, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 0.993 G_ID: 0.107 G_Rec: 0.485 D_GP: 0.032 D_real: 1.116 D_fake: 0.551 (epoch: 468, iters: 670, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.918 G_ID: 0.103 G_Rec: 0.334 D_GP: 0.095 D_real: 0.377 D_fake: 0.808 (epoch: 468, iters: 1070, time: 0.064) G_GAN: 0.980 G_GAN_Feat: 1.116 G_ID: 0.111 G_Rec: 0.498 D_GP: 0.096 D_real: 0.955 D_fake: 0.154 (epoch: 468, iters: 1470, time: 0.064) G_GAN: -0.035 G_GAN_Feat: 0.903 G_ID: 0.114 G_Rec: 0.369 D_GP: 0.137 D_real: 0.414 D_fake: 1.035 (epoch: 468, iters: 1870, time: 0.064) G_GAN: 0.687 G_GAN_Feat: 1.186 G_ID: 0.108 G_Rec: 0.451 D_GP: 0.103 D_real: 1.061 D_fake: 0.382 (epoch: 468, iters: 2270, time: 0.064) G_GAN: 0.284 G_GAN_Feat: 0.732 G_ID: 0.100 G_Rec: 0.283 D_GP: 0.034 D_real: 1.210 D_fake: 0.717 (epoch: 468, iters: 2670, time: 0.064) G_GAN: 0.873 G_GAN_Feat: 1.053 G_ID: 0.111 G_Rec: 0.494 D_GP: 0.035 D_real: 1.337 D_fake: 0.215 (epoch: 468, iters: 3070, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.840 G_ID: 0.102 G_Rec: 0.315 D_GP: 0.111 D_real: 0.995 D_fake: 0.723 (epoch: 468, iters: 3470, time: 0.063) G_GAN: 0.398 G_GAN_Feat: 1.071 G_ID: 0.124 G_Rec: 0.456 D_GP: 0.039 D_real: 0.818 D_fake: 0.603 (epoch: 468, iters: 3870, time: 0.064) G_GAN: -0.048 G_GAN_Feat: 0.727 G_ID: 0.098 G_Rec: 0.315 D_GP: 0.034 D_real: 0.784 D_fake: 1.048 (epoch: 468, iters: 4270, time: 0.064) G_GAN: 0.281 G_GAN_Feat: 0.937 G_ID: 0.118 G_Rec: 0.434 D_GP: 0.036 D_real: 0.971 D_fake: 0.719 (epoch: 468, iters: 4670, time: 0.063) G_GAN: 0.175 G_GAN_Feat: 0.715 G_ID: 0.090 G_Rec: 0.294 D_GP: 0.031 D_real: 1.027 D_fake: 0.825 (epoch: 468, iters: 5070, time: 0.063) G_GAN: 0.499 G_GAN_Feat: 1.058 G_ID: 0.116 G_Rec: 0.469 D_GP: 0.049 D_real: 0.843 D_fake: 0.508 (epoch: 468, iters: 5470, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.740 G_ID: 0.107 G_Rec: 0.287 D_GP: 0.057 D_real: 0.840 D_fake: 0.827 (epoch: 468, iters: 5870, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 0.838 G_ID: 0.115 G_Rec: 0.434 D_GP: 0.026 D_real: 1.266 D_fake: 0.514 (epoch: 468, iters: 6270, time: 0.063) G_GAN: 0.289 G_GAN_Feat: 0.651 G_ID: 0.093 G_Rec: 0.299 D_GP: 0.027 D_real: 1.181 D_fake: 0.715 (epoch: 468, iters: 6670, time: 0.064) G_GAN: 0.646 G_GAN_Feat: 0.922 G_ID: 0.110 G_Rec: 0.476 D_GP: 0.032 D_real: 1.282 D_fake: 0.405 (epoch: 468, iters: 7070, time: 0.063) G_GAN: 0.191 G_GAN_Feat: 0.720 G_ID: 0.101 G_Rec: 0.359 D_GP: 0.045 D_real: 1.023 D_fake: 0.811 (epoch: 468, iters: 7470, time: 0.064) G_GAN: 0.393 G_GAN_Feat: 0.949 G_ID: 0.101 G_Rec: 0.446 D_GP: 0.039 D_real: 1.074 D_fake: 0.609 (epoch: 468, iters: 7870, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.745 G_ID: 0.080 G_Rec: 0.354 D_GP: 0.039 D_real: 0.917 D_fake: 0.864 (epoch: 468, iters: 8270, time: 0.064) G_GAN: 0.435 G_GAN_Feat: 0.941 G_ID: 0.137 G_Rec: 0.417 D_GP: 0.036 D_real: 1.034 D_fake: 0.566 (epoch: 468, iters: 8670, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.829 G_ID: 0.097 G_Rec: 0.324 D_GP: 0.085 D_real: 0.845 D_fake: 0.777 (epoch: 469, iters: 462, time: 0.064) G_GAN: 0.561 G_GAN_Feat: 0.969 G_ID: 0.116 G_Rec: 0.484 D_GP: 0.031 D_real: 1.136 D_fake: 0.447 (epoch: 469, iters: 862, time: 0.064) G_GAN: 0.157 G_GAN_Feat: 0.785 G_ID: 0.132 G_Rec: 0.308 D_GP: 0.049 D_real: 0.839 D_fake: 0.844 (epoch: 469, iters: 1262, time: 0.064) G_GAN: 0.756 G_GAN_Feat: 1.061 G_ID: 0.116 G_Rec: 0.423 D_GP: 0.048 D_real: 1.180 D_fake: 0.360 (epoch: 469, iters: 1662, time: 0.064) G_GAN: 0.066 G_GAN_Feat: 0.656 G_ID: 0.125 G_Rec: 0.338 D_GP: 0.028 D_real: 0.969 D_fake: 0.934 (epoch: 469, iters: 2062, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 0.786 G_ID: 0.104 G_Rec: 0.373 D_GP: 0.031 D_real: 1.027 D_fake: 0.726 (epoch: 469, iters: 2462, time: 0.064) G_GAN: -0.207 G_GAN_Feat: 0.616 G_ID: 0.093 G_Rec: 0.294 D_GP: 0.030 D_real: 0.755 D_fake: 1.207 (epoch: 469, iters: 2862, time: 0.064) G_GAN: 0.316 G_GAN_Feat: 0.830 G_ID: 0.118 G_Rec: 0.443 D_GP: 0.029 D_real: 0.944 D_fake: 0.705 (epoch: 469, iters: 3262, time: 0.064) G_GAN: -0.113 G_GAN_Feat: 0.640 G_ID: 0.097 G_Rec: 0.302 D_GP: 0.029 D_real: 0.750 D_fake: 1.113 (epoch: 469, iters: 3662, time: 0.064) G_GAN: 0.321 G_GAN_Feat: 0.868 G_ID: 0.112 G_Rec: 0.431 D_GP: 0.039 D_real: 0.962 D_fake: 0.698 (epoch: 469, iters: 4062, time: 0.064) G_GAN: 0.051 G_GAN_Feat: 0.630 G_ID: 0.097 G_Rec: 0.285 D_GP: 0.040 D_real: 0.864 D_fake: 0.949 (epoch: 469, iters: 4462, time: 0.063) G_GAN: 0.351 G_GAN_Feat: 0.838 G_ID: 0.113 G_Rec: 0.387 D_GP: 0.036 D_real: 1.030 D_fake: 0.659 (epoch: 469, iters: 4862, time: 0.064) G_GAN: -0.032 G_GAN_Feat: 0.689 G_ID: 0.118 G_Rec: 0.309 D_GP: 0.047 D_real: 0.757 D_fake: 1.032 (epoch: 469, iters: 5262, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.974 G_ID: 0.118 G_Rec: 0.455 D_GP: 0.050 D_real: 0.687 D_fake: 0.840 (epoch: 469, iters: 5662, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.684 G_ID: 0.101 G_Rec: 0.322 D_GP: 0.037 D_real: 0.970 D_fake: 0.826 (epoch: 469, iters: 6062, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.954 G_ID: 0.125 G_Rec: 0.466 D_GP: 0.064 D_real: 0.788 D_fake: 0.841 (epoch: 469, iters: 6462, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.799 G_ID: 0.099 G_Rec: 0.349 D_GP: 0.056 D_real: 0.848 D_fake: 0.778 (epoch: 469, iters: 6862, time: 0.064) G_GAN: 0.331 G_GAN_Feat: 0.888 G_ID: 0.130 G_Rec: 0.423 D_GP: 0.035 D_real: 0.931 D_fake: 0.673 (epoch: 469, iters: 7262, time: 0.064) G_GAN: 0.220 G_GAN_Feat: 0.709 G_ID: 0.096 G_Rec: 0.317 D_GP: 0.034 D_real: 1.105 D_fake: 0.780 (epoch: 469, iters: 7662, time: 0.064) G_GAN: 0.562 G_GAN_Feat: 0.946 G_ID: 0.105 G_Rec: 0.426 D_GP: 0.037 D_real: 1.113 D_fake: 0.448 (epoch: 469, iters: 8062, time: 0.064) G_GAN: -0.186 G_GAN_Feat: 0.749 G_ID: 0.096 G_Rec: 0.334 D_GP: 0.056 D_real: 0.795 D_fake: 1.186 (epoch: 469, iters: 8462, time: 0.064) G_GAN: 0.293 G_GAN_Feat: 0.953 G_ID: 0.112 G_Rec: 0.443 D_GP: 0.077 D_real: 0.840 D_fake: 0.710 (epoch: 470, iters: 254, time: 0.064) G_GAN: 0.179 G_GAN_Feat: 0.706 G_ID: 0.084 G_Rec: 0.290 D_GP: 0.034 D_real: 1.144 D_fake: 0.821 (epoch: 470, iters: 654, time: 0.064) G_GAN: 0.335 G_GAN_Feat: 1.077 G_ID: 0.135 G_Rec: 0.487 D_GP: 0.185 D_real: 0.306 D_fake: 0.666 (epoch: 470, iters: 1054, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.731 G_ID: 0.108 G_Rec: 0.359 D_GP: 0.028 D_real: 1.080 D_fake: 0.832 (epoch: 470, iters: 1454, time: 0.064) G_GAN: 0.235 G_GAN_Feat: 0.827 G_ID: 0.127 G_Rec: 0.389 D_GP: 0.033 D_real: 0.892 D_fake: 0.765 (epoch: 470, iters: 1854, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.706 G_ID: 0.106 G_Rec: 0.298 D_GP: 0.036 D_real: 0.861 D_fake: 0.926 (epoch: 470, iters: 2254, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.962 G_ID: 0.117 G_Rec: 0.445 D_GP: 0.041 D_real: 0.798 D_fake: 0.893 (epoch: 470, iters: 2654, time: 0.064) G_GAN: 0.108 G_GAN_Feat: 0.750 G_ID: 0.093 G_Rec: 0.330 D_GP: 0.109 D_real: 0.850 D_fake: 0.892 (epoch: 470, iters: 3054, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.905 G_ID: 0.142 G_Rec: 0.399 D_GP: 0.051 D_real: 0.837 D_fake: 0.698 (epoch: 470, iters: 3454, time: 0.064) G_GAN: 0.169 G_GAN_Feat: 0.679 G_ID: 0.090 G_Rec: 0.281 D_GP: 0.030 D_real: 1.079 D_fake: 0.832 (epoch: 470, iters: 3854, time: 0.064) G_GAN: 0.486 G_GAN_Feat: 0.883 G_ID: 0.119 G_Rec: 0.405 D_GP: 0.038 D_real: 1.088 D_fake: 0.526 (epoch: 470, iters: 4254, time: 0.064) G_GAN: 0.013 G_GAN_Feat: 0.951 G_ID: 0.121 G_Rec: 0.337 D_GP: 0.483 D_real: 0.217 D_fake: 0.990 (epoch: 470, iters: 4654, time: 0.064) G_GAN: 0.684 G_GAN_Feat: 1.056 G_ID: 0.127 G_Rec: 0.463 D_GP: 0.093 D_real: 0.454 D_fake: 0.416 (epoch: 470, iters: 5054, time: 0.064) G_GAN: 0.238 G_GAN_Feat: 0.628 G_ID: 0.106 G_Rec: 0.323 D_GP: 0.025 D_real: 1.168 D_fake: 0.768 (epoch: 470, iters: 5454, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.825 G_ID: 0.128 G_Rec: 0.418 D_GP: 0.028 D_real: 1.213 D_fake: 0.546 (epoch: 470, iters: 5854, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.607 G_ID: 0.093 G_Rec: 0.291 D_GP: 0.024 D_real: 1.102 D_fake: 0.845 (epoch: 470, iters: 6254, time: 0.064) G_GAN: 0.264 G_GAN_Feat: 0.797 G_ID: 0.125 G_Rec: 0.390 D_GP: 0.025 D_real: 1.041 D_fake: 0.736 (epoch: 470, iters: 6654, time: 0.064) G_GAN: 0.086 G_GAN_Feat: 0.633 G_ID: 0.101 G_Rec: 0.293 D_GP: 0.029 D_real: 1.050 D_fake: 0.914 (epoch: 470, iters: 7054, time: 0.064) G_GAN: 0.525 G_GAN_Feat: 0.882 G_ID: 0.098 G_Rec: 0.431 D_GP: 0.035 D_real: 1.153 D_fake: 0.491 (epoch: 470, iters: 7454, time: 0.064) G_GAN: 0.134 G_GAN_Feat: 0.639 G_ID: 0.087 G_Rec: 0.292 D_GP: 0.039 D_real: 1.008 D_fake: 0.866 (epoch: 470, iters: 7854, time: 0.064) G_GAN: 0.185 G_GAN_Feat: 0.850 G_ID: 0.127 G_Rec: 0.406 D_GP: 0.043 D_real: 0.858 D_fake: 0.815 (epoch: 470, iters: 8254, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.641 G_ID: 0.108 G_Rec: 0.290 D_GP: 0.035 D_real: 0.954 D_fake: 0.909 (epoch: 470, iters: 8654, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.888 G_ID: 0.118 G_Rec: 0.439 D_GP: 0.039 D_real: 0.792 D_fake: 0.791 (epoch: 471, iters: 446, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.674 G_ID: 0.097 G_Rec: 0.293 D_GP: 0.036 D_real: 1.029 D_fake: 0.809 (epoch: 471, iters: 846, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.890 G_ID: 0.117 G_Rec: 0.425 D_GP: 0.038 D_real: 0.973 D_fake: 0.639 (epoch: 471, iters: 1246, time: 0.064) G_GAN: 0.047 G_GAN_Feat: 0.695 G_ID: 0.082 G_Rec: 0.296 D_GP: 0.082 D_real: 0.851 D_fake: 0.953 (epoch: 471, iters: 1646, time: 0.064) G_GAN: 0.194 G_GAN_Feat: 0.880 G_ID: 0.125 G_Rec: 0.387 D_GP: 0.043 D_real: 0.857 D_fake: 0.807 (epoch: 471, iters: 2046, time: 0.064) G_GAN: -0.042 G_GAN_Feat: 0.850 G_ID: 0.101 G_Rec: 0.337 D_GP: 0.070 D_real: 0.844 D_fake: 1.043 (epoch: 471, iters: 2446, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.881 G_ID: 0.138 G_Rec: 0.415 D_GP: 0.032 D_real: 0.828 D_fake: 0.864 (epoch: 471, iters: 2846, time: 0.064) G_GAN: 0.002 G_GAN_Feat: 0.679 G_ID: 0.101 G_Rec: 0.284 D_GP: 0.044 D_real: 0.818 D_fake: 0.998 (epoch: 471, iters: 3246, time: 0.063) G_GAN: 0.486 G_GAN_Feat: 0.881 G_ID: 0.109 G_Rec: 0.389 D_GP: 0.037 D_real: 1.185 D_fake: 0.533 (epoch: 471, iters: 3646, time: 0.064) G_GAN: 0.203 G_GAN_Feat: 0.654 G_ID: 0.090 G_Rec: 0.274 D_GP: 0.031 D_real: 1.106 D_fake: 0.797 (epoch: 471, iters: 4046, time: 0.064) G_GAN: 0.608 G_GAN_Feat: 0.870 G_ID: 0.103 G_Rec: 0.389 D_GP: 0.032 D_real: 1.370 D_fake: 0.404 (epoch: 471, iters: 4446, time: 0.063) G_GAN: -0.100 G_GAN_Feat: 0.846 G_ID: 0.096 G_Rec: 0.362 D_GP: 0.193 D_real: 0.666 D_fake: 1.102 (epoch: 471, iters: 4846, time: 0.064) G_GAN: 0.390 G_GAN_Feat: 0.910 G_ID: 0.120 G_Rec: 0.451 D_GP: 0.031 D_real: 1.006 D_fake: 0.621 (epoch: 471, iters: 5246, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.641 G_ID: 0.078 G_Rec: 0.274 D_GP: 0.030 D_real: 1.097 D_fake: 0.807 (epoch: 471, iters: 5646, time: 0.064) G_GAN: 0.691 G_GAN_Feat: 0.931 G_ID: 0.110 G_Rec: 0.442 D_GP: 0.032 D_real: 1.248 D_fake: 0.345 (epoch: 471, iters: 6046, time: 0.063) G_GAN: 0.224 G_GAN_Feat: 0.678 G_ID: 0.094 G_Rec: 0.290 D_GP: 0.028 D_real: 1.074 D_fake: 0.776 (epoch: 471, iters: 6446, time: 0.063) G_GAN: 0.530 G_GAN_Feat: 0.897 G_ID: 0.106 G_Rec: 0.408 D_GP: 0.031 D_real: 1.215 D_fake: 0.476 (epoch: 471, iters: 6846, time: 0.064) G_GAN: 0.282 G_GAN_Feat: 0.781 G_ID: 0.090 G_Rec: 0.315 D_GP: 0.046 D_real: 1.059 D_fake: 0.719 (epoch: 471, iters: 7246, time: 0.064) G_GAN: 0.102 G_GAN_Feat: 0.924 G_ID: 0.154 G_Rec: 0.430 D_GP: 0.033 D_real: 0.782 D_fake: 0.898 (epoch: 471, iters: 7646, time: 0.063) G_GAN: 0.281 G_GAN_Feat: 0.702 G_ID: 0.115 G_Rec: 0.301 D_GP: 0.034 D_real: 1.153 D_fake: 0.725 (epoch: 471, iters: 8046, time: 0.064) G_GAN: 0.514 G_GAN_Feat: 0.921 G_ID: 0.116 G_Rec: 0.441 D_GP: 0.037 D_real: 1.176 D_fake: 0.499 (epoch: 471, iters: 8446, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.664 G_ID: 0.095 G_Rec: 0.294 D_GP: 0.035 D_real: 1.006 D_fake: 0.839 (epoch: 472, iters: 238, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 1.018 G_ID: 0.125 G_Rec: 0.448 D_GP: 0.070 D_real: 0.821 D_fake: 0.724 (epoch: 472, iters: 638, time: 0.063) G_GAN: 0.085 G_GAN_Feat: 0.650 G_ID: 0.102 G_Rec: 0.268 D_GP: 0.037 D_real: 1.019 D_fake: 0.915 (epoch: 472, iters: 1038, time: 0.063) G_GAN: 0.523 G_GAN_Feat: 0.970 G_ID: 0.138 G_Rec: 0.409 D_GP: 0.037 D_real: 1.050 D_fake: 0.487 (epoch: 472, iters: 1438, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.788 G_ID: 0.109 G_Rec: 0.334 D_GP: 0.044 D_real: 0.972 D_fake: 0.742 (epoch: 472, iters: 1838, time: 0.063) G_GAN: 0.354 G_GAN_Feat: 1.044 G_ID: 0.136 G_Rec: 0.422 D_GP: 0.151 D_real: 0.395 D_fake: 0.649 (epoch: 472, iters: 2238, time: 0.063) G_GAN: 0.050 G_GAN_Feat: 0.755 G_ID: 0.109 G_Rec: 0.330 D_GP: 0.032 D_real: 0.973 D_fake: 0.951 (epoch: 472, iters: 2638, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.996 G_ID: 0.134 G_Rec: 0.494 D_GP: 0.048 D_real: 0.701 D_fake: 0.737 (epoch: 472, iters: 3038, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.779 G_ID: 0.098 G_Rec: 0.329 D_GP: 0.058 D_real: 0.786 D_fake: 0.960 (epoch: 472, iters: 3438, time: 0.063) G_GAN: 0.734 G_GAN_Feat: 1.099 G_ID: 0.112 G_Rec: 0.464 D_GP: 0.039 D_real: 1.296 D_fake: 0.306 (epoch: 472, iters: 3838, time: 0.063) G_GAN: -0.092 G_GAN_Feat: 0.850 G_ID: 0.091 G_Rec: 0.347 D_GP: 0.063 D_real: 0.405 D_fake: 1.092 (epoch: 472, iters: 4238, time: 0.063) G_GAN: 0.788 G_GAN_Feat: 0.992 G_ID: 0.115 G_Rec: 0.433 D_GP: 0.057 D_real: 1.053 D_fake: 0.268 (epoch: 472, iters: 4638, time: 0.064) G_GAN: 0.082 G_GAN_Feat: 0.783 G_ID: 0.097 G_Rec: 0.337 D_GP: 0.044 D_real: 0.774 D_fake: 0.918 (epoch: 472, iters: 5038, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.969 G_ID: 0.135 G_Rec: 0.450 D_GP: 0.041 D_real: 0.893 D_fake: 0.640 (epoch: 472, iters: 5438, time: 0.063) G_GAN: 0.405 G_GAN_Feat: 0.804 G_ID: 0.114 G_Rec: 0.314 D_GP: 0.036 D_real: 1.112 D_fake: 0.596 (epoch: 472, iters: 5838, time: 0.064) G_GAN: 0.604 G_GAN_Feat: 1.121 G_ID: 0.110 G_Rec: 0.424 D_GP: 0.041 D_real: 0.642 D_fake: 0.406 (epoch: 472, iters: 6238, time: 0.064) G_GAN: 0.018 G_GAN_Feat: 0.699 G_ID: 0.106 G_Rec: 0.334 D_GP: 0.030 D_real: 0.934 D_fake: 0.984 (epoch: 472, iters: 6638, time: 0.064) G_GAN: 0.126 G_GAN_Feat: 0.937 G_ID: 0.119 G_Rec: 0.417 D_GP: 0.046 D_real: 0.677 D_fake: 0.878 (epoch: 472, iters: 7038, time: 0.063) G_GAN: -0.155 G_GAN_Feat: 0.699 G_ID: 0.100 G_Rec: 0.289 D_GP: 0.033 D_real: 0.838 D_fake: 1.155 (epoch: 472, iters: 7438, time: 0.064) G_GAN: 0.309 G_GAN_Feat: 0.914 G_ID: 0.109 G_Rec: 0.387 D_GP: 0.034 D_real: 1.107 D_fake: 0.692 (epoch: 472, iters: 7838, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.756 G_ID: 0.107 G_Rec: 0.294 D_GP: 0.044 D_real: 1.012 D_fake: 0.839 (epoch: 472, iters: 8238, time: 0.063) G_GAN: 0.682 G_GAN_Feat: 1.063 G_ID: 0.115 G_Rec: 0.476 D_GP: 0.062 D_real: 0.994 D_fake: 0.348 (epoch: 472, iters: 8638, time: 0.063) G_GAN: 0.484 G_GAN_Feat: 0.855 G_ID: 0.110 G_Rec: 0.310 D_GP: 0.122 D_real: 0.763 D_fake: 0.530 (epoch: 473, iters: 430, time: 0.063) G_GAN: 0.739 G_GAN_Feat: 1.186 G_ID: 0.104 G_Rec: 0.479 D_GP: 0.040 D_real: 0.778 D_fake: 0.317 (epoch: 473, iters: 830, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 0.868 G_ID: 0.103 G_Rec: 0.309 D_GP: 0.092 D_real: 0.787 D_fake: 0.647 (epoch: 473, iters: 1230, time: 0.063) G_GAN: 0.447 G_GAN_Feat: 0.934 G_ID: 0.111 G_Rec: 0.472 D_GP: 0.031 D_real: 1.143 D_fake: 0.567 (epoch: 473, iters: 1630, time: 0.064) G_GAN: 0.193 G_GAN_Feat: 0.662 G_ID: 0.100 G_Rec: 0.302 D_GP: 0.026 D_real: 1.151 D_fake: 0.808 (epoch: 473, iters: 2030, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 0.880 G_ID: 0.104 G_Rec: 0.419 D_GP: 0.033 D_real: 1.145 D_fake: 0.628 (epoch: 473, iters: 2430, time: 0.064) G_GAN: 0.211 G_GAN_Feat: 0.703 G_ID: 0.105 G_Rec: 0.318 D_GP: 0.040 D_real: 0.983 D_fake: 0.790 (epoch: 473, iters: 2830, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.922 G_ID: 0.120 G_Rec: 0.463 D_GP: 0.049 D_real: 0.808 D_fake: 0.726 (epoch: 473, iters: 3230, time: 0.064) G_GAN: 0.215 G_GAN_Feat: 0.671 G_ID: 0.085 G_Rec: 0.322 D_GP: 0.040 D_real: 1.131 D_fake: 0.786 (epoch: 473, iters: 3630, time: 0.063) G_GAN: 0.372 G_GAN_Feat: 0.973 G_ID: 0.106 G_Rec: 0.433 D_GP: 0.052 D_real: 0.906 D_fake: 0.639 (epoch: 473, iters: 4030, time: 0.064) G_GAN: 0.047 G_GAN_Feat: 0.662 G_ID: 0.099 G_Rec: 0.292 D_GP: 0.039 D_real: 0.934 D_fake: 0.953 (epoch: 473, iters: 4430, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 1.006 G_ID: 0.119 G_Rec: 0.473 D_GP: 0.074 D_real: 0.939 D_fake: 0.661 (epoch: 473, iters: 4830, time: 0.064) G_GAN: 0.100 G_GAN_Feat: 0.702 G_ID: 0.103 G_Rec: 0.290 D_GP: 0.040 D_real: 0.895 D_fake: 0.900 (epoch: 473, iters: 5230, time: 0.064) G_GAN: 0.320 G_GAN_Feat: 0.951 G_ID: 0.122 G_Rec: 0.410 D_GP: 0.054 D_real: 0.901 D_fake: 0.689 (epoch: 473, iters: 5630, time: 0.064) G_GAN: 0.239 G_GAN_Feat: 0.716 G_ID: 0.085 G_Rec: 0.285 D_GP: 0.050 D_real: 0.993 D_fake: 0.762 (epoch: 473, iters: 6030, time: 0.064) G_GAN: 0.415 G_GAN_Feat: 1.015 G_ID: 0.108 G_Rec: 0.421 D_GP: 0.064 D_real: 0.855 D_fake: 0.592 (epoch: 473, iters: 6430, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.768 G_ID: 0.109 G_Rec: 0.302 D_GP: 0.048 D_real: 0.963 D_fake: 0.830 (epoch: 473, iters: 6830, time: 0.063) G_GAN: 0.101 G_GAN_Feat: 1.208 G_ID: 0.109 G_Rec: 0.494 D_GP: 4.292 D_real: 0.437 D_fake: 0.930 (epoch: 473, iters: 7230, time: 0.064) G_GAN: 0.197 G_GAN_Feat: 0.626 G_ID: 0.098 G_Rec: 0.286 D_GP: 0.028 D_real: 1.154 D_fake: 0.804 (epoch: 473, iters: 7630, time: 0.064) G_GAN: 0.115 G_GAN_Feat: 0.793 G_ID: 0.118 G_Rec: 0.391 D_GP: 0.036 D_real: 0.812 D_fake: 0.886 (epoch: 473, iters: 8030, time: 0.064) G_GAN: 0.056 G_GAN_Feat: 0.636 G_ID: 0.086 G_Rec: 0.300 D_GP: 0.027 D_real: 1.040 D_fake: 0.944 (epoch: 473, iters: 8430, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 0.873 G_ID: 0.101 G_Rec: 0.427 D_GP: 0.054 D_real: 0.569 D_fake: 0.941 (epoch: 474, iters: 222, time: 0.064) G_GAN: -0.104 G_GAN_Feat: 0.715 G_ID: 0.094 G_Rec: 0.315 D_GP: 0.072 D_real: 0.684 D_fake: 1.105 (epoch: 474, iters: 622, time: 0.064) G_GAN: 0.132 G_GAN_Feat: 0.896 G_ID: 0.113 G_Rec: 0.417 D_GP: 0.036 D_real: 0.687 D_fake: 0.868 (epoch: 474, iters: 1022, time: 0.064) G_GAN: 0.096 G_GAN_Feat: 0.706 G_ID: 0.097 G_Rec: 0.321 D_GP: 0.041 D_real: 0.850 D_fake: 0.904 (epoch: 474, iters: 1422, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.901 G_ID: 0.104 G_Rec: 0.418 D_GP: 0.048 D_real: 0.759 D_fake: 0.738 (epoch: 474, iters: 1822, time: 0.064) G_GAN: -0.061 G_GAN_Feat: 0.790 G_ID: 0.121 G_Rec: 0.322 D_GP: 0.067 D_real: 0.579 D_fake: 1.061 (epoch: 474, iters: 2222, time: 0.064) G_GAN: 0.613 G_GAN_Feat: 0.973 G_ID: 0.122 G_Rec: 0.467 D_GP: 0.039 D_real: 1.159 D_fake: 0.412 (epoch: 474, iters: 2622, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.689 G_ID: 0.123 G_Rec: 0.272 D_GP: 0.043 D_real: 1.072 D_fake: 0.739 (epoch: 474, iters: 3022, time: 0.063) G_GAN: 0.549 G_GAN_Feat: 0.944 G_ID: 0.139 G_Rec: 0.442 D_GP: 0.036 D_real: 1.018 D_fake: 0.459 (epoch: 474, iters: 3422, time: 0.064) G_GAN: 0.413 G_GAN_Feat: 0.739 G_ID: 0.090 G_Rec: 0.323 D_GP: 0.042 D_real: 1.121 D_fake: 0.591 (epoch: 474, iters: 3822, time: 0.063) G_GAN: 0.345 G_GAN_Feat: 1.057 G_ID: 0.120 G_Rec: 0.506 D_GP: 0.042 D_real: 1.081 D_fake: 0.679 (epoch: 474, iters: 4222, time: 0.064) G_GAN: -0.026 G_GAN_Feat: 0.686 G_ID: 0.103 G_Rec: 0.324 D_GP: 0.031 D_real: 0.919 D_fake: 1.026 (epoch: 474, iters: 4622, time: 0.063) G_GAN: -0.059 G_GAN_Feat: 0.939 G_ID: 0.138 G_Rec: 0.451 D_GP: 0.050 D_real: 0.665 D_fake: 1.059 (epoch: 474, iters: 5022, time: 0.064) G_GAN: -0.027 G_GAN_Feat: 0.731 G_ID: 0.097 G_Rec: 0.325 D_GP: 0.065 D_real: 0.716 D_fake: 1.028 (epoch: 474, iters: 5422, time: 0.063) G_GAN: 0.069 G_GAN_Feat: 0.822 G_ID: 0.162 G_Rec: 0.370 D_GP: 0.040 D_real: 0.668 D_fake: 0.931 (epoch: 474, iters: 5822, time: 0.063) G_GAN: 0.012 G_GAN_Feat: 0.730 G_ID: 0.091 G_Rec: 0.303 D_GP: 0.042 D_real: 0.923 D_fake: 0.988 (epoch: 474, iters: 6222, time: 0.064) G_GAN: 0.529 G_GAN_Feat: 0.952 G_ID: 0.107 G_Rec: 0.407 D_GP: 0.046 D_real: 1.174 D_fake: 0.517 (epoch: 474, iters: 6622, time: 0.064) G_GAN: 0.245 G_GAN_Feat: 0.792 G_ID: 0.107 G_Rec: 0.346 D_GP: 0.050 D_real: 0.996 D_fake: 0.762 (epoch: 474, iters: 7022, time: 0.064) G_GAN: 0.503 G_GAN_Feat: 0.892 G_ID: 0.103 G_Rec: 0.417 D_GP: 0.033 D_real: 1.050 D_fake: 0.510 (epoch: 474, iters: 7422, time: 0.064) G_GAN: -0.088 G_GAN_Feat: 0.853 G_ID: 0.105 G_Rec: 0.355 D_GP: 0.105 D_real: 0.372 D_fake: 1.088 (epoch: 474, iters: 7822, time: 0.064) G_GAN: 0.464 G_GAN_Feat: 0.983 G_ID: 0.111 G_Rec: 0.403 D_GP: 0.037 D_real: 0.882 D_fake: 0.549 (epoch: 474, iters: 8222, time: 0.064) G_GAN: 0.049 G_GAN_Feat: 0.976 G_ID: 0.097 G_Rec: 0.365 D_GP: 1.100 D_real: 0.371 D_fake: 0.955 (epoch: 474, iters: 8622, time: 0.064) G_GAN: 0.490 G_GAN_Feat: 0.956 G_ID: 0.108 G_Rec: 0.498 D_GP: 0.028 D_real: 1.058 D_fake: 0.549 (epoch: 475, iters: 414, time: 0.064) G_GAN: -0.010 G_GAN_Feat: 0.752 G_ID: 0.092 G_Rec: 0.296 D_GP: 0.042 D_real: 0.700 D_fake: 1.010 (epoch: 475, iters: 814, time: 0.064) G_GAN: -0.160 G_GAN_Feat: 0.994 G_ID: 0.125 G_Rec: 0.433 D_GP: 0.146 D_real: 0.351 D_fake: 1.161 (epoch: 475, iters: 1214, time: 0.064) G_GAN: 0.160 G_GAN_Feat: 0.847 G_ID: 0.088 G_Rec: 0.363 D_GP: 0.132 D_real: 0.580 D_fake: 0.840 (epoch: 475, iters: 1614, time: 0.063) G_GAN: 0.579 G_GAN_Feat: 0.999 G_ID: 0.120 G_Rec: 0.427 D_GP: 0.039 D_real: 0.931 D_fake: 0.443 (epoch: 475, iters: 2014, time: 0.063) G_GAN: 0.226 G_GAN_Feat: 0.771 G_ID: 0.095 G_Rec: 0.284 D_GP: 0.033 D_real: 0.853 D_fake: 0.774 (epoch: 475, iters: 2414, time: 0.064) G_GAN: 0.774 G_GAN_Feat: 1.023 G_ID: 0.136 G_Rec: 0.419 D_GP: 0.054 D_real: 1.159 D_fake: 0.287 (epoch: 475, iters: 2814, time: 0.064) G_GAN: 0.142 G_GAN_Feat: 0.998 G_ID: 0.117 G_Rec: 0.367 D_GP: 0.685 D_real: 0.275 D_fake: 0.942 (epoch: 475, iters: 3214, time: 0.063) G_GAN: 1.014 G_GAN_Feat: 1.042 G_ID: 0.127 G_Rec: 0.445 D_GP: 0.074 D_real: 1.303 D_fake: 0.113 (epoch: 475, iters: 3614, time: 0.064) G_GAN: 0.037 G_GAN_Feat: 0.692 G_ID: 0.104 G_Rec: 0.303 D_GP: 0.032 D_real: 0.972 D_fake: 0.963 (epoch: 475, iters: 4014, time: 0.063) G_GAN: -0.029 G_GAN_Feat: 0.915 G_ID: 0.143 G_Rec: 0.426 D_GP: 0.036 D_real: 0.667 D_fake: 1.031 (epoch: 475, iters: 4414, time: 0.064) G_GAN: -0.022 G_GAN_Feat: 0.717 G_ID: 0.088 G_Rec: 0.319 D_GP: 0.069 D_real: 0.819 D_fake: 1.022 (epoch: 475, iters: 4814, time: 0.063) G_GAN: -0.041 G_GAN_Feat: 0.963 G_ID: 0.117 G_Rec: 0.445 D_GP: 0.047 D_real: 0.593 D_fake: 1.041 (epoch: 475, iters: 5214, time: 0.063) G_GAN: 0.008 G_GAN_Feat: 0.894 G_ID: 0.104 G_Rec: 0.342 D_GP: 0.059 D_real: 0.496 D_fake: 0.992 (epoch: 475, iters: 5614, time: 0.064) G_GAN: 0.333 G_GAN_Feat: 0.928 G_ID: 0.157 G_Rec: 0.416 D_GP: 0.039 D_real: 0.965 D_fake: 0.671 (epoch: 475, iters: 6014, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.691 G_ID: 0.091 G_Rec: 0.276 D_GP: 0.037 D_real: 1.232 D_fake: 0.634 (epoch: 475, iters: 6414, time: 0.064) G_GAN: 0.748 G_GAN_Feat: 0.953 G_ID: 0.117 G_Rec: 0.425 D_GP: 0.031 D_real: 1.278 D_fake: 0.301 (epoch: 475, iters: 6814, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.710 G_ID: 0.088 G_Rec: 0.291 D_GP: 0.029 D_real: 1.176 D_fake: 0.720 (epoch: 475, iters: 7214, time: 0.064) G_GAN: 0.528 G_GAN_Feat: 1.020 G_ID: 0.112 G_Rec: 0.437 D_GP: 0.060 D_real: 1.020 D_fake: 0.478 (epoch: 475, iters: 7614, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.804 G_ID: 0.103 G_Rec: 0.343 D_GP: 0.041 D_real: 1.021 D_fake: 0.713 (epoch: 475, iters: 8014, time: 0.064) G_GAN: 0.588 G_GAN_Feat: 0.969 G_ID: 0.097 G_Rec: 0.462 D_GP: 0.032 D_real: 1.213 D_fake: 0.441 (epoch: 475, iters: 8414, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.712 G_ID: 0.112 G_Rec: 0.286 D_GP: 0.030 D_real: 0.978 D_fake: 0.941 (epoch: 476, iters: 206, time: 0.064) G_GAN: 0.474 G_GAN_Feat: 0.994 G_ID: 0.132 G_Rec: 0.419 D_GP: 0.039 D_real: 0.910 D_fake: 0.546 (epoch: 476, iters: 606, time: 0.064) G_GAN: 0.227 G_GAN_Feat: 0.657 G_ID: 0.093 G_Rec: 0.277 D_GP: 0.027 D_real: 1.176 D_fake: 0.773 (epoch: 476, iters: 1006, time: 0.064) G_GAN: 0.493 G_GAN_Feat: 1.029 G_ID: 0.110 G_Rec: 0.496 D_GP: 0.037 D_real: 1.066 D_fake: 0.526 (epoch: 476, iters: 1406, time: 0.064) G_GAN: 0.164 G_GAN_Feat: 0.651 G_ID: 0.098 G_Rec: 0.273 D_GP: 0.029 D_real: 1.062 D_fake: 0.837 (epoch: 476, iters: 1806, time: 0.064) G_GAN: 0.334 G_GAN_Feat: 1.023 G_ID: 0.110 G_Rec: 0.479 D_GP: 0.068 D_real: 0.710 D_fake: 0.667 (epoch: 476, iters: 2206, time: 0.064) G_GAN: -0.134 G_GAN_Feat: 0.749 G_ID: 0.080 G_Rec: 0.309 D_GP: 0.194 D_real: 0.504 D_fake: 1.134 (epoch: 476, iters: 2606, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 1.013 G_ID: 0.110 G_Rec: 0.445 D_GP: 0.033 D_real: 0.822 D_fake: 0.726 (epoch: 476, iters: 3006, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.667 G_ID: 0.095 G_Rec: 0.263 D_GP: 0.033 D_real: 0.995 D_fake: 0.912 (epoch: 476, iters: 3406, time: 0.064) G_GAN: 0.894 G_GAN_Feat: 0.981 G_ID: 0.109 G_Rec: 0.435 D_GP: 0.041 D_real: 1.557 D_fake: 0.272 (epoch: 476, iters: 3806, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.736 G_ID: 0.097 G_Rec: 0.299 D_GP: 0.040 D_real: 0.865 D_fake: 0.941 (epoch: 476, iters: 4206, time: 0.064) G_GAN: 0.434 G_GAN_Feat: 0.950 G_ID: 0.129 G_Rec: 0.424 D_GP: 0.037 D_real: 1.120 D_fake: 0.569 (epoch: 476, iters: 4606, time: 0.064) G_GAN: 0.259 G_GAN_Feat: 0.748 G_ID: 0.095 G_Rec: 0.280 D_GP: 0.039 D_real: 1.056 D_fake: 0.742 (epoch: 476, iters: 5006, time: 0.064) G_GAN: 0.785 G_GAN_Feat: 1.064 G_ID: 0.101 G_Rec: 0.460 D_GP: 0.061 D_real: 0.905 D_fake: 0.254 (epoch: 476, iters: 5406, time: 0.064) G_GAN: 0.396 G_GAN_Feat: 0.910 G_ID: 0.108 G_Rec: 0.359 D_GP: 0.168 D_real: 0.714 D_fake: 0.718 (epoch: 476, iters: 5806, time: 0.064) G_GAN: 0.058 G_GAN_Feat: 0.866 G_ID: 0.127 G_Rec: 0.396 D_GP: 0.030 D_real: 0.844 D_fake: 0.943 (epoch: 476, iters: 6206, time: 0.064) G_GAN: -0.141 G_GAN_Feat: 0.754 G_ID: 0.095 G_Rec: 0.321 D_GP: 0.047 D_real: 0.594 D_fake: 1.141 (epoch: 476, iters: 6606, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 1.067 G_ID: 0.117 G_Rec: 0.478 D_GP: 0.101 D_real: 0.482 D_fake: 0.701 (epoch: 476, iters: 7006, time: 0.064) G_GAN: 0.624 G_GAN_Feat: 0.870 G_ID: 0.088 G_Rec: 0.349 D_GP: 0.045 D_real: 1.102 D_fake: 0.549 (epoch: 476, iters: 7406, time: 0.064) G_GAN: 0.455 G_GAN_Feat: 0.998 G_ID: 0.116 G_Rec: 0.427 D_GP: 0.052 D_real: 1.289 D_fake: 0.560 (epoch: 476, iters: 7806, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 0.734 G_ID: 0.079 G_Rec: 0.328 D_GP: 0.036 D_real: 1.199 D_fake: 0.709 (epoch: 476, iters: 8206, time: 0.064) G_GAN: 0.451 G_GAN_Feat: 0.987 G_ID: 0.113 G_Rec: 0.424 D_GP: 0.041 D_real: 0.956 D_fake: 0.556 (epoch: 476, iters: 8606, time: 0.064) G_GAN: 0.348 G_GAN_Feat: 0.824 G_ID: 0.088 G_Rec: 0.317 D_GP: 0.034 D_real: 1.082 D_fake: 0.653 (epoch: 477, iters: 398, time: 0.064) G_GAN: 0.628 G_GAN_Feat: 0.951 G_ID: 0.125 G_Rec: 0.446 D_GP: 0.043 D_real: 1.211 D_fake: 0.386 (epoch: 477, iters: 798, time: 0.064) G_GAN: 0.067 G_GAN_Feat: 0.814 G_ID: 0.089 G_Rec: 0.335 D_GP: 0.085 D_real: 0.826 D_fake: 0.933 (epoch: 477, iters: 1198, time: 0.064) G_GAN: 0.619 G_GAN_Feat: 0.953 G_ID: 0.101 G_Rec: 0.401 D_GP: 0.035 D_real: 1.220 D_fake: 0.425 (epoch: 477, iters: 1598, time: 0.064) G_GAN: 0.279 G_GAN_Feat: 0.849 G_ID: 0.083 G_Rec: 0.333 D_GP: 0.035 D_real: 0.679 D_fake: 0.721 (epoch: 477, iters: 1998, time: 0.064) G_GAN: 0.635 G_GAN_Feat: 1.021 G_ID: 0.106 G_Rec: 0.462 D_GP: 0.035 D_real: 1.171 D_fake: 0.433 (epoch: 477, iters: 2398, time: 0.064) G_GAN: 0.477 G_GAN_Feat: 0.871 G_ID: 0.096 G_Rec: 0.301 D_GP: 0.057 D_real: 0.953 D_fake: 0.533 (epoch: 477, iters: 2798, time: 0.064) G_GAN: 0.494 G_GAN_Feat: 1.052 G_ID: 0.104 G_Rec: 0.452 D_GP: 0.056 D_real: 0.860 D_fake: 0.525 (epoch: 477, iters: 3198, time: 0.064) G_GAN: 0.495 G_GAN_Feat: 1.013 G_ID: 0.091 G_Rec: 0.359 D_GP: 0.897 D_real: 0.578 D_fake: 0.563 (epoch: 477, iters: 3598, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.988 G_ID: 0.105 G_Rec: 0.461 D_GP: 0.038 D_real: 0.829 D_fake: 0.648 (epoch: 477, iters: 3998, time: 0.064) G_GAN: 0.071 G_GAN_Feat: 0.901 G_ID: 0.103 G_Rec: 0.334 D_GP: 0.050 D_real: 0.768 D_fake: 0.934 (epoch: 477, iters: 4398, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.945 G_ID: 0.136 G_Rec: 0.403 D_GP: 0.035 D_real: 0.959 D_fake: 0.746 (epoch: 477, iters: 4798, time: 0.064) G_GAN: 0.041 G_GAN_Feat: 0.685 G_ID: 0.098 G_Rec: 0.306 D_GP: 0.038 D_real: 0.868 D_fake: 0.959 (epoch: 477, iters: 5198, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 1.078 G_ID: 0.120 G_Rec: 0.441 D_GP: 0.041 D_real: 0.604 D_fake: 0.677 (epoch: 477, iters: 5598, time: 0.064) G_GAN: 0.303 G_GAN_Feat: 0.908 G_ID: 0.092 G_Rec: 0.343 D_GP: 0.074 D_real: 1.086 D_fake: 0.700 (epoch: 477, iters: 5998, time: 0.064) G_GAN: 1.046 G_GAN_Feat: 1.147 G_ID: 0.108 G_Rec: 0.477 D_GP: 0.071 D_real: 0.990 D_fake: 0.167 (epoch: 477, iters: 6398, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.694 G_ID: 0.091 G_Rec: 0.294 D_GP: 0.032 D_real: 1.116 D_fake: 0.849 (epoch: 477, iters: 6798, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.921 G_ID: 0.131 G_Rec: 0.424 D_GP: 0.042 D_real: 0.641 D_fake: 0.842 (epoch: 477, iters: 7198, time: 0.064) G_GAN: -0.195 G_GAN_Feat: 0.824 G_ID: 0.105 G_Rec: 0.328 D_GP: 0.088 D_real: 0.569 D_fake: 1.195 (epoch: 477, iters: 7598, time: 0.064) G_GAN: 0.832 G_GAN_Feat: 0.941 G_ID: 0.127 G_Rec: 0.392 D_GP: 0.036 D_real: 1.493 D_fake: 0.251 (epoch: 477, iters: 7998, time: 0.063) G_GAN: 0.318 G_GAN_Feat: 0.835 G_ID: 0.100 G_Rec: 0.379 D_GP: 0.053 D_real: 1.157 D_fake: 0.683 (epoch: 477, iters: 8398, time: 0.064) G_GAN: 0.460 G_GAN_Feat: 1.017 G_ID: 0.110 G_Rec: 0.403 D_GP: 0.099 D_real: 0.593 D_fake: 0.542 (epoch: 478, iters: 190, time: 0.063) G_GAN: 0.175 G_GAN_Feat: 0.900 G_ID: 0.091 G_Rec: 0.313 D_GP: 0.034 D_real: 0.844 D_fake: 0.825 (epoch: 478, iters: 590, time: 0.064) G_GAN: 0.417 G_GAN_Feat: 0.862 G_ID: 0.121 G_Rec: 0.451 D_GP: 0.027 D_real: 1.156 D_fake: 0.587 (epoch: 478, iters: 990, time: 0.063) G_GAN: 0.221 G_GAN_Feat: 0.646 G_ID: 0.077 G_Rec: 0.311 D_GP: 0.023 D_real: 1.148 D_fake: 0.779 (epoch: 478, iters: 1390, time: 0.064) G_GAN: 0.280 G_GAN_Feat: 0.891 G_ID: 0.110 G_Rec: 0.462 D_GP: 0.035 D_real: 0.836 D_fake: 0.724 (epoch: 478, iters: 1790, time: 0.063) G_GAN: 0.144 G_GAN_Feat: 0.603 G_ID: 0.105 G_Rec: 0.288 D_GP: 0.029 D_real: 1.013 D_fake: 0.856 (epoch: 478, iters: 2190, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.908 G_ID: 0.132 G_Rec: 0.453 D_GP: 0.047 D_real: 0.744 D_fake: 0.833 (epoch: 478, iters: 2590, time: 0.063) G_GAN: 0.027 G_GAN_Feat: 0.690 G_ID: 0.104 G_Rec: 0.328 D_GP: 0.043 D_real: 0.839 D_fake: 0.973 (epoch: 478, iters: 2990, time: 0.063) G_GAN: 0.339 G_GAN_Feat: 0.927 G_ID: 0.115 G_Rec: 0.470 D_GP: 0.039 D_real: 0.924 D_fake: 0.678 (epoch: 478, iters: 3390, time: 0.064) G_GAN: 0.006 G_GAN_Feat: 0.732 G_ID: 0.107 G_Rec: 0.366 D_GP: 0.042 D_real: 0.788 D_fake: 0.995 (epoch: 478, iters: 3790, time: 0.064) G_GAN: 0.113 G_GAN_Feat: 0.905 G_ID: 0.134 G_Rec: 0.465 D_GP: 0.034 D_real: 0.654 D_fake: 0.888 (epoch: 478, iters: 4190, time: 0.064) G_GAN: 0.084 G_GAN_Feat: 0.678 G_ID: 0.095 G_Rec: 0.313 D_GP: 0.043 D_real: 0.887 D_fake: 0.916 (epoch: 478, iters: 4590, time: 0.064) G_GAN: 0.140 G_GAN_Feat: 0.877 G_ID: 0.112 G_Rec: 0.402 D_GP: 0.040 D_real: 0.863 D_fake: 0.867 (epoch: 478, iters: 4990, time: 0.063) G_GAN: -0.141 G_GAN_Feat: 0.734 G_ID: 0.097 G_Rec: 0.334 D_GP: 0.058 D_real: 0.583 D_fake: 1.141 (epoch: 478, iters: 5390, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.907 G_ID: 0.118 G_Rec: 0.439 D_GP: 0.065 D_real: 0.777 D_fake: 0.849 (epoch: 478, iters: 5790, time: 0.064) G_GAN: 0.064 G_GAN_Feat: 0.753 G_ID: 0.093 G_Rec: 0.312 D_GP: 0.085 D_real: 0.747 D_fake: 0.937 (epoch: 478, iters: 6190, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.909 G_ID: 0.104 G_Rec: 0.415 D_GP: 0.048 D_real: 1.077 D_fake: 0.603 (epoch: 478, iters: 6590, time: 0.064) G_GAN: 0.170 G_GAN_Feat: 0.654 G_ID: 0.095 G_Rec: 0.289 D_GP: 0.033 D_real: 0.999 D_fake: 0.830 (epoch: 478, iters: 6990, time: 0.064) G_GAN: 0.375 G_GAN_Feat: 0.900 G_ID: 0.105 G_Rec: 0.383 D_GP: 0.039 D_real: 1.194 D_fake: 0.632 (epoch: 478, iters: 7390, time: 0.064) G_GAN: 0.091 G_GAN_Feat: 0.694 G_ID: 0.120 G_Rec: 0.326 D_GP: 0.030 D_real: 0.955 D_fake: 0.909 (epoch: 478, iters: 7790, time: 0.063) G_GAN: 0.382 G_GAN_Feat: 0.933 G_ID: 0.116 G_Rec: 0.455 D_GP: 0.043 D_real: 0.927 D_fake: 0.626 (epoch: 478, iters: 8190, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.648 G_ID: 0.104 G_Rec: 0.279 D_GP: 0.037 D_real: 1.049 D_fake: 0.784 (epoch: 478, iters: 8590, time: 0.064) G_GAN: 0.072 G_GAN_Feat: 0.884 G_ID: 0.123 G_Rec: 0.402 D_GP: 0.049 D_real: 0.704 D_fake: 0.928 (epoch: 479, iters: 382, time: 0.064) G_GAN: 0.144 G_GAN_Feat: 0.725 G_ID: 0.093 G_Rec: 0.307 D_GP: 0.044 D_real: 1.020 D_fake: 0.857 (epoch: 479, iters: 782, time: 0.064) G_GAN: 0.636 G_GAN_Feat: 0.957 G_ID: 0.108 G_Rec: 0.434 D_GP: 0.043 D_real: 1.126 D_fake: 0.402 (epoch: 479, iters: 1182, time: 0.064) G_GAN: 0.111 G_GAN_Feat: 0.762 G_ID: 0.094 G_Rec: 0.321 D_GP: 0.053 D_real: 0.803 D_fake: 0.889 (epoch: 479, iters: 1582, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 1.079 G_ID: 0.119 G_Rec: 0.484 D_GP: 0.640 D_real: 0.501 D_fake: 0.702 (epoch: 479, iters: 1982, time: 0.064) G_GAN: 0.206 G_GAN_Feat: 0.743 G_ID: 0.105 G_Rec: 0.294 D_GP: 0.035 D_real: 1.122 D_fake: 0.794 (epoch: 479, iters: 2382, time: 0.064) G_GAN: 0.274 G_GAN_Feat: 0.822 G_ID: 0.126 G_Rec: 0.373 D_GP: 0.032 D_real: 1.088 D_fake: 0.728 (epoch: 479, iters: 2782, time: 0.064) G_GAN: 0.212 G_GAN_Feat: 0.740 G_ID: 0.089 G_Rec: 0.324 D_GP: 0.036 D_real: 1.008 D_fake: 0.788 (epoch: 479, iters: 3182, time: 0.064) G_GAN: 0.834 G_GAN_Feat: 1.053 G_ID: 0.135 G_Rec: 0.481 D_GP: 0.050 D_real: 1.405 D_fake: 0.280 (epoch: 479, iters: 3582, time: 0.063) G_GAN: 0.076 G_GAN_Feat: 0.869 G_ID: 0.091 G_Rec: 0.323 D_GP: 0.128 D_real: 0.548 D_fake: 0.924 (epoch: 479, iters: 3982, time: 0.064) G_GAN: 0.443 G_GAN_Feat: 1.002 G_ID: 0.115 G_Rec: 0.486 D_GP: 0.064 D_real: 0.902 D_fake: 0.562 (epoch: 479, iters: 4382, time: 0.064) G_GAN: -0.057 G_GAN_Feat: 0.723 G_ID: 0.109 G_Rec: 0.309 D_GP: 0.034 D_real: 0.904 D_fake: 1.057 (epoch: 479, iters: 4782, time: 0.064) G_GAN: 0.593 G_GAN_Feat: 0.903 G_ID: 0.122 G_Rec: 0.391 D_GP: 0.037 D_real: 1.132 D_fake: 0.425 (epoch: 479, iters: 5182, time: 0.064) G_GAN: 0.186 G_GAN_Feat: 0.709 G_ID: 0.101 G_Rec: 0.288 D_GP: 0.030 D_real: 1.079 D_fake: 0.814 (epoch: 479, iters: 5582, time: 0.064) G_GAN: 0.633 G_GAN_Feat: 1.028 G_ID: 0.099 G_Rec: 0.447 D_GP: 0.088 D_real: 0.876 D_fake: 0.389 (epoch: 479, iters: 5982, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.713 G_ID: 0.102 G_Rec: 0.296 D_GP: 0.032 D_real: 0.973 D_fake: 0.883 (epoch: 479, iters: 6382, time: 0.064) G_GAN: 0.567 G_GAN_Feat: 0.957 G_ID: 0.128 G_Rec: 0.442 D_GP: 0.035 D_real: 1.079 D_fake: 0.458 (epoch: 479, iters: 6782, time: 0.064) G_GAN: 0.314 G_GAN_Feat: 0.727 G_ID: 0.104 G_Rec: 0.301 D_GP: 0.034 D_real: 1.237 D_fake: 0.687 (epoch: 479, iters: 7182, time: 0.064) G_GAN: 0.492 G_GAN_Feat: 0.980 G_ID: 0.131 G_Rec: 0.400 D_GP: 0.036 D_real: 1.112 D_fake: 0.530 (epoch: 479, iters: 7582, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.734 G_ID: 0.089 G_Rec: 0.288 D_GP: 0.034 D_real: 1.112 D_fake: 0.714 (epoch: 479, iters: 7982, time: 0.064) G_GAN: 0.978 G_GAN_Feat: 1.002 G_ID: 0.114 G_Rec: 0.432 D_GP: 0.040 D_real: 1.573 D_fake: 0.190 (epoch: 479, iters: 8382, time: 0.064) G_GAN: 0.275 G_GAN_Feat: 0.698 G_ID: 0.092 G_Rec: 0.277 D_GP: 0.032 D_real: 1.152 D_fake: 0.725 (epoch: 480, iters: 174, time: 0.064) G_GAN: 1.056 G_GAN_Feat: 1.016 G_ID: 0.125 G_Rec: 0.426 D_GP: 0.062 D_real: 1.402 D_fake: 0.373 (epoch: 480, iters: 574, time: 0.063) G_GAN: 0.076 G_GAN_Feat: 0.655 G_ID: 0.100 G_Rec: 0.270 D_GP: 0.032 D_real: 0.996 D_fake: 0.925 (epoch: 480, iters: 974, time: 0.064) G_GAN: 0.629 G_GAN_Feat: 1.076 G_ID: 0.108 G_Rec: 0.462 D_GP: 0.094 D_real: 0.732 D_fake: 0.416 (epoch: 480, iters: 1374, time: 0.064) G_GAN: 0.063 G_GAN_Feat: 0.693 G_ID: 0.114 G_Rec: 0.264 D_GP: 0.033 D_real: 0.940 D_fake: 0.937 (epoch: 480, iters: 1774, time: 0.064) G_GAN: -0.048 G_GAN_Feat: 1.182 G_ID: 0.140 G_Rec: 0.483 D_GP: 0.070 D_real: 0.102 D_fake: 1.048 (epoch: 480, iters: 2174, time: 0.064) G_GAN: 0.012 G_GAN_Feat: 0.779 G_ID: 0.093 G_Rec: 0.314 D_GP: 0.041 D_real: 0.700 D_fake: 0.988 (epoch: 480, iters: 2574, time: 0.064) G_GAN: 0.289 G_GAN_Feat: 0.966 G_ID: 0.106 G_Rec: 0.432 D_GP: 0.032 D_real: 0.893 D_fake: 0.712 (epoch: 480, iters: 2974, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.799 G_ID: 0.102 G_Rec: 0.320 D_GP: 0.044 D_real: 1.123 D_fake: 0.734 (epoch: 480, iters: 3374, time: 0.063) G_GAN: 0.727 G_GAN_Feat: 1.080 G_ID: 0.113 G_Rec: 0.434 D_GP: 0.041 D_real: 0.927 D_fake: 0.374 (epoch: 480, iters: 3774, time: 0.064) G_GAN: 0.291 G_GAN_Feat: 1.055 G_ID: 0.086 G_Rec: 0.333 D_GP: 0.116 D_real: 0.496 D_fake: 0.711 (epoch: 480, iters: 4174, time: 0.064) G_GAN: 0.640 G_GAN_Feat: 1.003 G_ID: 0.118 G_Rec: 0.459 D_GP: 0.036 D_real: 1.256 D_fake: 0.440 (epoch: 480, iters: 4574, time: 0.064) G_GAN: 0.094 G_GAN_Feat: 0.647 G_ID: 0.104 G_Rec: 0.285 D_GP: 0.028 D_real: 1.025 D_fake: 0.906 (epoch: 480, iters: 4974, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 0.891 G_ID: 0.097 G_Rec: 0.430 D_GP: 0.032 D_real: 1.090 D_fake: 0.573 (epoch: 480, iters: 5374, time: 0.064) G_GAN: 0.013 G_GAN_Feat: 0.696 G_ID: 0.098 G_Rec: 0.293 D_GP: 0.034 D_real: 0.864 D_fake: 0.987 (epoch: 480, iters: 5774, time: 0.063) G_GAN: 0.187 G_GAN_Feat: 0.865 G_ID: 0.110 G_Rec: 0.406 D_GP: 0.047 D_real: 0.789 D_fake: 0.819 (epoch: 480, iters: 6174, time: 0.063) G_GAN: 0.116 G_GAN_Feat: 0.700 G_ID: 0.094 G_Rec: 0.305 D_GP: 0.051 D_real: 0.942 D_fake: 0.887 (epoch: 480, iters: 6574, time: 0.064) G_GAN: 0.075 G_GAN_Feat: 0.969 G_ID: 0.112 G_Rec: 0.444 D_GP: 0.048 D_real: 0.639 D_fake: 0.925 (epoch: 480, iters: 6974, time: 0.064) G_GAN: -0.141 G_GAN_Feat: 0.622 G_ID: 0.075 G_Rec: 0.249 D_GP: 0.032 D_real: 0.868 D_fake: 1.141 (epoch: 480, iters: 7374, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.864 G_ID: 0.132 G_Rec: 0.373 D_GP: 0.039 D_real: 0.795 D_fake: 0.826 (epoch: 480, iters: 7774, time: 0.063) G_GAN: -0.057 G_GAN_Feat: 0.659 G_ID: 0.085 G_Rec: 0.265 D_GP: 0.044 D_real: 0.933 D_fake: 1.057 (epoch: 480, iters: 8174, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 0.956 G_ID: 0.123 G_Rec: 0.415 D_GP: 0.038 D_real: 0.850 D_fake: 0.812 (epoch: 480, iters: 8574, time: 0.064) G_GAN: 0.155 G_GAN_Feat: 0.717 G_ID: 0.099 G_Rec: 0.315 D_GP: 0.036 D_real: 0.968 D_fake: 0.845 (epoch: 481, iters: 366, time: 0.063) G_GAN: 0.430 G_GAN_Feat: 1.047 G_ID: 0.122 G_Rec: 0.476 D_GP: 0.077 D_real: 0.760 D_fake: 0.580 (epoch: 481, iters: 766, time: 0.063) G_GAN: -0.508 G_GAN_Feat: 1.083 G_ID: 0.102 G_Rec: 0.384 D_GP: 0.050 D_real: 1.081 D_fake: 1.508 (epoch: 481, iters: 1166, time: 0.063) G_GAN: 0.226 G_GAN_Feat: 0.832 G_ID: 0.116 G_Rec: 0.417 D_GP: 0.023 D_real: 1.010 D_fake: 0.787 (epoch: 481, iters: 1566, time: 0.064) G_GAN: -0.196 G_GAN_Feat: 0.636 G_ID: 0.099 G_Rec: 0.285 D_GP: 0.023 D_real: 0.769 D_fake: 1.200 (epoch: 481, iters: 1966, time: 0.064) G_GAN: 0.187 G_GAN_Feat: 0.886 G_ID: 0.119 G_Rec: 0.438 D_GP: 0.029 D_real: 0.850 D_fake: 0.822 (epoch: 481, iters: 2366, time: 0.064) G_GAN: -0.035 G_GAN_Feat: 0.664 G_ID: 0.087 G_Rec: 0.295 D_GP: 0.031 D_real: 0.847 D_fake: 1.036 (epoch: 481, iters: 2766, time: 0.064) G_GAN: -0.042 G_GAN_Feat: 0.894 G_ID: 0.129 G_Rec: 0.436 D_GP: 0.055 D_real: 0.587 D_fake: 1.043 (epoch: 481, iters: 3166, time: 0.064) G_GAN: 0.171 G_GAN_Feat: 0.697 G_ID: 0.113 G_Rec: 0.301 D_GP: 0.036 D_real: 0.995 D_fake: 0.831 (epoch: 481, iters: 3566, time: 0.063) G_GAN: 0.561 G_GAN_Feat: 0.896 G_ID: 0.099 G_Rec: 0.396 D_GP: 0.035 D_real: 1.235 D_fake: 0.476 (epoch: 481, iters: 3966, time: 0.063) G_GAN: 0.014 G_GAN_Feat: 0.802 G_ID: 0.094 G_Rec: 0.315 D_GP: 0.099 D_real: 0.626 D_fake: 0.986 (epoch: 481, iters: 4366, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.961 G_ID: 0.118 G_Rec: 0.443 D_GP: 0.036 D_real: 0.932 D_fake: 0.712 (epoch: 481, iters: 4766, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.858 G_ID: 0.107 G_Rec: 0.327 D_GP: 0.039 D_real: 0.758 D_fake: 0.784 (epoch: 481, iters: 5166, time: 0.063) G_GAN: 0.370 G_GAN_Feat: 0.982 G_ID: 0.103 G_Rec: 0.424 D_GP: 0.042 D_real: 0.808 D_fake: 0.631 (epoch: 481, iters: 5566, time: 0.064) G_GAN: 0.192 G_GAN_Feat: 0.813 G_ID: 0.099 G_Rec: 0.312 D_GP: 0.045 D_real: 0.877 D_fake: 0.809 (epoch: 481, iters: 5966, time: 0.063) G_GAN: 0.324 G_GAN_Feat: 0.924 G_ID: 0.109 G_Rec: 0.392 D_GP: 0.030 D_real: 1.027 D_fake: 0.683 (epoch: 481, iters: 6366, time: 0.064) G_GAN: -0.083 G_GAN_Feat: 0.799 G_ID: 0.109 G_Rec: 0.327 D_GP: 0.040 D_real: 0.577 D_fake: 1.083 (epoch: 481, iters: 6766, time: 0.064) G_GAN: 0.632 G_GAN_Feat: 0.999 G_ID: 0.106 G_Rec: 0.458 D_GP: 0.037 D_real: 1.214 D_fake: 0.378 (epoch: 481, iters: 7166, time: 0.064) G_GAN: 0.443 G_GAN_Feat: 0.801 G_ID: 0.091 G_Rec: 0.340 D_GP: 0.033 D_real: 1.134 D_fake: 0.561 (epoch: 481, iters: 7566, time: 0.063) G_GAN: 0.720 G_GAN_Feat: 0.985 G_ID: 0.101 G_Rec: 0.431 D_GP: 0.077 D_real: 1.300 D_fake: 0.341 (epoch: 481, iters: 7966, time: 0.064) G_GAN: 0.174 G_GAN_Feat: 0.844 G_ID: 0.087 G_Rec: 0.350 D_GP: 0.046 D_real: 0.826 D_fake: 0.827 (epoch: 481, iters: 8366, time: 0.064) G_GAN: 0.542 G_GAN_Feat: 0.983 G_ID: 0.106 G_Rec: 0.407 D_GP: 0.056 D_real: 1.018 D_fake: 0.490 (epoch: 482, iters: 158, time: 0.063) G_GAN: 0.245 G_GAN_Feat: 0.928 G_ID: 0.099 G_Rec: 0.333 D_GP: 0.040 D_real: 0.558 D_fake: 0.755 (epoch: 482, iters: 558, time: 0.064) G_GAN: 0.159 G_GAN_Feat: 0.929 G_ID: 0.131 G_Rec: 0.444 D_GP: 0.037 D_real: 0.777 D_fake: 0.841 (epoch: 482, iters: 958, time: 0.064) G_GAN: 0.277 G_GAN_Feat: 0.917 G_ID: 0.081 G_Rec: 0.324 D_GP: 0.064 D_real: 0.845 D_fake: 0.723 (epoch: 482, iters: 1358, time: 0.064) G_GAN: 0.713 G_GAN_Feat: 0.996 G_ID: 0.108 G_Rec: 0.377 D_GP: 0.030 D_real: 1.085 D_fake: 0.403 (epoch: 482, iters: 1758, time: 0.063) G_GAN: -0.066 G_GAN_Feat: 0.778 G_ID: 0.091 G_Rec: 0.322 D_GP: 0.029 D_real: 0.826 D_fake: 1.067 (epoch: 482, iters: 2158, time: 0.063) G_GAN: 0.162 G_GAN_Feat: 0.896 G_ID: 0.135 G_Rec: 0.408 D_GP: 0.028 D_real: 0.741 D_fake: 0.843 (epoch: 482, iters: 2558, time: 0.064) G_GAN: 0.136 G_GAN_Feat: 0.784 G_ID: 0.110 G_Rec: 0.327 D_GP: 0.075 D_real: 0.768 D_fake: 0.865 (epoch: 482, iters: 2958, time: 0.063) G_GAN: 0.565 G_GAN_Feat: 1.084 G_ID: 0.117 G_Rec: 0.426 D_GP: 0.065 D_real: 0.499 D_fake: 0.446 (epoch: 482, iters: 3358, time: 0.063) G_GAN: 0.127 G_GAN_Feat: 0.733 G_ID: 0.099 G_Rec: 0.334 D_GP: 0.039 D_real: 0.983 D_fake: 0.874 (epoch: 482, iters: 3758, time: 0.064) G_GAN: 0.574 G_GAN_Feat: 0.939 G_ID: 0.112 G_Rec: 0.443 D_GP: 0.033 D_real: 1.190 D_fake: 0.435 (epoch: 482, iters: 4158, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.982 G_ID: 0.090 G_Rec: 0.349 D_GP: 0.574 D_real: 0.486 D_fake: 0.658 (epoch: 482, iters: 4558, time: 0.064) G_GAN: 0.575 G_GAN_Feat: 1.140 G_ID: 0.120 G_Rec: 0.436 D_GP: 0.055 D_real: 0.383 D_fake: 0.443 (epoch: 482, iters: 4958, time: 0.064) G_GAN: 0.502 G_GAN_Feat: 0.981 G_ID: 0.086 G_Rec: 0.338 D_GP: 0.100 D_real: 0.524 D_fake: 0.517 (epoch: 482, iters: 5358, time: 0.064) G_GAN: 0.388 G_GAN_Feat: 0.965 G_ID: 0.109 G_Rec: 0.436 D_GP: 0.031 D_real: 1.010 D_fake: 0.647 (epoch: 482, iters: 5758, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.871 G_ID: 0.097 G_Rec: 0.313 D_GP: 0.072 D_real: 0.597 D_fake: 0.710 (epoch: 482, iters: 6158, time: 0.063) G_GAN: 0.556 G_GAN_Feat: 1.191 G_ID: 0.094 G_Rec: 0.452 D_GP: 0.321 D_real: 0.371 D_fake: 0.565 (epoch: 482, iters: 6558, time: 0.063) G_GAN: -0.132 G_GAN_Feat: 0.774 G_ID: 0.083 G_Rec: 0.326 D_GP: 0.030 D_real: 0.790 D_fake: 1.132 (epoch: 482, iters: 6958, time: 0.063) G_GAN: 0.481 G_GAN_Feat: 1.156 G_ID: 0.129 G_Rec: 0.440 D_GP: 0.098 D_real: 0.508 D_fake: 0.530 (epoch: 482, iters: 7358, time: 0.064) G_GAN: 0.286 G_GAN_Feat: 0.898 G_ID: 0.104 G_Rec: 0.321 D_GP: 0.063 D_real: 0.309 D_fake: 0.717 (epoch: 482, iters: 7758, time: 0.064) G_GAN: 0.579 G_GAN_Feat: 0.982 G_ID: 0.129 G_Rec: 0.449 D_GP: 0.034 D_real: 1.322 D_fake: 0.458 (epoch: 482, iters: 8158, time: 0.063) G_GAN: 0.054 G_GAN_Feat: 0.773 G_ID: 0.092 G_Rec: 0.301 D_GP: 0.058 D_real: 0.795 D_fake: 0.947 (epoch: 482, iters: 8558, time: 0.063) G_GAN: 0.516 G_GAN_Feat: 1.008 G_ID: 0.107 G_Rec: 0.475 D_GP: 0.038 D_real: 0.851 D_fake: 0.494 (epoch: 483, iters: 350, time: 0.064) G_GAN: 0.518 G_GAN_Feat: 0.911 G_ID: 0.099 G_Rec: 0.342 D_GP: 0.336 D_real: 0.545 D_fake: 0.610 (epoch: 483, iters: 750, time: 0.063) G_GAN: 0.633 G_GAN_Feat: 1.062 G_ID: 0.107 G_Rec: 0.447 D_GP: 0.068 D_real: 0.763 D_fake: 0.378 (epoch: 483, iters: 1150, time: 0.063) G_GAN: 0.256 G_GAN_Feat: 0.809 G_ID: 0.099 G_Rec: 0.318 D_GP: 0.033 D_real: 0.848 D_fake: 0.755 (epoch: 483, iters: 1550, time: 0.063) G_GAN: 0.841 G_GAN_Feat: 1.119 G_ID: 0.126 G_Rec: 0.473 D_GP: 0.085 D_real: 1.125 D_fake: 0.287 (epoch: 483, iters: 1950, time: 0.064) G_GAN: 0.313 G_GAN_Feat: 0.758 G_ID: 0.098 G_Rec: 0.334 D_GP: 0.037 D_real: 1.112 D_fake: 0.690 (epoch: 483, iters: 2350, time: 0.063) G_GAN: 0.268 G_GAN_Feat: 0.991 G_ID: 0.115 G_Rec: 0.441 D_GP: 0.033 D_real: 0.780 D_fake: 0.732 (epoch: 483, iters: 2750, time: 0.063) G_GAN: 0.279 G_GAN_Feat: 0.995 G_ID: 0.099 G_Rec: 0.339 D_GP: 0.167 D_real: 0.318 D_fake: 0.733 (epoch: 483, iters: 3150, time: 0.063) G_GAN: 0.422 G_GAN_Feat: 0.890 G_ID: 0.112 G_Rec: 0.435 D_GP: 0.027 D_real: 1.118 D_fake: 0.585 (epoch: 483, iters: 3550, time: 0.064) G_GAN: -0.070 G_GAN_Feat: 0.683 G_ID: 0.123 G_Rec: 0.294 D_GP: 0.033 D_real: 0.814 D_fake: 1.070 (epoch: 483, iters: 3950, time: 0.063) G_GAN: 0.283 G_GAN_Feat: 0.896 G_ID: 0.111 G_Rec: 0.387 D_GP: 0.034 D_real: 0.960 D_fake: 0.718 (epoch: 483, iters: 4350, time: 0.063) G_GAN: 0.296 G_GAN_Feat: 0.810 G_ID: 0.123 G_Rec: 0.343 D_GP: 0.036 D_real: 1.063 D_fake: 0.712 (epoch: 483, iters: 4750, time: 0.063) G_GAN: 0.685 G_GAN_Feat: 1.125 G_ID: 0.121 G_Rec: 0.509 D_GP: 0.039 D_real: 0.996 D_fake: 0.385 (epoch: 483, iters: 5150, time: 0.064) G_GAN: 0.216 G_GAN_Feat: 0.796 G_ID: 0.094 G_Rec: 0.293 D_GP: 0.034 D_real: 0.968 D_fake: 0.785 (epoch: 483, iters: 5550, time: 0.063) G_GAN: 0.567 G_GAN_Feat: 1.157 G_ID: 0.126 G_Rec: 0.483 D_GP: 0.047 D_real: 1.049 D_fake: 0.456 (epoch: 483, iters: 5950, time: 0.063) G_GAN: 0.286 G_GAN_Feat: 0.835 G_ID: 0.102 G_Rec: 0.312 D_GP: 0.033 D_real: 0.790 D_fake: 0.715 (epoch: 483, iters: 6350, time: 0.063) G_GAN: 0.584 G_GAN_Feat: 1.101 G_ID: 0.114 G_Rec: 0.442 D_GP: 0.965 D_real: 0.698 D_fake: 0.461 (epoch: 483, iters: 6750, time: 0.064) G_GAN: 0.024 G_GAN_Feat: 0.772 G_ID: 0.114 G_Rec: 0.313 D_GP: 0.044 D_real: 0.789 D_fake: 0.976 (epoch: 483, iters: 7150, time: 0.063) G_GAN: 0.390 G_GAN_Feat: 1.128 G_ID: 0.109 G_Rec: 0.486 D_GP: 0.034 D_real: 0.680 D_fake: 0.611 (epoch: 483, iters: 7550, time: 0.063) G_GAN: 0.277 G_GAN_Feat: 0.770 G_ID: 0.115 G_Rec: 0.299 D_GP: 0.031 D_real: 1.072 D_fake: 0.724 (epoch: 483, iters: 7950, time: 0.063) G_GAN: 0.304 G_GAN_Feat: 1.008 G_ID: 0.116 G_Rec: 0.433 D_GP: 0.032 D_real: 0.924 D_fake: 0.697 (epoch: 483, iters: 8350, time: 0.064) G_GAN: 0.370 G_GAN_Feat: 0.742 G_ID: 0.094 G_Rec: 0.276 D_GP: 0.031 D_real: 1.173 D_fake: 0.632 (epoch: 484, iters: 142, time: 0.063) G_GAN: 0.475 G_GAN_Feat: 1.036 G_ID: 0.119 G_Rec: 0.441 D_GP: 0.036 D_real: 1.073 D_fake: 0.530 (epoch: 484, iters: 542, time: 0.063) G_GAN: 0.262 G_GAN_Feat: 0.734 G_ID: 0.093 G_Rec: 0.327 D_GP: 0.029 D_real: 1.174 D_fake: 0.738 (epoch: 484, iters: 942, time: 0.063) G_GAN: 0.164 G_GAN_Feat: 0.857 G_ID: 0.136 G_Rec: 0.380 D_GP: 0.033 D_real: 0.829 D_fake: 0.837 (epoch: 484, iters: 1342, time: 0.064) G_GAN: 0.062 G_GAN_Feat: 0.804 G_ID: 0.101 G_Rec: 0.351 D_GP: 0.037 D_real: 0.829 D_fake: 0.938 (epoch: 484, iters: 1742, time: 0.063) G_GAN: 0.489 G_GAN_Feat: 0.941 G_ID: 0.105 G_Rec: 0.541 D_GP: 0.030 D_real: 1.072 D_fake: 0.531 (epoch: 484, iters: 2142, time: 0.063) G_GAN: -0.288 G_GAN_Feat: 0.771 G_ID: 0.109 G_Rec: 0.336 D_GP: 0.046 D_real: 0.487 D_fake: 1.288 (epoch: 484, iters: 2542, time: 0.063) G_GAN: 0.380 G_GAN_Feat: 1.020 G_ID: 0.105 G_Rec: 0.454 D_GP: 0.048 D_real: 0.879 D_fake: 0.624 (epoch: 484, iters: 2942, time: 0.064) G_GAN: 0.298 G_GAN_Feat: 0.732 G_ID: 0.097 G_Rec: 0.291 D_GP: 0.039 D_real: 1.136 D_fake: 0.704 (epoch: 484, iters: 3342, time: 0.063) G_GAN: 0.833 G_GAN_Feat: 0.974 G_ID: 0.105 G_Rec: 0.387 D_GP: 0.039 D_real: 1.487 D_fake: 0.212 (epoch: 484, iters: 3742, time: 0.063) G_GAN: 0.204 G_GAN_Feat: 0.832 G_ID: 0.105 G_Rec: 0.337 D_GP: 0.149 D_real: 0.566 D_fake: 0.801 (epoch: 484, iters: 4142, time: 0.063) G_GAN: 0.526 G_GAN_Feat: 1.038 G_ID: 0.123 G_Rec: 0.467 D_GP: 0.044 D_real: 0.914 D_fake: 0.477 (epoch: 484, iters: 4542, time: 0.064) G_GAN: 0.438 G_GAN_Feat: 0.851 G_ID: 0.099 G_Rec: 0.318 D_GP: 0.042 D_real: 1.235 D_fake: 0.564 (epoch: 484, iters: 4942, time: 0.063) G_GAN: 0.526 G_GAN_Feat: 1.047 G_ID: 0.106 G_Rec: 0.476 D_GP: 0.037 D_real: 1.114 D_fake: 0.493 (epoch: 484, iters: 5342, time: 0.063) G_GAN: 0.021 G_GAN_Feat: 0.700 G_ID: 0.097 G_Rec: 0.285 D_GP: 0.034 D_real: 0.937 D_fake: 0.979 (epoch: 484, iters: 5742, time: 0.063) G_GAN: 0.415 G_GAN_Feat: 1.058 G_ID: 0.126 G_Rec: 0.443 D_GP: 0.044 D_real: 0.701 D_fake: 0.591 (epoch: 484, iters: 6142, time: 0.064) G_GAN: 0.254 G_GAN_Feat: 0.965 G_ID: 0.095 G_Rec: 0.375 D_GP: 0.113 D_real: 0.468 D_fake: 0.746 (epoch: 484, iters: 6542, time: 0.063) G_GAN: 0.287 G_GAN_Feat: 1.123 G_ID: 0.114 G_Rec: 0.436 D_GP: 0.038 D_real: 0.670 D_fake: 0.714 (epoch: 484, iters: 6942, time: 0.063) G_GAN: 0.349 G_GAN_Feat: 0.910 G_ID: 0.096 G_Rec: 0.336 D_GP: 0.058 D_real: 1.329 D_fake: 0.655 (epoch: 484, iters: 7342, time: 0.063) G_GAN: 0.200 G_GAN_Feat: 1.109 G_ID: 0.126 G_Rec: 0.436 D_GP: 0.033 D_real: 0.498 D_fake: 0.801 (epoch: 484, iters: 7742, time: 0.064) G_GAN: 0.241 G_GAN_Feat: 0.711 G_ID: 0.086 G_Rec: 0.276 D_GP: 0.033 D_real: 1.178 D_fake: 0.759 (epoch: 484, iters: 8142, time: 0.063) G_GAN: 0.655 G_GAN_Feat: 1.234 G_ID: 0.114 G_Rec: 0.494 D_GP: 0.249 D_real: 0.552 D_fake: 0.373 (epoch: 484, iters: 8542, time: 0.063) G_GAN: 0.357 G_GAN_Feat: 1.039 G_ID: 0.112 G_Rec: 0.355 D_GP: 0.123 D_real: 0.236 D_fake: 0.687 (epoch: 485, iters: 334, time: 0.063) G_GAN: 0.423 G_GAN_Feat: 0.947 G_ID: 0.115 G_Rec: 0.434 D_GP: 0.029 D_real: 1.091 D_fake: 0.583 (epoch: 485, iters: 734, time: 0.064) G_GAN: 0.184 G_GAN_Feat: 0.643 G_ID: 0.096 G_Rec: 0.307 D_GP: 0.027 D_real: 1.116 D_fake: 0.817 (epoch: 485, iters: 1134, time: 0.063) G_GAN: -0.054 G_GAN_Feat: 0.883 G_ID: 0.146 G_Rec: 0.441 D_GP: 0.033 D_real: 0.768 D_fake: 1.054 (epoch: 485, iters: 1534, time: 0.063) G_GAN: 0.278 G_GAN_Feat: 0.699 G_ID: 0.092 G_Rec: 0.302 D_GP: 0.034 D_real: 1.211 D_fake: 0.724 (epoch: 485, iters: 1934, time: 0.063) G_GAN: 0.292 G_GAN_Feat: 0.978 G_ID: 0.122 G_Rec: 0.443 D_GP: 0.049 D_real: 0.854 D_fake: 0.713 (epoch: 485, iters: 2334, time: 0.063) G_GAN: 0.252 G_GAN_Feat: 0.627 G_ID: 0.093 G_Rec: 0.275 D_GP: 0.027 D_real: 1.178 D_fake: 0.749 (epoch: 485, iters: 2734, time: 0.063) G_GAN: 0.301 G_GAN_Feat: 0.907 G_ID: 0.117 G_Rec: 0.432 D_GP: 0.033 D_real: 0.895 D_fake: 0.707 (epoch: 485, iters: 3134, time: 0.063) G_GAN: 0.103 G_GAN_Feat: 0.724 G_ID: 0.104 G_Rec: 0.313 D_GP: 0.043 D_real: 0.925 D_fake: 0.897 (epoch: 485, iters: 3534, time: 0.064) G_GAN: 0.324 G_GAN_Feat: 0.956 G_ID: 0.131 G_Rec: 0.457 D_GP: 0.042 D_real: 0.861 D_fake: 0.688 (epoch: 485, iters: 3934, time: 0.063) G_GAN: 0.065 G_GAN_Feat: 0.697 G_ID: 0.101 G_Rec: 0.305 D_GP: 0.029 D_real: 1.052 D_fake: 0.935 (epoch: 485, iters: 4334, time: 0.063) G_GAN: 0.389 G_GAN_Feat: 1.010 G_ID: 0.105 G_Rec: 0.460 D_GP: 0.051 D_real: 0.819 D_fake: 0.616 (epoch: 485, iters: 4734, time: 0.063) G_GAN: 0.133 G_GAN_Feat: 0.737 G_ID: 0.092 G_Rec: 0.298 D_GP: 0.032 D_real: 1.025 D_fake: 0.867 (epoch: 485, iters: 5134, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 0.991 G_ID: 0.131 G_Rec: 0.423 D_GP: 0.065 D_real: 0.784 D_fake: 0.631 (epoch: 485, iters: 5534, time: 0.063) G_GAN: 0.113 G_GAN_Feat: 0.711 G_ID: 0.102 G_Rec: 0.295 D_GP: 0.029 D_real: 1.008 D_fake: 0.887 (epoch: 485, iters: 5934, time: 0.063) G_GAN: 0.548 G_GAN_Feat: 1.038 G_ID: 0.106 G_Rec: 0.463 D_GP: 0.049 D_real: 0.918 D_fake: 0.464 (epoch: 485, iters: 6334, time: 0.063) G_GAN: 0.138 G_GAN_Feat: 0.741 G_ID: 0.108 G_Rec: 0.312 D_GP: 0.033 D_real: 0.887 D_fake: 0.862 (epoch: 485, iters: 6734, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.839 G_ID: 0.110 G_Rec: 0.382 D_GP: 0.031 D_real: 1.213 D_fake: 0.604 (epoch: 485, iters: 7134, time: 0.063) G_GAN: 0.323 G_GAN_Feat: 0.660 G_ID: 0.088 G_Rec: 0.301 D_GP: 0.034 D_real: 1.221 D_fake: 0.678 (epoch: 485, iters: 7534, time: 0.063) G_GAN: 0.427 G_GAN_Feat: 0.996 G_ID: 0.115 G_Rec: 0.434 D_GP: 0.085 D_real: 0.778 D_fake: 0.575 (epoch: 485, iters: 7934, time: 0.063) G_GAN: 0.180 G_GAN_Feat: 0.841 G_ID: 0.116 G_Rec: 0.413 D_GP: 0.056 D_real: 0.939 D_fake: 0.822 (epoch: 485, iters: 8334, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.975 G_ID: 0.136 G_Rec: 0.427 D_GP: 0.037 D_real: 1.199 D_fake: 0.555 (epoch: 486, iters: 126, time: 0.063) G_GAN: 0.425 G_GAN_Feat: 0.649 G_ID: 0.087 G_Rec: 0.323 D_GP: 0.029 D_real: 1.351 D_fake: 0.575 (epoch: 486, iters: 526, time: 0.063) G_GAN: 0.652 G_GAN_Feat: 0.893 G_ID: 0.104 G_Rec: 0.437 D_GP: 0.033 D_real: 1.373 D_fake: 0.393 (epoch: 486, iters: 926, time: 0.063) G_GAN: 0.224 G_GAN_Feat: 0.724 G_ID: 0.105 G_Rec: 0.323 D_GP: 0.036 D_real: 0.998 D_fake: 0.777 (epoch: 486, iters: 1326, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.897 G_ID: 0.121 G_Rec: 0.389 D_GP: 0.043 D_real: 0.941 D_fake: 0.689 (epoch: 486, iters: 1726, time: 0.063) G_GAN: -0.064 G_GAN_Feat: 0.784 G_ID: 0.108 G_Rec: 0.300 D_GP: 0.070 D_real: 0.560 D_fake: 1.064 (epoch: 486, iters: 2126, time: 0.063) G_GAN: 0.496 G_GAN_Feat: 1.028 G_ID: 0.107 G_Rec: 0.415 D_GP: 0.040 D_real: 0.883 D_fake: 0.507 (epoch: 486, iters: 2526, time: 0.063) G_GAN: 0.200 G_GAN_Feat: 0.855 G_ID: 0.117 G_Rec: 0.343 D_GP: 0.057 D_real: 1.034 D_fake: 0.811 (epoch: 486, iters: 2926, time: 0.064) G_GAN: 0.697 G_GAN_Feat: 0.937 G_ID: 0.100 G_Rec: 0.383 D_GP: 0.034 D_real: 1.359 D_fake: 0.329 (epoch: 486, iters: 3326, time: 0.063) G_GAN: 0.181 G_GAN_Feat: 0.942 G_ID: 0.099 G_Rec: 0.338 D_GP: 0.226 D_real: 0.142 D_fake: 1.005 (epoch: 486, iters: 3726, time: 0.063) G_GAN: 0.814 G_GAN_Feat: 1.116 G_ID: 0.102 G_Rec: 0.440 D_GP: 0.133 D_real: 0.816 D_fake: 0.253 (epoch: 486, iters: 4126, time: 0.063) G_GAN: 0.036 G_GAN_Feat: 0.999 G_ID: 0.108 G_Rec: 0.383 D_GP: 0.539 D_real: 0.214 D_fake: 0.971 (epoch: 486, iters: 4526, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 1.030 G_ID: 0.121 G_Rec: 0.471 D_GP: 0.036 D_real: 1.188 D_fake: 0.567 (epoch: 486, iters: 4926, time: 0.063) G_GAN: 0.145 G_GAN_Feat: 0.708 G_ID: 0.099 G_Rec: 0.320 D_GP: 0.031 D_real: 0.925 D_fake: 0.859 (epoch: 486, iters: 5326, time: 0.063) G_GAN: 0.442 G_GAN_Feat: 0.922 G_ID: 0.125 G_Rec: 0.438 D_GP: 0.034 D_real: 1.109 D_fake: 0.584 (epoch: 486, iters: 5726, time: 0.063) G_GAN: 0.213 G_GAN_Feat: 0.843 G_ID: 0.101 G_Rec: 0.364 D_GP: 0.038 D_real: 0.732 D_fake: 0.787 (epoch: 486, iters: 6126, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 1.057 G_ID: 0.110 G_Rec: 0.403 D_GP: 0.041 D_real: 0.848 D_fake: 0.503 (epoch: 486, iters: 6526, time: 0.063) G_GAN: 0.641 G_GAN_Feat: 0.813 G_ID: 0.100 G_Rec: 0.301 D_GP: 0.036 D_real: 1.368 D_fake: 0.372 (epoch: 486, iters: 6926, time: 0.063) G_GAN: 0.341 G_GAN_Feat: 1.255 G_ID: 0.114 G_Rec: 0.485 D_GP: 0.885 D_real: 0.329 D_fake: 0.661 (epoch: 486, iters: 7326, time: 0.063) G_GAN: 0.110 G_GAN_Feat: 0.766 G_ID: 0.078 G_Rec: 0.309 D_GP: 0.032 D_real: 0.798 D_fake: 0.890 (epoch: 486, iters: 7726, time: 0.064) G_GAN: 0.737 G_GAN_Feat: 1.005 G_ID: 0.114 G_Rec: 0.427 D_GP: 0.059 D_real: 1.191 D_fake: 0.290 (epoch: 486, iters: 8126, time: 0.063) G_GAN: 0.492 G_GAN_Feat: 0.938 G_ID: 0.110 G_Rec: 0.341 D_GP: 0.041 D_real: 0.883 D_fake: 0.516 (epoch: 486, iters: 8526, time: 0.063) G_GAN: 0.545 G_GAN_Feat: 0.945 G_ID: 0.147 G_Rec: 0.455 D_GP: 0.034 D_real: 1.256 D_fake: 0.469 (epoch: 487, iters: 318, time: 0.063) G_GAN: 0.374 G_GAN_Feat: 0.731 G_ID: 0.106 G_Rec: 0.297 D_GP: 0.040 D_real: 1.270 D_fake: 0.627 (epoch: 487, iters: 718, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 1.037 G_ID: 0.100 G_Rec: 0.424 D_GP: 0.040 D_real: 0.618 D_fake: 0.649 (epoch: 487, iters: 1118, time: 0.063) G_GAN: 0.226 G_GAN_Feat: 0.649 G_ID: 0.082 G_Rec: 0.285 D_GP: 0.031 D_real: 1.199 D_fake: 0.776 (epoch: 487, iters: 1518, time: 0.063) G_GAN: 0.459 G_GAN_Feat: 0.875 G_ID: 0.113 G_Rec: 0.407 D_GP: 0.032 D_real: 1.110 D_fake: 0.568 (epoch: 487, iters: 1918, time: 0.063) G_GAN: -0.023 G_GAN_Feat: 0.732 G_ID: 0.086 G_Rec: 0.321 D_GP: 0.042 D_real: 0.785 D_fake: 1.023 (epoch: 487, iters: 2318, time: 0.064) G_GAN: 0.183 G_GAN_Feat: 0.917 G_ID: 0.150 G_Rec: 0.374 D_GP: 0.043 D_real: 0.740 D_fake: 0.821 (epoch: 487, iters: 2718, time: 0.063) G_GAN: 0.270 G_GAN_Feat: 0.739 G_ID: 0.106 G_Rec: 0.312 D_GP: 0.040 D_real: 1.162 D_fake: 0.734 (epoch: 487, iters: 3118, time: 0.063) G_GAN: 0.478 G_GAN_Feat: 1.032 G_ID: 0.123 G_Rec: 0.467 D_GP: 0.041 D_real: 1.008 D_fake: 0.534 (epoch: 487, iters: 3518, time: 0.063) G_GAN: 0.430 G_GAN_Feat: 0.746 G_ID: 0.093 G_Rec: 0.316 D_GP: 0.030 D_real: 1.426 D_fake: 0.573 (epoch: 487, iters: 3918, time: 0.064) G_GAN: 0.267 G_GAN_Feat: 1.059 G_ID: 0.109 G_Rec: 0.444 D_GP: 0.042 D_real: 0.619 D_fake: 0.735 (epoch: 487, iters: 4318, time: 0.063) G_GAN: 0.688 G_GAN_Feat: 0.883 G_ID: 0.092 G_Rec: 0.325 D_GP: 0.056 D_real: 1.289 D_fake: 0.570 (epoch: 487, iters: 4718, time: 0.063) G_GAN: 0.674 G_GAN_Feat: 1.163 G_ID: 0.124 G_Rec: 0.468 D_GP: 0.093 D_real: 0.458 D_fake: 0.363 (epoch: 487, iters: 5118, time: 0.063) G_GAN: -0.061 G_GAN_Feat: 0.788 G_ID: 0.100 G_Rec: 0.279 D_GP: 0.032 D_real: 0.618 D_fake: 1.061 (epoch: 487, iters: 5518, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.904 G_ID: 0.122 G_Rec: 0.422 D_GP: 0.029 D_real: 0.963 D_fake: 0.730 (epoch: 487, iters: 5918, time: 0.063) G_GAN: 0.190 G_GAN_Feat: 0.729 G_ID: 0.083 G_Rec: 0.285 D_GP: 0.039 D_real: 0.964 D_fake: 0.810 (epoch: 487, iters: 6318, time: 0.063) G_GAN: 0.443 G_GAN_Feat: 0.989 G_ID: 0.106 G_Rec: 0.381 D_GP: 0.040 D_real: 1.167 D_fake: 0.562 (epoch: 487, iters: 6718, time: 0.063) G_GAN: 0.198 G_GAN_Feat: 0.735 G_ID: 0.102 G_Rec: 0.304 D_GP: 0.030 D_real: 1.115 D_fake: 0.802 (epoch: 487, iters: 7118, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.972 G_ID: 0.108 G_Rec: 0.432 D_GP: 0.044 D_real: 0.973 D_fake: 0.591 (epoch: 487, iters: 7518, time: 0.063) G_GAN: 0.321 G_GAN_Feat: 0.786 G_ID: 0.092 G_Rec: 0.345 D_GP: 0.038 D_real: 0.938 D_fake: 0.681 (epoch: 487, iters: 7918, time: 0.063) G_GAN: 0.629 G_GAN_Feat: 0.940 G_ID: 0.109 G_Rec: 0.421 D_GP: 0.031 D_real: 1.276 D_fake: 0.398 (epoch: 487, iters: 8318, time: 0.063) G_GAN: 0.423 G_GAN_Feat: 0.709 G_ID: 0.082 G_Rec: 0.295 D_GP: 0.033 D_real: 1.379 D_fake: 0.580 (epoch: 488, iters: 110, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 0.991 G_ID: 0.094 G_Rec: 0.455 D_GP: 0.036 D_real: 1.045 D_fake: 0.593 (epoch: 488, iters: 510, time: 0.063) G_GAN: 0.042 G_GAN_Feat: 0.728 G_ID: 0.108 G_Rec: 0.315 D_GP: 0.034 D_real: 0.865 D_fake: 0.959 (epoch: 488, iters: 910, time: 0.063) G_GAN: 0.275 G_GAN_Feat: 0.932 G_ID: 0.117 G_Rec: 0.424 D_GP: 0.041 D_real: 0.884 D_fake: 0.728 (epoch: 488, iters: 1310, time: 0.063) G_GAN: 0.150 G_GAN_Feat: 0.690 G_ID: 0.122 G_Rec: 0.293 D_GP: 0.031 D_real: 0.965 D_fake: 0.850 (epoch: 488, iters: 1710, time: 0.064) G_GAN: 0.336 G_GAN_Feat: 1.097 G_ID: 0.128 G_Rec: 0.476 D_GP: 0.379 D_real: 0.408 D_fake: 0.666 (epoch: 488, iters: 2110, time: 0.063) G_GAN: 0.067 G_GAN_Feat: 0.755 G_ID: 0.107 G_Rec: 0.315 D_GP: 0.041 D_real: 0.810 D_fake: 0.933 (epoch: 488, iters: 2510, time: 0.063) G_GAN: 0.666 G_GAN_Feat: 1.091 G_ID: 0.117 G_Rec: 0.466 D_GP: 0.058 D_real: 0.756 D_fake: 0.358 (epoch: 488, iters: 2910, time: 0.063) G_GAN: 0.176 G_GAN_Feat: 0.744 G_ID: 0.108 G_Rec: 0.271 D_GP: 0.037 D_real: 0.864 D_fake: 0.824 (epoch: 488, iters: 3310, time: 0.064) G_GAN: 0.938 G_GAN_Feat: 1.050 G_ID: 0.123 G_Rec: 0.509 D_GP: 0.031 D_real: 1.410 D_fake: 0.277 (epoch: 488, iters: 3710, time: 0.063) G_GAN: 0.187 G_GAN_Feat: 0.741 G_ID: 0.086 G_Rec: 0.277 D_GP: 0.037 D_real: 1.124 D_fake: 0.814 (epoch: 488, iters: 4110, time: 0.063) G_GAN: 0.662 G_GAN_Feat: 1.027 G_ID: 0.114 G_Rec: 0.433 D_GP: 0.030 D_real: 1.183 D_fake: 0.361 (epoch: 488, iters: 4510, time: 0.063) G_GAN: 0.435 G_GAN_Feat: 0.827 G_ID: 0.096 G_Rec: 0.310 D_GP: 0.041 D_real: 1.158 D_fake: 0.608 (epoch: 488, iters: 4910, time: 0.064) G_GAN: 0.598 G_GAN_Feat: 1.177 G_ID: 0.129 G_Rec: 0.469 D_GP: 0.111 D_real: 0.482 D_fake: 0.508 (epoch: 488, iters: 5310, time: 0.063) G_GAN: 0.160 G_GAN_Feat: 0.905 G_ID: 0.110 G_Rec: 0.364 D_GP: 0.100 D_real: 0.511 D_fake: 0.843 (epoch: 488, iters: 5710, time: 0.063) G_GAN: 0.596 G_GAN_Feat: 1.242 G_ID: 0.127 G_Rec: 0.465 D_GP: 1.181 D_real: 0.366 D_fake: 0.467 (epoch: 488, iters: 6110, time: 0.063) G_GAN: 0.145 G_GAN_Feat: 0.829 G_ID: 0.096 G_Rec: 0.320 D_GP: 0.038 D_real: 0.802 D_fake: 0.856 (epoch: 488, iters: 6510, time: 0.064) G_GAN: 0.781 G_GAN_Feat: 0.982 G_ID: 0.112 G_Rec: 0.422 D_GP: 0.039 D_real: 1.312 D_fake: 0.270 (epoch: 488, iters: 6910, time: 0.063) G_GAN: 0.060 G_GAN_Feat: 1.035 G_ID: 0.108 G_Rec: 0.389 D_GP: 0.047 D_real: 0.897 D_fake: 0.959 (epoch: 488, iters: 7310, time: 0.063) G_GAN: 0.301 G_GAN_Feat: 1.058 G_ID: 0.124 G_Rec: 0.455 D_GP: 0.030 D_real: 0.950 D_fake: 0.705 (epoch: 488, iters: 7710, time: 0.063) G_GAN: -0.017 G_GAN_Feat: 0.760 G_ID: 0.109 G_Rec: 0.312 D_GP: 0.042 D_real: 0.741 D_fake: 1.017 (epoch: 488, iters: 8110, time: 0.064) G_GAN: 0.609 G_GAN_Feat: 0.978 G_ID: 0.119 G_Rec: 0.410 D_GP: 0.037 D_real: 1.072 D_fake: 0.407 (epoch: 488, iters: 8510, time: 0.063) G_GAN: 0.562 G_GAN_Feat: 0.834 G_ID: 0.105 G_Rec: 0.321 D_GP: 0.072 D_real: 1.383 D_fake: 0.523 (epoch: 489, iters: 302, time: 0.063) G_GAN: 0.295 G_GAN_Feat: 1.036 G_ID: 0.116 G_Rec: 0.433 D_GP: 0.052 D_real: 0.309 D_fake: 0.736 (epoch: 489, iters: 702, time: 0.063) G_GAN: 0.340 G_GAN_Feat: 0.765 G_ID: 0.110 G_Rec: 0.294 D_GP: 0.031 D_real: 1.113 D_fake: 0.661 (epoch: 489, iters: 1102, time: 0.064) G_GAN: 0.546 G_GAN_Feat: 1.124 G_ID: 0.102 G_Rec: 0.441 D_GP: 0.036 D_real: 0.540 D_fake: 0.464 (epoch: 489, iters: 1502, time: 0.063) G_GAN: -0.085 G_GAN_Feat: 0.768 G_ID: 0.116 G_Rec: 0.349 D_GP: 0.033 D_real: 0.800 D_fake: 1.086 (epoch: 489, iters: 1902, time: 0.063) G_GAN: 0.549 G_GAN_Feat: 0.912 G_ID: 0.106 G_Rec: 0.418 D_GP: 0.028 D_real: 1.235 D_fake: 0.470 (epoch: 489, iters: 2302, time: 0.063) G_GAN: 0.070 G_GAN_Feat: 0.735 G_ID: 0.115 G_Rec: 0.321 D_GP: 0.039 D_real: 0.981 D_fake: 0.931 (epoch: 489, iters: 2702, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.889 G_ID: 0.097 G_Rec: 0.423 D_GP: 0.031 D_real: 1.095 D_fake: 0.624 (epoch: 489, iters: 3102, time: 0.063) G_GAN: 0.262 G_GAN_Feat: 0.710 G_ID: 0.090 G_Rec: 0.299 D_GP: 0.033 D_real: 1.117 D_fake: 0.739 (epoch: 489, iters: 3502, time: 0.063) G_GAN: 0.189 G_GAN_Feat: 1.008 G_ID: 0.119 G_Rec: 0.473 D_GP: 0.067 D_real: 0.711 D_fake: 0.813 (epoch: 489, iters: 3902, time: 0.063) G_GAN: -0.144 G_GAN_Feat: 0.781 G_ID: 0.114 G_Rec: 0.346 D_GP: 0.034 D_real: 0.651 D_fake: 1.144 (epoch: 489, iters: 4302, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 0.923 G_ID: 0.122 G_Rec: 0.415 D_GP: 0.034 D_real: 1.032 D_fake: 0.593 (epoch: 489, iters: 4702, time: 0.063) G_GAN: 0.230 G_GAN_Feat: 0.796 G_ID: 0.093 G_Rec: 0.327 D_GP: 0.041 D_real: 0.959 D_fake: 0.771 (epoch: 489, iters: 5102, time: 0.063) G_GAN: 0.271 G_GAN_Feat: 1.069 G_ID: 0.115 G_Rec: 0.477 D_GP: 0.084 D_real: 0.604 D_fake: 0.730 (epoch: 489, iters: 5502, time: 0.063) G_GAN: 0.196 G_GAN_Feat: 0.762 G_ID: 0.090 G_Rec: 0.289 D_GP: 0.040 D_real: 0.770 D_fake: 0.804 (epoch: 489, iters: 5902, time: 0.064) G_GAN: 0.740 G_GAN_Feat: 1.083 G_ID: 0.120 G_Rec: 0.481 D_GP: 0.051 D_real: 0.814 D_fake: 0.331 (epoch: 489, iters: 6302, time: 0.063) G_GAN: 0.219 G_GAN_Feat: 0.814 G_ID: 0.089 G_Rec: 0.298 D_GP: 0.035 D_real: 0.939 D_fake: 0.781 (epoch: 489, iters: 6702, time: 0.063) G_GAN: 0.518 G_GAN_Feat: 1.055 G_ID: 0.108 G_Rec: 0.408 D_GP: 0.070 D_real: 0.610 D_fake: 0.492 (epoch: 489, iters: 7102, time: 0.063) G_GAN: 0.169 G_GAN_Feat: 0.868 G_ID: 0.093 G_Rec: 0.289 D_GP: 0.035 D_real: 0.645 D_fake: 0.831 (epoch: 489, iters: 7502, time: 0.063) G_GAN: 0.237 G_GAN_Feat: 0.786 G_ID: 0.122 G_Rec: 0.392 D_GP: 0.028 D_real: 1.042 D_fake: 0.763 (epoch: 489, iters: 7902, time: 0.063) G_GAN: 0.020 G_GAN_Feat: 0.646 G_ID: 0.101 G_Rec: 0.307 D_GP: 0.031 D_real: 0.896 D_fake: 0.981 (epoch: 489, iters: 8302, time: 0.063) G_GAN: 0.362 G_GAN_Feat: 0.808 G_ID: 0.115 G_Rec: 0.396 D_GP: 0.032 D_real: 1.128 D_fake: 0.640 (epoch: 489, iters: 8702, time: 0.064) G_GAN: -0.050 G_GAN_Feat: 0.632 G_ID: 0.086 G_Rec: 0.272 D_GP: 0.032 D_real: 0.869 D_fake: 1.050 (epoch: 490, iters: 494, time: 0.063) G_GAN: 0.242 G_GAN_Feat: 0.869 G_ID: 0.130 G_Rec: 0.412 D_GP: 0.044 D_real: 0.739 D_fake: 0.760 (epoch: 490, iters: 894, time: 0.063) G_GAN: 0.038 G_GAN_Feat: 0.692 G_ID: 0.092 G_Rec: 0.313 D_GP: 0.038 D_real: 0.988 D_fake: 0.962 (epoch: 490, iters: 1294, time: 0.063) G_GAN: 0.514 G_GAN_Feat: 0.975 G_ID: 0.114 G_Rec: 0.446 D_GP: 0.040 D_real: 1.014 D_fake: 0.513 (epoch: 490, iters: 1694, time: 0.064) G_GAN: 0.224 G_GAN_Feat: 0.706 G_ID: 0.082 G_Rec: 0.323 D_GP: 0.049 D_real: 1.063 D_fake: 0.778 (epoch: 490, iters: 2094, time: 0.063) G_GAN: 0.347 G_GAN_Feat: 0.981 G_ID: 0.129 G_Rec: 0.453 D_GP: 0.053 D_real: 0.739 D_fake: 0.657 (epoch: 490, iters: 2494, time: 0.063) G_GAN: 0.309 G_GAN_Feat: 0.745 G_ID: 0.109 G_Rec: 0.313 D_GP: 0.058 D_real: 0.988 D_fake: 0.692 (epoch: 490, iters: 2894, time: 0.063) G_GAN: 0.637 G_GAN_Feat: 0.925 G_ID: 0.117 G_Rec: 0.414 D_GP: 0.037 D_real: 1.333 D_fake: 0.379 (epoch: 490, iters: 3294, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 0.861 G_ID: 0.109 G_Rec: 0.336 D_GP: 0.126 D_real: 0.293 D_fake: 0.922 (epoch: 490, iters: 3694, time: 0.063) G_GAN: 0.398 G_GAN_Feat: 0.984 G_ID: 0.113 G_Rec: 0.389 D_GP: 0.037 D_real: 1.004 D_fake: 0.614 (epoch: 490, iters: 4094, time: 0.063) G_GAN: 0.390 G_GAN_Feat: 0.753 G_ID: 0.086 G_Rec: 0.304 D_GP: 0.039 D_real: 1.216 D_fake: 0.611 (epoch: 490, iters: 4494, time: 0.063) G_GAN: 0.730 G_GAN_Feat: 1.030 G_ID: 0.120 G_Rec: 0.444 D_GP: 0.043 D_real: 1.261 D_fake: 0.332 (epoch: 490, iters: 4894, time: 0.064) G_GAN: 0.371 G_GAN_Feat: 0.763 G_ID: 0.099 G_Rec: 0.301 D_GP: 0.043 D_real: 1.116 D_fake: 0.630 (epoch: 490, iters: 5294, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 0.941 G_ID: 0.120 G_Rec: 0.461 D_GP: 0.025 D_real: 1.019 D_fake: 0.762 (epoch: 490, iters: 5694, time: 0.063) G_GAN: 0.148 G_GAN_Feat: 0.716 G_ID: 0.114 G_Rec: 0.300 D_GP: 0.035 D_real: 0.957 D_fake: 0.852 (epoch: 490, iters: 6094, time: 0.063) G_GAN: 0.377 G_GAN_Feat: 0.915 G_ID: 0.104 G_Rec: 0.408 D_GP: 0.037 D_real: 1.091 D_fake: 0.624 (epoch: 490, iters: 6494, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.814 G_ID: 0.096 G_Rec: 0.316 D_GP: 0.092 D_real: 1.053 D_fake: 0.649 (epoch: 490, iters: 6894, time: 0.063) G_GAN: 0.503 G_GAN_Feat: 1.103 G_ID: 0.123 G_Rec: 0.451 D_GP: 0.084 D_real: 0.506 D_fake: 0.501 (epoch: 490, iters: 7294, time: 0.063) G_GAN: 0.414 G_GAN_Feat: 0.848 G_ID: 0.098 G_Rec: 0.320 D_GP: 0.076 D_real: 0.754 D_fake: 0.617 (epoch: 490, iters: 7694, time: 0.063) G_GAN: 0.463 G_GAN_Feat: 1.001 G_ID: 0.142 G_Rec: 0.428 D_GP: 0.062 D_real: 0.831 D_fake: 0.549 (epoch: 490, iters: 8094, time: 0.064) G_GAN: 0.317 G_GAN_Feat: 0.827 G_ID: 0.107 G_Rec: 0.313 D_GP: 0.052 D_real: 0.745 D_fake: 0.689 (epoch: 490, iters: 8494, time: 0.063) G_GAN: 0.461 G_GAN_Feat: 0.945 G_ID: 0.118 G_Rec: 0.433 D_GP: 0.028 D_real: 1.237 D_fake: 0.542 (epoch: 491, iters: 286, time: 0.063) G_GAN: 0.125 G_GAN_Feat: 0.699 G_ID: 0.081 G_Rec: 0.294 D_GP: 0.034 D_real: 0.984 D_fake: 0.875 (epoch: 491, iters: 686, time: 0.063) G_GAN: 0.302 G_GAN_Feat: 0.950 G_ID: 0.115 G_Rec: 0.416 D_GP: 0.040 D_real: 0.913 D_fake: 0.707 (epoch: 491, iters: 1086, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.839 G_ID: 0.088 G_Rec: 0.357 D_GP: 0.059 D_real: 0.849 D_fake: 0.781 (epoch: 491, iters: 1486, time: 0.063) G_GAN: 0.794 G_GAN_Feat: 1.043 G_ID: 0.125 G_Rec: 0.426 D_GP: 0.053 D_real: 1.051 D_fake: 0.279 (epoch: 491, iters: 1886, time: 0.063) G_GAN: 0.106 G_GAN_Feat: 0.948 G_ID: 0.083 G_Rec: 0.347 D_GP: 0.360 D_real: 0.236 D_fake: 0.910 (epoch: 491, iters: 2286, time: 0.063) G_GAN: 0.696 G_GAN_Feat: 1.123 G_ID: 0.116 G_Rec: 0.448 D_GP: 0.053 D_real: 0.997 D_fake: 0.363 (epoch: 491, iters: 2686, time: 0.064) G_GAN: 0.299 G_GAN_Feat: 0.962 G_ID: 0.092 G_Rec: 0.351 D_GP: 0.208 D_real: 0.488 D_fake: 0.704 (epoch: 491, iters: 3086, time: 0.063) G_GAN: 0.466 G_GAN_Feat: 0.963 G_ID: 0.104 G_Rec: 0.453 D_GP: 0.031 D_real: 1.006 D_fake: 0.564 (epoch: 491, iters: 3486, time: 0.063) G_GAN: 0.252 G_GAN_Feat: 0.738 G_ID: 0.118 G_Rec: 0.295 D_GP: 0.039 D_real: 1.039 D_fake: 0.748 (epoch: 491, iters: 3886, time: 0.063) G_GAN: 0.375 G_GAN_Feat: 1.025 G_ID: 0.153 G_Rec: 0.421 D_GP: 0.058 D_real: 0.633 D_fake: 0.638 (epoch: 491, iters: 4286, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.903 G_ID: 0.107 G_Rec: 0.336 D_GP: 0.272 D_real: 0.302 D_fake: 0.881 (epoch: 491, iters: 4686, time: 0.063) G_GAN: 0.488 G_GAN_Feat: 0.977 G_ID: 0.128 G_Rec: 0.462 D_GP: 0.042 D_real: 1.142 D_fake: 0.516 (epoch: 491, iters: 5086, time: 0.063) G_GAN: 0.217 G_GAN_Feat: 0.686 G_ID: 0.087 G_Rec: 0.312 D_GP: 0.034 D_real: 1.060 D_fake: 0.784 (epoch: 491, iters: 5486, time: 0.063) G_GAN: 0.280 G_GAN_Feat: 1.025 G_ID: 0.122 G_Rec: 0.472 D_GP: 0.068 D_real: 0.730 D_fake: 0.722 (epoch: 491, iters: 5886, time: 0.064) G_GAN: 0.010 G_GAN_Feat: 0.797 G_ID: 0.090 G_Rec: 0.339 D_GP: 0.040 D_real: 0.761 D_fake: 0.990 (epoch: 491, iters: 6286, time: 0.063) G_GAN: 0.430 G_GAN_Feat: 0.891 G_ID: 0.155 G_Rec: 0.410 D_GP: 0.036 D_real: 1.041 D_fake: 0.580 (epoch: 491, iters: 6686, time: 0.063) G_GAN: 0.008 G_GAN_Feat: 0.814 G_ID: 0.101 G_Rec: 0.345 D_GP: 0.044 D_real: 0.611 D_fake: 0.992 (epoch: 491, iters: 7086, time: 0.063) G_GAN: 0.459 G_GAN_Feat: 1.068 G_ID: 0.122 G_Rec: 0.468 D_GP: 0.215 D_real: 0.515 D_fake: 0.548 (epoch: 491, iters: 7486, time: 0.064) G_GAN: 0.161 G_GAN_Feat: 0.840 G_ID: 0.099 G_Rec: 0.372 D_GP: 0.060 D_real: 0.654 D_fake: 0.840 (epoch: 491, iters: 7886, time: 0.063) G_GAN: 0.373 G_GAN_Feat: 1.348 G_ID: 0.117 G_Rec: 0.484 D_GP: 0.061 D_real: 1.202 D_fake: 0.647 (epoch: 491, iters: 8286, time: 0.063) G_GAN: 0.002 G_GAN_Feat: 0.649 G_ID: 0.088 G_Rec: 0.305 D_GP: 0.024 D_real: 0.994 D_fake: 0.998 (epoch: 491, iters: 8686, time: 0.063) G_GAN: 0.321 G_GAN_Feat: 0.925 G_ID: 0.121 G_Rec: 0.458 D_GP: 0.032 D_real: 0.933 D_fake: 0.688 (epoch: 492, iters: 478, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.741 G_ID: 0.081 G_Rec: 0.337 D_GP: 0.042 D_real: 1.025 D_fake: 0.854 (epoch: 492, iters: 878, time: 0.063) G_GAN: 0.076 G_GAN_Feat: 1.001 G_ID: 0.126 G_Rec: 0.489 D_GP: 0.072 D_real: 0.599 D_fake: 0.925 (epoch: 492, iters: 1278, time: 0.063) G_GAN: 0.011 G_GAN_Feat: 0.725 G_ID: 0.086 G_Rec: 0.306 D_GP: 0.060 D_real: 0.835 D_fake: 0.989 (epoch: 492, iters: 1678, time: 0.063) G_GAN: 0.361 G_GAN_Feat: 0.902 G_ID: 0.106 G_Rec: 0.404 D_GP: 0.040 D_real: 0.947 D_fake: 0.647 (epoch: 492, iters: 2078, time: 0.064) G_GAN: 0.173 G_GAN_Feat: 0.791 G_ID: 0.094 G_Rec: 0.306 D_GP: 0.050 D_real: 0.865 D_fake: 0.827 (epoch: 492, iters: 2478, time: 0.063) G_GAN: 0.652 G_GAN_Feat: 0.963 G_ID: 0.105 G_Rec: 0.426 D_GP: 0.035 D_real: 1.286 D_fake: 0.380 (epoch: 492, iters: 2878, time: 0.063) G_GAN: 0.323 G_GAN_Feat: 0.844 G_ID: 0.099 G_Rec: 0.333 D_GP: 0.078 D_real: 0.729 D_fake: 0.677 (epoch: 492, iters: 3278, time: 0.063) G_GAN: 0.064 G_GAN_Feat: 0.949 G_ID: 0.129 G_Rec: 0.453 D_GP: 0.037 D_real: 0.893 D_fake: 0.937 (epoch: 492, iters: 3678, time: 0.064) G_GAN: -0.023 G_GAN_Feat: 0.700 G_ID: 0.111 G_Rec: 0.287 D_GP: 0.029 D_real: 0.859 D_fake: 1.023 (epoch: 492, iters: 4078, time: 0.063) G_GAN: 0.362 G_GAN_Feat: 1.028 G_ID: 0.121 G_Rec: 0.431 D_GP: 0.084 D_real: 0.717 D_fake: 0.646 (epoch: 492, iters: 4478, time: 0.063) G_GAN: 0.342 G_GAN_Feat: 0.648 G_ID: 0.103 G_Rec: 0.269 D_GP: 0.033 D_real: 1.262 D_fake: 0.659 (epoch: 492, iters: 4878, time: 0.063) G_GAN: 0.398 G_GAN_Feat: 1.145 G_ID: 0.128 G_Rec: 0.435 D_GP: 0.770 D_real: 0.119 D_fake: 0.711 (epoch: 492, iters: 5278, time: 0.064) G_GAN: 0.013 G_GAN_Feat: 0.884 G_ID: 0.093 G_Rec: 0.342 D_GP: 0.239 D_real: 0.311 D_fake: 0.988 (epoch: 492, iters: 5678, time: 0.063) G_GAN: 0.536 G_GAN_Feat: 1.070 G_ID: 0.115 G_Rec: 0.489 D_GP: 0.034 D_real: 1.039 D_fake: 0.471 (epoch: 492, iters: 6078, time: 0.063) G_GAN: 0.028 G_GAN_Feat: 0.897 G_ID: 0.129 G_Rec: 0.304 D_GP: 0.033 D_real: 0.447 D_fake: 0.972 (epoch: 492, iters: 6478, time: 0.063) G_GAN: 0.418 G_GAN_Feat: 1.356 G_ID: 0.125 G_Rec: 0.462 D_GP: 0.105 D_real: 0.071 D_fake: 0.602 (epoch: 492, iters: 6878, time: 0.064) G_GAN: 0.720 G_GAN_Feat: 0.858 G_ID: 0.095 G_Rec: 0.332 D_GP: 0.065 D_real: 1.349 D_fake: 0.654 (epoch: 492, iters: 7278, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 1.224 G_ID: 0.109 G_Rec: 0.466 D_GP: 0.076 D_real: 0.135 D_fake: 0.766 (epoch: 492, iters: 7678, time: 0.063) G_GAN: 0.496 G_GAN_Feat: 0.838 G_ID: 0.091 G_Rec: 0.318 D_GP: 0.057 D_real: 1.113 D_fake: 0.510 (epoch: 492, iters: 8078, time: 0.063) G_GAN: 0.370 G_GAN_Feat: 1.084 G_ID: 0.123 G_Rec: 0.559 D_GP: 0.035 D_real: 0.979 D_fake: 0.632 (epoch: 492, iters: 8478, time: 0.064) G_GAN: 0.261 G_GAN_Feat: 0.794 G_ID: 0.115 G_Rec: 0.327 D_GP: 0.030 D_real: 1.123 D_fake: 0.740 (epoch: 493, iters: 270, time: 0.063) G_GAN: 0.690 G_GAN_Feat: 1.012 G_ID: 0.114 G_Rec: 0.438 D_GP: 0.034 D_real: 1.082 D_fake: 0.378 (epoch: 493, iters: 670, time: 0.063) G_GAN: 0.064 G_GAN_Feat: 0.807 G_ID: 0.084 G_Rec: 0.331 D_GP: 0.078 D_real: 0.733 D_fake: 0.936 (epoch: 493, iters: 1070, time: 0.063) G_GAN: 0.579 G_GAN_Feat: 1.063 G_ID: 0.138 G_Rec: 0.465 D_GP: 0.050 D_real: 0.843 D_fake: 0.428 (epoch: 493, iters: 1470, time: 0.064) G_GAN: 0.360 G_GAN_Feat: 0.828 G_ID: 0.104 G_Rec: 0.323 D_GP: 0.081 D_real: 0.831 D_fake: 0.640 (epoch: 493, iters: 1870, time: 0.063) G_GAN: 0.697 G_GAN_Feat: 1.058 G_ID: 0.114 G_Rec: 0.442 D_GP: 0.065 D_real: 1.052 D_fake: 0.345 (epoch: 493, iters: 2270, time: 0.063) G_GAN: 0.498 G_GAN_Feat: 0.922 G_ID: 0.124 G_Rec: 0.307 D_GP: 0.059 D_real: 0.951 D_fake: 0.681 (epoch: 493, iters: 2670, time: 0.063) G_GAN: 0.858 G_GAN_Feat: 0.988 G_ID: 0.110 G_Rec: 0.440 D_GP: 0.031 D_real: 1.446 D_fake: 0.206 (epoch: 493, iters: 3070, time: 0.064) G_GAN: 0.483 G_GAN_Feat: 0.887 G_ID: 0.105 G_Rec: 0.309 D_GP: 0.050 D_real: 1.212 D_fake: 0.524 (epoch: 493, iters: 3470, time: 0.063) G_GAN: 0.985 G_GAN_Feat: 1.131 G_ID: 0.115 G_Rec: 0.472 D_GP: 0.039 D_real: 1.577 D_fake: 0.206 (epoch: 493, iters: 3870, time: 0.063) G_GAN: 0.329 G_GAN_Feat: 0.840 G_ID: 0.099 G_Rec: 0.323 D_GP: 0.030 D_real: 1.109 D_fake: 0.671 (epoch: 493, iters: 4270, time: 0.063) G_GAN: 0.387 G_GAN_Feat: 1.070 G_ID: 0.126 G_Rec: 0.509 D_GP: 0.032 D_real: 1.034 D_fake: 0.622 (epoch: 493, iters: 4670, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.709 G_ID: 0.100 G_Rec: 0.287 D_GP: 0.035 D_real: 1.169 D_fake: 0.742 (epoch: 493, iters: 5070, time: 0.063) G_GAN: 0.360 G_GAN_Feat: 0.968 G_ID: 0.109 G_Rec: 0.419 D_GP: 0.079 D_real: 0.768 D_fake: 0.642 (epoch: 493, iters: 5470, time: 0.063) G_GAN: 0.345 G_GAN_Feat: 0.813 G_ID: 0.096 G_Rec: 0.292 D_GP: 0.127 D_real: 0.784 D_fake: 0.656 (epoch: 493, iters: 5870, time: 0.063) G_GAN: 0.804 G_GAN_Feat: 0.976 G_ID: 0.120 G_Rec: 0.395 D_GP: 0.041 D_real: 1.347 D_fake: 0.254 (epoch: 493, iters: 6270, time: 0.064) G_GAN: 0.426 G_GAN_Feat: 0.729 G_ID: 0.094 G_Rec: 0.311 D_GP: 0.032 D_real: 1.359 D_fake: 0.577 (epoch: 493, iters: 6670, time: 0.063) G_GAN: 0.724 G_GAN_Feat: 1.152 G_ID: 0.149 G_Rec: 0.497 D_GP: 0.037 D_real: 1.048 D_fake: 0.376 (epoch: 493, iters: 7070, time: 0.063) G_GAN: 0.531 G_GAN_Feat: 0.787 G_ID: 0.109 G_Rec: 0.283 D_GP: 0.038 D_real: 1.233 D_fake: 0.553 (epoch: 493, iters: 7470, time: 0.063) G_GAN: 0.397 G_GAN_Feat: 0.843 G_ID: 0.123 G_Rec: 0.405 D_GP: 0.031 D_real: 1.164 D_fake: 0.611 (epoch: 493, iters: 7870, time: 0.064) G_GAN: 0.151 G_GAN_Feat: 0.740 G_ID: 0.095 G_Rec: 0.330 D_GP: 0.033 D_real: 1.025 D_fake: 0.849 (epoch: 493, iters: 8270, time: 0.063) G_GAN: 0.207 G_GAN_Feat: 0.884 G_ID: 0.121 G_Rec: 0.413 D_GP: 0.032 D_real: 0.985 D_fake: 0.794 (epoch: 493, iters: 8670, time: 0.063) G_GAN: -0.003 G_GAN_Feat: 0.803 G_ID: 0.099 G_Rec: 0.325 D_GP: 0.081 D_real: 0.617 D_fake: 1.003 (epoch: 494, iters: 462, time: 0.063) G_GAN: 0.633 G_GAN_Feat: 1.021 G_ID: 0.107 G_Rec: 0.481 D_GP: 0.035 D_real: 1.196 D_fake: 0.404 (epoch: 494, iters: 862, time: 0.064) G_GAN: 0.189 G_GAN_Feat: 0.656 G_ID: 0.102 G_Rec: 0.284 D_GP: 0.030 D_real: 1.124 D_fake: 0.811 (epoch: 494, iters: 1262, time: 0.063) G_GAN: 0.209 G_GAN_Feat: 0.950 G_ID: 0.121 G_Rec: 0.437 D_GP: 0.034 D_real: 0.859 D_fake: 0.792 (epoch: 494, iters: 1662, time: 0.063) G_GAN: 0.082 G_GAN_Feat: 0.779 G_ID: 0.107 G_Rec: 0.318 D_GP: 0.063 D_real: 0.683 D_fake: 0.921 (epoch: 494, iters: 2062, time: 0.063) G_GAN: 0.532 G_GAN_Feat: 1.008 G_ID: 0.144 G_Rec: 0.460 D_GP: 0.053 D_real: 1.003 D_fake: 0.486 (epoch: 494, iters: 2462, time: 0.064) G_GAN: 0.270 G_GAN_Feat: 0.771 G_ID: 0.094 G_Rec: 0.305 D_GP: 0.029 D_real: 1.060 D_fake: 0.731 (epoch: 494, iters: 2862, time: 0.063) G_GAN: 0.478 G_GAN_Feat: 1.028 G_ID: 0.117 G_Rec: 0.445 D_GP: 0.050 D_real: 0.687 D_fake: 0.538 (epoch: 494, iters: 3262, time: 0.063) G_GAN: -0.159 G_GAN_Feat: 0.765 G_ID: 0.096 G_Rec: 0.293 D_GP: 0.103 D_real: 0.571 D_fake: 1.159 (epoch: 494, iters: 3662, time: 0.063) G_GAN: 0.641 G_GAN_Feat: 1.048 G_ID: 0.127 G_Rec: 0.481 D_GP: 0.053 D_real: 1.055 D_fake: 0.384 (epoch: 494, iters: 4062, time: 0.063) G_GAN: 0.313 G_GAN_Feat: 0.643 G_ID: 0.086 G_Rec: 0.326 D_GP: 0.025 D_real: 1.242 D_fake: 0.688 (epoch: 494, iters: 4462, time: 0.063) G_GAN: 0.579 G_GAN_Feat: 0.904 G_ID: 0.117 G_Rec: 0.448 D_GP: 0.028 D_real: 1.324 D_fake: 0.429 (epoch: 494, iters: 4862, time: 0.063) G_GAN: 0.245 G_GAN_Feat: 0.660 G_ID: 0.102 G_Rec: 0.276 D_GP: 0.028 D_real: 1.190 D_fake: 0.755 (epoch: 494, iters: 5262, time: 0.064) G_GAN: 0.404 G_GAN_Feat: 0.951 G_ID: 0.112 G_Rec: 0.419 D_GP: 0.054 D_real: 0.988 D_fake: 0.600 (epoch: 494, iters: 5662, time: 0.063) G_GAN: 0.296 G_GAN_Feat: 0.733 G_ID: 0.089 G_Rec: 0.290 D_GP: 0.045 D_real: 1.120 D_fake: 0.705 (epoch: 494, iters: 6062, time: 0.063) G_GAN: 0.505 G_GAN_Feat: 0.954 G_ID: 0.125 G_Rec: 0.435 D_GP: 0.036 D_real: 1.129 D_fake: 0.503 (epoch: 494, iters: 6462, time: 0.063) G_GAN: 0.437 G_GAN_Feat: 0.744 G_ID: 0.085 G_Rec: 0.309 D_GP: 0.038 D_real: 1.212 D_fake: 0.565 (epoch: 494, iters: 6862, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.941 G_ID: 0.108 G_Rec: 0.429 D_GP: 0.035 D_real: 1.113 D_fake: 0.541 (epoch: 494, iters: 7262, time: 0.063) G_GAN: 0.290 G_GAN_Feat: 0.720 G_ID: 0.092 G_Rec: 0.310 D_GP: 0.040 D_real: 1.078 D_fake: 0.711 (epoch: 494, iters: 7662, time: 0.063) G_GAN: 0.308 G_GAN_Feat: 0.973 G_ID: 0.119 G_Rec: 0.400 D_GP: 0.056 D_real: 0.795 D_fake: 0.693 (epoch: 494, iters: 8062, time: 0.063) G_GAN: 0.304 G_GAN_Feat: 0.771 G_ID: 0.092 G_Rec: 0.304 D_GP: 0.057 D_real: 0.987 D_fake: 0.703 (epoch: 494, iters: 8462, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 1.012 G_ID: 0.119 G_Rec: 0.475 D_GP: 0.031 D_real: 0.870 D_fake: 0.638 (epoch: 495, iters: 254, time: 0.063) G_GAN: 0.114 G_GAN_Feat: 0.757 G_ID: 0.097 G_Rec: 0.282 D_GP: 0.028 D_real: 0.919 D_fake: 0.886 (epoch: 495, iters: 654, time: 0.063) G_GAN: 0.613 G_GAN_Feat: 1.002 G_ID: 0.105 G_Rec: 0.414 D_GP: 0.034 D_real: 1.305 D_fake: 0.410 (epoch: 495, iters: 1054, time: 0.063) G_GAN: 0.263 G_GAN_Feat: 0.864 G_ID: 0.087 G_Rec: 0.315 D_GP: 0.052 D_real: 0.577 D_fake: 0.739 (epoch: 495, iters: 1454, time: 0.064) G_GAN: 0.439 G_GAN_Feat: 1.079 G_ID: 0.114 G_Rec: 0.471 D_GP: 0.044 D_real: 0.980 D_fake: 0.569 (epoch: 495, iters: 1854, time: 0.063) G_GAN: 0.358 G_GAN_Feat: 0.839 G_ID: 0.100 G_Rec: 0.314 D_GP: 0.096 D_real: 0.701 D_fake: 0.646 (epoch: 495, iters: 2254, time: 0.063) G_GAN: 0.430 G_GAN_Feat: 0.928 G_ID: 0.106 G_Rec: 0.414 D_GP: 0.033 D_real: 1.122 D_fake: 0.580 (epoch: 495, iters: 2654, time: 0.063) G_GAN: 0.339 G_GAN_Feat: 0.761 G_ID: 0.111 G_Rec: 0.323 D_GP: 0.036 D_real: 1.138 D_fake: 0.662 (epoch: 495, iters: 3054, time: 0.064) G_GAN: 0.557 G_GAN_Feat: 1.147 G_ID: 0.122 G_Rec: 0.458 D_GP: 0.262 D_real: 0.395 D_fake: 0.465 (epoch: 495, iters: 3454, time: 0.063) G_GAN: 0.141 G_GAN_Feat: 0.946 G_ID: 0.090 G_Rec: 0.308 D_GP: 0.055 D_real: 0.222 D_fake: 0.862 (epoch: 495, iters: 3854, time: 0.063) G_GAN: 0.448 G_GAN_Feat: 0.881 G_ID: 0.118 G_Rec: 0.441 D_GP: 0.029 D_real: 1.198 D_fake: 0.559 (epoch: 495, iters: 4254, time: 0.063) G_GAN: 0.143 G_GAN_Feat: 0.644 G_ID: 0.101 G_Rec: 0.324 D_GP: 0.028 D_real: 1.057 D_fake: 0.857 (epoch: 495, iters: 4654, time: 0.064) G_GAN: 0.505 G_GAN_Feat: 0.861 G_ID: 0.112 G_Rec: 0.436 D_GP: 0.034 D_real: 1.042 D_fake: 0.512 (epoch: 495, iters: 5054, time: 0.063) G_GAN: 0.197 G_GAN_Feat: 0.666 G_ID: 0.104 G_Rec: 0.304 D_GP: 0.033 D_real: 1.058 D_fake: 0.803 (epoch: 495, iters: 5454, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.893 G_ID: 0.117 G_Rec: 0.424 D_GP: 0.042 D_real: 1.062 D_fake: 0.644 (epoch: 495, iters: 5854, time: 0.064) G_GAN: 0.127 G_GAN_Feat: 0.686 G_ID: 0.104 G_Rec: 0.314 D_GP: 0.034 D_real: 0.967 D_fake: 0.873 (epoch: 495, iters: 6254, time: 0.064) G_GAN: 0.124 G_GAN_Feat: 0.861 G_ID: 0.118 G_Rec: 0.403 D_GP: 0.038 D_real: 0.899 D_fake: 0.876 (epoch: 495, iters: 6654, time: 0.064) G_GAN: -0.079 G_GAN_Feat: 0.752 G_ID: 0.104 G_Rec: 0.341 D_GP: 0.046 D_real: 0.662 D_fake: 1.079 (epoch: 495, iters: 7054, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.914 G_ID: 0.124 G_Rec: 0.420 D_GP: 0.048 D_real: 0.907 D_fake: 0.670 (epoch: 495, iters: 7454, time: 0.064) G_GAN: -0.182 G_GAN_Feat: 0.740 G_ID: 0.108 G_Rec: 0.319 D_GP: 0.039 D_real: 0.605 D_fake: 1.182 (epoch: 495, iters: 7854, time: 0.064) G_GAN: 0.418 G_GAN_Feat: 0.975 G_ID: 0.115 G_Rec: 0.454 D_GP: 0.063 D_real: 0.789 D_fake: 0.615 (epoch: 495, iters: 8254, time: 0.064) G_GAN: -0.126 G_GAN_Feat: 0.756 G_ID: 0.099 G_Rec: 0.355 D_GP: 0.108 D_real: 0.550 D_fake: 1.126 (epoch: 495, iters: 8654, time: 0.064) G_GAN: 0.318 G_GAN_Feat: 1.027 G_ID: 0.113 G_Rec: 0.448 D_GP: 0.089 D_real: 0.641 D_fake: 0.691 (epoch: 496, iters: 446, time: 0.064) G_GAN: 0.122 G_GAN_Feat: 0.726 G_ID: 0.112 G_Rec: 0.306 D_GP: 0.049 D_real: 0.906 D_fake: 0.878 (epoch: 496, iters: 846, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 0.955 G_ID: 0.113 G_Rec: 0.398 D_GP: 0.050 D_real: 1.036 D_fake: 0.508 (epoch: 496, iters: 1246, time: 0.064) G_GAN: 0.035 G_GAN_Feat: 0.739 G_ID: 0.095 G_Rec: 0.308 D_GP: 0.053 D_real: 0.950 D_fake: 0.965 (epoch: 496, iters: 1646, time: 0.064) G_GAN: 0.481 G_GAN_Feat: 0.865 G_ID: 0.107 G_Rec: 0.391 D_GP: 0.036 D_real: 1.251 D_fake: 0.524 (epoch: 496, iters: 2046, time: 0.064) G_GAN: 0.107 G_GAN_Feat: 0.845 G_ID: 0.100 G_Rec: 0.357 D_GP: 0.077 D_real: 0.487 D_fake: 0.894 (epoch: 496, iters: 2446, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 1.054 G_ID: 0.140 G_Rec: 0.488 D_GP: 0.110 D_real: 0.452 D_fake: 0.681 (epoch: 496, iters: 2846, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.773 G_ID: 0.099 G_Rec: 0.313 D_GP: 0.074 D_real: 1.015 D_fake: 0.792 (epoch: 496, iters: 3246, time: 0.063) G_GAN: 0.624 G_GAN_Feat: 0.936 G_ID: 0.116 G_Rec: 0.441 D_GP: 0.070 D_real: 1.160 D_fake: 0.401 (epoch: 496, iters: 3646, time: 0.063) G_GAN: 0.282 G_GAN_Feat: 0.796 G_ID: 0.092 G_Rec: 0.327 D_GP: 0.050 D_real: 0.868 D_fake: 0.720 (epoch: 496, iters: 4046, time: 0.064) G_GAN: 0.402 G_GAN_Feat: 0.964 G_ID: 0.132 G_Rec: 0.407 D_GP: 0.050 D_real: 0.837 D_fake: 0.599 (epoch: 496, iters: 4446, time: 0.064) G_GAN: 0.040 G_GAN_Feat: 0.899 G_ID: 0.093 G_Rec: 0.333 D_GP: 0.117 D_real: 0.413 D_fake: 0.961 (epoch: 496, iters: 4846, time: 0.064) G_GAN: 0.369 G_GAN_Feat: 0.930 G_ID: 0.109 G_Rec: 0.450 D_GP: 0.026 D_real: 1.146 D_fake: 0.635 (epoch: 496, iters: 5246, time: 0.064) G_GAN: 0.059 G_GAN_Feat: 0.708 G_ID: 0.095 G_Rec: 0.314 D_GP: 0.031 D_real: 0.904 D_fake: 0.941 (epoch: 496, iters: 5646, time: 0.064) G_GAN: 0.607 G_GAN_Feat: 0.944 G_ID: 0.109 G_Rec: 0.506 D_GP: 0.046 D_real: 1.106 D_fake: 0.431 (epoch: 496, iters: 6046, time: 0.063) G_GAN: -0.131 G_GAN_Feat: 0.826 G_ID: 0.105 G_Rec: 0.325 D_GP: 0.115 D_real: 0.415 D_fake: 1.132 (epoch: 496, iters: 6446, time: 0.063) G_GAN: 0.561 G_GAN_Feat: 0.956 G_ID: 0.103 G_Rec: 0.416 D_GP: 0.041 D_real: 1.115 D_fake: 0.448 (epoch: 496, iters: 6846, time: 0.063) G_GAN: 0.166 G_GAN_Feat: 0.739 G_ID: 0.106 G_Rec: 0.309 D_GP: 0.036 D_real: 1.014 D_fake: 0.835 (epoch: 496, iters: 7246, time: 0.064) G_GAN: 0.489 G_GAN_Feat: 0.932 G_ID: 0.117 G_Rec: 0.396 D_GP: 0.039 D_real: 1.177 D_fake: 0.517 (epoch: 496, iters: 7646, time: 0.063) G_GAN: 0.297 G_GAN_Feat: 0.802 G_ID: 0.097 G_Rec: 0.291 D_GP: 0.039 D_real: 1.088 D_fake: 0.703 (epoch: 496, iters: 8046, time: 0.063) G_GAN: 0.501 G_GAN_Feat: 1.032 G_ID: 0.129 G_Rec: 0.479 D_GP: 0.078 D_real: 0.903 D_fake: 0.520 (epoch: 496, iters: 8446, time: 0.063) G_GAN: 0.098 G_GAN_Feat: 0.862 G_ID: 0.109 G_Rec: 0.325 D_GP: 0.057 D_real: 0.582 D_fake: 0.902 (epoch: 497, iters: 238, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.937 G_ID: 0.123 G_Rec: 0.379 D_GP: 0.068 D_real: 1.017 D_fake: 0.583 (epoch: 497, iters: 638, time: 0.063) G_GAN: 0.251 G_GAN_Feat: 0.721 G_ID: 0.093 G_Rec: 0.314 D_GP: 0.035 D_real: 1.019 D_fake: 0.749 (epoch: 497, iters: 1038, time: 0.063) G_GAN: 0.638 G_GAN_Feat: 0.963 G_ID: 0.112 G_Rec: 0.428 D_GP: 0.038 D_real: 1.276 D_fake: 0.384 (epoch: 497, iters: 1438, time: 0.063) G_GAN: 0.373 G_GAN_Feat: 0.717 G_ID: 0.101 G_Rec: 0.289 D_GP: 0.032 D_real: 1.278 D_fake: 0.628 (epoch: 497, iters: 1838, time: 0.064) G_GAN: 0.575 G_GAN_Feat: 1.022 G_ID: 0.119 G_Rec: 0.459 D_GP: 0.096 D_real: 1.108 D_fake: 0.442 (epoch: 497, iters: 2238, time: 0.063) G_GAN: 0.196 G_GAN_Feat: 0.802 G_ID: 0.095 G_Rec: 0.295 D_GP: 0.035 D_real: 0.827 D_fake: 0.807 (epoch: 497, iters: 2638, time: 0.063) G_GAN: 0.370 G_GAN_Feat: 1.019 G_ID: 0.120 G_Rec: 0.403 D_GP: 0.039 D_real: 0.622 D_fake: 0.639 (epoch: 497, iters: 3038, time: 0.063) G_GAN: 0.088 G_GAN_Feat: 0.783 G_ID: 0.100 G_Rec: 0.289 D_GP: 0.032 D_real: 0.900 D_fake: 0.912 (epoch: 497, iters: 3438, time: 0.064) G_GAN: 0.858 G_GAN_Feat: 1.025 G_ID: 0.113 G_Rec: 0.430 D_GP: 0.056 D_real: 1.212 D_fake: 0.209 (epoch: 497, iters: 3838, time: 0.063) G_GAN: -0.051 G_GAN_Feat: 0.969 G_ID: 0.098 G_Rec: 0.371 D_GP: 0.205 D_real: 0.223 D_fake: 1.052 (epoch: 497, iters: 4238, time: 0.063) G_GAN: 0.387 G_GAN_Feat: 0.927 G_ID: 0.126 G_Rec: 0.408 D_GP: 0.036 D_real: 1.054 D_fake: 0.646 (epoch: 497, iters: 4638, time: 0.063) G_GAN: 0.384 G_GAN_Feat: 0.772 G_ID: 0.088 G_Rec: 0.287 D_GP: 0.037 D_real: 1.199 D_fake: 0.618 (epoch: 497, iters: 5038, time: 0.064) G_GAN: 0.278 G_GAN_Feat: 1.063 G_ID: 0.119 G_Rec: 0.461 D_GP: 0.036 D_real: 0.829 D_fake: 0.723 (epoch: 497, iters: 5438, time: 0.063) G_GAN: 0.103 G_GAN_Feat: 0.841 G_ID: 0.098 G_Rec: 0.305 D_GP: 0.058 D_real: 0.611 D_fake: 0.898 (epoch: 497, iters: 5838, time: 0.063) G_GAN: 0.773 G_GAN_Feat: 1.073 G_ID: 0.114 G_Rec: 0.428 D_GP: 0.037 D_real: 0.833 D_fake: 0.252 (epoch: 497, iters: 6238, time: 0.063) G_GAN: 0.376 G_GAN_Feat: 0.630 G_ID: 0.097 G_Rec: 0.290 D_GP: 0.025 D_real: 1.344 D_fake: 0.625 (epoch: 497, iters: 6638, time: 0.064) G_GAN: 0.424 G_GAN_Feat: 0.845 G_ID: 0.109 G_Rec: 0.383 D_GP: 0.031 D_real: 1.157 D_fake: 0.578 (epoch: 497, iters: 7038, time: 0.063) G_GAN: 0.139 G_GAN_Feat: 0.785 G_ID: 0.092 G_Rec: 0.348 D_GP: 0.050 D_real: 0.946 D_fake: 0.864 (epoch: 497, iters: 7438, time: 0.063) G_GAN: 0.635 G_GAN_Feat: 1.005 G_ID: 0.108 G_Rec: 0.429 D_GP: 0.043 D_real: 1.141 D_fake: 0.383 (epoch: 497, iters: 7838, time: 0.063) G_GAN: 0.278 G_GAN_Feat: 0.764 G_ID: 0.082 G_Rec: 0.316 D_GP: 0.045 D_real: 0.981 D_fake: 0.723 (epoch: 497, iters: 8238, time: 0.064) G_GAN: 0.656 G_GAN_Feat: 1.051 G_ID: 0.108 G_Rec: 0.462 D_GP: 0.048 D_real: 1.188 D_fake: 0.386 (epoch: 497, iters: 8638, time: 0.063) G_GAN: 0.452 G_GAN_Feat: 0.668 G_ID: 0.092 G_Rec: 0.281 D_GP: 0.027 D_real: 1.371 D_fake: 0.548 (epoch: 498, iters: 430, time: 0.063) G_GAN: 0.531 G_GAN_Feat: 1.017 G_ID: 0.110 G_Rec: 0.456 D_GP: 0.062 D_real: 1.048 D_fake: 0.478 (epoch: 498, iters: 830, time: 0.063) G_GAN: 0.148 G_GAN_Feat: 0.787 G_ID: 0.091 G_Rec: 0.325 D_GP: 0.096 D_real: 0.922 D_fake: 0.853 (epoch: 498, iters: 1230, time: 0.064) G_GAN: 0.929 G_GAN_Feat: 0.970 G_ID: 0.110 G_Rec: 0.405 D_GP: 0.038 D_real: 1.544 D_fake: 0.147 (epoch: 498, iters: 1630, time: 0.063) G_GAN: 0.108 G_GAN_Feat: 0.795 G_ID: 0.104 G_Rec: 0.323 D_GP: 0.032 D_real: 0.693 D_fake: 0.892 (epoch: 498, iters: 2030, time: 0.063) G_GAN: 0.594 G_GAN_Feat: 0.988 G_ID: 0.124 G_Rec: 0.416 D_GP: 0.040 D_real: 1.075 D_fake: 0.431 (epoch: 498, iters: 2430, time: 0.063) G_GAN: 0.154 G_GAN_Feat: 0.781 G_ID: 0.093 G_Rec: 0.296 D_GP: 0.034 D_real: 0.928 D_fake: 0.846 (epoch: 498, iters: 2830, time: 0.064) G_GAN: 0.353 G_GAN_Feat: 1.035 G_ID: 0.107 G_Rec: 0.412 D_GP: 0.035 D_real: 0.649 D_fake: 0.665 (epoch: 498, iters: 3230, time: 0.063) G_GAN: 0.020 G_GAN_Feat: 0.748 G_ID: 0.097 G_Rec: 0.286 D_GP: 0.032 D_real: 0.796 D_fake: 0.980 (epoch: 498, iters: 3630, time: 0.063) G_GAN: 0.804 G_GAN_Feat: 0.951 G_ID: 0.134 G_Rec: 0.441 D_GP: 0.042 D_real: 1.472 D_fake: 0.289 (epoch: 498, iters: 4030, time: 0.063) G_GAN: 0.121 G_GAN_Feat: 0.777 G_ID: 0.090 G_Rec: 0.340 D_GP: 0.029 D_real: 1.153 D_fake: 0.880 (epoch: 498, iters: 4430, time: 0.064) G_GAN: 0.305 G_GAN_Feat: 0.821 G_ID: 0.112 G_Rec: 0.392 D_GP: 0.027 D_real: 1.129 D_fake: 0.701 (epoch: 498, iters: 4830, time: 0.063) G_GAN: 0.007 G_GAN_Feat: 0.619 G_ID: 0.085 G_Rec: 0.288 D_GP: 0.025 D_real: 0.934 D_fake: 0.994 (epoch: 498, iters: 5230, time: 0.063) G_GAN: 0.253 G_GAN_Feat: 0.852 G_ID: 0.106 G_Rec: 0.404 D_GP: 0.037 D_real: 0.918 D_fake: 0.752 (epoch: 498, iters: 5630, time: 0.063) G_GAN: -0.196 G_GAN_Feat: 0.791 G_ID: 0.096 G_Rec: 0.358 D_GP: 0.033 D_real: 0.628 D_fake: 1.196 (epoch: 498, iters: 6030, time: 0.064) G_GAN: 0.025 G_GAN_Feat: 0.829 G_ID: 0.127 G_Rec: 0.387 D_GP: 0.041 D_real: 0.575 D_fake: 0.976 (epoch: 498, iters: 6430, time: 0.063) G_GAN: -0.163 G_GAN_Feat: 0.611 G_ID: 0.090 G_Rec: 0.290 D_GP: 0.029 D_real: 0.699 D_fake: 1.163 (epoch: 498, iters: 6830, time: 0.063) G_GAN: 0.274 G_GAN_Feat: 0.871 G_ID: 0.113 G_Rec: 0.425 D_GP: 0.035 D_real: 0.926 D_fake: 0.748 (epoch: 498, iters: 7230, time: 0.063) G_GAN: -0.364 G_GAN_Feat: 0.713 G_ID: 0.109 G_Rec: 0.316 D_GP: 0.040 D_real: 0.488 D_fake: 1.364 (epoch: 498, iters: 7630, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.945 G_ID: 0.113 G_Rec: 0.440 D_GP: 0.039 D_real: 0.986 D_fake: 0.632 (epoch: 498, iters: 8030, time: 0.063) G_GAN: -0.089 G_GAN_Feat: 0.759 G_ID: 0.101 G_Rec: 0.311 D_GP: 0.097 D_real: 0.585 D_fake: 1.089 (epoch: 498, iters: 8430, time: 0.063) G_GAN: 0.519 G_GAN_Feat: 1.044 G_ID: 0.116 G_Rec: 0.465 D_GP: 0.040 D_real: 1.035 D_fake: 0.497 (epoch: 499, iters: 222, time: 0.063) G_GAN: 0.299 G_GAN_Feat: 0.680 G_ID: 0.090 G_Rec: 0.295 D_GP: 0.042 D_real: 1.174 D_fake: 0.701 (epoch: 499, iters: 622, time: 0.063) G_GAN: 0.548 G_GAN_Feat: 0.915 G_ID: 0.117 G_Rec: 0.393 D_GP: 0.032 D_real: 1.210 D_fake: 0.454 (epoch: 499, iters: 1022, time: 0.063) G_GAN: 0.248 G_GAN_Feat: 0.741 G_ID: 0.111 G_Rec: 0.291 D_GP: 0.030 D_real: 1.092 D_fake: 0.752 (epoch: 499, iters: 1422, time: 0.063) G_GAN: 0.504 G_GAN_Feat: 1.030 G_ID: 0.114 G_Rec: 0.441 D_GP: 0.036 D_real: 0.938 D_fake: 0.500 (epoch: 499, iters: 1822, time: 0.064) G_GAN: -0.153 G_GAN_Feat: 0.760 G_ID: 0.097 G_Rec: 0.311 D_GP: 0.033 D_real: 0.845 D_fake: 1.153 (epoch: 499, iters: 2222, time: 0.063) G_GAN: 0.336 G_GAN_Feat: 1.036 G_ID: 0.107 G_Rec: 0.467 D_GP: 0.057 D_real: 0.848 D_fake: 0.670 (epoch: 499, iters: 2622, time: 0.063) G_GAN: 0.070 G_GAN_Feat: 0.780 G_ID: 0.111 G_Rec: 0.341 D_GP: 0.047 D_real: 0.834 D_fake: 0.933 (epoch: 499, iters: 3022, time: 0.063) G_GAN: 0.282 G_GAN_Feat: 0.934 G_ID: 0.126 G_Rec: 0.427 D_GP: 0.037 D_real: 0.857 D_fake: 0.722 (epoch: 499, iters: 3422, time: 0.064) G_GAN: 0.117 G_GAN_Feat: 0.787 G_ID: 0.098 G_Rec: 0.313 D_GP: 0.067 D_real: 0.788 D_fake: 0.884 (epoch: 499, iters: 3822, time: 0.063) G_GAN: 0.532 G_GAN_Feat: 1.041 G_ID: 0.123 G_Rec: 0.456 D_GP: 0.060 D_real: 0.887 D_fake: 0.497 (epoch: 499, iters: 4222, time: 0.063) G_GAN: -0.197 G_GAN_Feat: 0.811 G_ID: 0.115 G_Rec: 0.306 D_GP: 0.077 D_real: 0.553 D_fake: 1.198 (epoch: 499, iters: 4622, time: 0.063) G_GAN: 0.461 G_GAN_Feat: 1.094 G_ID: 0.108 G_Rec: 0.457 D_GP: 0.063 D_real: 0.883 D_fake: 0.547 (epoch: 499, iters: 5022, time: 0.064) G_GAN: 0.297 G_GAN_Feat: 0.827 G_ID: 0.087 G_Rec: 0.304 D_GP: 0.060 D_real: 0.839 D_fake: 0.753 (epoch: 499, iters: 5422, time: 0.063) G_GAN: 0.360 G_GAN_Feat: 0.838 G_ID: 0.108 G_Rec: 0.385 D_GP: 0.033 D_real: 1.073 D_fake: 0.641 (epoch: 499, iters: 5822, time: 0.063) G_GAN: 0.037 G_GAN_Feat: 0.665 G_ID: 0.097 G_Rec: 0.294 D_GP: 0.032 D_real: 0.985 D_fake: 0.963 (epoch: 499, iters: 6222, time: 0.063) G_GAN: 0.364 G_GAN_Feat: 0.912 G_ID: 0.113 G_Rec: 0.421 D_GP: 0.049 D_real: 1.049 D_fake: 0.645 (epoch: 499, iters: 6622, time: 0.064) G_GAN: 0.208 G_GAN_Feat: 0.676 G_ID: 0.080 G_Rec: 0.297 D_GP: 0.032 D_real: 1.083 D_fake: 0.795 (epoch: 499, iters: 7022, time: 0.063) G_GAN: 0.386 G_GAN_Feat: 0.902 G_ID: 0.103 G_Rec: 0.435 D_GP: 0.029 D_real: 1.020 D_fake: 0.628 (epoch: 499, iters: 7422, time: 0.063) G_GAN: 0.111 G_GAN_Feat: 0.708 G_ID: 0.103 G_Rec: 0.309 D_GP: 0.033 D_real: 0.997 D_fake: 0.889 (epoch: 499, iters: 7822, time: 0.063) G_GAN: 0.301 G_GAN_Feat: 0.860 G_ID: 0.115 G_Rec: 0.415 D_GP: 0.031 D_real: 1.046 D_fake: 0.703 (epoch: 499, iters: 8222, time: 0.064) G_GAN: 0.222 G_GAN_Feat: 0.732 G_ID: 0.085 G_Rec: 0.313 D_GP: 0.035 D_real: 1.033 D_fake: 0.780 (epoch: 499, iters: 8622, time: 0.063) G_GAN: 0.985 G_GAN_Feat: 1.019 G_ID: 0.104 G_Rec: 0.466 D_GP: 0.045 D_real: 1.403 D_fake: 0.288 (epoch: 500, iters: 414, time: 0.063) G_GAN: 0.171 G_GAN_Feat: 0.739 G_ID: 0.095 G_Rec: 0.315 D_GP: 0.038 D_real: 1.006 D_fake: 0.829 (epoch: 500, iters: 814, time: 0.063) G_GAN: 0.383 G_GAN_Feat: 1.007 G_ID: 0.121 G_Rec: 0.411 D_GP: 0.043 D_real: 0.834 D_fake: 0.620 (epoch: 500, iters: 1214, time: 0.064) G_GAN: 0.332 G_GAN_Feat: 0.775 G_ID: 0.091 G_Rec: 0.286 D_GP: 0.039 D_real: 1.113 D_fake: 0.683 (epoch: 500, iters: 1614, time: 0.063) G_GAN: 0.360 G_GAN_Feat: 0.888 G_ID: 0.114 G_Rec: 0.383 D_GP: 0.031 D_real: 1.095 D_fake: 0.641 (epoch: 500, iters: 2014, time: 0.063) G_GAN: 0.261 G_GAN_Feat: 0.677 G_ID: 0.100 G_Rec: 0.289 D_GP: 0.030 D_real: 1.114 D_fake: 0.740 (epoch: 500, iters: 2414, time: 0.063) G_GAN: 0.539 G_GAN_Feat: 0.982 G_ID: 0.122 G_Rec: 0.390 D_GP: 0.039 D_real: 0.984 D_fake: 0.468 (epoch: 500, iters: 2814, time: 0.064) G_GAN: 0.168 G_GAN_Feat: 0.898 G_ID: 0.123 G_Rec: 0.306 D_GP: 0.064 D_real: 0.607 D_fake: 0.832 (epoch: 500, iters: 3214, time: 0.063) G_GAN: 0.628 G_GAN_Feat: 1.152 G_ID: 0.115 G_Rec: 0.439 D_GP: 1.355 D_real: 0.337 D_fake: 0.444 (epoch: 500, iters: 3614, time: 0.063) G_GAN: 0.118 G_GAN_Feat: 0.673 G_ID: 0.082 G_Rec: 0.286 D_GP: 0.026 D_real: 1.173 D_fake: 0.882 (epoch: 500, iters: 4014, time: 0.063) G_GAN: 0.391 G_GAN_Feat: 0.989 G_ID: 0.113 G_Rec: 0.427 D_GP: 0.035 D_real: 0.859 D_fake: 0.609 (epoch: 500, iters: 4414, time: 0.064) G_GAN: 0.345 G_GAN_Feat: 0.765 G_ID: 0.081 G_Rec: 0.291 D_GP: 0.038 D_real: 1.280 D_fake: 0.669 (epoch: 500, iters: 4814, time: 0.063) G_GAN: 0.602 G_GAN_Feat: 0.998 G_ID: 0.116 G_Rec: 0.490 D_GP: 0.039 D_real: 1.107 D_fake: 0.426 (epoch: 500, iters: 5214, time: 0.063) G_GAN: 0.256 G_GAN_Feat: 0.785 G_ID: 0.092 G_Rec: 0.288 D_GP: 0.032 D_real: 1.012 D_fake: 0.745 (epoch: 500, iters: 5614, time: 0.063) G_GAN: 0.795 G_GAN_Feat: 1.131 G_ID: 0.114 G_Rec: 0.525 D_GP: 0.038 D_real: 1.323 D_fake: 0.262 (epoch: 500, iters: 6014, time: 0.064) G_GAN: 0.114 G_GAN_Feat: 0.826 G_ID: 0.098 G_Rec: 0.294 D_GP: 0.045 D_real: 0.476 D_fake: 0.886 (epoch: 500, iters: 6414, time: 0.063) G_GAN: 0.318 G_GAN_Feat: 1.043 G_ID: 0.098 G_Rec: 0.414 D_GP: 0.044 D_real: 0.891 D_fake: 0.683 (epoch: 500, iters: 6814, time: 0.063) G_GAN: 0.361 G_GAN_Feat: 0.713 G_ID: 0.090 G_Rec: 0.266 D_GP: 0.029 D_real: 1.273 D_fake: 0.708 (epoch: 500, iters: 7214, time: 0.063) G_GAN: 0.339 G_GAN_Feat: 0.934 G_ID: 0.119 G_Rec: 0.413 D_GP: 0.033 D_real: 0.988 D_fake: 0.675 (epoch: 500, iters: 7614, time: 0.064) G_GAN: 0.074 G_GAN_Feat: 0.669 G_ID: 0.093 G_Rec: 0.281 D_GP: 0.029 D_real: 0.989 D_fake: 0.926 (epoch: 500, iters: 8014, time: 0.063) G_GAN: 0.255 G_GAN_Feat: 1.055 G_ID: 0.108 G_Rec: 0.509 D_GP: 0.033 D_real: 0.635 D_fake: 0.759 (epoch: 500, iters: 8414, time: 0.063) G_GAN: 0.030 G_GAN_Feat: 0.729 G_ID: 0.099 G_Rec: 0.300 D_GP: 0.045 D_real: 0.925 D_fake: 0.970 (epoch: 501, iters: 206, time: 0.063) G_GAN: 0.113 G_GAN_Feat: 0.980 G_ID: 0.114 G_Rec: 0.404 D_GP: 0.092 D_real: 0.449 D_fake: 0.888 (epoch: 501, iters: 606, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.883 G_ID: 0.097 G_Rec: 0.323 D_GP: 0.220 D_real: 0.596 D_fake: 0.634 (epoch: 501, iters: 1006, time: 0.063) G_GAN: 0.712 G_GAN_Feat: 1.246 G_ID: 0.111 G_Rec: 0.519 D_GP: 0.156 D_real: 0.793 D_fake: 0.348 (epoch: 501, iters: 1406, time: 0.063) G_GAN: 0.450 G_GAN_Feat: 0.717 G_ID: 0.092 G_Rec: 0.317 D_GP: 0.033 D_real: 1.344 D_fake: 0.553 (epoch: 501, iters: 1806, time: 0.063) G_GAN: 0.337 G_GAN_Feat: 1.019 G_ID: 0.126 G_Rec: 0.448 D_GP: 0.090 D_real: 0.788 D_fake: 0.664 (epoch: 501, iters: 2206, time: 0.064) G_GAN: 0.432 G_GAN_Feat: 0.708 G_ID: 0.109 G_Rec: 0.281 D_GP: 0.028 D_real: 1.368 D_fake: 0.568 (epoch: 501, iters: 2606, time: 0.063) G_GAN: 0.466 G_GAN_Feat: 0.974 G_ID: 0.101 G_Rec: 0.430 D_GP: 0.032 D_real: 1.161 D_fake: 0.545 (epoch: 501, iters: 3006, time: 0.063) G_GAN: 0.157 G_GAN_Feat: 0.870 G_ID: 0.092 G_Rec: 0.286 D_GP: 0.384 D_real: 0.369 D_fake: 0.844 (epoch: 501, iters: 3406, time: 0.063) G_GAN: 0.775 G_GAN_Feat: 1.242 G_ID: 0.117 G_Rec: 0.517 D_GP: 0.137 D_real: 0.297 D_fake: 0.293 (epoch: 501, iters: 3806, time: 0.064) G_GAN: 0.541 G_GAN_Feat: 0.984 G_ID: 0.096 G_Rec: 0.355 D_GP: 0.417 D_real: 0.294 D_fake: 0.619 (epoch: 501, iters: 4206, time: 0.063) G_GAN: 0.789 G_GAN_Feat: 1.115 G_ID: 0.106 G_Rec: 0.471 D_GP: 0.054 D_real: 0.917 D_fake: 0.291 (epoch: 501, iters: 4606, time: 0.063) G_GAN: 0.022 G_GAN_Feat: 0.695 G_ID: 0.085 G_Rec: 0.306 D_GP: 0.028 D_real: 1.006 D_fake: 0.978 (epoch: 501, iters: 5006, time: 0.063) G_GAN: 0.368 G_GAN_Feat: 0.945 G_ID: 0.118 G_Rec: 0.431 D_GP: 0.029 D_real: 1.019 D_fake: 0.643 (epoch: 501, iters: 5406, time: 0.064) G_GAN: 0.087 G_GAN_Feat: 0.666 G_ID: 0.086 G_Rec: 0.283 D_GP: 0.029 D_real: 0.998 D_fake: 0.913 (epoch: 501, iters: 5806, time: 0.063) G_GAN: 0.217 G_GAN_Feat: 0.904 G_ID: 0.114 G_Rec: 0.410 D_GP: 0.035 D_real: 0.974 D_fake: 0.787 (epoch: 501, iters: 6206, time: 0.063) G_GAN: -0.161 G_GAN_Feat: 0.765 G_ID: 0.095 G_Rec: 0.301 D_GP: 0.054 D_real: 0.613 D_fake: 1.161 (epoch: 501, iters: 6606, time: 0.063) G_GAN: 0.103 G_GAN_Feat: 0.941 G_ID: 0.116 G_Rec: 0.459 D_GP: 0.049 D_real: 0.656 D_fake: 0.897 (epoch: 501, iters: 7006, time: 0.064) G_GAN: 0.080 G_GAN_Feat: 0.715 G_ID: 0.087 G_Rec: 0.298 D_GP: 0.037 D_real: 0.919 D_fake: 0.920 (epoch: 501, iters: 7406, time: 0.063) G_GAN: 0.542 G_GAN_Feat: 1.144 G_ID: 0.112 G_Rec: 0.481 D_GP: 0.170 D_real: 0.589 D_fake: 0.483 (epoch: 501, iters: 7806, time: 0.063) G_GAN: 0.464 G_GAN_Feat: 0.791 G_ID: 0.091 G_Rec: 0.350 D_GP: 0.041 D_real: 1.248 D_fake: 0.537 (epoch: 501, iters: 8206, time: 0.063) G_GAN: 0.478 G_GAN_Feat: 1.042 G_ID: 0.123 G_Rec: 0.441 D_GP: 0.158 D_real: 0.644 D_fake: 0.529 (epoch: 501, iters: 8606, time: 0.064) G_GAN: 0.304 G_GAN_Feat: 0.824 G_ID: 0.094 G_Rec: 0.305 D_GP: 0.132 D_real: 0.726 D_fake: 0.701 (epoch: 502, iters: 398, time: 0.063) G_GAN: 0.542 G_GAN_Feat: 0.906 G_ID: 0.110 G_Rec: 0.379 D_GP: 0.036 D_real: 1.171 D_fake: 0.468 (epoch: 502, iters: 798, time: 0.063) G_GAN: 0.527 G_GAN_Feat: 0.782 G_ID: 0.084 G_Rec: 0.312 D_GP: 0.046 D_real: 1.259 D_fake: 0.480 (epoch: 502, iters: 1198, time: 0.063) G_GAN: 0.584 G_GAN_Feat: 1.168 G_ID: 0.130 G_Rec: 0.484 D_GP: 0.095 D_real: 0.449 D_fake: 0.440 (epoch: 502, iters: 1598, time: 0.064) G_GAN: 0.266 G_GAN_Feat: 0.828 G_ID: 0.095 G_Rec: 0.302 D_GP: 0.136 D_real: 0.642 D_fake: 0.737 (epoch: 502, iters: 1998, time: 0.063) G_GAN: 0.749 G_GAN_Feat: 1.213 G_ID: 0.103 G_Rec: 0.490 D_GP: 0.068 D_real: 0.525 D_fake: 0.380 (epoch: 502, iters: 2398, time: 0.063) G_GAN: 0.004 G_GAN_Feat: 1.121 G_ID: 0.113 G_Rec: 0.406 D_GP: 2.753 D_real: 0.450 D_fake: 0.999 (epoch: 502, iters: 2798, time: 0.063) G_GAN: 0.236 G_GAN_Feat: 0.953 G_ID: 0.105 G_Rec: 0.497 D_GP: 0.030 D_real: 1.049 D_fake: 0.765 (epoch: 502, iters: 3198, time: 0.064) G_GAN: 0.231 G_GAN_Feat: 0.668 G_ID: 0.086 G_Rec: 0.307 D_GP: 0.027 D_real: 1.150 D_fake: 0.769 (epoch: 502, iters: 3598, time: 0.063) G_GAN: 0.209 G_GAN_Feat: 0.731 G_ID: 0.110 G_Rec: 0.349 D_GP: 0.028 D_real: 1.011 D_fake: 0.792 (epoch: 502, iters: 3998, time: 0.063) G_GAN: 0.236 G_GAN_Feat: 0.677 G_ID: 0.096 G_Rec: 0.302 D_GP: 0.053 D_real: 1.105 D_fake: 0.765 (epoch: 502, iters: 4398, time: 0.063) G_GAN: 0.370 G_GAN_Feat: 0.890 G_ID: 0.115 G_Rec: 0.420 D_GP: 0.035 D_real: 1.054 D_fake: 0.631 (epoch: 502, iters: 4798, time: 0.064) G_GAN: 0.256 G_GAN_Feat: 0.724 G_ID: 0.093 G_Rec: 0.331 D_GP: 0.040 D_real: 1.130 D_fake: 0.745 (epoch: 502, iters: 5198, time: 0.063) G_GAN: 0.225 G_GAN_Feat: 0.963 G_ID: 0.120 G_Rec: 0.461 D_GP: 0.045 D_real: 0.759 D_fake: 0.776 (epoch: 502, iters: 5598, time: 0.063) G_GAN: 0.055 G_GAN_Feat: 0.794 G_ID: 0.094 G_Rec: 0.391 D_GP: 0.122 D_real: 0.620 D_fake: 0.946 (epoch: 502, iters: 5998, time: 0.063) G_GAN: 0.283 G_GAN_Feat: 0.928 G_ID: 0.128 G_Rec: 0.422 D_GP: 0.044 D_real: 0.833 D_fake: 0.717 (epoch: 502, iters: 6398, time: 0.064) G_GAN: 0.674 G_GAN_Feat: 0.693 G_ID: 0.097 G_Rec: 0.404 D_GP: 0.027 D_real: 1.561 D_fake: 0.359 (epoch: 502, iters: 6798, time: 0.063) G_GAN: 0.447 G_GAN_Feat: 0.836 G_ID: 0.113 G_Rec: 0.393 D_GP: 0.030 D_real: 1.152 D_fake: 0.556 (epoch: 502, iters: 7198, time: 0.063) G_GAN: 0.124 G_GAN_Feat: 0.747 G_ID: 0.089 G_Rec: 0.330 D_GP: 0.039 D_real: 0.922 D_fake: 0.876 (epoch: 502, iters: 7598, time: 0.063) G_GAN: 0.384 G_GAN_Feat: 0.932 G_ID: 0.115 G_Rec: 0.459 D_GP: 0.037 D_real: 1.066 D_fake: 0.638 (epoch: 502, iters: 7998, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.738 G_ID: 0.084 G_Rec: 0.314 D_GP: 0.062 D_real: 0.871 D_fake: 0.989 (epoch: 502, iters: 8398, time: 0.063) G_GAN: 0.293 G_GAN_Feat: 0.989 G_ID: 0.114 G_Rec: 0.441 D_GP: 0.041 D_real: 0.886 D_fake: 0.707 (epoch: 503, iters: 190, time: 0.063) G_GAN: 0.209 G_GAN_Feat: 0.743 G_ID: 0.102 G_Rec: 0.309 D_GP: 0.078 D_real: 0.910 D_fake: 0.792 (epoch: 503, iters: 590, time: 0.063) G_GAN: 0.504 G_GAN_Feat: 0.956 G_ID: 0.115 G_Rec: 0.394 D_GP: 0.069 D_real: 0.995 D_fake: 0.516 (epoch: 503, iters: 990, time: 0.064) G_GAN: 0.121 G_GAN_Feat: 0.865 G_ID: 0.109 G_Rec: 0.341 D_GP: 0.043 D_real: 0.775 D_fake: 0.880 (epoch: 503, iters: 1390, time: 0.063) G_GAN: 0.396 G_GAN_Feat: 0.929 G_ID: 0.102 G_Rec: 0.459 D_GP: 0.028 D_real: 1.196 D_fake: 0.605 (epoch: 503, iters: 1790, time: 0.063) G_GAN: 0.161 G_GAN_Feat: 0.796 G_ID: 0.100 G_Rec: 0.321 D_GP: 0.043 D_real: 0.967 D_fake: 0.839 (epoch: 503, iters: 2190, time: 0.063) G_GAN: 0.511 G_GAN_Feat: 0.980 G_ID: 0.111 G_Rec: 0.457 D_GP: 0.041 D_real: 1.062 D_fake: 0.510 (epoch: 503, iters: 2590, time: 0.064) G_GAN: 0.191 G_GAN_Feat: 0.726 G_ID: 0.095 G_Rec: 0.306 D_GP: 0.035 D_real: 0.982 D_fake: 0.809 (epoch: 503, iters: 2990, time: 0.063) G_GAN: 0.081 G_GAN_Feat: 0.936 G_ID: 0.114 G_Rec: 0.428 D_GP: 0.047 D_real: 0.648 D_fake: 0.919 (epoch: 503, iters: 3390, time: 0.063) G_GAN: 0.044 G_GAN_Feat: 0.737 G_ID: 0.100 G_Rec: 0.290 D_GP: 0.046 D_real: 0.909 D_fake: 0.956 (epoch: 503, iters: 3790, time: 0.063) G_GAN: 0.628 G_GAN_Feat: 0.912 G_ID: 0.106 G_Rec: 0.376 D_GP: 0.034 D_real: 1.443 D_fake: 0.382 (epoch: 503, iters: 4190, time: 0.064) G_GAN: 0.077 G_GAN_Feat: 0.830 G_ID: 0.125 G_Rec: 0.399 D_GP: 0.042 D_real: 1.127 D_fake: 0.936 (epoch: 503, iters: 4590, time: 0.063) G_GAN: 0.337 G_GAN_Feat: 0.909 G_ID: 0.118 G_Rec: 0.466 D_GP: 0.024 D_real: 1.117 D_fake: 0.667 (epoch: 503, iters: 4990, time: 0.063) G_GAN: -0.047 G_GAN_Feat: 0.708 G_ID: 0.105 G_Rec: 0.345 D_GP: 0.027 D_real: 0.900 D_fake: 1.047 (epoch: 503, iters: 5390, time: 0.063) G_GAN: 0.444 G_GAN_Feat: 0.813 G_ID: 0.111 G_Rec: 0.393 D_GP: 0.030 D_real: 1.195 D_fake: 0.560 (epoch: 503, iters: 5790, time: 0.063) G_GAN: 0.141 G_GAN_Feat: 0.662 G_ID: 0.090 G_Rec: 0.353 D_GP: 0.028 D_real: 1.028 D_fake: 0.860 (epoch: 503, iters: 6190, time: 0.063) G_GAN: 0.284 G_GAN_Feat: 0.890 G_ID: 0.127 G_Rec: 0.458 D_GP: 0.040 D_real: 0.920 D_fake: 0.718 (epoch: 503, iters: 6590, time: 0.063) G_GAN: 0.055 G_GAN_Feat: 0.642 G_ID: 0.094 G_Rec: 0.310 D_GP: 0.045 D_real: 0.896 D_fake: 0.945 (epoch: 503, iters: 6990, time: 0.064) G_GAN: 0.177 G_GAN_Feat: 0.914 G_ID: 0.131 G_Rec: 0.441 D_GP: 0.054 D_real: 0.769 D_fake: 0.829 (epoch: 503, iters: 7390, time: 0.063) G_GAN: 0.215 G_GAN_Feat: 0.658 G_ID: 0.096 G_Rec: 0.312 D_GP: 0.039 D_real: 1.161 D_fake: 0.786 (epoch: 503, iters: 7790, time: 0.063) G_GAN: 0.304 G_GAN_Feat: 0.885 G_ID: 0.124 G_Rec: 0.424 D_GP: 0.044 D_real: 1.026 D_fake: 0.698 (epoch: 503, iters: 8190, time: 0.063) G_GAN: 0.052 G_GAN_Feat: 0.668 G_ID: 0.094 G_Rec: 0.300 D_GP: 0.040 D_real: 0.933 D_fake: 0.948 (epoch: 503, iters: 8590, time: 0.064) G_GAN: 0.351 G_GAN_Feat: 0.867 G_ID: 0.100 G_Rec: 0.416 D_GP: 0.037 D_real: 1.056 D_fake: 0.656 (epoch: 504, iters: 382, time: 0.063) G_GAN: 0.186 G_GAN_Feat: 0.670 G_ID: 0.082 G_Rec: 0.302 D_GP: 0.064 D_real: 1.061 D_fake: 0.815 (epoch: 504, iters: 782, time: 0.063) G_GAN: 0.170 G_GAN_Feat: 0.904 G_ID: 0.113 G_Rec: 0.443 D_GP: 0.040 D_real: 0.699 D_fake: 0.830 (epoch: 504, iters: 1182, time: 0.063) G_GAN: 0.007 G_GAN_Feat: 0.719 G_ID: 0.094 G_Rec: 0.310 D_GP: 0.046 D_real: 0.737 D_fake: 0.993 (epoch: 504, iters: 1582, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.888 G_ID: 0.128 G_Rec: 0.417 D_GP: 0.047 D_real: 0.774 D_fake: 0.688 (epoch: 504, iters: 1982, time: 0.063) G_GAN: 0.040 G_GAN_Feat: 0.696 G_ID: 0.083 G_Rec: 0.296 D_GP: 0.042 D_real: 0.817 D_fake: 0.960 (epoch: 504, iters: 2382, time: 0.063) G_GAN: 0.320 G_GAN_Feat: 0.961 G_ID: 0.101 G_Rec: 0.462 D_GP: 0.046 D_real: 0.896 D_fake: 0.684 (epoch: 504, iters: 2782, time: 0.063) G_GAN: 0.155 G_GAN_Feat: 0.760 G_ID: 0.095 G_Rec: 0.339 D_GP: 0.069 D_real: 0.873 D_fake: 0.846 (epoch: 504, iters: 3182, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.819 G_ID: 0.113 G_Rec: 0.367 D_GP: 0.035 D_real: 1.043 D_fake: 0.661 (epoch: 504, iters: 3582, time: 0.063) G_GAN: 0.255 G_GAN_Feat: 0.715 G_ID: 0.106 G_Rec: 0.309 D_GP: 0.045 D_real: 1.079 D_fake: 0.747 (epoch: 504, iters: 3982, time: 0.063) G_GAN: 0.646 G_GAN_Feat: 1.013 G_ID: 0.102 G_Rec: 0.434 D_GP: 0.059 D_real: 1.049 D_fake: 0.418 (epoch: 504, iters: 4382, time: 0.063) G_GAN: 0.145 G_GAN_Feat: 0.818 G_ID: 0.104 G_Rec: 0.366 D_GP: 0.092 D_real: 0.712 D_fake: 0.855 (epoch: 504, iters: 4782, time: 0.064) G_GAN: 0.368 G_GAN_Feat: 0.986 G_ID: 0.131 G_Rec: 0.465 D_GP: 0.042 D_real: 0.797 D_fake: 0.636 (epoch: 504, iters: 5182, time: 0.063) G_GAN: 0.072 G_GAN_Feat: 0.792 G_ID: 0.119 G_Rec: 0.318 D_GP: 0.211 D_real: 0.656 D_fake: 0.930 (epoch: 504, iters: 5582, time: 0.063) G_GAN: 0.442 G_GAN_Feat: 1.085 G_ID: 0.116 G_Rec: 0.502 D_GP: 0.375 D_real: 0.667 D_fake: 0.583 (epoch: 504, iters: 5982, time: 0.063) G_GAN: -0.199 G_GAN_Feat: 0.921 G_ID: 0.118 G_Rec: 0.393 D_GP: 0.352 D_real: 0.425 D_fake: 1.200 (epoch: 504, iters: 6382, time: 0.064) G_GAN: 0.500 G_GAN_Feat: 0.966 G_ID: 0.115 G_Rec: 0.422 D_GP: 0.041 D_real: 1.195 D_fake: 0.513 (epoch: 504, iters: 6782, time: 0.063) G_GAN: -0.129 G_GAN_Feat: 0.770 G_ID: 0.095 G_Rec: 0.314 D_GP: 0.044 D_real: 0.610 D_fake: 1.129 (epoch: 504, iters: 7182, time: 0.063) G_GAN: 0.541 G_GAN_Feat: 0.944 G_ID: 0.105 G_Rec: 0.392 D_GP: 0.038 D_real: 1.195 D_fake: 0.464 (epoch: 504, iters: 7582, time: 0.063) G_GAN: 0.340 G_GAN_Feat: 0.798 G_ID: 0.088 G_Rec: 0.287 D_GP: 0.055 D_real: 0.928 D_fake: 0.661 (epoch: 504, iters: 7982, time: 0.064) G_GAN: 0.295 G_GAN_Feat: 0.977 G_ID: 0.121 G_Rec: 0.445 D_GP: 0.032 D_real: 0.904 D_fake: 0.711 (epoch: 504, iters: 8382, time: 0.063) G_GAN: 0.167 G_GAN_Feat: 0.743 G_ID: 0.092 G_Rec: 0.301 D_GP: 0.032 D_real: 0.951 D_fake: 0.834 (epoch: 505, iters: 174, time: 0.063) G_GAN: 1.143 G_GAN_Feat: 1.145 G_ID: 0.114 G_Rec: 0.448 D_GP: 0.061 D_real: 1.485 D_fake: 0.122 (epoch: 505, iters: 574, time: 0.063) G_GAN: 0.635 G_GAN_Feat: 0.892 G_ID: 0.086 G_Rec: 0.324 D_GP: 0.054 D_real: 0.752 D_fake: 0.416 (epoch: 505, iters: 974, time: 0.064) G_GAN: 0.343 G_GAN_Feat: 0.953 G_ID: 0.118 G_Rec: 0.447 D_GP: 0.033 D_real: 0.986 D_fake: 0.663 (epoch: 505, iters: 1374, time: 0.063) G_GAN: 0.195 G_GAN_Feat: 0.657 G_ID: 0.099 G_Rec: 0.288 D_GP: 0.030 D_real: 1.102 D_fake: 0.807 (epoch: 505, iters: 1774, time: 0.063) G_GAN: 0.148 G_GAN_Feat: 0.861 G_ID: 0.115 G_Rec: 0.425 D_GP: 0.031 D_real: 0.859 D_fake: 0.854 (epoch: 505, iters: 2174, time: 0.063) G_GAN: 0.073 G_GAN_Feat: 0.665 G_ID: 0.079 G_Rec: 0.304 D_GP: 0.030 D_real: 0.933 D_fake: 0.927 (epoch: 505, iters: 2574, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.879 G_ID: 0.119 G_Rec: 0.423 D_GP: 0.044 D_real: 0.950 D_fake: 0.692 (epoch: 505, iters: 2974, time: 0.063) G_GAN: -0.209 G_GAN_Feat: 0.681 G_ID: 0.113 G_Rec: 0.296 D_GP: 0.036 D_real: 0.665 D_fake: 1.209 (epoch: 505, iters: 3374, time: 0.063) G_GAN: 0.400 G_GAN_Feat: 0.934 G_ID: 0.109 G_Rec: 0.510 D_GP: 0.050 D_real: 0.884 D_fake: 0.614 (epoch: 505, iters: 3774, time: 0.063) G_GAN: 0.057 G_GAN_Feat: 0.751 G_ID: 0.101 G_Rec: 0.314 D_GP: 0.070 D_real: 0.801 D_fake: 0.943 (epoch: 505, iters: 4174, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.994 G_ID: 0.117 G_Rec: 0.450 D_GP: 0.092 D_real: 0.639 D_fake: 0.783 (epoch: 505, iters: 4574, time: 0.063) G_GAN: 0.064 G_GAN_Feat: 0.789 G_ID: 0.095 G_Rec: 0.338 D_GP: 0.048 D_real: 0.967 D_fake: 0.937 (epoch: 505, iters: 4974, time: 0.063) G_GAN: 0.454 G_GAN_Feat: 1.077 G_ID: 0.142 G_Rec: 0.472 D_GP: 0.301 D_real: 0.618 D_fake: 0.560 (epoch: 505, iters: 5374, time: 0.063) G_GAN: 0.252 G_GAN_Feat: 0.741 G_ID: 0.129 G_Rec: 0.297 D_GP: 0.093 D_real: 0.849 D_fake: 0.748 (epoch: 505, iters: 5774, time: 0.064) G_GAN: 0.378 G_GAN_Feat: 1.036 G_ID: 0.102 G_Rec: 0.470 D_GP: 0.045 D_real: 0.780 D_fake: 0.623 (epoch: 505, iters: 6174, time: 0.063) G_GAN: 0.615 G_GAN_Feat: 0.721 G_ID: 0.104 G_Rec: 0.295 D_GP: 0.039 D_real: 1.398 D_fake: 0.402 (epoch: 505, iters: 6574, time: 0.063) G_GAN: 0.728 G_GAN_Feat: 1.079 G_ID: 0.122 G_Rec: 0.526 D_GP: 0.059 D_real: 0.996 D_fake: 0.300 (epoch: 505, iters: 6974, time: 0.063) G_GAN: 0.244 G_GAN_Feat: 0.881 G_ID: 0.112 G_Rec: 0.342 D_GP: 0.032 D_real: 0.967 D_fake: 0.757 (epoch: 505, iters: 7374, time: 0.064) G_GAN: 0.163 G_GAN_Feat: 1.016 G_ID: 0.125 G_Rec: 0.465 D_GP: 0.038 D_real: 0.864 D_fake: 0.837 (epoch: 505, iters: 7774, time: 0.063) G_GAN: 0.051 G_GAN_Feat: 0.673 G_ID: 0.088 G_Rec: 0.307 D_GP: 0.028 D_real: 0.976 D_fake: 0.949 (epoch: 505, iters: 8174, time: 0.063) G_GAN: 0.155 G_GAN_Feat: 0.972 G_ID: 0.120 G_Rec: 0.447 D_GP: 0.042 D_real: 0.808 D_fake: 0.847 (epoch: 505, iters: 8574, time: 0.063) G_GAN: 0.005 G_GAN_Feat: 0.781 G_ID: 0.115 G_Rec: 0.313 D_GP: 0.050 D_real: 0.696 D_fake: 0.996 (epoch: 506, iters: 366, time: 0.064) G_GAN: 0.391 G_GAN_Feat: 0.960 G_ID: 0.132 G_Rec: 0.413 D_GP: 0.045 D_real: 0.940 D_fake: 0.613 (epoch: 506, iters: 766, time: 0.063) G_GAN: 0.102 G_GAN_Feat: 0.786 G_ID: 0.125 G_Rec: 0.326 D_GP: 0.042 D_real: 0.806 D_fake: 0.898 (epoch: 506, iters: 1166, time: 0.063) G_GAN: 0.674 G_GAN_Feat: 1.018 G_ID: 0.110 G_Rec: 0.461 D_GP: 0.062 D_real: 1.021 D_fake: 0.344 (epoch: 506, iters: 1566, time: 0.063) G_GAN: 0.207 G_GAN_Feat: 0.811 G_ID: 0.103 G_Rec: 0.298 D_GP: 0.038 D_real: 0.811 D_fake: 0.794 (epoch: 506, iters: 1966, time: 0.064) G_GAN: 0.805 G_GAN_Feat: 1.186 G_ID: 0.106 G_Rec: 0.465 D_GP: 0.052 D_real: 0.656 D_fake: 0.268 (epoch: 506, iters: 2366, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 0.927 G_ID: 0.109 G_Rec: 0.315 D_GP: 0.048 D_real: 0.563 D_fake: 0.602 (epoch: 506, iters: 2766, time: 0.063) G_GAN: 0.317 G_GAN_Feat: 0.904 G_ID: 0.110 G_Rec: 0.464 D_GP: 0.031 D_real: 1.081 D_fake: 0.688 (epoch: 506, iters: 3166, time: 0.063) G_GAN: 0.145 G_GAN_Feat: 0.663 G_ID: 0.098 G_Rec: 0.310 D_GP: 0.028 D_real: 1.092 D_fake: 0.855 (epoch: 506, iters: 3566, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.802 G_ID: 0.117 G_Rec: 0.384 D_GP: 0.028 D_real: 0.946 D_fake: 0.781 (epoch: 506, iters: 3966, time: 0.063) G_GAN: 0.183 G_GAN_Feat: 0.682 G_ID: 0.092 G_Rec: 0.313 D_GP: 0.039 D_real: 1.059 D_fake: 0.818 (epoch: 506, iters: 4366, time: 0.063) G_GAN: 0.153 G_GAN_Feat: 0.863 G_ID: 0.118 G_Rec: 0.405 D_GP: 0.043 D_real: 0.887 D_fake: 0.847 (epoch: 506, iters: 4766, time: 0.063) G_GAN: -0.088 G_GAN_Feat: 0.762 G_ID: 0.125 G_Rec: 0.361 D_GP: 0.040 D_real: 0.755 D_fake: 1.088 (epoch: 506, iters: 5166, time: 0.064) G_GAN: 0.347 G_GAN_Feat: 0.874 G_ID: 0.112 G_Rec: 0.425 D_GP: 0.036 D_real: 1.007 D_fake: 0.662 (epoch: 506, iters: 5566, time: 0.063) G_GAN: -0.049 G_GAN_Feat: 0.676 G_ID: 0.100 G_Rec: 0.336 D_GP: 0.030 D_real: 0.821 D_fake: 1.049 (epoch: 506, iters: 5966, time: 0.063) G_GAN: 0.121 G_GAN_Feat: 0.856 G_ID: 0.122 G_Rec: 0.400 D_GP: 0.034 D_real: 0.761 D_fake: 0.880 (epoch: 506, iters: 6366, time: 0.063) G_GAN: 0.063 G_GAN_Feat: 0.645 G_ID: 0.087 G_Rec: 0.302 D_GP: 0.042 D_real: 0.925 D_fake: 0.937 (epoch: 506, iters: 6766, time: 0.064) G_GAN: -0.033 G_GAN_Feat: 0.941 G_ID: 0.133 G_Rec: 0.445 D_GP: 0.042 D_real: 0.580 D_fake: 1.033 (epoch: 506, iters: 7166, time: 0.063) G_GAN: -0.125 G_GAN_Feat: 0.662 G_ID: 0.117 G_Rec: 0.287 D_GP: 0.037 D_real: 0.767 D_fake: 1.125 (epoch: 506, iters: 7566, time: 0.063) G_GAN: 0.372 G_GAN_Feat: 0.875 G_ID: 0.113 G_Rec: 0.422 D_GP: 0.036 D_real: 1.148 D_fake: 0.636 (epoch: 506, iters: 7966, time: 0.063) G_GAN: -0.113 G_GAN_Feat: 0.703 G_ID: 0.103 G_Rec: 0.302 D_GP: 0.040 D_real: 0.720 D_fake: 1.113 (epoch: 506, iters: 8366, time: 0.064) G_GAN: 0.374 G_GAN_Feat: 0.877 G_ID: 0.101 G_Rec: 0.393 D_GP: 0.034 D_real: 1.064 D_fake: 0.633 (epoch: 507, iters: 158, time: 0.063) G_GAN: 0.378 G_GAN_Feat: 0.712 G_ID: 0.111 G_Rec: 0.323 D_GP: 0.046 D_real: 1.184 D_fake: 0.636 (epoch: 507, iters: 558, time: 0.063) G_GAN: 0.140 G_GAN_Feat: 0.935 G_ID: 0.123 G_Rec: 0.453 D_GP: 0.070 D_real: 0.605 D_fake: 0.862 (epoch: 507, iters: 958, time: 0.063) G_GAN: -0.099 G_GAN_Feat: 0.710 G_ID: 0.082 G_Rec: 0.298 D_GP: 0.050 D_real: 0.710 D_fake: 1.099 (epoch: 507, iters: 1358, time: 0.064) G_GAN: 0.376 G_GAN_Feat: 0.929 G_ID: 0.113 G_Rec: 0.452 D_GP: 0.040 D_real: 1.001 D_fake: 0.639 (epoch: 507, iters: 1758, time: 0.063) G_GAN: 0.137 G_GAN_Feat: 0.771 G_ID: 0.100 G_Rec: 0.344 D_GP: 0.057 D_real: 0.822 D_fake: 0.864 (epoch: 507, iters: 2158, time: 0.063) G_GAN: 0.268 G_GAN_Feat: 0.876 G_ID: 0.094 G_Rec: 0.394 D_GP: 0.056 D_real: 0.984 D_fake: 0.735 (epoch: 507, iters: 2558, time: 0.063) G_GAN: 0.082 G_GAN_Feat: 0.672 G_ID: 0.088 G_Rec: 0.287 D_GP: 0.039 D_real: 1.087 D_fake: 0.919 (epoch: 507, iters: 2958, time: 0.064) G_GAN: 0.461 G_GAN_Feat: 0.905 G_ID: 0.106 G_Rec: 0.442 D_GP: 0.032 D_real: 1.172 D_fake: 0.545 (epoch: 507, iters: 3358, time: 0.063) G_GAN: 0.315 G_GAN_Feat: 0.673 G_ID: 0.092 G_Rec: 0.294 D_GP: 0.031 D_real: 1.172 D_fake: 0.687 (epoch: 507, iters: 3758, time: 0.063) G_GAN: 0.255 G_GAN_Feat: 1.055 G_ID: 0.108 G_Rec: 0.476 D_GP: 0.108 D_real: 0.580 D_fake: 0.747 (epoch: 507, iters: 4158, time: 0.063) G_GAN: 0.087 G_GAN_Feat: 0.690 G_ID: 0.098 G_Rec: 0.320 D_GP: 0.044 D_real: 0.865 D_fake: 0.913 (epoch: 507, iters: 4558, time: 0.064) G_GAN: 0.770 G_GAN_Feat: 0.973 G_ID: 0.112 G_Rec: 0.478 D_GP: 0.049 D_real: 1.291 D_fake: 0.313 (epoch: 507, iters: 4958, time: 0.063) G_GAN: 0.078 G_GAN_Feat: 0.727 G_ID: 0.104 G_Rec: 0.328 D_GP: 0.050 D_real: 0.848 D_fake: 0.922 (epoch: 507, iters: 5358, time: 0.063) G_GAN: 0.333 G_GAN_Feat: 0.970 G_ID: 0.114 G_Rec: 0.482 D_GP: 0.105 D_real: 0.653 D_fake: 0.672 (epoch: 507, iters: 5758, time: 0.063) G_GAN: 0.196 G_GAN_Feat: 0.864 G_ID: 0.106 G_Rec: 0.360 D_GP: 0.070 D_real: 0.605 D_fake: 0.806 (epoch: 507, iters: 6158, time: 0.064) G_GAN: 0.414 G_GAN_Feat: 1.021 G_ID: 0.118 G_Rec: 0.464 D_GP: 0.114 D_real: 0.697 D_fake: 0.594 (epoch: 507, iters: 6558, time: 0.063) G_GAN: 0.234 G_GAN_Feat: 0.842 G_ID: 0.109 G_Rec: 0.344 D_GP: 0.119 D_real: 0.647 D_fake: 0.776 (epoch: 507, iters: 6958, time: 0.063) G_GAN: 0.025 G_GAN_Feat: 1.013 G_ID: 0.106 G_Rec: 0.484 D_GP: 0.069 D_real: 0.541 D_fake: 0.976 (epoch: 507, iters: 7358, time: 0.063) G_GAN: 0.103 G_GAN_Feat: 0.677 G_ID: 0.089 G_Rec: 0.315 D_GP: 0.031 D_real: 1.017 D_fake: 0.897 (epoch: 507, iters: 7758, time: 0.064) G_GAN: 0.428 G_GAN_Feat: 0.946 G_ID: 0.111 G_Rec: 0.462 D_GP: 0.038 D_real: 1.011 D_fake: 0.584 (epoch: 507, iters: 8158, time: 0.063) G_GAN: 0.013 G_GAN_Feat: 0.815 G_ID: 0.093 G_Rec: 0.348 D_GP: 0.129 D_real: 0.421 D_fake: 0.989 (epoch: 507, iters: 8558, time: 0.063) G_GAN: 0.356 G_GAN_Feat: 1.043 G_ID: 0.120 G_Rec: 0.456 D_GP: 0.211 D_real: 0.767 D_fake: 0.656 (epoch: 508, iters: 350, time: 0.063) G_GAN: 0.061 G_GAN_Feat: 0.674 G_ID: 0.088 G_Rec: 0.275 D_GP: 0.036 D_real: 0.906 D_fake: 0.939 (epoch: 508, iters: 750, time: 0.064) G_GAN: 0.408 G_GAN_Feat: 1.028 G_ID: 0.122 G_Rec: 0.464 D_GP: 0.046 D_real: 0.826 D_fake: 0.596 (epoch: 508, iters: 1150, time: 0.063) G_GAN: -0.104 G_GAN_Feat: 0.895 G_ID: 0.105 G_Rec: 0.354 D_GP: 0.749 D_real: 0.223 D_fake: 1.105 (epoch: 508, iters: 1550, time: 0.063) G_GAN: 0.324 G_GAN_Feat: 0.918 G_ID: 0.117 G_Rec: 0.421 D_GP: 0.043 D_real: 0.893 D_fake: 0.680 (epoch: 508, iters: 1950, time: 0.063) G_GAN: 0.297 G_GAN_Feat: 0.770 G_ID: 0.088 G_Rec: 0.313 D_GP: 0.105 D_real: 0.818 D_fake: 0.707 (epoch: 508, iters: 2350, time: 0.063) G_GAN: 0.470 G_GAN_Feat: 1.096 G_ID: 0.091 G_Rec: 0.518 D_GP: 0.027 D_real: 1.159 D_fake: 0.544 (epoch: 508, iters: 2750, time: 0.063) G_GAN: 0.098 G_GAN_Feat: 0.716 G_ID: 0.100 G_Rec: 0.321 D_GP: 0.027 D_real: 0.924 D_fake: 0.902 (epoch: 508, iters: 3150, time: 0.063) G_GAN: 0.265 G_GAN_Feat: 0.884 G_ID: 0.110 G_Rec: 0.419 D_GP: 0.034 D_real: 0.975 D_fake: 0.737 (epoch: 508, iters: 3550, time: 0.064) G_GAN: 0.011 G_GAN_Feat: 0.737 G_ID: 0.083 G_Rec: 0.355 D_GP: 0.057 D_real: 0.825 D_fake: 0.990 (epoch: 508, iters: 3950, time: 0.063) G_GAN: 0.238 G_GAN_Feat: 0.832 G_ID: 0.116 G_Rec: 0.382 D_GP: 0.036 D_real: 0.974 D_fake: 0.771 (epoch: 508, iters: 4350, time: 0.063) G_GAN: 0.097 G_GAN_Feat: 0.687 G_ID: 0.097 G_Rec: 0.297 D_GP: 0.049 D_real: 0.948 D_fake: 0.904 (epoch: 508, iters: 4750, time: 0.063) G_GAN: 0.125 G_GAN_Feat: 0.922 G_ID: 0.109 G_Rec: 0.423 D_GP: 0.056 D_real: 0.718 D_fake: 0.876 (epoch: 508, iters: 5150, time: 0.064) G_GAN: -0.177 G_GAN_Feat: 0.728 G_ID: 0.080 G_Rec: 0.307 D_GP: 0.052 D_real: 0.608 D_fake: 1.177 (epoch: 508, iters: 5550, time: 0.063) G_GAN: 0.449 G_GAN_Feat: 1.037 G_ID: 0.105 G_Rec: 0.475 D_GP: 0.174 D_real: 0.660 D_fake: 0.559 (epoch: 508, iters: 5950, time: 0.063) G_GAN: -0.175 G_GAN_Feat: 0.804 G_ID: 0.115 G_Rec: 0.355 D_GP: 0.115 D_real: 0.477 D_fake: 1.177 (epoch: 508, iters: 6350, time: 0.063) G_GAN: 0.719 G_GAN_Feat: 1.063 G_ID: 0.121 G_Rec: 0.463 D_GP: 0.045 D_real: 1.108 D_fake: 0.315 (epoch: 508, iters: 6750, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.783 G_ID: 0.082 G_Rec: 0.295 D_GP: 0.049 D_real: 1.122 D_fake: 0.555 (epoch: 508, iters: 7150, time: 0.063) G_GAN: 0.197 G_GAN_Feat: 0.959 G_ID: 0.129 G_Rec: 0.408 D_GP: 0.044 D_real: 0.859 D_fake: 0.804 (epoch: 508, iters: 7550, time: 0.063) G_GAN: 0.042 G_GAN_Feat: 0.784 G_ID: 0.115 G_Rec: 0.320 D_GP: 0.032 D_real: 0.951 D_fake: 0.958 (epoch: 508, iters: 7950, time: 0.063) G_GAN: 0.124 G_GAN_Feat: 0.930 G_ID: 0.116 G_Rec: 0.453 D_GP: 0.044 D_real: 0.667 D_fake: 0.878 (epoch: 508, iters: 8350, time: 0.064) G_GAN: 0.088 G_GAN_Feat: 0.710 G_ID: 0.078 G_Rec: 0.284 D_GP: 0.068 D_real: 0.736 D_fake: 0.912 (epoch: 509, iters: 142, time: 0.063) G_GAN: 0.557 G_GAN_Feat: 0.879 G_ID: 0.105 G_Rec: 0.373 D_GP: 0.035 D_real: 1.236 D_fake: 0.477 (epoch: 509, iters: 542, time: 0.063) G_GAN: 0.122 G_GAN_Feat: 0.737 G_ID: 0.081 G_Rec: 0.287 D_GP: 0.034 D_real: 0.931 D_fake: 0.878 (epoch: 509, iters: 942, time: 0.063) G_GAN: 0.535 G_GAN_Feat: 1.165 G_ID: 0.124 G_Rec: 0.517 D_GP: 0.080 D_real: 0.495 D_fake: 0.479 (epoch: 509, iters: 1342, time: 0.064) G_GAN: 0.272 G_GAN_Feat: 0.874 G_ID: 0.092 G_Rec: 0.337 D_GP: 0.056 D_real: 0.586 D_fake: 0.755 (epoch: 509, iters: 1742, time: 0.063) G_GAN: 0.374 G_GAN_Feat: 1.080 G_ID: 0.122 G_Rec: 0.452 D_GP: 0.054 D_real: 0.792 D_fake: 0.633 (epoch: 509, iters: 2142, time: 0.063) G_GAN: -0.009 G_GAN_Feat: 0.881 G_ID: 0.124 G_Rec: 0.360 D_GP: 0.048 D_real: 0.659 D_fake: 1.010 (epoch: 509, iters: 2542, time: 0.063) G_GAN: 0.440 G_GAN_Feat: 0.965 G_ID: 0.133 G_Rec: 0.410 D_GP: 0.043 D_real: 0.843 D_fake: 0.564 (epoch: 509, iters: 2942, time: 0.064) G_GAN: 0.054 G_GAN_Feat: 0.763 G_ID: 0.117 G_Rec: 0.333 D_GP: 0.037 D_real: 0.991 D_fake: 0.946 (epoch: 509, iters: 3342, time: 0.063) G_GAN: 0.180 G_GAN_Feat: 1.005 G_ID: 0.109 G_Rec: 0.493 D_GP: 0.033 D_real: 0.894 D_fake: 0.820 (epoch: 509, iters: 3742, time: 0.063) G_GAN: 0.043 G_GAN_Feat: 0.609 G_ID: 0.088 G_Rec: 0.262 D_GP: 0.027 D_real: 1.061 D_fake: 0.957 (epoch: 509, iters: 4142, time: 0.063) G_GAN: 0.455 G_GAN_Feat: 0.919 G_ID: 0.111 G_Rec: 0.424 D_GP: 0.035 D_real: 1.048 D_fake: 0.582 (epoch: 509, iters: 4542, time: 0.064) G_GAN: -0.082 G_GAN_Feat: 0.739 G_ID: 0.117 G_Rec: 0.303 D_GP: 0.045 D_real: 0.670 D_fake: 1.082 (epoch: 509, iters: 4942, time: 0.063) G_GAN: 0.525 G_GAN_Feat: 0.927 G_ID: 0.108 G_Rec: 0.388 D_GP: 0.055 D_real: 1.084 D_fake: 0.486 (epoch: 509, iters: 5342, time: 0.063) G_GAN: 0.185 G_GAN_Feat: 0.719 G_ID: 0.099 G_Rec: 0.302 D_GP: 0.036 D_real: 1.106 D_fake: 0.815 (epoch: 509, iters: 5742, time: 0.063) G_GAN: 0.427 G_GAN_Feat: 0.861 G_ID: 0.118 G_Rec: 0.388 D_GP: 0.043 D_real: 1.092 D_fake: 0.588 (epoch: 509, iters: 6142, time: 0.064) G_GAN: 0.306 G_GAN_Feat: 0.789 G_ID: 0.093 G_Rec: 0.333 D_GP: 0.037 D_real: 0.968 D_fake: 0.696 (epoch: 509, iters: 6542, time: 0.063) G_GAN: 0.535 G_GAN_Feat: 0.920 G_ID: 0.106 G_Rec: 0.382 D_GP: 0.037 D_real: 1.199 D_fake: 0.488 (epoch: 509, iters: 6942, time: 0.063) G_GAN: -0.160 G_GAN_Feat: 0.746 G_ID: 0.106 G_Rec: 0.339 D_GP: 0.032 D_real: 0.792 D_fake: 1.160 (epoch: 509, iters: 7342, time: 0.063) G_GAN: 0.237 G_GAN_Feat: 0.917 G_ID: 0.106 G_Rec: 0.392 D_GP: 0.031 D_real: 0.897 D_fake: 0.766 (epoch: 509, iters: 7742, time: 0.064) G_GAN: 0.058 G_GAN_Feat: 0.802 G_ID: 0.085 G_Rec: 0.331 D_GP: 0.039 D_real: 0.813 D_fake: 0.942 (epoch: 509, iters: 8142, time: 0.063) G_GAN: 0.292 G_GAN_Feat: 0.990 G_ID: 0.110 G_Rec: 0.408 D_GP: 0.036 D_real: 0.917 D_fake: 0.709 (epoch: 509, iters: 8542, time: 0.063) G_GAN: 0.275 G_GAN_Feat: 0.859 G_ID: 0.087 G_Rec: 0.311 D_GP: 0.086 D_real: 0.740 D_fake: 0.728 (epoch: 510, iters: 334, time: 0.063) G_GAN: 0.535 G_GAN_Feat: 1.059 G_ID: 0.116 G_Rec: 0.440 D_GP: 0.118 D_real: 0.552 D_fake: 0.487 (epoch: 510, iters: 734, time: 0.064) G_GAN: 0.377 G_GAN_Feat: 0.979 G_ID: 0.102 G_Rec: 0.325 D_GP: 0.042 D_real: 0.845 D_fake: 0.626 (epoch: 510, iters: 1134, time: 0.063) G_GAN: 0.563 G_GAN_Feat: 1.039 G_ID: 0.108 G_Rec: 0.443 D_GP: 0.057 D_real: 1.132 D_fake: 0.529 (epoch: 510, iters: 1534, time: 0.063) G_GAN: 0.246 G_GAN_Feat: 0.763 G_ID: 0.133 G_Rec: 0.298 D_GP: 0.048 D_real: 1.056 D_fake: 0.755 (epoch: 510, iters: 1934, time: 0.063) G_GAN: 0.268 G_GAN_Feat: 1.093 G_ID: 0.115 G_Rec: 0.430 D_GP: 0.469 D_real: 0.389 D_fake: 0.737 (epoch: 510, iters: 2334, time: 0.064) G_GAN: 0.660 G_GAN_Feat: 0.713 G_ID: 0.080 G_Rec: 0.283 D_GP: 0.055 D_real: 1.518 D_fake: 0.474 (epoch: 510, iters: 2734, time: 0.063) G_GAN: 0.428 G_GAN_Feat: 1.022 G_ID: 0.124 G_Rec: 0.455 D_GP: 0.060 D_real: 0.942 D_fake: 0.578 (epoch: 510, iters: 3134, time: 0.063) G_GAN: 0.060 G_GAN_Feat: 0.752 G_ID: 0.096 G_Rec: 0.318 D_GP: 0.053 D_real: 0.801 D_fake: 0.940 (epoch: 510, iters: 3534, time: 0.063) G_GAN: 0.319 G_GAN_Feat: 0.899 G_ID: 0.108 G_Rec: 0.408 D_GP: 0.040 D_real: 1.024 D_fake: 0.688 (epoch: 510, iters: 3934, time: 0.064) G_GAN: -0.123 G_GAN_Feat: 0.822 G_ID: 0.092 G_Rec: 0.331 D_GP: 0.077 D_real: 0.883 D_fake: 1.123 (epoch: 510, iters: 4334, time: 0.063) G_GAN: 0.568 G_GAN_Feat: 1.035 G_ID: 0.107 G_Rec: 0.481 D_GP: 0.051 D_real: 1.038 D_fake: 0.443 (epoch: 510, iters: 4734, time: 0.063) G_GAN: 0.424 G_GAN_Feat: 0.824 G_ID: 0.132 G_Rec: 0.335 D_GP: 0.071 D_real: 0.961 D_fake: 0.616 (epoch: 510, iters: 5134, time: 0.063) G_GAN: 0.454 G_GAN_Feat: 1.032 G_ID: 0.113 G_Rec: 0.473 D_GP: 0.046 D_real: 1.147 D_fake: 0.562 (epoch: 510, iters: 5534, time: 0.064) G_GAN: 0.265 G_GAN_Feat: 0.789 G_ID: 0.095 G_Rec: 0.290 D_GP: 0.048 D_real: 0.893 D_fake: 0.735 (epoch: 510, iters: 5934, time: 0.063) G_GAN: 0.409 G_GAN_Feat: 0.970 G_ID: 0.113 G_Rec: 0.431 D_GP: 0.052 D_real: 0.892 D_fake: 0.596 (epoch: 510, iters: 6334, time: 0.063) G_GAN: 0.296 G_GAN_Feat: 0.881 G_ID: 0.100 G_Rec: 0.342 D_GP: 0.043 D_real: 0.756 D_fake: 0.705 (epoch: 510, iters: 6734, time: 0.063) G_GAN: 0.581 G_GAN_Feat: 1.077 G_ID: 0.109 G_Rec: 0.466 D_GP: 0.036 D_real: 0.832 D_fake: 0.478 (epoch: 510, iters: 7134, time: 0.064) G_GAN: 0.296 G_GAN_Feat: 0.856 G_ID: 0.091 G_Rec: 0.311 D_GP: 0.037 D_real: 1.121 D_fake: 0.707 (epoch: 510, iters: 7534, time: 0.063) G_GAN: 0.575 G_GAN_Feat: 1.111 G_ID: 0.131 G_Rec: 0.456 D_GP: 0.047 D_real: 0.686 D_fake: 0.433 (epoch: 510, iters: 7934, time: 0.063) G_GAN: -0.049 G_GAN_Feat: 0.859 G_ID: 0.092 G_Rec: 0.328 D_GP: 0.102 D_real: 0.526 D_fake: 1.049 (epoch: 510, iters: 8334, time: 0.063) G_GAN: 0.311 G_GAN_Feat: 1.026 G_ID: 0.139 G_Rec: 0.476 D_GP: 0.033 D_real: 0.868 D_fake: 0.689 (epoch: 511, iters: 126, time: 0.064) G_GAN: 0.433 G_GAN_Feat: 0.768 G_ID: 0.087 G_Rec: 0.293 D_GP: 0.032 D_real: 1.156 D_fake: 0.569 (epoch: 511, iters: 526, time: 0.063) G_GAN: 0.920 G_GAN_Feat: 1.157 G_ID: 0.109 G_Rec: 0.474 D_GP: 0.135 D_real: 0.765 D_fake: 0.183 (epoch: 511, iters: 926, time: 0.063) G_GAN: 0.307 G_GAN_Feat: 0.825 G_ID: 0.081 G_Rec: 0.327 D_GP: 0.032 D_real: 1.176 D_fake: 0.697 (epoch: 511, iters: 1326, time: 0.063) G_GAN: 0.636 G_GAN_Feat: 1.069 G_ID: 0.096 G_Rec: 0.474 D_GP: 0.041 D_real: 0.835 D_fake: 0.399 (epoch: 511, iters: 1726, time: 0.064) G_GAN: 0.007 G_GAN_Feat: 0.858 G_ID: 0.116 G_Rec: 0.318 D_GP: 0.105 D_real: 0.379 D_fake: 0.993 (epoch: 511, iters: 2126, time: 0.063) G_GAN: 0.835 G_GAN_Feat: 1.212 G_ID: 0.094 G_Rec: 0.474 D_GP: 0.368 D_real: 0.539 D_fake: 0.241 (epoch: 511, iters: 2526, time: 0.063) G_GAN: 0.326 G_GAN_Feat: 0.900 G_ID: 0.096 G_Rec: 0.332 D_GP: 0.058 D_real: 1.151 D_fake: 0.723 (epoch: 511, iters: 2926, time: 0.063) G_GAN: 0.419 G_GAN_Feat: 0.994 G_ID: 0.105 G_Rec: 0.435 D_GP: 0.035 D_real: 1.095 D_fake: 0.586 (epoch: 511, iters: 3326, time: 0.064) G_GAN: 0.386 G_GAN_Feat: 0.716 G_ID: 0.095 G_Rec: 0.317 D_GP: 0.031 D_real: 1.255 D_fake: 0.631 (epoch: 511, iters: 3726, time: 0.063) G_GAN: 0.256 G_GAN_Feat: 0.916 G_ID: 0.119 G_Rec: 0.451 D_GP: 0.031 D_real: 0.934 D_fake: 0.750 (epoch: 511, iters: 4126, time: 0.063) G_GAN: 0.079 G_GAN_Feat: 0.778 G_ID: 0.091 G_Rec: 0.335 D_GP: 0.053 D_real: 0.905 D_fake: 0.922 (epoch: 511, iters: 4526, time: 0.063) G_GAN: 0.268 G_GAN_Feat: 0.891 G_ID: 0.122 G_Rec: 0.396 D_GP: 0.037 D_real: 0.814 D_fake: 0.735 (epoch: 511, iters: 4926, time: 0.064) G_GAN: 0.383 G_GAN_Feat: 0.708 G_ID: 0.089 G_Rec: 0.283 D_GP: 0.033 D_real: 1.299 D_fake: 0.619 (epoch: 511, iters: 5326, time: 0.063) G_GAN: 0.567 G_GAN_Feat: 0.962 G_ID: 0.108 G_Rec: 0.446 D_GP: 0.042 D_real: 1.231 D_fake: 0.446 (epoch: 511, iters: 5726, time: 0.063) G_GAN: 0.540 G_GAN_Feat: 0.845 G_ID: 0.087 G_Rec: 0.311 D_GP: 0.054 D_real: 1.103 D_fake: 0.471 (epoch: 511, iters: 6126, time: 0.063) G_GAN: 0.910 G_GAN_Feat: 1.030 G_ID: 0.105 G_Rec: 0.460 D_GP: 0.040 D_real: 1.410 D_fake: 0.219 (epoch: 511, iters: 6526, time: 0.064) G_GAN: 0.340 G_GAN_Feat: 0.992 G_ID: 0.129 G_Rec: 0.368 D_GP: 0.041 D_real: 1.246 D_fake: 0.721 (epoch: 511, iters: 6926, time: 0.063) G_GAN: 0.425 G_GAN_Feat: 1.031 G_ID: 0.113 G_Rec: 0.482 D_GP: 0.038 D_real: 1.062 D_fake: 0.578 (epoch: 511, iters: 7326, time: 0.063) G_GAN: 0.376 G_GAN_Feat: 0.962 G_ID: 0.113 G_Rec: 0.342 D_GP: 0.079 D_real: 0.381 D_fake: 0.639 (epoch: 511, iters: 7726, time: 0.063) G_GAN: 0.692 G_GAN_Feat: 1.029 G_ID: 0.112 G_Rec: 0.431 D_GP: 0.048 D_real: 1.165 D_fake: 0.464 (epoch: 511, iters: 8126, time: 0.064) G_GAN: -0.064 G_GAN_Feat: 0.736 G_ID: 0.101 G_Rec: 0.323 D_GP: 0.037 D_real: 0.752 D_fake: 1.064 (epoch: 511, iters: 8526, time: 0.063) G_GAN: 0.653 G_GAN_Feat: 1.027 G_ID: 0.119 G_Rec: 0.451 D_GP: 0.081 D_real: 0.903 D_fake: 0.383 (epoch: 512, iters: 318, time: 0.063) G_GAN: 0.213 G_GAN_Feat: 0.815 G_ID: 0.104 G_Rec: 0.321 D_GP: 0.077 D_real: 0.640 D_fake: 0.791 (epoch: 512, iters: 718, time: 0.063) G_GAN: 0.289 G_GAN_Feat: 1.149 G_ID: 0.115 G_Rec: 0.487 D_GP: 0.250 D_real: 0.380 D_fake: 0.723 (epoch: 512, iters: 1118, time: 0.064) G_GAN: 0.586 G_GAN_Feat: 0.848 G_ID: 0.114 G_Rec: 0.323 D_GP: 0.051 D_real: 1.523 D_fake: 0.500 (epoch: 512, iters: 1518, time: 0.063) G_GAN: 0.237 G_GAN_Feat: 0.987 G_ID: 0.125 G_Rec: 0.465 D_GP: 0.031 D_real: 0.878 D_fake: 0.763 (epoch: 512, iters: 1918, time: 0.063) G_GAN: 0.068 G_GAN_Feat: 0.728 G_ID: 0.107 G_Rec: 0.316 D_GP: 0.048 D_real: 0.876 D_fake: 0.932 (epoch: 512, iters: 2318, time: 0.063) G_GAN: 0.479 G_GAN_Feat: 1.017 G_ID: 0.112 G_Rec: 0.459 D_GP: 0.049 D_real: 0.926 D_fake: 0.536 (epoch: 512, iters: 2718, time: 0.064) G_GAN: 0.450 G_GAN_Feat: 0.670 G_ID: 0.089 G_Rec: 0.315 D_GP: 0.028 D_real: 1.411 D_fake: 0.553 (epoch: 512, iters: 3118, time: 0.063) G_GAN: 0.404 G_GAN_Feat: 0.966 G_ID: 0.100 G_Rec: 0.480 D_GP: 0.031 D_real: 0.973 D_fake: 0.606 (epoch: 512, iters: 3518, time: 0.063) G_GAN: 0.053 G_GAN_Feat: 0.719 G_ID: 0.129 G_Rec: 0.320 D_GP: 0.035 D_real: 0.904 D_fake: 0.947 (epoch: 512, iters: 3918, time: 0.063) G_GAN: 0.363 G_GAN_Feat: 1.017 G_ID: 0.118 G_Rec: 0.467 D_GP: 0.050 D_real: 0.792 D_fake: 0.647 (epoch: 512, iters: 4318, time: 0.064) G_GAN: 0.137 G_GAN_Feat: 0.728 G_ID: 0.092 G_Rec: 0.310 D_GP: 0.041 D_real: 0.919 D_fake: 0.863 (epoch: 512, iters: 4718, time: 0.063) G_GAN: 0.239 G_GAN_Feat: 1.038 G_ID: 0.108 G_Rec: 0.457 D_GP: 0.047 D_real: 0.610 D_fake: 0.762 (epoch: 512, iters: 5118, time: 0.063) G_GAN: 0.277 G_GAN_Feat: 0.831 G_ID: 0.101 G_Rec: 0.324 D_GP: 0.044 D_real: 0.863 D_fake: 0.723 (epoch: 512, iters: 5518, time: 0.063) G_GAN: 0.503 G_GAN_Feat: 1.035 G_ID: 0.106 G_Rec: 0.450 D_GP: 0.047 D_real: 0.729 D_fake: 0.507 (epoch: 512, iters: 5918, time: 0.064) G_GAN: 0.357 G_GAN_Feat: 0.807 G_ID: 0.085 G_Rec: 0.332 D_GP: 0.031 D_real: 1.457 D_fake: 0.646 (epoch: 512, iters: 6318, time: 0.063) G_GAN: 0.538 G_GAN_Feat: 0.932 G_ID: 0.112 G_Rec: 0.425 D_GP: 0.038 D_real: 1.234 D_fake: 0.474 (epoch: 512, iters: 6718, time: 0.063) G_GAN: 0.216 G_GAN_Feat: 0.687 G_ID: 0.093 G_Rec: 0.279 D_GP: 0.030 D_real: 1.152 D_fake: 0.784 (epoch: 512, iters: 7118, time: 0.063) G_GAN: 0.322 G_GAN_Feat: 1.023 G_ID: 0.117 G_Rec: 0.420 D_GP: 0.036 D_real: 0.695 D_fake: 0.679 (epoch: 512, iters: 7518, time: 0.063) G_GAN: 0.417 G_GAN_Feat: 0.753 G_ID: 0.096 G_Rec: 0.317 D_GP: 0.045 D_real: 1.223 D_fake: 0.589 (epoch: 512, iters: 7918, time: 0.063) G_GAN: 0.315 G_GAN_Feat: 0.985 G_ID: 0.111 G_Rec: 0.424 D_GP: 0.056 D_real: 0.878 D_fake: 0.686 (epoch: 512, iters: 8318, time: 0.063) G_GAN: 0.206 G_GAN_Feat: 0.862 G_ID: 0.099 G_Rec: 0.320 D_GP: 0.072 D_real: 0.566 D_fake: 0.795 (epoch: 513, iters: 110, time: 0.064) G_GAN: 0.312 G_GAN_Feat: 0.854 G_ID: 0.120 G_Rec: 0.376 D_GP: 0.036 D_real: 1.096 D_fake: 0.691 (epoch: 513, iters: 510, time: 0.063) G_GAN: 0.084 G_GAN_Feat: 0.671 G_ID: 0.108 G_Rec: 0.297 D_GP: 0.033 D_real: 0.933 D_fake: 0.916 (epoch: 513, iters: 910, time: 0.063) G_GAN: 0.185 G_GAN_Feat: 0.945 G_ID: 0.109 G_Rec: 0.418 D_GP: 0.037 D_real: 0.801 D_fake: 0.817 (epoch: 513, iters: 1310, time: 0.063) G_GAN: 0.006 G_GAN_Feat: 0.772 G_ID: 0.095 G_Rec: 0.292 D_GP: 0.065 D_real: 0.779 D_fake: 0.995 (epoch: 513, iters: 1710, time: 0.064) G_GAN: 0.188 G_GAN_Feat: 1.056 G_ID: 0.112 G_Rec: 0.461 D_GP: 0.040 D_real: 0.625 D_fake: 0.813 (epoch: 513, iters: 2110, time: 0.063) G_GAN: 0.435 G_GAN_Feat: 0.723 G_ID: 0.096 G_Rec: 0.318 D_GP: 0.030 D_real: 1.341 D_fake: 0.565 (epoch: 513, iters: 2510, time: 0.063) G_GAN: 0.829 G_GAN_Feat: 0.984 G_ID: 0.109 G_Rec: 0.408 D_GP: 0.044 D_real: 1.353 D_fake: 0.254 (epoch: 513, iters: 2910, time: 0.063) G_GAN: 0.498 G_GAN_Feat: 0.728 G_ID: 0.098 G_Rec: 0.309 D_GP: 0.029 D_real: 1.454 D_fake: 0.513 (epoch: 513, iters: 3310, time: 0.064) G_GAN: 0.051 G_GAN_Feat: 0.915 G_ID: 0.125 G_Rec: 0.412 D_GP: 0.030 D_real: 0.816 D_fake: 0.949 (epoch: 513, iters: 3710, time: 0.063) G_GAN: 0.071 G_GAN_Feat: 0.663 G_ID: 0.093 G_Rec: 0.293 D_GP: 0.028 D_real: 0.992 D_fake: 0.931 (epoch: 513, iters: 4110, time: 0.063) G_GAN: 0.520 G_GAN_Feat: 0.853 G_ID: 0.110 G_Rec: 0.395 D_GP: 0.030 D_real: 1.205 D_fake: 0.503 (epoch: 513, iters: 4510, time: 0.063) G_GAN: 0.234 G_GAN_Feat: 0.748 G_ID: 0.093 G_Rec: 0.310 D_GP: 0.031 D_real: 1.145 D_fake: 0.767 (epoch: 513, iters: 4910, time: 0.064) G_GAN: 0.083 G_GAN_Feat: 0.950 G_ID: 0.135 G_Rec: 0.411 D_GP: 0.048 D_real: 0.689 D_fake: 0.917 (epoch: 513, iters: 5310, time: 0.063) G_GAN: 0.154 G_GAN_Feat: 0.734 G_ID: 0.091 G_Rec: 0.291 D_GP: 0.031 D_real: 0.981 D_fake: 0.846 (epoch: 513, iters: 5710, time: 0.063) G_GAN: 0.067 G_GAN_Feat: 1.060 G_ID: 0.117 G_Rec: 0.467 D_GP: 0.037 D_real: 0.798 D_fake: 0.933 (epoch: 513, iters: 6110, time: 0.063) G_GAN: 0.331 G_GAN_Feat: 0.942 G_ID: 0.079 G_Rec: 0.314 D_GP: 0.049 D_real: 0.739 D_fake: 0.670 (epoch: 513, iters: 6510, time: 0.064) G_GAN: 0.106 G_GAN_Feat: 1.089 G_ID: 0.105 G_Rec: 0.452 D_GP: 0.070 D_real: 0.484 D_fake: 0.899 (epoch: 513, iters: 6910, time: 0.063) G_GAN: 0.070 G_GAN_Feat: 0.783 G_ID: 0.083 G_Rec: 0.307 D_GP: 0.037 D_real: 0.883 D_fake: 0.930 (epoch: 513, iters: 7310, time: 0.063) G_GAN: 0.732 G_GAN_Feat: 1.016 G_ID: 0.106 G_Rec: 0.442 D_GP: 0.033 D_real: 1.248 D_fake: 0.303 (epoch: 513, iters: 7710, time: 0.063) G_GAN: 0.360 G_GAN_Feat: 0.865 G_ID: 0.086 G_Rec: 0.299 D_GP: 0.039 D_real: 0.920 D_fake: 0.641 (epoch: 513, iters: 8110, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.908 G_ID: 0.099 G_Rec: 0.403 D_GP: 0.027 D_real: 1.179 D_fake: 0.600 (epoch: 513, iters: 8510, time: 0.063) G_GAN: 0.236 G_GAN_Feat: 0.691 G_ID: 0.090 G_Rec: 0.307 D_GP: 0.031 D_real: 1.161 D_fake: 0.768 (epoch: 514, iters: 302, time: 0.063) G_GAN: 0.212 G_GAN_Feat: 1.016 G_ID: 0.123 G_Rec: 0.456 D_GP: 0.042 D_real: 0.677 D_fake: 0.788 (epoch: 514, iters: 702, time: 0.063) G_GAN: -0.032 G_GAN_Feat: 0.778 G_ID: 0.106 G_Rec: 0.309 D_GP: 0.049 D_real: 0.684 D_fake: 1.032 (epoch: 514, iters: 1102, time: 0.064) G_GAN: 0.322 G_GAN_Feat: 0.960 G_ID: 0.111 G_Rec: 0.421 D_GP: 0.055 D_real: 0.924 D_fake: 0.681 (epoch: 514, iters: 1502, time: 0.063) G_GAN: 0.113 G_GAN_Feat: 0.793 G_ID: 0.099 G_Rec: 0.330 D_GP: 0.054 D_real: 0.896 D_fake: 0.887 (epoch: 514, iters: 1902, time: 0.063) G_GAN: 0.371 G_GAN_Feat: 0.982 G_ID: 0.116 G_Rec: 0.448 D_GP: 0.050 D_real: 0.918 D_fake: 0.638 (epoch: 514, iters: 2302, time: 0.063) G_GAN: -0.108 G_GAN_Feat: 0.734 G_ID: 0.103 G_Rec: 0.299 D_GP: 0.044 D_real: 0.650 D_fake: 1.108 (epoch: 514, iters: 2702, time: 0.064) G_GAN: 0.442 G_GAN_Feat: 1.023 G_ID: 0.114 G_Rec: 0.450 D_GP: 0.048 D_real: 0.895 D_fake: 0.562 (epoch: 514, iters: 3102, time: 0.063) G_GAN: 0.083 G_GAN_Feat: 0.919 G_ID: 0.119 G_Rec: 0.324 D_GP: 0.255 D_real: 0.203 D_fake: 0.917 (epoch: 514, iters: 3502, time: 0.063) G_GAN: 0.659 G_GAN_Feat: 1.133 G_ID: 0.138 G_Rec: 0.501 D_GP: 0.117 D_real: 0.868 D_fake: 0.398 (epoch: 514, iters: 3902, time: 0.063) G_GAN: 0.400 G_GAN_Feat: 0.819 G_ID: 0.097 G_Rec: 0.304 D_GP: 0.057 D_real: 0.742 D_fake: 0.631 (epoch: 514, iters: 4302, time: 0.064) G_GAN: 0.454 G_GAN_Feat: 1.027 G_ID: 0.125 G_Rec: 0.436 D_GP: 0.039 D_real: 0.861 D_fake: 0.550 (epoch: 514, iters: 4702, time: 0.063) G_GAN: 0.356 G_GAN_Feat: 0.921 G_ID: 0.117 G_Rec: 0.313 D_GP: 0.253 D_real: 0.452 D_fake: 0.647 (epoch: 514, iters: 5102, time: 0.063) G_GAN: 0.310 G_GAN_Feat: 1.100 G_ID: 0.120 G_Rec: 0.433 D_GP: 0.039 D_real: 0.575 D_fake: 0.691 (epoch: 514, iters: 5502, time: 0.063) G_GAN: 0.225 G_GAN_Feat: 0.931 G_ID: 0.104 G_Rec: 0.319 D_GP: 0.070 D_real: 0.403 D_fake: 0.796 (epoch: 514, iters: 5902, time: 0.064) G_GAN: 0.364 G_GAN_Feat: 0.854 G_ID: 0.098 G_Rec: 0.456 D_GP: 0.027 D_real: 1.116 D_fake: 0.638 (epoch: 514, iters: 6302, time: 0.063) G_GAN: 0.126 G_GAN_Feat: 0.589 G_ID: 0.104 G_Rec: 0.277 D_GP: 0.029 D_real: 0.998 D_fake: 0.874 (epoch: 514, iters: 6702, time: 0.063) G_GAN: 0.275 G_GAN_Feat: 0.863 G_ID: 0.121 G_Rec: 0.433 D_GP: 0.041 D_real: 0.932 D_fake: 0.725 (epoch: 514, iters: 7102, time: 0.063) G_GAN: 0.137 G_GAN_Feat: 0.575 G_ID: 0.091 G_Rec: 0.285 D_GP: 0.029 D_real: 1.071 D_fake: 0.863 (epoch: 514, iters: 7502, time: 0.064) G_GAN: 0.124 G_GAN_Feat: 0.812 G_ID: 0.110 G_Rec: 0.403 D_GP: 0.033 D_real: 0.924 D_fake: 0.876 (epoch: 514, iters: 7902, time: 0.063) G_GAN: -0.118 G_GAN_Feat: 0.670 G_ID: 0.098 G_Rec: 0.342 D_GP: 0.037 D_real: 0.823 D_fake: 1.118 (epoch: 514, iters: 8302, time: 0.063) G_GAN: 0.202 G_GAN_Feat: 0.835 G_ID: 0.123 G_Rec: 0.411 D_GP: 0.038 D_real: 0.882 D_fake: 0.803 (epoch: 514, iters: 8702, time: 0.063) G_GAN: 0.071 G_GAN_Feat: 0.649 G_ID: 0.088 G_Rec: 0.341 D_GP: 0.032 D_real: 0.941 D_fake: 0.930 (epoch: 515, iters: 494, time: 0.064) G_GAN: 0.028 G_GAN_Feat: 0.901 G_ID: 0.116 G_Rec: 0.435 D_GP: 0.066 D_real: 0.686 D_fake: 0.972 (epoch: 515, iters: 894, time: 0.063) G_GAN: 0.085 G_GAN_Feat: 0.591 G_ID: 0.082 G_Rec: 0.287 D_GP: 0.028 D_real: 1.019 D_fake: 0.915 (epoch: 515, iters: 1294, time: 0.063) G_GAN: 0.096 G_GAN_Feat: 0.902 G_ID: 0.102 G_Rec: 0.444 D_GP: 0.042 D_real: 0.708 D_fake: 0.909 (epoch: 515, iters: 1694, time: 0.063) G_GAN: -0.418 G_GAN_Feat: 0.742 G_ID: 0.112 G_Rec: 0.362 D_GP: 0.062 D_real: 0.463 D_fake: 1.418 (epoch: 515, iters: 2094, time: 0.064) G_GAN: 0.276 G_GAN_Feat: 0.802 G_ID: 0.114 G_Rec: 0.390 D_GP: 0.035 D_real: 0.890 D_fake: 0.735 (epoch: 515, iters: 2494, time: 0.063) G_GAN: 0.012 G_GAN_Feat: 0.657 G_ID: 0.089 G_Rec: 0.298 D_GP: 0.039 D_real: 0.872 D_fake: 0.988 (epoch: 515, iters: 2894, time: 0.063) G_GAN: 0.002 G_GAN_Feat: 0.922 G_ID: 0.104 G_Rec: 0.444 D_GP: 0.037 D_real: 0.588 D_fake: 0.999 (epoch: 515, iters: 3294, time: 0.063) G_GAN: -0.062 G_GAN_Feat: 0.730 G_ID: 0.106 G_Rec: 0.353 D_GP: 0.057 D_real: 0.669 D_fake: 1.064 (epoch: 515, iters: 3694, time: 0.064) G_GAN: 0.198 G_GAN_Feat: 0.898 G_ID: 0.123 G_Rec: 0.430 D_GP: 0.039 D_real: 0.903 D_fake: 0.805 (epoch: 515, iters: 4094, time: 0.063) G_GAN: -0.121 G_GAN_Feat: 0.683 G_ID: 0.084 G_Rec: 0.302 D_GP: 0.047 D_real: 0.725 D_fake: 1.121 (epoch: 515, iters: 4494, time: 0.063) G_GAN: 0.244 G_GAN_Feat: 0.858 G_ID: 0.118 G_Rec: 0.414 D_GP: 0.034 D_real: 0.884 D_fake: 0.757 (epoch: 515, iters: 4894, time: 0.063) G_GAN: 0.029 G_GAN_Feat: 0.759 G_ID: 0.099 G_Rec: 0.317 D_GP: 0.066 D_real: 0.742 D_fake: 0.971 (epoch: 515, iters: 5294, time: 0.064) G_GAN: 0.350 G_GAN_Feat: 0.912 G_ID: 0.107 G_Rec: 0.411 D_GP: 0.042 D_real: 0.922 D_fake: 0.657 (epoch: 515, iters: 5694, time: 0.063) G_GAN: 0.333 G_GAN_Feat: 0.636 G_ID: 0.092 G_Rec: 0.279 D_GP: 0.050 D_real: 1.208 D_fake: 0.668 (epoch: 515, iters: 6094, time: 0.063) G_GAN: 0.287 G_GAN_Feat: 0.916 G_ID: 0.112 G_Rec: 0.407 D_GP: 0.064 D_real: 0.843 D_fake: 0.715 (epoch: 515, iters: 6494, time: 0.063) G_GAN: 0.338 G_GAN_Feat: 0.671 G_ID: 0.103 G_Rec: 0.282 D_GP: 0.036 D_real: 1.256 D_fake: 0.665 (epoch: 515, iters: 6894, time: 0.064) G_GAN: 0.406 G_GAN_Feat: 0.909 G_ID: 0.117 G_Rec: 0.419 D_GP: 0.042 D_real: 1.068 D_fake: 0.595 (epoch: 515, iters: 7294, time: 0.063) G_GAN: 0.125 G_GAN_Feat: 0.742 G_ID: 0.093 G_Rec: 0.405 D_GP: 0.064 D_real: 0.872 D_fake: 0.875 (epoch: 515, iters: 7694, time: 0.063) G_GAN: 0.302 G_GAN_Feat: 0.981 G_ID: 0.136 G_Rec: 0.440 D_GP: 0.047 D_real: 0.739 D_fake: 0.702 (epoch: 515, iters: 8094, time: 0.063) G_GAN: 0.118 G_GAN_Feat: 0.744 G_ID: 0.110 G_Rec: 0.313 D_GP: 0.075 D_real: 0.759 D_fake: 0.884 (epoch: 515, iters: 8494, time: 0.064) G_GAN: 0.362 G_GAN_Feat: 0.991 G_ID: 0.124 G_Rec: 0.434 D_GP: 0.085 D_real: 0.613 D_fake: 0.642 (epoch: 516, iters: 286, time: 0.063) G_GAN: 0.356 G_GAN_Feat: 0.693 G_ID: 0.092 G_Rec: 0.281 D_GP: 0.040 D_real: 1.304 D_fake: 0.645 (epoch: 516, iters: 686, time: 0.063) G_GAN: 0.720 G_GAN_Feat: 0.910 G_ID: 0.109 G_Rec: 0.382 D_GP: 0.038 D_real: 1.330 D_fake: 0.337 (epoch: 516, iters: 1086, time: 0.063) G_GAN: 0.129 G_GAN_Feat: 0.752 G_ID: 0.088 G_Rec: 0.290 D_GP: 0.067 D_real: 0.815 D_fake: 0.872 (epoch: 516, iters: 1486, time: 0.064) G_GAN: 0.611 G_GAN_Feat: 0.915 G_ID: 0.105 G_Rec: 0.413 D_GP: 0.037 D_real: 1.208 D_fake: 0.457 (epoch: 516, iters: 1886, time: 0.063) G_GAN: 0.100 G_GAN_Feat: 0.781 G_ID: 0.113 G_Rec: 0.315 D_GP: 0.045 D_real: 0.765 D_fake: 0.900 (epoch: 516, iters: 2286, time: 0.063) G_GAN: 0.301 G_GAN_Feat: 0.842 G_ID: 0.122 G_Rec: 0.403 D_GP: 0.025 D_real: 1.161 D_fake: 0.707 (epoch: 516, iters: 2686, time: 0.063) G_GAN: -0.025 G_GAN_Feat: 0.611 G_ID: 0.092 G_Rec: 0.298 D_GP: 0.025 D_real: 0.957 D_fake: 1.025 (epoch: 516, iters: 3086, time: 0.064) G_GAN: 0.221 G_GAN_Feat: 0.900 G_ID: 0.123 G_Rec: 0.437 D_GP: 0.037 D_real: 0.809 D_fake: 0.782 (epoch: 516, iters: 3486, time: 0.063) G_GAN: -0.204 G_GAN_Feat: 0.693 G_ID: 0.085 G_Rec: 0.321 D_GP: 0.041 D_real: 0.647 D_fake: 1.204 (epoch: 516, iters: 3886, time: 0.063) G_GAN: 0.284 G_GAN_Feat: 0.892 G_ID: 0.105 G_Rec: 0.419 D_GP: 0.036 D_real: 1.018 D_fake: 0.721 (epoch: 516, iters: 4286, time: 0.063) G_GAN: -0.084 G_GAN_Feat: 0.729 G_ID: 0.108 G_Rec: 0.345 D_GP: 0.050 D_real: 0.687 D_fake: 1.084 (epoch: 516, iters: 4686, time: 0.064) G_GAN: 0.397 G_GAN_Feat: 0.870 G_ID: 0.108 G_Rec: 0.410 D_GP: 0.034 D_real: 1.061 D_fake: 0.621 (epoch: 516, iters: 5086, time: 0.063) G_GAN: -0.043 G_GAN_Feat: 0.757 G_ID: 0.096 G_Rec: 0.326 D_GP: 0.038 D_real: 0.823 D_fake: 1.043 (epoch: 516, iters: 5486, time: 0.063) G_GAN: 0.451 G_GAN_Feat: 0.986 G_ID: 0.113 G_Rec: 0.460 D_GP: 0.062 D_real: 0.789 D_fake: 0.562 (epoch: 516, iters: 5886, time: 0.063) G_GAN: 0.139 G_GAN_Feat: 0.687 G_ID: 0.085 G_Rec: 0.300 D_GP: 0.034 D_real: 1.086 D_fake: 0.862 (epoch: 516, iters: 6286, time: 0.064) G_GAN: 0.263 G_GAN_Feat: 0.959 G_ID: 0.108 G_Rec: 0.436 D_GP: 0.048 D_real: 0.801 D_fake: 0.737 (epoch: 516, iters: 6686, time: 0.063) G_GAN: -0.054 G_GAN_Feat: 0.849 G_ID: 0.089 G_Rec: 0.370 D_GP: 0.276 D_real: 0.285 D_fake: 1.054 (epoch: 516, iters: 7086, time: 0.063) G_GAN: 0.435 G_GAN_Feat: 0.927 G_ID: 0.118 G_Rec: 0.390 D_GP: 0.036 D_real: 1.121 D_fake: 0.565 (epoch: 516, iters: 7486, time: 0.063) G_GAN: 0.119 G_GAN_Feat: 0.837 G_ID: 0.089 G_Rec: 0.332 D_GP: 0.354 D_real: 0.484 D_fake: 0.881 (epoch: 516, iters: 7886, time: 0.064) G_GAN: 0.580 G_GAN_Feat: 1.018 G_ID: 0.139 G_Rec: 0.456 D_GP: 0.071 D_real: 0.866 D_fake: 0.430 (epoch: 516, iters: 8286, time: 0.063) G_GAN: 0.163 G_GAN_Feat: 0.959 G_ID: 0.103 G_Rec: 0.381 D_GP: 0.566 D_real: 0.369 D_fake: 0.841 (epoch: 516, iters: 8686, time: 0.063) G_GAN: 0.593 G_GAN_Feat: 1.053 G_ID: 0.117 G_Rec: 0.512 D_GP: 0.052 D_real: 1.083 D_fake: 0.511 (epoch: 517, iters: 478, time: 0.063) G_GAN: 0.446 G_GAN_Feat: 0.821 G_ID: 0.096 G_Rec: 0.316 D_GP: 0.060 D_real: 0.968 D_fake: 0.600 (epoch: 517, iters: 878, time: 0.064) G_GAN: 0.660 G_GAN_Feat: 0.916 G_ID: 0.092 G_Rec: 0.450 D_GP: 0.029 D_real: 1.410 D_fake: 0.357 (epoch: 517, iters: 1278, time: 0.063) G_GAN: 0.183 G_GAN_Feat: 0.680 G_ID: 0.078 G_Rec: 0.309 D_GP: 0.028 D_real: 1.094 D_fake: 0.817 (epoch: 517, iters: 1678, time: 0.063) G_GAN: 0.359 G_GAN_Feat: 0.890 G_ID: 0.108 G_Rec: 0.400 D_GP: 0.032 D_real: 1.141 D_fake: 0.643 (epoch: 517, iters: 2078, time: 0.063) G_GAN: 0.249 G_GAN_Feat: 0.651 G_ID: 0.090 G_Rec: 0.294 D_GP: 0.028 D_real: 1.132 D_fake: 0.751 (epoch: 517, iters: 2478, time: 0.064) G_GAN: 0.346 G_GAN_Feat: 0.826 G_ID: 0.099 G_Rec: 0.387 D_GP: 0.033 D_real: 1.102 D_fake: 0.654 (epoch: 517, iters: 2878, time: 0.063) G_GAN: 0.124 G_GAN_Feat: 0.695 G_ID: 0.086 G_Rec: 0.308 D_GP: 0.044 D_real: 0.914 D_fake: 0.878 (epoch: 517, iters: 3278, time: 0.063) G_GAN: 0.420 G_GAN_Feat: 0.883 G_ID: 0.109 G_Rec: 0.403 D_GP: 0.039 D_real: 1.117 D_fake: 0.582 (epoch: 517, iters: 3678, time: 0.063) G_GAN: 0.147 G_GAN_Feat: 0.649 G_ID: 0.087 G_Rec: 0.284 D_GP: 0.035 D_real: 1.010 D_fake: 0.853 (epoch: 517, iters: 4078, time: 0.063) G_GAN: 0.373 G_GAN_Feat: 0.916 G_ID: 0.100 G_Rec: 0.446 D_GP: 0.034 D_real: 1.105 D_fake: 0.633 (epoch: 517, iters: 4478, time: 0.063) G_GAN: 0.132 G_GAN_Feat: 0.702 G_ID: 0.091 G_Rec: 0.304 D_GP: 0.041 D_real: 0.948 D_fake: 0.870 (epoch: 517, iters: 4878, time: 0.063) G_GAN: 0.534 G_GAN_Feat: 0.939 G_ID: 0.118 G_Rec: 0.418 D_GP: 0.050 D_real: 1.174 D_fake: 0.496 (epoch: 517, iters: 5278, time: 0.064) G_GAN: 0.178 G_GAN_Feat: 0.763 G_ID: 0.085 G_Rec: 0.286 D_GP: 0.038 D_real: 0.952 D_fake: 0.823 (epoch: 517, iters: 5678, time: 0.063) G_GAN: 0.335 G_GAN_Feat: 1.057 G_ID: 0.112 G_Rec: 0.454 D_GP: 0.064 D_real: 0.698 D_fake: 0.669 (epoch: 517, iters: 6078, time: 0.063) G_GAN: 0.127 G_GAN_Feat: 0.824 G_ID: 0.105 G_Rec: 0.363 D_GP: 0.244 D_real: 0.693 D_fake: 0.885 (epoch: 517, iters: 6478, time: 0.063) G_GAN: 0.260 G_GAN_Feat: 1.073 G_ID: 0.116 G_Rec: 0.489 D_GP: 0.157 D_real: 0.398 D_fake: 0.741 (epoch: 517, iters: 6878, time: 0.064) G_GAN: 0.069 G_GAN_Feat: 0.689 G_ID: 0.088 G_Rec: 0.286 D_GP: 0.035 D_real: 0.903 D_fake: 0.931 (epoch: 517, iters: 7278, time: 0.063) G_GAN: 0.569 G_GAN_Feat: 0.872 G_ID: 0.118 G_Rec: 0.417 D_GP: 0.032 D_real: 1.194 D_fake: 0.450 (epoch: 517, iters: 7678, time: 0.063) G_GAN: 0.166 G_GAN_Feat: 0.793 G_ID: 0.095 G_Rec: 0.294 D_GP: 0.049 D_real: 0.779 D_fake: 0.834 (epoch: 517, iters: 8078, time: 0.063) G_GAN: 0.362 G_GAN_Feat: 0.931 G_ID: 0.107 G_Rec: 0.444 D_GP: 0.029 D_real: 1.042 D_fake: 0.639 (epoch: 517, iters: 8478, time: 0.064) G_GAN: 0.302 G_GAN_Feat: 0.798 G_ID: 0.104 G_Rec: 0.337 D_GP: 0.062 D_real: 0.988 D_fake: 0.699 (epoch: 518, iters: 270, time: 0.063) G_GAN: 0.765 G_GAN_Feat: 0.913 G_ID: 0.120 G_Rec: 0.416 D_GP: 0.036 D_real: 1.386 D_fake: 0.312 (epoch: 518, iters: 670, time: 0.063) G_GAN: 0.358 G_GAN_Feat: 0.852 G_ID: 0.129 G_Rec: 0.335 D_GP: 0.116 D_real: 0.780 D_fake: 0.715 (epoch: 518, iters: 1070, time: 0.063) G_GAN: 0.431 G_GAN_Feat: 1.048 G_ID: 0.116 G_Rec: 0.422 D_GP: 0.041 D_real: 0.726 D_fake: 0.573 (epoch: 518, iters: 1470, time: 0.064) G_GAN: 0.200 G_GAN_Feat: 0.829 G_ID: 0.106 G_Rec: 0.293 D_GP: 0.073 D_real: 0.574 D_fake: 0.802 (epoch: 518, iters: 1870, time: 0.063) G_GAN: 0.074 G_GAN_Feat: 0.915 G_ID: 0.130 G_Rec: 0.419 D_GP: 0.032 D_real: 0.800 D_fake: 0.927 (epoch: 518, iters: 2270, time: 0.063) G_GAN: 0.422 G_GAN_Feat: 0.835 G_ID: 0.086 G_Rec: 0.334 D_GP: 0.073 D_real: 0.676 D_fake: 0.597 (epoch: 518, iters: 2670, time: 0.063) G_GAN: 0.484 G_GAN_Feat: 1.032 G_ID: 0.103 G_Rec: 0.447 D_GP: 0.035 D_real: 0.969 D_fake: 0.525 (epoch: 518, iters: 3070, time: 0.064) G_GAN: 0.403 G_GAN_Feat: 0.802 G_ID: 0.093 G_Rec: 0.307 D_GP: 0.036 D_real: 1.041 D_fake: 0.603 (epoch: 518, iters: 3470, time: 0.063) G_GAN: 0.611 G_GAN_Feat: 1.158 G_ID: 0.107 G_Rec: 0.455 D_GP: 0.122 D_real: 0.511 D_fake: 0.407 (epoch: 518, iters: 3870, time: 0.063) G_GAN: 0.049 G_GAN_Feat: 0.874 G_ID: 0.098 G_Rec: 0.322 D_GP: 0.047 D_real: 0.553 D_fake: 0.951 (epoch: 518, iters: 4270, time: 0.063) G_GAN: 0.559 G_GAN_Feat: 0.893 G_ID: 0.108 G_Rec: 0.415 D_GP: 0.037 D_real: 1.297 D_fake: 0.469 (epoch: 518, iters: 4670, time: 0.064) G_GAN: -0.035 G_GAN_Feat: 0.726 G_ID: 0.106 G_Rec: 0.330 D_GP: 0.046 D_real: 0.846 D_fake: 1.035 (epoch: 518, iters: 5070, time: 0.063) G_GAN: 0.163 G_GAN_Feat: 0.944 G_ID: 0.107 G_Rec: 0.457 D_GP: 0.048 D_real: 0.771 D_fake: 0.838 (epoch: 518, iters: 5470, time: 0.063) G_GAN: -0.036 G_GAN_Feat: 0.723 G_ID: 0.091 G_Rec: 0.318 D_GP: 0.040 D_real: 0.904 D_fake: 1.036 (epoch: 518, iters: 5870, time: 0.063) G_GAN: 0.400 G_GAN_Feat: 0.936 G_ID: 0.107 G_Rec: 0.413 D_GP: 0.040 D_real: 0.958 D_fake: 0.604 (epoch: 518, iters: 6270, time: 0.064) G_GAN: 0.190 G_GAN_Feat: 0.654 G_ID: 0.095 G_Rec: 0.266 D_GP: 0.029 D_real: 1.066 D_fake: 0.810 (epoch: 518, iters: 6670, time: 0.063) G_GAN: 0.356 G_GAN_Feat: 0.933 G_ID: 0.118 G_Rec: 0.431 D_GP: 0.032 D_real: 0.905 D_fake: 0.644 (epoch: 518, iters: 7070, time: 0.063) G_GAN: 0.416 G_GAN_Feat: 0.782 G_ID: 0.095 G_Rec: 0.300 D_GP: 0.044 D_real: 1.109 D_fake: 0.588 (epoch: 518, iters: 7470, time: 0.063) G_GAN: 0.812 G_GAN_Feat: 1.093 G_ID: 0.111 G_Rec: 0.467 D_GP: 0.101 D_real: 1.049 D_fake: 0.316 (epoch: 518, iters: 7870, time: 0.064) G_GAN: 0.517 G_GAN_Feat: 0.924 G_ID: 0.097 G_Rec: 0.370 D_GP: 1.121 D_real: 0.810 D_fake: 0.511 (epoch: 518, iters: 8270, time: 0.063) G_GAN: 0.311 G_GAN_Feat: 0.954 G_ID: 0.120 G_Rec: 0.464 D_GP: 0.029 D_real: 0.942 D_fake: 0.690 (epoch: 518, iters: 8670, time: 0.063) G_GAN: 0.223 G_GAN_Feat: 0.665 G_ID: 0.097 G_Rec: 0.293 D_GP: 0.026 D_real: 1.128 D_fake: 0.778 (epoch: 519, iters: 462, time: 0.063) G_GAN: 0.269 G_GAN_Feat: 0.942 G_ID: 0.100 G_Rec: 0.403 D_GP: 0.045 D_real: 0.932 D_fake: 0.731 (epoch: 519, iters: 862, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.719 G_ID: 0.096 G_Rec: 0.274 D_GP: 0.032 D_real: 1.080 D_fake: 0.772 (epoch: 519, iters: 1262, time: 0.063) G_GAN: 0.521 G_GAN_Feat: 0.953 G_ID: 0.099 G_Rec: 0.454 D_GP: 0.046 D_real: 1.063 D_fake: 0.486 (epoch: 519, iters: 1662, time: 0.063) G_GAN: 0.493 G_GAN_Feat: 0.717 G_ID: 0.094 G_Rec: 0.293 D_GP: 0.029 D_real: 1.397 D_fake: 0.512 (epoch: 519, iters: 2062, time: 0.063) G_GAN: 0.554 G_GAN_Feat: 0.929 G_ID: 0.139 G_Rec: 0.394 D_GP: 0.035 D_real: 1.066 D_fake: 0.453 (epoch: 519, iters: 2462, time: 0.064) G_GAN: 0.229 G_GAN_Feat: 0.803 G_ID: 0.090 G_Rec: 0.316 D_GP: 0.040 D_real: 0.930 D_fake: 0.773 (epoch: 519, iters: 2862, time: 0.063) G_GAN: 0.438 G_GAN_Feat: 0.982 G_ID: 0.124 G_Rec: 0.421 D_GP: 0.033 D_real: 1.037 D_fake: 0.601 (epoch: 519, iters: 3262, time: 0.063) G_GAN: 0.046 G_GAN_Feat: 0.880 G_ID: 0.100 G_Rec: 0.368 D_GP: 0.046 D_real: 0.724 D_fake: 0.955 (epoch: 519, iters: 3662, time: 0.063) G_GAN: 0.197 G_GAN_Feat: 0.973 G_ID: 0.123 G_Rec: 0.445 D_GP: 0.060 D_real: 0.703 D_fake: 0.803 (epoch: 519, iters: 4062, time: 0.064) G_GAN: 0.162 G_GAN_Feat: 0.694 G_ID: 0.101 G_Rec: 0.291 D_GP: 0.037 D_real: 1.088 D_fake: 0.838 (epoch: 519, iters: 4462, time: 0.063) G_GAN: 0.743 G_GAN_Feat: 1.089 G_ID: 0.100 G_Rec: 0.470 D_GP: 0.155 D_real: 0.759 D_fake: 0.312 (epoch: 519, iters: 4862, time: 0.063) G_GAN: 0.018 G_GAN_Feat: 0.770 G_ID: 0.113 G_Rec: 0.329 D_GP: 0.031 D_real: 0.829 D_fake: 0.982 (epoch: 519, iters: 5262, time: 0.063) G_GAN: 0.506 G_GAN_Feat: 0.995 G_ID: 0.106 G_Rec: 0.445 D_GP: 0.030 D_real: 1.144 D_fake: 0.495 (epoch: 519, iters: 5662, time: 0.064) G_GAN: 0.420 G_GAN_Feat: 0.729 G_ID: 0.080 G_Rec: 0.296 D_GP: 0.037 D_real: 1.238 D_fake: 0.586 (epoch: 519, iters: 6062, time: 0.063) G_GAN: 0.781 G_GAN_Feat: 1.083 G_ID: 0.102 G_Rec: 0.471 D_GP: 0.042 D_real: 1.125 D_fake: 0.250 (epoch: 519, iters: 6462, time: 0.063) G_GAN: 0.183 G_GAN_Feat: 0.864 G_ID: 0.108 G_Rec: 0.334 D_GP: 0.052 D_real: 0.838 D_fake: 0.827 (epoch: 519, iters: 6862, time: 0.063) G_GAN: 0.782 G_GAN_Feat: 1.019 G_ID: 0.120 G_Rec: 0.433 D_GP: 0.047 D_real: 1.197 D_fake: 0.267 (epoch: 519, iters: 7262, time: 0.064) G_GAN: 0.290 G_GAN_Feat: 0.803 G_ID: 0.088 G_Rec: 0.334 D_GP: 0.038 D_real: 1.170 D_fake: 0.717 (epoch: 519, iters: 7662, time: 0.063) G_GAN: 0.183 G_GAN_Feat: 0.998 G_ID: 0.141 G_Rec: 0.473 D_GP: 0.044 D_real: 0.620 D_fake: 0.822 (epoch: 519, iters: 8062, time: 0.063) G_GAN: 0.102 G_GAN_Feat: 0.680 G_ID: 0.098 G_Rec: 0.283 D_GP: 0.032 D_real: 1.063 D_fake: 0.898 (epoch: 519, iters: 8462, time: 0.063) G_GAN: 0.655 G_GAN_Feat: 0.900 G_ID: 0.109 G_Rec: 0.429 D_GP: 0.041 D_real: 1.281 D_fake: 0.431 (epoch: 520, iters: 254, time: 0.064) G_GAN: -0.002 G_GAN_Feat: 0.753 G_ID: 0.097 G_Rec: 0.321 D_GP: 0.034 D_real: 0.779 D_fake: 1.003