================ Training Loss (Sun Nov 19 16:59:25 2023) ================
================ Training Loss (Sun Nov 19 17:03:17 2023) ================
================ Training Loss (Sun Nov 19 17:04:44 2023) ================
(epoch: 1, iters: 100, time comput per image: 0.481, time data mini batch: 0.002) G_tot: 14.107318 G_cycle_A: 4.120004 G_idt_A: 1.460773 G_cycle_B: 3.278681 G_idt_B: 1.880576 G_GAN_D_A_projected_d: 1.460210 G_GAN_D_A_basic: 0.760723 G_GAN_D_B_projected_d: 0.504485 G_GAN_D_B_basic: 0.641866 D_tot: 2.361301 D_GAN_D_A_projected_d: 0.667867 D_GAN_D_A_basic: 0.522195 D_GAN_D_B_projected_d: 0.621212 D_GAN_D_B_basic: 0.550026 
(epoch: 1, iters: 200, time comput per image: 0.468, time data mini batch: 0.002) G_tot: 9.705565 G_cycle_A: 3.377818 G_idt_A: 1.216170 G_cycle_B: 2.913418 G_idt_B: 1.629311 G_GAN_D_A_projected_d: -0.061121 G_GAN_D_A_basic: 0.345680 G_GAN_D_B_projected_d: -0.052480 G_GAN_D_B_basic: 0.336769 D_tot: 1.774259 D_GAN_D_A_projected_d: 0.490056 D_GAN_D_A_basic: 0.280523 D_GAN_D_B_projected_d: 0.705583 D_GAN_D_B_basic: 0.298097 
(epoch: 1, iters: 300, time comput per image: 0.471, time data mini batch: 0.009) G_tot: 10.724858 G_cycle_A: 2.487518 G_idt_A: 0.920525 G_cycle_B: 2.375528 G_idt_B: 1.163836 G_GAN_D_A_projected_d: 2.264439 G_GAN_D_A_basic: 0.519124 G_GAN_D_B_projected_d: 0.668849 G_GAN_D_B_basic: 0.325039 D_tot: 1.387158 D_GAN_D_A_projected_d: 0.338791 D_GAN_D_A_basic: 0.228029 D_GAN_D_B_projected_d: 0.515921 D_GAN_D_B_basic: 0.304418 
(epoch: 1, iters: 400, time comput per image: 0.469, time data mini batch: 0.009) G_tot: 10.604031 G_cycle_A: 2.866450 G_idt_A: 0.986114 G_cycle_B: 2.580153 G_idt_B: 1.448115 G_GAN_D_A_projected_d: 0.453143 G_GAN_D_A_basic: 0.502851 G_GAN_D_B_projected_d: 1.180653 G_GAN_D_B_basic: 0.586551 D_tot: 1.507239 D_GAN_D_A_projected_d: 0.607769 D_GAN_D_A_basic: 0.169148 D_GAN_D_B_projected_d: 0.532973 D_GAN_D_B_basic: 0.197348 
(epoch: 1, iters: 500, time comput per image: 0.471, time data mini batch: 0.005) G_tot: 9.969851 G_cycle_A: 2.563279 G_idt_A: 1.085850 G_cycle_B: 2.581021 G_idt_B: 1.096751 G_GAN_D_A_projected_d: 1.124556 G_GAN_D_A_basic: 0.462407 G_GAN_D_B_projected_d: 0.750444 G_GAN_D_B_basic: 0.305544 D_tot: 1.510041 D_GAN_D_A_projected_d: 0.602210 D_GAN_D_A_basic: 0.190407 D_GAN_D_B_projected_d: 0.520201 D_GAN_D_B_basic: 0.197224 
(epoch: 1, iters: 600, time comput per image: 0.473, time data mini batch: 0.002) G_tot: 11.975412 G_cycle_A: 3.293604 G_idt_A: 0.875415 G_cycle_B: 2.194445 G_idt_B: 1.265611 G_GAN_D_A_projected_d: 1.601498 G_GAN_D_A_basic: 0.382642 G_GAN_D_B_projected_d: 1.856049 G_GAN_D_B_basic: 0.506148 D_tot: 0.894128 D_GAN_D_A_projected_d: 0.214636 D_GAN_D_A_basic: 0.173733 D_GAN_D_B_projected_d: 0.324767 D_GAN_D_B_basic: 0.180991 
================ Training Loss (Sun Nov 19 17:14:10 2023) ================
================ Training Loss (Sun Nov 19 17:15:30 2023) ================
(epoch: 1, iters: 100, time comput per image: 0.498, time data mini batch: 0.002) G_tot_avg: 17.463718 G_cycle_A_avg: 4.790245 G_idt_A_avg: 2.224044 G_cycle_B_avg: 4.803158 G_idt_B_avg: 2.201415 G_GAN_D_A_projected_d_avg: 1.218524 G_GAN_D_A_basic_avg: 0.812269 G_GAN_D_B_projected_d_avg: 0.588520 G_GAN_D_B_basic_avg: 0.825545 D_tot_avg: 2.501576 D_GAN_D_A_projected_d_avg: 0.349428 D_GAN_D_A_basic_avg: 0.670880 D_GAN_D_B_projected_d_avg: 0.772472 D_GAN_D_B_basic_avg: 0.708795 
(epoch: 1, iters: 200, time comput per image: 0.479, time data mini batch: 0.002) G_tot_avg: 13.457052 G_cycle_A_avg: 3.529075 G_idt_A_avg: 1.446919 G_cycle_B_avg: 3.332510 G_idt_B_avg: 1.594830 G_GAN_D_A_projected_d_avg: 1.006145 G_GAN_D_A_basic_avg: 0.579064 G_GAN_D_B_projected_d_avg: 1.469953 G_GAN_D_B_basic_avg: 0.498558 D_tot_avg: 1.576141 D_GAN_D_A_projected_d_avg: 0.338830 D_GAN_D_A_basic_avg: 0.436547 D_GAN_D_B_projected_d_avg: 0.366144 D_GAN_D_B_basic_avg: 0.434620 
(epoch: 1, iters: 300, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 11.199266 G_cycle_A_avg: 3.304550 G_idt_A_avg: 1.214695 G_cycle_B_avg: 2.646221 G_idt_B_avg: 1.426380 G_GAN_D_A_projected_d_avg: 1.293563 G_GAN_D_A_basic_avg: 0.378145 G_GAN_D_B_projected_d_avg: 0.538948 G_GAN_D_B_basic_avg: 0.396764 D_tot_avg: 1.641428 D_GAN_D_A_projected_d_avg: 0.503594 D_GAN_D_A_basic_avg: 0.346832 D_GAN_D_B_projected_d_avg: 0.506749 D_GAN_D_B_basic_avg: 0.284254 
(epoch: 1, iters: 400, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 10.395609 G_cycle_A_avg: 2.983497 G_idt_A_avg: 1.293658 G_cycle_B_avg: 3.031103 G_idt_B_avg: 1.242499 G_GAN_D_A_projected_d_avg: 0.391441 G_GAN_D_A_basic_avg: 0.411434 G_GAN_D_B_projected_d_avg: 0.644779 G_GAN_D_B_basic_avg: 0.397198 D_tot_avg: 1.475165 D_GAN_D_A_projected_d_avg: 0.416086 D_GAN_D_A_basic_avg: 0.299634 D_GAN_D_B_projected_d_avg: 0.517669 D_GAN_D_B_basic_avg: 0.241776 
(epoch: 1, iters: 500, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 11.560783 G_cycle_A_avg: 3.219460 G_idt_A_avg: 1.357989 G_cycle_B_avg: 3.156929 G_idt_B_avg: 1.439676 G_GAN_D_A_projected_d_avg: 1.332469 G_GAN_D_A_basic_avg: 0.383140 G_GAN_D_B_projected_d_avg: 0.268318 G_GAN_D_B_basic_avg: 0.402804 D_tot_avg: 1.219603 D_GAN_D_A_projected_d_avg: 0.314874 D_GAN_D_A_basic_avg: 0.246517 D_GAN_D_B_projected_d_avg: 0.411954 D_GAN_D_B_basic_avg: 0.246258 
================ Training Loss (Sun Nov 19 17:21:13 2023) ================
================ Training Loss (Sun Nov 19 17:22:34 2023) ================
(epoch: 1, iters: 100, time comput per image: 0.477, time data mini batch: 0.002) G_tot_avg: 15.708740 G_cycle_A_avg: 4.528933 G_idt_A_avg: 1.811141 G_cycle_B_avg: 3.979025 G_idt_B_avg: 2.044659 G_GAN_D_A_projected_d_avg: 1.086096 G_GAN_D_A_basic_avg: 0.790390 G_GAN_D_B_projected_d_avg: 0.639539 G_GAN_D_B_basic_avg: 0.828957 D_tot_avg: 2.211998 D_GAN_D_A_projected_d_avg: 0.459238 D_GAN_D_A_basic_avg: 0.550309 D_GAN_D_B_projected_d_avg: 0.488948 D_GAN_D_B_basic_avg: 0.713503 
(epoch: 1, iters: 200, time comput per image: 0.475, time data mini batch: 0.002) G_tot_avg: 12.441513 G_cycle_A_avg: 3.120757 G_idt_A_avg: 1.635769 G_cycle_B_avg: 3.709972 G_idt_B_avg: 1.420740 G_GAN_D_A_projected_d_avg: 0.589773 G_GAN_D_A_basic_avg: 0.453165 G_GAN_D_B_projected_d_avg: 0.886849 G_GAN_D_B_basic_avg: 0.624489 D_tot_avg: 1.553383 D_GAN_D_A_projected_d_avg: 0.373924 D_GAN_D_A_basic_avg: 0.364024 D_GAN_D_B_projected_d_avg: 0.384678 D_GAN_D_B_basic_avg: 0.430757 
(epoch: 1, iters: 300, time comput per image: 0.468, time data mini batch: 0.002) G_tot_avg: 14.547976 G_cycle_A_avg: 4.033960 G_idt_A_avg: 1.665947 G_cycle_B_avg: 3.760640 G_idt_B_avg: 1.733061 G_GAN_D_A_projected_d_avg: 1.192203 G_GAN_D_A_basic_avg: 0.455669 G_GAN_D_B_projected_d_avg: 1.246215 G_GAN_D_B_basic_avg: 0.460281 D_tot_avg: 1.515788 D_GAN_D_A_projected_d_avg: 0.569191 D_GAN_D_A_basic_avg: 0.255132 D_GAN_D_B_projected_d_avg: 0.384665 D_GAN_D_B_basic_avg: 0.306800 
(epoch: 1, iters: 400, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 9.589096 G_cycle_A_avg: 2.795537 G_idt_A_avg: 0.944824 G_cycle_B_avg: 2.177456 G_idt_B_avg: 1.353880 G_GAN_D_A_projected_d_avg: 1.515660 G_GAN_D_A_basic_avg: 0.426877 G_GAN_D_B_projected_d_avg: -0.007053 G_GAN_D_B_basic_avg: 0.381916 D_tot_avg: 1.012040 D_GAN_D_A_projected_d_avg: 0.282146 D_GAN_D_A_basic_avg: 0.199874 D_GAN_D_B_projected_d_avg: 0.285683 D_GAN_D_B_basic_avg: 0.244338 
(epoch: 1, iters: 500, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 11.212221 G_cycle_A_avg: 3.334648 G_idt_A_avg: 0.897341 G_cycle_B_avg: 2.232901 G_idt_B_avg: 1.476045 G_GAN_D_A_projected_d_avg: 0.599921 G_GAN_D_A_basic_avg: 0.349902 G_GAN_D_B_projected_d_avg: 1.864545 G_GAN_D_B_basic_avg: 0.456919 D_tot_avg: 1.938638 D_GAN_D_A_projected_d_avg: 0.704437 D_GAN_D_A_basic_avg: 0.251889 D_GAN_D_B_projected_d_avg: 0.667158 D_GAN_D_B_basic_avg: 0.315153 
(epoch: 1, iters: 600, time comput per image: 0.472, time data mini batch: 0.006) G_tot_avg: 11.388085 G_cycle_A_avg: 2.986961 G_idt_A_avg: 1.088096 G_cycle_B_avg: 2.609200 G_idt_B_avg: 1.274236 G_GAN_D_A_projected_d_avg: 1.649453 G_GAN_D_A_basic_avg: 0.395757 G_GAN_D_B_projected_d_avg: 0.918168 G_GAN_D_B_basic_avg: 0.466214 D_tot_avg: 1.432341 D_GAN_D_A_projected_d_avg: 0.627212 D_GAN_D_A_basic_avg: 0.203145 D_GAN_D_B_projected_d_avg: 0.343221 D_GAN_D_B_basic_avg: 0.258762 
(epoch: 1, iters: 700, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 12.556777 G_cycle_A_avg: 3.050701 G_idt_A_avg: 1.413063 G_cycle_B_avg: 2.968271 G_idt_B_avg: 1.263277 G_GAN_D_A_projected_d_avg: 1.311612 G_GAN_D_A_basic_avg: 0.499431 G_GAN_D_B_projected_d_avg: 1.693061 G_GAN_D_B_basic_avg: 0.357362 D_tot_avg: 1.223224 D_GAN_D_A_projected_d_avg: 0.457409 D_GAN_D_A_basic_avg: 0.192396 D_GAN_D_B_projected_d_avg: 0.373629 D_GAN_D_B_basic_avg: 0.199790 
(epoch: 1, iters: 800, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 13.330549 G_cycle_A_avg: 4.678989 G_idt_A_avg: 0.988084 G_cycle_B_avg: 2.282952 G_idt_B_avg: 1.627317 G_GAN_D_A_projected_d_avg: 0.957860 G_GAN_D_A_basic_avg: 0.559521 G_GAN_D_B_projected_d_avg: 1.738263 G_GAN_D_B_basic_avg: 0.497563 D_tot_avg: 0.948315 D_GAN_D_A_projected_d_avg: 0.364885 D_GAN_D_A_basic_avg: 0.132588 D_GAN_D_B_projected_d_avg: 0.270124 D_GAN_D_B_basic_avg: 0.180718 
(epoch: 1, iters: 900, time comput per image: 0.481, time data mini batch: 0.007) G_tot_avg: 10.958480 G_cycle_A_avg: 2.736448 G_idt_A_avg: 0.815028 G_cycle_B_avg: 2.156273 G_idt_B_avg: 1.149025 G_GAN_D_A_projected_d_avg: 0.838671 G_GAN_D_A_basic_avg: 0.417668 G_GAN_D_B_projected_d_avg: 2.409500 G_GAN_D_B_basic_avg: 0.435867 D_tot_avg: 1.283039 D_GAN_D_A_projected_d_avg: 0.619399 D_GAN_D_A_basic_avg: 0.252342 D_GAN_D_B_projected_d_avg: 0.188186 D_GAN_D_B_basic_avg: 0.223113 
(epoch: 1, iters: 1000, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 11.899827 G_cycle_A_avg: 3.539188 G_idt_A_avg: 0.892511 G_cycle_B_avg: 2.200663 G_idt_B_avg: 1.519325 G_GAN_D_A_projected_d_avg: 1.636373 G_GAN_D_A_basic_avg: 0.309505 G_GAN_D_B_projected_d_avg: 1.471815 G_GAN_D_B_basic_avg: 0.330446 D_tot_avg: 0.964959 D_GAN_D_A_projected_d_avg: 0.218243 D_GAN_D_A_basic_avg: 0.187003 D_GAN_D_B_projected_d_avg: 0.355088 D_GAN_D_B_basic_avg: 0.204626 
(epoch: 1, iters: 1100, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 11.274717 G_cycle_A_avg: 2.953140 G_idt_A_avg: 0.899004 G_cycle_B_avg: 2.095882 G_idt_B_avg: 0.972457 G_GAN_D_A_projected_d_avg: 1.961759 G_GAN_D_A_basic_avg: 0.639904 G_GAN_D_B_projected_d_avg: 1.164476 G_GAN_D_B_basic_avg: 0.588095 D_tot_avg: 1.453375 D_GAN_D_A_projected_d_avg: 0.573445 D_GAN_D_A_basic_avg: 0.147114 D_GAN_D_B_projected_d_avg: 0.548117 D_GAN_D_B_basic_avg: 0.184699 
(epoch: 1, iters: 1200, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 9.814754 G_cycle_A_avg: 2.293217 G_idt_A_avg: 0.881689 G_cycle_B_avg: 2.157615 G_idt_B_avg: 0.793537 G_GAN_D_A_projected_d_avg: 1.360632 G_GAN_D_A_basic_avg: 0.426037 G_GAN_D_B_projected_d_avg: 1.505351 G_GAN_D_B_basic_avg: 0.396676 D_tot_avg: 1.191775 D_GAN_D_A_projected_d_avg: 0.373034 D_GAN_D_A_basic_avg: 0.196391 D_GAN_D_B_projected_d_avg: 0.403603 D_GAN_D_B_basic_avg: 0.218747 
(epoch: 1, iters: 1300, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 10.459455 G_cycle_A_avg: 2.920513 G_idt_A_avg: 0.889993 G_cycle_B_avg: 2.229527 G_idt_B_avg: 1.109080 G_GAN_D_A_projected_d_avg: 1.243662 G_GAN_D_A_basic_avg: 0.471873 G_GAN_D_B_projected_d_avg: 1.230102 G_GAN_D_B_basic_avg: 0.364704 D_tot_avg: 1.058425 D_GAN_D_A_projected_d_avg: 0.290613 D_GAN_D_A_basic_avg: 0.156429 D_GAN_D_B_projected_d_avg: 0.370848 D_GAN_D_B_basic_avg: 0.240535 
(epoch: 1, iters: 1400, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 9.889708 G_cycle_A_avg: 2.096467 G_idt_A_avg: 0.924266 G_cycle_B_avg: 2.721599 G_idt_B_avg: 0.719419 G_GAN_D_A_projected_d_avg: 1.007026 G_GAN_D_A_basic_avg: 0.353103 G_GAN_D_B_projected_d_avg: 1.299117 G_GAN_D_B_basic_avg: 0.768711 D_tot_avg: 1.127429 D_GAN_D_A_projected_d_avg: 0.162733 D_GAN_D_A_basic_avg: 0.147690 D_GAN_D_B_projected_d_avg: 0.648118 D_GAN_D_B_basic_avg: 0.168888 
(epoch: 1, iters: 1500, time comput per image: 0.475, time data mini batch: 0.002) G_tot_avg: 12.531744 G_cycle_A_avg: 2.824361 G_idt_A_avg: 0.842178 G_cycle_B_avg: 2.665451 G_idt_B_avg: 0.995403 G_GAN_D_A_projected_d_avg: 2.303018 G_GAN_D_A_basic_avg: 0.482050 G_GAN_D_B_projected_d_avg: 1.832391 G_GAN_D_B_basic_avg: 0.586893 D_tot_avg: 1.207614 D_GAN_D_A_projected_d_avg: 0.371217 D_GAN_D_A_basic_avg: 0.268049 D_GAN_D_B_projected_d_avg: 0.383505 D_GAN_D_B_basic_avg: 0.184844 
(epoch: 1, iters: 1600, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 10.061052 G_cycle_A_avg: 2.510854 G_idt_A_avg: 0.736098 G_cycle_B_avg: 1.861624 G_idt_B_avg: 0.971742 G_GAN_D_A_projected_d_avg: 1.101900 G_GAN_D_A_basic_avg: 0.287189 G_GAN_D_B_projected_d_avg: 2.110748 G_GAN_D_B_basic_avg: 0.480899 D_tot_avg: 1.278205 D_GAN_D_A_projected_d_avg: 0.441462 D_GAN_D_A_basic_avg: 0.192186 D_GAN_D_B_projected_d_avg: 0.396907 D_GAN_D_B_basic_avg: 0.247650 
(epoch: 1, iters: 1700, time comput per image: 0.474, time data mini batch: 0.002) G_tot_avg: 10.282270 G_cycle_A_avg: 2.620720 G_idt_A_avg: 0.657350 G_cycle_B_avg: 2.002619 G_idt_B_avg: 0.957856 G_GAN_D_A_projected_d_avg: 1.595488 G_GAN_D_A_basic_avg: 0.414483 G_GAN_D_B_projected_d_avg: 1.764938 G_GAN_D_B_basic_avg: 0.268816 D_tot_avg: 1.118368 D_GAN_D_A_projected_d_avg: 0.340765 D_GAN_D_A_basic_avg: 0.254038 D_GAN_D_B_projected_d_avg: 0.252306 D_GAN_D_B_basic_avg: 0.271259 
(epoch: 1, iters: 1800, time comput per image: 0.475, time data mini batch: 0.002) G_tot_avg: 9.898003 G_cycle_A_avg: 2.030452 G_idt_A_avg: 0.786876 G_cycle_B_avg: 1.860187 G_idt_B_avg: 0.637356 G_GAN_D_A_projected_d_avg: 1.929295 G_GAN_D_A_basic_avg: 0.225928 G_GAN_D_B_projected_d_avg: 1.894122 G_GAN_D_B_basic_avg: 0.533787 D_tot_avg: 1.246056 D_GAN_D_A_projected_d_avg: 0.289456 D_GAN_D_A_basic_avg: 0.206735 D_GAN_D_B_projected_d_avg: 0.535962 D_GAN_D_B_basic_avg: 0.213903 
(epoch: 1, iters: 1900, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 10.374002 G_cycle_A_avg: 1.823114 G_idt_A_avg: 0.567935 G_cycle_B_avg: 1.977941 G_idt_B_avg: 0.489154 G_GAN_D_A_projected_d_avg: 2.046588 G_GAN_D_A_basic_avg: 0.414554 G_GAN_D_B_projected_d_avg: 2.430079 G_GAN_D_B_basic_avg: 0.624636 D_tot_avg: 0.834965 D_GAN_D_A_projected_d_avg: 0.202538 D_GAN_D_A_basic_avg: 0.160172 D_GAN_D_B_projected_d_avg: 0.317105 D_GAN_D_B_basic_avg: 0.155150 
(epoch: 1, iters: 2000, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 7.643759 G_cycle_A_avg: 1.524217 G_idt_A_avg: 0.548982 G_cycle_B_avg: 1.599292 G_idt_B_avg: 0.547607 G_GAN_D_A_projected_d_avg: 0.845484 G_GAN_D_A_basic_avg: 0.276900 G_GAN_D_B_projected_d_avg: 1.949002 G_GAN_D_B_basic_avg: 0.352276 D_tot_avg: 1.109131 D_GAN_D_A_projected_d_avg: 0.455750 D_GAN_D_A_basic_avg: 0.273938 D_GAN_D_B_projected_d_avg: 0.200369 D_GAN_D_B_basic_avg: 0.179074 
(epoch: 1, iters: 2100, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 6.225533 G_cycle_A_avg: 1.374889 G_idt_A_avg: 0.396742 G_cycle_B_avg: 1.145345 G_idt_B_avg: 0.468240 G_GAN_D_A_projected_d_avg: 1.351711 G_GAN_D_A_basic_avg: 0.415867 G_GAN_D_B_projected_d_avg: 0.760914 G_GAN_D_B_basic_avg: 0.311824 D_tot_avg: 1.248345 D_GAN_D_A_projected_d_avg: 0.380413 D_GAN_D_A_basic_avg: 0.229955 D_GAN_D_B_projected_d_avg: 0.442845 D_GAN_D_B_basic_avg: 0.195133 
(epoch: 1, iters: 2200, time comput per image: 0.465, time data mini batch: 0.003) G_tot_avg: 7.242997 G_cycle_A_avg: 1.103639 G_idt_A_avg: 0.272471 G_cycle_B_avg: 0.886429 G_idt_B_avg: 0.273506 G_GAN_D_A_projected_d_avg: 2.439523 G_GAN_D_A_basic_avg: 0.689130 G_GAN_D_B_projected_d_avg: 1.163761 G_GAN_D_B_basic_avg: 0.414539 D_tot_avg: 1.199754 D_GAN_D_A_projected_d_avg: 0.617697 D_GAN_D_A_basic_avg: 0.188311 D_GAN_D_B_projected_d_avg: 0.158503 D_GAN_D_B_basic_avg: 0.235242 
(epoch: 1, iters: 2300, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 4.843946 G_cycle_A_avg: 0.796290 G_idt_A_avg: 0.251208 G_cycle_B_avg: 0.958455 G_idt_B_avg: 0.245034 G_GAN_D_A_projected_d_avg: 1.163823 G_GAN_D_A_basic_avg: 0.424618 G_GAN_D_B_projected_d_avg: 0.520245 G_GAN_D_B_basic_avg: 0.484272 D_tot_avg: 1.475589 D_GAN_D_A_projected_d_avg: 0.532190 D_GAN_D_A_basic_avg: 0.191595 D_GAN_D_B_projected_d_avg: 0.600858 D_GAN_D_B_basic_avg: 0.150947 
(epoch: 1, iters: 2400, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 6.759226 G_cycle_A_avg: 0.725125 G_idt_A_avg: 0.194558 G_cycle_B_avg: 0.662756 G_idt_B_avg: 0.211432 G_GAN_D_A_projected_d_avg: 1.797060 G_GAN_D_A_basic_avg: 0.451920 G_GAN_D_B_projected_d_avg: 2.232474 G_GAN_D_B_basic_avg: 0.483901 D_tot_avg: 1.387594 D_GAN_D_A_projected_d_avg: 0.278558 D_GAN_D_A_basic_avg: 0.196126 D_GAN_D_B_projected_d_avg: 0.766944 D_GAN_D_B_basic_avg: 0.145966 
(epoch: 1, iters: 2500, time comput per image: 0.475, time data mini batch: 0.003) G_tot_avg: 7.040956 G_cycle_A_avg: 1.046338 G_idt_A_avg: 0.164449 G_cycle_B_avg: 0.506006 G_idt_B_avg: 0.245551 G_GAN_D_A_projected_d_avg: 1.793738 G_GAN_D_A_basic_avg: 0.481314 G_GAN_D_B_projected_d_avg: 2.028600 G_GAN_D_B_basic_avg: 0.774960 D_tot_avg: 0.863796 D_GAN_D_A_projected_d_avg: 0.230989 D_GAN_D_A_basic_avg: 0.176401 D_GAN_D_B_projected_d_avg: 0.217367 D_GAN_D_B_basic_avg: 0.239040 
(epoch: 1, iters: 2600, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 8.018287 G_cycle_A_avg: 0.720151 G_idt_A_avg: 0.186148 G_cycle_B_avg: 0.654843 G_idt_B_avg: 0.205294 G_GAN_D_A_projected_d_avg: 2.804051 G_GAN_D_A_basic_avg: 0.579105 G_GAN_D_B_projected_d_avg: 2.419760 G_GAN_D_B_basic_avg: 0.448934 D_tot_avg: 0.880424 D_GAN_D_A_projected_d_avg: 0.192746 D_GAN_D_A_basic_avg: 0.228444 D_GAN_D_B_projected_d_avg: 0.261110 D_GAN_D_B_basic_avg: 0.198125 
(epoch: 1, iters: 2700, time comput per image: 0.472, time data mini batch: 0.006) G_tot_avg: 5.040013 G_cycle_A_avg: 0.761595 G_idt_A_avg: 0.236972 G_cycle_B_avg: 0.640478 G_idt_B_avg: 0.187813 G_GAN_D_A_projected_d_avg: 0.620441 G_GAN_D_A_basic_avg: 0.339797 G_GAN_D_B_projected_d_avg: 1.642687 G_GAN_D_B_basic_avg: 0.610232 D_tot_avg: 0.993597 D_GAN_D_A_projected_d_avg: 0.294734 D_GAN_D_A_basic_avg: 0.150499 D_GAN_D_B_projected_d_avg: 0.405677 D_GAN_D_B_basic_avg: 0.142687 
(epoch: 1, iters: 2800, time comput per image: 0.473, time data mini batch: 0.003) G_tot_avg: 4.661777 G_cycle_A_avg: 0.691763 G_idt_A_avg: 0.141097 G_cycle_B_avg: 0.511878 G_idt_B_avg: 0.168233 G_GAN_D_A_projected_d_avg: 0.554318 G_GAN_D_A_basic_avg: 0.522494 G_GAN_D_B_projected_d_avg: 1.543509 G_GAN_D_B_basic_avg: 0.528485 D_tot_avg: 0.976140 D_GAN_D_A_projected_d_avg: 0.429544 D_GAN_D_A_basic_avg: 0.188326 D_GAN_D_B_projected_d_avg: 0.219738 D_GAN_D_B_basic_avg: 0.138532 
(epoch: 1, iters: 2900, time comput per image: 0.474, time data mini batch: 0.002) G_tot_avg: 5.118656 G_cycle_A_avg: 0.377494 G_idt_A_avg: 0.180974 G_cycle_B_avg: 0.523227 G_idt_B_avg: 0.134554 G_GAN_D_A_projected_d_avg: 1.419102 G_GAN_D_A_basic_avg: 0.465732 G_GAN_D_B_projected_d_avg: 1.750624 G_GAN_D_B_basic_avg: 0.266948 D_tot_avg: 1.788100 D_GAN_D_A_projected_d_avg: 0.399197 D_GAN_D_A_basic_avg: 0.265007 D_GAN_D_B_projected_d_avg: 0.901877 D_GAN_D_B_basic_avg: 0.222019 
(epoch: 1, iters: 3000, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 4.856551 G_cycle_A_avg: 0.563655 G_idt_A_avg: 0.161142 G_cycle_B_avg: 0.396995 G_idt_B_avg: 0.181970 G_GAN_D_A_projected_d_avg: 0.917919 G_GAN_D_A_basic_avg: 0.323614 G_GAN_D_B_projected_d_avg: 1.742835 G_GAN_D_B_basic_avg: 0.568419 D_tot_avg: 1.172368 D_GAN_D_A_projected_d_avg: 0.268745 D_GAN_D_A_basic_avg: 0.213054 D_GAN_D_B_projected_d_avg: 0.489560 D_GAN_D_B_basic_avg: 0.201009 
(epoch: 1, iters: 3100, time comput per image: 0.477, time data mini batch: 0.002) G_tot_avg: 5.679617 G_cycle_A_avg: 0.568196 G_idt_A_avg: 0.123378 G_cycle_B_avg: 0.420581 G_idt_B_avg: 0.192171 G_GAN_D_A_projected_d_avg: 1.138635 G_GAN_D_A_basic_avg: 0.619379 G_GAN_D_B_projected_d_avg: 2.441085 G_GAN_D_B_basic_avg: 0.176193 D_tot_avg: 1.417473 D_GAN_D_A_projected_d_avg: 0.351224 D_GAN_D_A_basic_avg: 0.310899 D_GAN_D_B_projected_d_avg: 0.549415 D_GAN_D_B_basic_avg: 0.205935 
(epoch: 1, iters: 3200, time comput per image: 0.485, time data mini batch: 0.002) G_tot_avg: 3.823240 G_cycle_A_avg: 0.523172 G_idt_A_avg: 0.161337 G_cycle_B_avg: 0.468045 G_idt_B_avg: 0.183878 G_GAN_D_A_projected_d_avg: 0.761675 G_GAN_D_A_basic_avg: 0.320811 G_GAN_D_B_projected_d_avg: 0.950363 G_GAN_D_B_basic_avg: 0.453960 D_tot_avg: 1.209665 D_GAN_D_A_projected_d_avg: 0.345425 D_GAN_D_A_basic_avg: 0.267956 D_GAN_D_B_projected_d_avg: 0.427163 D_GAN_D_B_basic_avg: 0.169121 
(epoch: 1, iters: 3300, time comput per image: 0.469, time data mini batch: 0.002) G_tot_avg: 7.885978 G_cycle_A_avg: 0.756314 G_idt_A_avg: 0.149708 G_cycle_B_avg: 0.478816 G_idt_B_avg: 0.132416 G_GAN_D_A_projected_d_avg: 2.377478 G_GAN_D_A_basic_avg: 0.662731 G_GAN_D_B_projected_d_avg: 2.372485 G_GAN_D_B_basic_avg: 0.956030 D_tot_avg: 0.568103 D_GAN_D_A_projected_d_avg: 0.085437 D_GAN_D_A_basic_avg: 0.080079 D_GAN_D_B_projected_d_avg: 0.266051 D_GAN_D_B_basic_avg: 0.136535 
(epoch: 1, iters: 3400, time comput per image: 0.469, time data mini batch: 0.004) G_tot_avg: 6.810261 G_cycle_A_avg: 0.576346 G_idt_A_avg: 0.190421 G_cycle_B_avg: 0.557948 G_idt_B_avg: 0.164678 G_GAN_D_A_projected_d_avg: 2.188455 G_GAN_D_A_basic_avg: 0.471635 G_GAN_D_B_projected_d_avg: 2.241820 G_GAN_D_B_basic_avg: 0.418958 D_tot_avg: 0.802310 D_GAN_D_A_projected_d_avg: 0.272126 D_GAN_D_A_basic_avg: 0.186190 D_GAN_D_B_projected_d_avg: 0.226698 D_GAN_D_B_basic_avg: 0.117296 
(epoch: 1, iters: 3500, time comput per image: 0.473, time data mini batch: 0.003) G_tot_avg: 5.749331 G_cycle_A_avg: 0.638365 G_idt_A_avg: 0.179780 G_cycle_B_avg: 0.607905 G_idt_B_avg: 0.198008 G_GAN_D_A_projected_d_avg: 1.506361 G_GAN_D_A_basic_avg: 0.599390 G_GAN_D_B_projected_d_avg: 1.716711 G_GAN_D_B_basic_avg: 0.302813 D_tot_avg: 0.969838 D_GAN_D_A_projected_d_avg: 0.259845 D_GAN_D_A_basic_avg: 0.222031 D_GAN_D_B_projected_d_avg: 0.312965 D_GAN_D_B_basic_avg: 0.174998 
(epoch: 1, iters: 3600, time comput per image: 0.476, time data mini batch: 0.002) G_tot_avg: 7.105845 G_cycle_A_avg: 0.586715 G_idt_A_avg: 0.211192 G_cycle_B_avg: 0.647184 G_idt_B_avg: 0.168613 G_GAN_D_A_projected_d_avg: 1.593016 G_GAN_D_A_basic_avg: 0.452180 G_GAN_D_B_projected_d_avg: 2.940570 G_GAN_D_B_basic_avg: 0.506375 D_tot_avg: 0.655590 D_GAN_D_A_projected_d_avg: 0.136229 D_GAN_D_A_basic_avg: 0.158723 D_GAN_D_B_projected_d_avg: 0.198779 D_GAN_D_B_basic_avg: 0.161858 
(epoch: 1, iters: 3700, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 6.653247 G_cycle_A_avg: 0.535588 G_idt_A_avg: 0.165786 G_cycle_B_avg: 0.449472 G_idt_B_avg: 0.114625 G_GAN_D_A_projected_d_avg: 2.347997 G_GAN_D_A_basic_avg: 0.490122 G_GAN_D_B_projected_d_avg: 1.890396 G_GAN_D_B_basic_avg: 0.659261 D_tot_avg: 0.762729 D_GAN_D_A_projected_d_avg: 0.178455 D_GAN_D_A_basic_avg: 0.118165 D_GAN_D_B_projected_d_avg: 0.277188 D_GAN_D_B_basic_avg: 0.188920 
(epoch: 1, iters: 3800, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 6.842105 G_cycle_A_avg: 0.790104 G_idt_A_avg: 0.190199 G_cycle_B_avg: 0.470444 G_idt_B_avg: 0.086170 G_GAN_D_A_projected_d_avg: 1.587246 G_GAN_D_A_basic_avg: 0.495779 G_GAN_D_B_projected_d_avg: 2.476454 G_GAN_D_B_basic_avg: 0.745709 D_tot_avg: 0.855140 D_GAN_D_A_projected_d_avg: 0.179212 D_GAN_D_A_basic_avg: 0.112913 D_GAN_D_B_projected_d_avg: 0.396174 D_GAN_D_B_basic_avg: 0.166841 
(epoch: 1, iters: 3900, time comput per image: 0.469, time data mini batch: 0.002) G_tot_avg: 6.193195 G_cycle_A_avg: 0.742952 G_idt_A_avg: 0.152305 G_cycle_B_avg: 0.467504 G_idt_B_avg: 0.096271 G_GAN_D_A_projected_d_avg: 1.279913 G_GAN_D_A_basic_avg: 0.385059 G_GAN_D_B_projected_d_avg: 2.223313 G_GAN_D_B_basic_avg: 0.845877 D_tot_avg: 0.836105 D_GAN_D_A_projected_d_avg: 0.274316 D_GAN_D_A_basic_avg: 0.126931 D_GAN_D_B_projected_d_avg: 0.255717 D_GAN_D_B_basic_avg: 0.179142 
(epoch: 1, iters: 4000, time comput per image: 0.470, time data mini batch: 0.011) G_tot_avg: 5.886905 G_cycle_A_avg: 0.540460 G_idt_A_avg: 0.188075 G_cycle_B_avg: 0.502092 G_idt_B_avg: 0.142542 G_GAN_D_A_projected_d_avg: 2.628005 G_GAN_D_A_basic_avg: 0.565552 G_GAN_D_B_projected_d_avg: 0.861482 G_GAN_D_B_basic_avg: 0.458698 D_tot_avg: 1.665381 D_GAN_D_A_projected_d_avg: 0.630686 D_GAN_D_A_basic_avg: 0.254368 D_GAN_D_B_projected_d_avg: 0.568676 D_GAN_D_B_basic_avg: 0.211652 
(epoch: 1, iters: 4100, time comput per image: 0.482, time data mini batch: 0.002) G_tot_avg: 8.537911 G_cycle_A_avg: 0.812391 G_idt_A_avg: 0.140264 G_cycle_B_avg: 0.486285 G_idt_B_avg: 0.088777 G_GAN_D_A_projected_d_avg: 2.315646 G_GAN_D_A_basic_avg: 0.547327 G_GAN_D_B_projected_d_avg: 3.400095 G_GAN_D_B_basic_avg: 0.747126 D_tot_avg: 0.394240 D_GAN_D_A_projected_d_avg: 0.063366 D_GAN_D_A_basic_avg: 0.097588 D_GAN_D_B_projected_d_avg: 0.086317 D_GAN_D_B_basic_avg: 0.146969 
(epoch: 1, iters: 4200, time comput per image: 0.472, time data mini batch: 0.006) G_tot_avg: 7.655167 G_cycle_A_avg: 0.468801 G_idt_A_avg: 0.121466 G_cycle_B_avg: 0.452542 G_idt_B_avg: 0.141475 G_GAN_D_A_projected_d_avg: 2.788033 G_GAN_D_A_basic_avg: 0.471643 G_GAN_D_B_projected_d_avg: 2.724777 G_GAN_D_B_basic_avg: 0.486429 D_tot_avg: 0.577512 D_GAN_D_A_projected_d_avg: 0.088474 D_GAN_D_A_basic_avg: 0.149897 D_GAN_D_B_projected_d_avg: 0.217214 D_GAN_D_B_basic_avg: 0.121927 
(epoch: 1, iters: 4300, time comput per image: 0.475, time data mini batch: 0.002) G_tot_avg: 6.622087 G_cycle_A_avg: 0.481966 G_idt_A_avg: 0.172828 G_cycle_B_avg: 0.507182 G_idt_B_avg: 0.129891 G_GAN_D_A_projected_d_avg: 2.144110 G_GAN_D_A_basic_avg: 0.690169 G_GAN_D_B_projected_d_avg: 2.057097 G_GAN_D_B_basic_avg: 0.438844 D_tot_avg: 0.667804 D_GAN_D_A_projected_d_avg: 0.178924 D_GAN_D_A_basic_avg: 0.145843 D_GAN_D_B_projected_d_avg: 0.199863 D_GAN_D_B_basic_avg: 0.143174 
(epoch: 1, iters: 4400, time comput per image: 0.473, time data mini batch: 0.003) G_tot_avg: 6.873029 G_cycle_A_avg: 0.488508 G_idt_A_avg: 0.160747 G_cycle_B_avg: 0.406038 G_idt_B_avg: 0.113281 G_GAN_D_A_projected_d_avg: 1.990268 G_GAN_D_A_basic_avg: 0.344612 G_GAN_D_B_projected_d_avg: 2.725760 G_GAN_D_B_basic_avg: 0.643815 D_tot_avg: 1.164797 D_GAN_D_A_projected_d_avg: 0.543504 D_GAN_D_A_basic_avg: 0.231859 D_GAN_D_B_projected_d_avg: 0.143154 D_GAN_D_B_basic_avg: 0.246280 
(epoch: 1, iters: 4500, time comput per image: 0.469, time data mini batch: 0.003) G_tot_avg: 6.105849 G_cycle_A_avg: 0.608198 G_idt_A_avg: 0.175015 G_cycle_B_avg: 0.456971 G_idt_B_avg: 0.130213 G_GAN_D_A_projected_d_avg: 2.596607 G_GAN_D_A_basic_avg: 0.439389 G_GAN_D_B_projected_d_avg: 1.534088 G_GAN_D_B_basic_avg: 0.165369 D_tot_avg: 1.167146 D_GAN_D_A_projected_d_avg: 0.273136 D_GAN_D_A_basic_avg: 0.365201 D_GAN_D_B_projected_d_avg: 0.249597 D_GAN_D_B_basic_avg: 0.279212 
(epoch: 1, iters: 4600, time comput per image: 0.484, time data mini batch: 0.002) G_tot_avg: 7.888573 G_cycle_A_avg: 0.510372 G_idt_A_avg: 0.175952 G_cycle_B_avg: 0.434484 G_idt_B_avg: 0.105567 G_GAN_D_A_projected_d_avg: 3.144665 G_GAN_D_A_basic_avg: 0.493643 G_GAN_D_B_projected_d_avg: 2.585690 G_GAN_D_B_basic_avg: 0.438199 D_tot_avg: 0.888301 D_GAN_D_A_projected_d_avg: 0.164329 D_GAN_D_A_basic_avg: 0.190747 D_GAN_D_B_projected_d_avg: 0.351905 D_GAN_D_B_basic_avg: 0.181320 
(epoch: 1, iters: 4700, time comput per image: 0.482, time data mini batch: 0.002) G_tot_avg: 7.569348 G_cycle_A_avg: 0.887211 G_idt_A_avg: 0.186074 G_cycle_B_avg: 0.551529 G_idt_B_avg: 0.224020 G_GAN_D_A_projected_d_avg: 2.285997 G_GAN_D_A_basic_avg: 0.460949 G_GAN_D_B_projected_d_avg: 2.419603 G_GAN_D_B_basic_avg: 0.553964 D_tot_avg: 0.671979 D_GAN_D_A_projected_d_avg: 0.087318 D_GAN_D_A_basic_avg: 0.195417 D_GAN_D_B_projected_d_avg: 0.256266 D_GAN_D_B_basic_avg: 0.132978 
(epoch: 1, iters: 4800, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 6.191496 G_cycle_A_avg: 0.539637 G_idt_A_avg: 0.170281 G_cycle_B_avg: 0.482266 G_idt_B_avg: 0.142616 G_GAN_D_A_projected_d_avg: 2.445289 G_GAN_D_A_basic_avg: 0.463197 G_GAN_D_B_projected_d_avg: 1.503218 G_GAN_D_B_basic_avg: 0.444993 D_tot_avg: 0.904814 D_GAN_D_A_projected_d_avg: 0.288162 D_GAN_D_A_basic_avg: 0.154672 D_GAN_D_B_projected_d_avg: 0.257263 D_GAN_D_B_basic_avg: 0.204717 
(epoch: 1, iters: 4900, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 6.225455 G_cycle_A_avg: 0.694033 G_idt_A_avg: 0.153436 G_cycle_B_avg: 0.695060 G_idt_B_avg: 0.165710 G_GAN_D_A_projected_d_avg: 2.070232 G_GAN_D_A_basic_avg: 0.502194 G_GAN_D_B_projected_d_avg: 1.572189 G_GAN_D_B_basic_avg: 0.372603 D_tot_avg: 0.707924 D_GAN_D_A_projected_d_avg: 0.193856 D_GAN_D_A_basic_avg: 0.134183 D_GAN_D_B_projected_d_avg: 0.231198 D_GAN_D_B_basic_avg: 0.148687 
(epoch: 1, iters: 5000, time comput per image: 0.478, time data mini batch: 0.002) G_tot_avg: 5.762092 G_cycle_A_avg: 0.777949 G_idt_A_avg: 0.184330 G_cycle_B_avg: 0.598553 G_idt_B_avg: 0.179785 G_GAN_D_A_projected_d_avg: 1.006679 G_GAN_D_A_basic_avg: 0.287022 G_GAN_D_B_projected_d_avg: 2.431104 G_GAN_D_B_basic_avg: 0.296671 D_tot_avg: 0.783313 D_GAN_D_A_projected_d_avg: 0.118762 D_GAN_D_A_basic_avg: 0.200007 D_GAN_D_B_projected_d_avg: 0.276736 D_GAN_D_B_basic_avg: 0.187809 
(epoch: 1, iters: 5100, time comput per image: 0.470, time data mini batch: 0.005) G_tot_avg: 5.615136 G_cycle_A_avg: 0.507080 G_idt_A_avg: 0.177476 G_cycle_B_avg: 0.695348 G_idt_B_avg: 0.138124 G_GAN_D_A_projected_d_avg: 1.469707 G_GAN_D_A_basic_avg: 0.601384 G_GAN_D_B_projected_d_avg: 1.757966 G_GAN_D_B_basic_avg: 0.268051 D_tot_avg: 1.165598 D_GAN_D_A_projected_d_avg: 0.545884 D_GAN_D_A_basic_avg: 0.169476 D_GAN_D_B_projected_d_avg: 0.259787 D_GAN_D_B_basic_avg: 0.190450 
(epoch: 1, iters: 5200, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 4.394244 G_cycle_A_avg: 0.654576 G_idt_A_avg: 0.184140 G_cycle_B_avg: 0.590742 G_idt_B_avg: 0.116608 G_GAN_D_A_projected_d_avg: 0.643461 G_GAN_D_A_basic_avg: 0.530120 G_GAN_D_B_projected_d_avg: 1.177137 G_GAN_D_B_basic_avg: 0.497461 D_tot_avg: 0.640237 D_GAN_D_A_projected_d_avg: 0.157169 D_GAN_D_A_basic_avg: 0.186104 D_GAN_D_B_projected_d_avg: 0.164187 D_GAN_D_B_basic_avg: 0.132777 
(epoch: 1, iters: 5300, time comput per image: 0.472, time data mini batch: 0.005) G_tot_avg: 8.227477 G_cycle_A_avg: 0.730263 G_idt_A_avg: 0.203363 G_cycle_B_avg: 0.576211 G_idt_B_avg: 0.095157 G_GAN_D_A_projected_d_avg: 2.083173 G_GAN_D_A_basic_avg: 0.537083 G_GAN_D_B_projected_d_avg: 3.378616 G_GAN_D_B_basic_avg: 0.623611 D_tot_avg: 0.613945 D_GAN_D_A_projected_d_avg: 0.106478 D_GAN_D_A_basic_avg: 0.089321 D_GAN_D_B_projected_d_avg: 0.237457 D_GAN_D_B_basic_avg: 0.180689 
(epoch: 1, iters: 5400, time comput per image: 0.469, time data mini batch: 0.002) G_tot_avg: 6.800001 G_cycle_A_avg: 0.926889 G_idt_A_avg: 0.206885 G_cycle_B_avg: 0.724244 G_idt_B_avg: 0.183973 G_GAN_D_A_projected_d_avg: 0.977486 G_GAN_D_A_basic_avg: 0.567750 G_GAN_D_B_projected_d_avg: 2.666324 G_GAN_D_B_basic_avg: 0.546451 D_tot_avg: 0.717852 D_GAN_D_A_projected_d_avg: 0.324831 D_GAN_D_A_basic_avg: 0.080570 D_GAN_D_B_projected_d_avg: 0.203222 D_GAN_D_B_basic_avg: 0.109228 
(epoch: 1, iters: 5500, time comput per image: 0.477, time data mini batch: 0.002) G_tot_avg: 5.142573 G_cycle_A_avg: 0.678618 G_idt_A_avg: 0.185023 G_cycle_B_avg: 0.660634 G_idt_B_avg: 0.228878 G_GAN_D_A_projected_d_avg: 1.342210 G_GAN_D_A_basic_avg: 0.481755 G_GAN_D_B_projected_d_avg: 1.235119 G_GAN_D_B_basic_avg: 0.330337 D_tot_avg: 0.986032 D_GAN_D_A_projected_d_avg: 0.299138 D_GAN_D_A_basic_avg: 0.219922 D_GAN_D_B_projected_d_avg: 0.349453 D_GAN_D_B_basic_avg: 0.117519 
(epoch: 1, iters: 5600, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 4.684764 G_cycle_A_avg: 0.635806 G_idt_A_avg: 0.187951 G_cycle_B_avg: 0.673547 G_idt_B_avg: 0.165632 G_GAN_D_A_projected_d_avg: 0.572312 G_GAN_D_A_basic_avg: 0.403110 G_GAN_D_B_projected_d_avg: 1.462837 G_GAN_D_B_basic_avg: 0.583569 D_tot_avg: 0.764105 D_GAN_D_A_projected_d_avg: 0.393754 D_GAN_D_A_basic_avg: 0.127673 D_GAN_D_B_projected_d_avg: 0.122837 D_GAN_D_B_basic_avg: 0.119841 
(epoch: 1, iters: 5700, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 7.799772 G_cycle_A_avg: 0.651890 G_idt_A_avg: 0.168779 G_cycle_B_avg: 0.632646 G_idt_B_avg: 0.137690 G_GAN_D_A_projected_d_avg: 1.095691 G_GAN_D_A_basic_avg: 0.417633 G_GAN_D_B_projected_d_avg: 3.867208 G_GAN_D_B_basic_avg: 0.828236 D_tot_avg: 0.851440 D_GAN_D_A_projected_d_avg: 0.366590 D_GAN_D_A_basic_avg: 0.131245 D_GAN_D_B_projected_d_avg: 0.174155 D_GAN_D_B_basic_avg: 0.179450 
(epoch: 1, iters: 5800, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 8.677830 G_cycle_A_avg: 1.218322 G_idt_A_avg: 0.166661 G_cycle_B_avg: 0.676921 G_idt_B_avg: 0.473750 G_GAN_D_A_projected_d_avg: 2.024985 G_GAN_D_A_basic_avg: 0.632202 G_GAN_D_B_projected_d_avg: 3.115406 G_GAN_D_B_basic_avg: 0.369582 D_tot_avg: 0.768004 D_GAN_D_A_projected_d_avg: 0.203362 D_GAN_D_A_basic_avg: 0.173311 D_GAN_D_B_projected_d_avg: 0.175025 D_GAN_D_B_basic_avg: 0.216305 
(epoch: 1, iters: 5900, time comput per image: 0.479, time data mini batch: 0.002) G_tot_avg: 4.927613 G_cycle_A_avg: 0.461081 G_idt_A_avg: 0.162813 G_cycle_B_avg: 0.498166 G_idt_B_avg: 0.122506 G_GAN_D_A_projected_d_avg: 1.509163 G_GAN_D_A_basic_avg: 0.355100 G_GAN_D_B_projected_d_avg: 1.440788 G_GAN_D_B_basic_avg: 0.377997 D_tot_avg: 1.208035 D_GAN_D_A_projected_d_avg: 0.307526 D_GAN_D_A_basic_avg: 0.195759 D_GAN_D_B_projected_d_avg: 0.476889 D_GAN_D_B_basic_avg: 0.227861 
(epoch: 1, iters: 6000, time comput per image: 0.469, time data mini batch: 0.009) G_tot_avg: 7.157792 G_cycle_A_avg: 0.513368 G_idt_A_avg: 0.119884 G_cycle_B_avg: 0.359818 G_idt_B_avg: 0.098256 G_GAN_D_A_projected_d_avg: 3.001768 G_GAN_D_A_basic_avg: 0.711436 G_GAN_D_B_projected_d_avg: 1.925253 G_GAN_D_B_basic_avg: 0.428008 D_tot_avg: 0.577800 D_GAN_D_A_projected_d_avg: 0.071955 D_GAN_D_A_basic_avg: 0.158434 D_GAN_D_B_projected_d_avg: 0.249862 D_GAN_D_B_basic_avg: 0.097549 
(epoch: 1, iters: 6100, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 6.293440 G_cycle_A_avg: 0.434882 G_idt_A_avg: 0.151103 G_cycle_B_avg: 0.403678 G_idt_B_avg: 0.074325 G_GAN_D_A_projected_d_avg: 2.101322 G_GAN_D_A_basic_avg: 0.432920 G_GAN_D_B_projected_d_avg: 2.384368 G_GAN_D_B_basic_avg: 0.310843 D_tot_avg: 0.742832 D_GAN_D_A_projected_d_avg: 0.201845 D_GAN_D_A_basic_avg: 0.193108 D_GAN_D_B_projected_d_avg: 0.133904 D_GAN_D_B_basic_avg: 0.213975 
(epoch: 1, iters: 6200, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 6.559046 G_cycle_A_avg: 0.702092 G_idt_A_avg: 0.167118 G_cycle_B_avg: 0.382169 G_idt_B_avg: 0.145181 G_GAN_D_A_projected_d_avg: 3.184674 G_GAN_D_A_basic_avg: 0.354549 G_GAN_D_B_projected_d_avg: 1.050398 G_GAN_D_B_basic_avg: 0.572865 D_tot_avg: 0.809427 D_GAN_D_A_projected_d_avg: 0.135480 D_GAN_D_A_basic_avg: 0.279104 D_GAN_D_B_projected_d_avg: 0.200906 D_GAN_D_B_basic_avg: 0.193938 
(epoch: 1, iters: 6300, time comput per image: 0.463, time data mini batch: 0.002) G_tot_avg: 7.234251 G_cycle_A_avg: 0.619577 G_idt_A_avg: 0.164556 G_cycle_B_avg: 0.454728 G_idt_B_avg: 0.075792 G_GAN_D_A_projected_d_avg: 2.415069 G_GAN_D_A_basic_avg: 0.689511 G_GAN_D_B_projected_d_avg: 2.251886 G_GAN_D_B_basic_avg: 0.563131 D_tot_avg: 0.341865 D_GAN_D_A_projected_d_avg: 0.034984 D_GAN_D_A_basic_avg: 0.099393 D_GAN_D_B_projected_d_avg: 0.118944 D_GAN_D_B_basic_avg: 0.088544 
(epoch: 1, iters: 6400, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 6.738166 G_cycle_A_avg: 0.719263 G_idt_A_avg: 0.157245 G_cycle_B_avg: 0.505645 G_idt_B_avg: 0.188032 G_GAN_D_A_projected_d_avg: 1.718441 G_GAN_D_A_basic_avg: 0.516760 G_GAN_D_B_projected_d_avg: 2.523879 G_GAN_D_B_basic_avg: 0.408901 D_tot_avg: 0.616294 D_GAN_D_A_projected_d_avg: 0.058938 D_GAN_D_A_basic_avg: 0.154560 D_GAN_D_B_projected_d_avg: 0.252151 D_GAN_D_B_basic_avg: 0.150645 
(epoch: 1, iters: 6500, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 6.711994 G_cycle_A_avg: 0.547598 G_idt_A_avg: 0.194327 G_cycle_B_avg: 0.484563 G_idt_B_avg: 0.113227 G_GAN_D_A_projected_d_avg: 2.709877 G_GAN_D_A_basic_avg: 0.210231 G_GAN_D_B_projected_d_avg: 1.759497 G_GAN_D_B_basic_avg: 0.692672 D_tot_avg: 0.965396 D_GAN_D_A_projected_d_avg: 0.303255 D_GAN_D_A_basic_avg: 0.200465 D_GAN_D_B_projected_d_avg: 0.215176 D_GAN_D_B_basic_avg: 0.246500 
(epoch: 1, iters: 6600, time comput per image: 0.473, time data mini batch: 0.003) G_tot_avg: 7.883863 G_cycle_A_avg: 0.495688 G_idt_A_avg: 0.154345 G_cycle_B_avg: 0.551809 G_idt_B_avg: 0.142448 G_GAN_D_A_projected_d_avg: 2.160367 G_GAN_D_A_basic_avg: 0.740062 G_GAN_D_B_projected_d_avg: 3.316912 G_GAN_D_B_basic_avg: 0.322233 D_tot_avg: 0.514170 D_GAN_D_A_projected_d_avg: 0.150543 D_GAN_D_A_basic_avg: 0.132620 D_GAN_D_B_projected_d_avg: 0.094357 D_GAN_D_B_basic_avg: 0.136651 
(epoch: 1, iters: 6700, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 7.522725 G_cycle_A_avg: 0.729237 G_idt_A_avg: 0.246068 G_cycle_B_avg: 0.580292 G_idt_B_avg: 0.105939 G_GAN_D_A_projected_d_avg: 2.606325 G_GAN_D_A_basic_avg: 0.397794 G_GAN_D_B_projected_d_avg: 2.228686 G_GAN_D_B_basic_avg: 0.628383 D_tot_avg: 0.642300 D_GAN_D_A_projected_d_avg: 0.165806 D_GAN_D_A_basic_avg: 0.115357 D_GAN_D_B_projected_d_avg: 0.204587 D_GAN_D_B_basic_avg: 0.156551 
(epoch: 2, iters: 70, time comput per image: 0.482, time data mini batch: 0.004) G_tot_avg: 6.495539 G_cycle_A_avg: 0.629380 G_idt_A_avg: 0.189272 G_cycle_B_avg: 0.673620 G_idt_B_avg: 0.126247 G_GAN_D_A_projected_d_avg: 1.945958 G_GAN_D_A_basic_avg: 0.657709 G_GAN_D_B_projected_d_avg: 1.963081 G_GAN_D_B_basic_avg: 0.310271 D_tot_avg: 0.984775 D_GAN_D_A_projected_d_avg: 0.224873 D_GAN_D_A_basic_avg: 0.146181 D_GAN_D_B_projected_d_avg: 0.407747 D_GAN_D_B_basic_avg: 0.205974 
(epoch: 2, iters: 170, time comput per image: 0.465, time data mini batch: 0.007) G_tot_avg: 5.113608 G_cycle_A_avg: 0.767931 G_idt_A_avg: 0.202162 G_cycle_B_avg: 0.750704 G_idt_B_avg: 0.265648 G_GAN_D_A_projected_d_avg: 1.486350 G_GAN_D_A_basic_avg: 0.457651 G_GAN_D_B_projected_d_avg: 0.915688 G_GAN_D_B_basic_avg: 0.267475 D_tot_avg: 1.016889 D_GAN_D_A_projected_d_avg: 0.486915 D_GAN_D_A_basic_avg: 0.229160 D_GAN_D_B_projected_d_avg: 0.139038 D_GAN_D_B_basic_avg: 0.161776 
(epoch: 2, iters: 270, time comput per image: 0.469, time data mini batch: 0.004) G_tot_avg: 7.559216 G_cycle_A_avg: 0.844796 G_idt_A_avg: 0.163812 G_cycle_B_avg: 0.843507 G_idt_B_avg: 0.216898 G_GAN_D_A_projected_d_avg: 1.791206 G_GAN_D_A_basic_avg: 0.663851 G_GAN_D_B_projected_d_avg: 2.659558 G_GAN_D_B_basic_avg: 0.375587 D_tot_avg: 0.763286 D_GAN_D_A_projected_d_avg: 0.180346 D_GAN_D_A_basic_avg: 0.145706 D_GAN_D_B_projected_d_avg: 0.357455 D_GAN_D_B_basic_avg: 0.079779 
(epoch: 2, iters: 370, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 9.093588 G_cycle_A_avg: 0.842610 G_idt_A_avg: 0.211090 G_cycle_B_avg: 0.617674 G_idt_B_avg: 0.150789 G_GAN_D_A_projected_d_avg: 2.735150 G_GAN_D_A_basic_avg: 0.304813 G_GAN_D_B_projected_d_avg: 3.453695 G_GAN_D_B_basic_avg: 0.777768 D_tot_avg: 0.644561 D_GAN_D_A_projected_d_avg: 0.022805 D_GAN_D_A_basic_avg: 0.187233 D_GAN_D_B_projected_d_avg: 0.357707 D_GAN_D_B_basic_avg: 0.076816 
(epoch: 2, iters: 470, time comput per image: 0.470, time data mini batch: 0.006) G_tot_avg: 6.881646 G_cycle_A_avg: 0.645838 G_idt_A_avg: 0.173195 G_cycle_B_avg: 0.515460 G_idt_B_avg: 0.116760 G_GAN_D_A_projected_d_avg: 2.111197 G_GAN_D_A_basic_avg: 0.565309 G_GAN_D_B_projected_d_avg: 2.176021 G_GAN_D_B_basic_avg: 0.577866 D_tot_avg: 0.452381 D_GAN_D_A_projected_d_avg: 0.173044 D_GAN_D_A_basic_avg: 0.140282 D_GAN_D_B_projected_d_avg: 0.075467 D_GAN_D_B_basic_avg: 0.063588 
(epoch: 2, iters: 570, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 5.900637 G_cycle_A_avg: 0.574732 G_idt_A_avg: 0.166781 G_cycle_B_avg: 0.421178 G_idt_B_avg: 0.065404 G_GAN_D_A_projected_d_avg: 2.137195 G_GAN_D_A_basic_avg: 0.459464 G_GAN_D_B_projected_d_avg: 1.629335 G_GAN_D_B_basic_avg: 0.446547 D_tot_avg: 0.866686 D_GAN_D_A_projected_d_avg: 0.193716 D_GAN_D_A_basic_avg: 0.143568 D_GAN_D_B_projected_d_avg: 0.366312 D_GAN_D_B_basic_avg: 0.163090 
(epoch: 2, iters: 670, time comput per image: 0.478, time data mini batch: 0.008) G_tot_avg: 5.925919 G_cycle_A_avg: 0.647090 G_idt_A_avg: 0.191831 G_cycle_B_avg: 0.519739 G_idt_B_avg: 0.099897 G_GAN_D_A_projected_d_avg: 1.377145 G_GAN_D_A_basic_avg: 0.587451 G_GAN_D_B_projected_d_avg: 2.075906 G_GAN_D_B_basic_avg: 0.426861 D_tot_avg: 0.786858 D_GAN_D_A_projected_d_avg: 0.220298 D_GAN_D_A_basic_avg: 0.142944 D_GAN_D_B_projected_d_avg: 0.226207 D_GAN_D_B_basic_avg: 0.197409 
(epoch: 2, iters: 770, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 5.519019 G_cycle_A_avg: 0.563865 G_idt_A_avg: 0.139527 G_cycle_B_avg: 0.456760 G_idt_B_avg: 0.118355 G_GAN_D_A_projected_d_avg: 2.426518 G_GAN_D_A_basic_avg: 0.677314 G_GAN_D_B_projected_d_avg: 0.853007 G_GAN_D_B_basic_avg: 0.283671 D_tot_avg: 1.048334 D_GAN_D_A_projected_d_avg: 0.402662 D_GAN_D_A_basic_avg: 0.128934 D_GAN_D_B_projected_d_avg: 0.379127 D_GAN_D_B_basic_avg: 0.137612 
(epoch: 2, iters: 870, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 8.635032 G_cycle_A_avg: 0.650629 G_idt_A_avg: 0.170333 G_cycle_B_avg: 0.413332 G_idt_B_avg: 0.070492 G_GAN_D_A_projected_d_avg: 2.282883 G_GAN_D_A_basic_avg: 0.429982 G_GAN_D_B_projected_d_avg: 4.069537 G_GAN_D_B_basic_avg: 0.547844 D_tot_avg: 0.658092 D_GAN_D_A_projected_d_avg: 0.006424 D_GAN_D_A_basic_avg: 0.102705 D_GAN_D_B_projected_d_avg: 0.255217 D_GAN_D_B_basic_avg: 0.293745 
(epoch: 2, iters: 970, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 5.906308 G_cycle_A_avg: 0.772745 G_idt_A_avg: 0.211325 G_cycle_B_avg: 0.528732 G_idt_B_avg: 0.114810 G_GAN_D_A_projected_d_avg: 1.596401 G_GAN_D_A_basic_avg: 0.439215 G_GAN_D_B_projected_d_avg: 1.984874 G_GAN_D_B_basic_avg: 0.258208 D_tot_avg: 0.969705 D_GAN_D_A_projected_d_avg: 0.152983 D_GAN_D_A_basic_avg: 0.163880 D_GAN_D_B_projected_d_avg: 0.304133 D_GAN_D_B_basic_avg: 0.348709 
(epoch: 2, iters: 1070, time comput per image: 0.474, time data mini batch: 0.010) G_tot_avg: 7.903729 G_cycle_A_avg: 0.841410 G_idt_A_avg: 0.178939 G_cycle_B_avg: 0.838211 G_idt_B_avg: 0.160622 G_GAN_D_A_projected_d_avg: 2.044114 G_GAN_D_A_basic_avg: 0.503643 G_GAN_D_B_projected_d_avg: 2.436357 G_GAN_D_B_basic_avg: 0.900434 D_tot_avg: 0.643673 D_GAN_D_A_projected_d_avg: 0.081147 D_GAN_D_A_basic_avg: 0.193158 D_GAN_D_B_projected_d_avg: 0.245793 D_GAN_D_B_basic_avg: 0.123575 
(epoch: 2, iters: 1170, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 6.519464 G_cycle_A_avg: 0.559612 G_idt_A_avg: 0.159508 G_cycle_B_avg: 0.512703 G_idt_B_avg: 0.171985 G_GAN_D_A_projected_d_avg: 2.478138 G_GAN_D_A_basic_avg: 0.574510 G_GAN_D_B_projected_d_avg: 1.619997 G_GAN_D_B_basic_avg: 0.443011 D_tot_avg: 0.883029 D_GAN_D_A_projected_d_avg: 0.315913 D_GAN_D_A_basic_avg: 0.256266 D_GAN_D_B_projected_d_avg: 0.169417 D_GAN_D_B_basic_avg: 0.141433 
(epoch: 2, iters: 1270, time comput per image: 0.469, time data mini batch: 0.004) G_tot_avg: 7.605163 G_cycle_A_avg: 0.912628 G_idt_A_avg: 0.203393 G_cycle_B_avg: 0.680848 G_idt_B_avg: 0.128616 G_GAN_D_A_projected_d_avg: 1.856770 G_GAN_D_A_basic_avg: 0.231411 G_GAN_D_B_projected_d_avg: 2.622015 G_GAN_D_B_basic_avg: 0.969481 D_tot_avg: 0.582100 D_GAN_D_A_projected_d_avg: 0.054763 D_GAN_D_A_basic_avg: 0.178783 D_GAN_D_B_projected_d_avg: 0.140204 D_GAN_D_B_basic_avg: 0.208351 
(epoch: 2, iters: 1370, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 7.445629 G_cycle_A_avg: 0.658380 G_idt_A_avg: 0.271553 G_cycle_B_avg: 0.729479 G_idt_B_avg: 0.129263 G_GAN_D_A_projected_d_avg: 1.944147 G_GAN_D_A_basic_avg: 0.257335 G_GAN_D_B_projected_d_avg: 2.635102 G_GAN_D_B_basic_avg: 0.820370 D_tot_avg: 0.717618 D_GAN_D_A_projected_d_avg: 0.203322 D_GAN_D_A_basic_avg: 0.169176 D_GAN_D_B_projected_d_avg: 0.135465 D_GAN_D_B_basic_avg: 0.209656 
(epoch: 2, iters: 1470, time comput per image: 0.471, time data mini batch: 0.004) G_tot_avg: 7.579875 G_cycle_A_avg: 0.877815 G_idt_A_avg: 0.182907 G_cycle_B_avg: 0.510289 G_idt_B_avg: 0.077482 G_GAN_D_A_projected_d_avg: 2.327087 G_GAN_D_A_basic_avg: 0.418793 G_GAN_D_B_projected_d_avg: 2.007674 G_GAN_D_B_basic_avg: 1.177827 D_tot_avg: 0.513510 D_GAN_D_A_projected_d_avg: 0.165730 D_GAN_D_A_basic_avg: 0.121597 D_GAN_D_B_projected_d_avg: 0.139549 D_GAN_D_B_basic_avg: 0.086633 
(epoch: 2, iters: 1570, time comput per image: 0.483, time data mini batch: 0.004) G_tot_avg: 8.707348 G_cycle_A_avg: 0.525573 G_idt_A_avg: 0.156673 G_cycle_B_avg: 0.405308 G_idt_B_avg: 0.058268 G_GAN_D_A_projected_d_avg: 2.072133 G_GAN_D_A_basic_avg: 0.387539 G_GAN_D_B_projected_d_avg: 3.794427 G_GAN_D_B_basic_avg: 1.307427 D_tot_avg: 0.555972 D_GAN_D_A_projected_d_avg: 0.050723 D_GAN_D_A_basic_avg: 0.103775 D_GAN_D_B_projected_d_avg: 0.186347 D_GAN_D_B_basic_avg: 0.215127 
(epoch: 2, iters: 1670, time comput per image: 0.473, time data mini batch: 0.003) G_tot_avg: 6.280328 G_cycle_A_avg: 0.431339 G_idt_A_avg: 0.117284 G_cycle_B_avg: 0.331131 G_idt_B_avg: 0.080230 G_GAN_D_A_projected_d_avg: 1.458222 G_GAN_D_A_basic_avg: 0.439522 G_GAN_D_B_projected_d_avg: 2.396715 G_GAN_D_B_basic_avg: 1.025884 D_tot_avg: 0.579907 D_GAN_D_A_projected_d_avg: 0.101809 D_GAN_D_A_basic_avg: 0.040288 D_GAN_D_B_projected_d_avg: 0.303258 D_GAN_D_B_basic_avg: 0.134553 
(epoch: 2, iters: 1770, time comput per image: 0.468, time data mini batch: 0.004) G_tot_avg: 6.914182 G_cycle_A_avg: 0.525644 G_idt_A_avg: 0.162880 G_cycle_B_avg: 0.549266 G_idt_B_avg: 0.073264 G_GAN_D_A_projected_d_avg: 2.200869 G_GAN_D_A_basic_avg: 0.620035 G_GAN_D_B_projected_d_avg: 2.278927 G_GAN_D_B_basic_avg: 0.503295 D_tot_avg: 0.536142 D_GAN_D_A_projected_d_avg: 0.103108 D_GAN_D_A_basic_avg: 0.081110 D_GAN_D_B_projected_d_avg: 0.228124 D_GAN_D_B_basic_avg: 0.123800 
(epoch: 2, iters: 1870, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 6.747186 G_cycle_A_avg: 0.609265 G_idt_A_avg: 0.163254 G_cycle_B_avg: 0.432637 G_idt_B_avg: 0.068266 G_GAN_D_A_projected_d_avg: 2.207166 G_GAN_D_A_basic_avg: 0.844906 G_GAN_D_B_projected_d_avg: 1.839592 G_GAN_D_B_basic_avg: 0.582100 D_tot_avg: 0.946372 D_GAN_D_A_projected_d_avg: 0.307361 D_GAN_D_A_basic_avg: 0.136546 D_GAN_D_B_projected_d_avg: 0.330957 D_GAN_D_B_basic_avg: 0.171508 
(epoch: 2, iters: 1970, time comput per image: 0.471, time data mini batch: 0.004) G_tot_avg: 7.221121 G_cycle_A_avg: 0.653424 G_idt_A_avg: 0.168289 G_cycle_B_avg: 0.453705 G_idt_B_avg: 0.097425 G_GAN_D_A_projected_d_avg: 2.412174 G_GAN_D_A_basic_avg: 0.578939 G_GAN_D_B_projected_d_avg: 1.984512 G_GAN_D_B_basic_avg: 0.872653 D_tot_avg: 0.449613 D_GAN_D_A_projected_d_avg: 0.054033 D_GAN_D_A_basic_avg: 0.074401 D_GAN_D_B_projected_d_avg: 0.223821 D_GAN_D_B_basic_avg: 0.097358 
(epoch: 2, iters: 2070, time comput per image: 0.474, time data mini batch: 0.004) G_tot_avg: 9.583170 G_cycle_A_avg: 0.773733 G_idt_A_avg: 0.166932 G_cycle_B_avg: 0.603738 G_idt_B_avg: 0.196567 G_GAN_D_A_projected_d_avg: 2.946996 G_GAN_D_A_basic_avg: 0.872382 G_GAN_D_B_projected_d_avg: 3.536212 G_GAN_D_B_basic_avg: 0.486610 D_tot_avg: 0.585349 D_GAN_D_A_projected_d_avg: 0.252139 D_GAN_D_A_basic_avg: 0.061973 D_GAN_D_B_projected_d_avg: 0.140794 D_GAN_D_B_basic_avg: 0.130442 
(epoch: 2, iters: 2170, time comput per image: 0.473, time data mini batch: 0.003) G_tot_avg: 9.139795 G_cycle_A_avg: 1.020535 G_idt_A_avg: 0.216784 G_cycle_B_avg: 0.999110 G_idt_B_avg: 0.153963 G_GAN_D_A_projected_d_avg: 3.593868 G_GAN_D_A_basic_avg: 0.587708 G_GAN_D_B_projected_d_avg: 2.101331 G_GAN_D_B_basic_avg: 0.466496 D_tot_avg: 0.431739 D_GAN_D_A_projected_d_avg: 0.163683 D_GAN_D_A_basic_avg: 0.101986 D_GAN_D_B_projected_d_avg: 0.032330 D_GAN_D_B_basic_avg: 0.133740 
(epoch: 2, iters: 2270, time comput per image: 0.468, time data mini batch: 0.003) G_tot_avg: 6.839664 G_cycle_A_avg: 1.266657 G_idt_A_avg: 0.325994 G_cycle_B_avg: 0.922054 G_idt_B_avg: 0.246627 G_GAN_D_A_projected_d_avg: 0.949745 G_GAN_D_A_basic_avg: 0.230048 G_GAN_D_B_projected_d_avg: 2.316302 G_GAN_D_B_basic_avg: 0.582237 D_tot_avg: 0.708267 D_GAN_D_A_projected_d_avg: 0.107914 D_GAN_D_A_basic_avg: 0.132456 D_GAN_D_B_projected_d_avg: 0.294019 D_GAN_D_B_basic_avg: 0.173877 
(epoch: 2, iters: 2370, time comput per image: 0.469, time data mini batch: 0.009) G_tot_avg: 7.701933 G_cycle_A_avg: 1.048021 G_idt_A_avg: 0.174878 G_cycle_B_avg: 0.842504 G_idt_B_avg: 0.360519 G_GAN_D_A_projected_d_avg: 2.542981 G_GAN_D_A_basic_avg: 0.687400 G_GAN_D_B_projected_d_avg: 1.623871 G_GAN_D_B_basic_avg: 0.421759 D_tot_avg: 1.042791 D_GAN_D_A_projected_d_avg: 0.492289 D_GAN_D_A_basic_avg: 0.213946 D_GAN_D_B_projected_d_avg: 0.152259 D_GAN_D_B_basic_avg: 0.184297 
(epoch: 2, iters: 2470, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 8.387161 G_cycle_A_avg: 0.601955 G_idt_A_avg: 0.114088 G_cycle_B_avg: 0.516141 G_idt_B_avg: 0.168740 G_GAN_D_A_projected_d_avg: 3.008277 G_GAN_D_A_basic_avg: 0.392628 G_GAN_D_B_projected_d_avg: 2.632177 G_GAN_D_B_basic_avg: 0.953155 D_tot_avg: 0.544385 D_GAN_D_A_projected_d_avg: 0.102238 D_GAN_D_A_basic_avg: 0.109684 D_GAN_D_B_projected_d_avg: 0.127980 D_GAN_D_B_basic_avg: 0.204483 
(epoch: 2, iters: 2570, time comput per image: 0.476, time data mini batch: 0.004) G_tot_avg: 5.585090 G_cycle_A_avg: 0.390851 G_idt_A_avg: 0.131409 G_cycle_B_avg: 0.344665 G_idt_B_avg: 0.081026 G_GAN_D_A_projected_d_avg: 1.717988 G_GAN_D_A_basic_avg: 0.834591 G_GAN_D_B_projected_d_avg: 1.836799 G_GAN_D_B_basic_avg: 0.247761 D_tot_avg: 0.776176 D_GAN_D_A_projected_d_avg: 0.248918 D_GAN_D_A_basic_avg: 0.209356 D_GAN_D_B_projected_d_avg: 0.159677 D_GAN_D_B_basic_avg: 0.158224 
(epoch: 2, iters: 2670, time comput per image: 0.473, time data mini batch: 0.004) G_tot_avg: 7.089157 G_cycle_A_avg: 0.623610 G_idt_A_avg: 0.161473 G_cycle_B_avg: 0.367074 G_idt_B_avg: 0.042161 G_GAN_D_A_projected_d_avg: 2.231760 G_GAN_D_A_basic_avg: 0.611436 G_GAN_D_B_projected_d_avg: 2.620331 G_GAN_D_B_basic_avg: 0.431312 D_tot_avg: 0.534376 D_GAN_D_A_projected_d_avg: 0.046119 D_GAN_D_A_basic_avg: 0.151249 D_GAN_D_B_projected_d_avg: 0.148090 D_GAN_D_B_basic_avg: 0.188919 
(epoch: 2, iters: 2770, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 8.189221 G_cycle_A_avg: 0.490910 G_idt_A_avg: 0.137540 G_cycle_B_avg: 0.308424 G_idt_B_avg: 0.044523 G_GAN_D_A_projected_d_avg: 2.803380 G_GAN_D_A_basic_avg: 0.844937 G_GAN_D_B_projected_d_avg: 3.058640 G_GAN_D_B_basic_avg: 0.500867 D_tot_avg: 0.388932 D_GAN_D_A_projected_d_avg: 0.082131 D_GAN_D_A_basic_avg: 0.139547 D_GAN_D_B_projected_d_avg: 0.110584 D_GAN_D_B_basic_avg: 0.056671 
(epoch: 2, iters: 2870, time comput per image: 0.468, time data mini batch: 0.004) G_tot_avg: 7.943675 G_cycle_A_avg: 0.715718 G_idt_A_avg: 0.164583 G_cycle_B_avg: 0.368252 G_idt_B_avg: 0.039651 G_GAN_D_A_projected_d_avg: 2.198091 G_GAN_D_A_basic_avg: 0.405784 G_GAN_D_B_projected_d_avg: 3.350585 G_GAN_D_B_basic_avg: 0.701012 D_tot_avg: 0.758203 D_GAN_D_A_projected_d_avg: 0.338427 D_GAN_D_A_basic_avg: 0.109393 D_GAN_D_B_projected_d_avg: 0.112393 D_GAN_D_B_basic_avg: 0.197990 
(epoch: 2, iters: 2970, time comput per image: 0.469, time data mini batch: 0.006) G_tot_avg: 7.043859 G_cycle_A_avg: 0.601315 G_idt_A_avg: 0.132197 G_cycle_B_avg: 0.324835 G_idt_B_avg: 0.044697 G_GAN_D_A_projected_d_avg: 2.690236 G_GAN_D_A_basic_avg: 0.742912 G_GAN_D_B_projected_d_avg: 2.089995 G_GAN_D_B_basic_avg: 0.417672 D_tot_avg: 0.483512 D_GAN_D_A_projected_d_avg: 0.078933 D_GAN_D_A_basic_avg: 0.144356 D_GAN_D_B_projected_d_avg: 0.108771 D_GAN_D_B_basic_avg: 0.151453 
(epoch: 2, iters: 3070, time comput per image: 0.475, time data mini batch: 0.004) G_tot_avg: 6.930185 G_cycle_A_avg: 0.977678 G_idt_A_avg: 0.173093 G_cycle_B_avg: 0.754763 G_idt_B_avg: 0.124312 G_GAN_D_A_projected_d_avg: 2.196622 G_GAN_D_A_basic_avg: 0.480516 G_GAN_D_B_projected_d_avg: 1.951847 G_GAN_D_B_basic_avg: 0.271354 D_tot_avg: 0.674401 D_GAN_D_A_projected_d_avg: 0.102546 D_GAN_D_A_basic_avg: 0.142438 D_GAN_D_B_projected_d_avg: 0.206013 D_GAN_D_B_basic_avg: 0.223404 
(epoch: 2, iters: 3170, time comput per image: 0.471, time data mini batch: 0.009) G_tot_avg: 6.635878 G_cycle_A_avg: 1.734948 G_idt_A_avg: 0.466402 G_cycle_B_avg: 1.293165 G_idt_B_avg: 0.184062 G_GAN_D_A_projected_d_avg: 0.613537 G_GAN_D_A_basic_avg: 0.278562 G_GAN_D_B_projected_d_avg: 1.651816 G_GAN_D_B_basic_avg: 0.413384 D_tot_avg: 0.742559 D_GAN_D_A_projected_d_avg: 0.187517 D_GAN_D_A_basic_avg: 0.158062 D_GAN_D_B_projected_d_avg: 0.271811 D_GAN_D_B_basic_avg: 0.125169 
(epoch: 2, iters: 3270, time comput per image: 0.469, time data mini batch: 0.003) G_tot_avg: 5.774890 G_cycle_A_avg: 0.960312 G_idt_A_avg: 0.167999 G_cycle_B_avg: 0.784971 G_idt_B_avg: 0.273436 G_GAN_D_A_projected_d_avg: 1.542596 G_GAN_D_A_basic_avg: 0.614063 G_GAN_D_B_projected_d_avg: 1.144603 G_GAN_D_B_basic_avg: 0.286910 D_tot_avg: 0.672400 D_GAN_D_A_projected_d_avg: 0.140787 D_GAN_D_A_basic_avg: 0.137906 D_GAN_D_B_projected_d_avg: 0.175818 D_GAN_D_B_basic_avg: 0.217889 
(epoch: 2, iters: 3370, time comput per image: 0.470, time data mini batch: 0.004) G_tot_avg: 8.261353 G_cycle_A_avg: 0.814810 G_idt_A_avg: 0.125250 G_cycle_B_avg: 0.617181 G_idt_B_avg: 0.124665 G_GAN_D_A_projected_d_avg: 2.532946 G_GAN_D_A_basic_avg: 0.792826 G_GAN_D_B_projected_d_avg: 2.600749 G_GAN_D_B_basic_avg: 0.652926 D_tot_avg: 0.722423 D_GAN_D_A_projected_d_avg: 0.081185 D_GAN_D_A_basic_avg: 0.065413 D_GAN_D_B_projected_d_avg: 0.427430 D_GAN_D_B_basic_avg: 0.148395 
(epoch: 2, iters: 3470, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 7.939109 G_cycle_A_avg: 1.196105 G_idt_A_avg: 0.215092 G_cycle_B_avg: 0.875936 G_idt_B_avg: 0.207815 G_GAN_D_A_projected_d_avg: 2.377526 G_GAN_D_A_basic_avg: 0.331192 G_GAN_D_B_projected_d_avg: 2.381902 G_GAN_D_B_basic_avg: 0.353541 D_tot_avg: 1.049721 D_GAN_D_A_projected_d_avg: 0.163439 D_GAN_D_A_basic_avg: 0.144134 D_GAN_D_B_projected_d_avg: 0.461691 D_GAN_D_B_basic_avg: 0.280457 
(epoch: 2, iters: 3570, time comput per image: 0.462, time data mini batch: 0.004) G_tot_avg: 7.170877 G_cycle_A_avg: 0.475366 G_idt_A_avg: 0.121412 G_cycle_B_avg: 0.360066 G_idt_B_avg: 0.079959 G_GAN_D_A_projected_d_avg: 2.822743 G_GAN_D_A_basic_avg: 0.185478 G_GAN_D_B_projected_d_avg: 2.554663 G_GAN_D_B_basic_avg: 0.571188 D_tot_avg: 0.543438 D_GAN_D_A_projected_d_avg: 0.053545 D_GAN_D_A_basic_avg: 0.122206 D_GAN_D_B_projected_d_avg: 0.231239 D_GAN_D_B_basic_avg: 0.136448 
(epoch: 2, iters: 3670, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 8.491823 G_cycle_A_avg: 0.720939 G_idt_A_avg: 0.115584 G_cycle_B_avg: 0.307002 G_idt_B_avg: 0.066608 G_GAN_D_A_projected_d_avg: 3.687590 G_GAN_D_A_basic_avg: 0.766823 G_GAN_D_B_projected_d_avg: 2.499250 G_GAN_D_B_basic_avg: 0.328027 D_tot_avg: 0.539370 D_GAN_D_A_projected_d_avg: 0.154006 D_GAN_D_A_basic_avg: 0.086024 D_GAN_D_B_projected_d_avg: 0.174366 D_GAN_D_B_basic_avg: 0.124975 
(epoch: 2, iters: 3770, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 7.252008 G_cycle_A_avg: 0.725406 G_idt_A_avg: 0.247457 G_cycle_B_avg: 0.519998 G_idt_B_avg: 0.107258 G_GAN_D_A_projected_d_avg: 2.037803 G_GAN_D_A_basic_avg: 0.559180 G_GAN_D_B_projected_d_avg: 2.521227 G_GAN_D_B_basic_avg: 0.533678 D_tot_avg: 0.827188 D_GAN_D_A_projected_d_avg: 0.216994 D_GAN_D_A_basic_avg: 0.158392 D_GAN_D_B_projected_d_avg: 0.353389 D_GAN_D_B_basic_avg: 0.098413 
(epoch: 2, iters: 3870, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 7.825328 G_cycle_A_avg: 0.739100 G_idt_A_avg: 0.101484 G_cycle_B_avg: 0.321471 G_idt_B_avg: 0.088221 G_GAN_D_A_projected_d_avg: 3.424820 G_GAN_D_A_basic_avg: 0.880450 G_GAN_D_B_projected_d_avg: 2.013201 G_GAN_D_B_basic_avg: 0.256581 D_tot_avg: 0.846021 D_GAN_D_A_projected_d_avg: 0.208504 D_GAN_D_A_basic_avg: 0.149617 D_GAN_D_B_projected_d_avg: 0.257549 D_GAN_D_B_basic_avg: 0.230352 
(epoch: 2, iters: 3970, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 7.724221 G_cycle_A_avg: 1.092854 G_idt_A_avg: 0.093755 G_cycle_B_avg: 0.344245 G_idt_B_avg: 0.078464 G_GAN_D_A_projected_d_avg: 1.946372 G_GAN_D_A_basic_avg: 0.551588 G_GAN_D_B_projected_d_avg: 2.882818 G_GAN_D_B_basic_avg: 0.734125 D_tot_avg: 0.546477 D_GAN_D_A_projected_d_avg: 0.173333 D_GAN_D_A_basic_avg: 0.091369 D_GAN_D_B_projected_d_avg: 0.187191 D_GAN_D_B_basic_avg: 0.094585 
(epoch: 2, iters: 4070, time comput per image: 0.467, time data mini batch: 0.007) G_tot_avg: 7.987774 G_cycle_A_avg: 0.481147 G_idt_A_avg: 0.055627 G_cycle_B_avg: 0.477871 G_idt_B_avg: 0.085553 G_GAN_D_A_projected_d_avg: 2.499629 G_GAN_D_A_basic_avg: 0.562438 G_GAN_D_B_projected_d_avg: 2.637946 G_GAN_D_B_basic_avg: 1.187562 D_tot_avg: 0.624075 D_GAN_D_A_projected_d_avg: 0.044424 D_GAN_D_A_basic_avg: 0.075586 D_GAN_D_B_projected_d_avg: 0.422307 D_GAN_D_B_basic_avg: 0.081758 
(epoch: 2, iters: 4170, time comput per image: 0.466, time data mini batch: 0.012) G_tot_avg: 7.463628 G_cycle_A_avg: 0.899327 G_idt_A_avg: 0.111130 G_cycle_B_avg: 0.368032 G_idt_B_avg: 0.133254 G_GAN_D_A_projected_d_avg: 2.080820 G_GAN_D_A_basic_avg: 0.302201 G_GAN_D_B_projected_d_avg: 2.761580 G_GAN_D_B_basic_avg: 0.807284 D_tot_avg: 0.617918 D_GAN_D_A_projected_d_avg: 0.130484 D_GAN_D_A_basic_avg: 0.124034 D_GAN_D_B_projected_d_avg: 0.221655 D_GAN_D_B_basic_avg: 0.141745 
(epoch: 2, iters: 4270, time comput per image: 0.469, time data mini batch: 0.003) G_tot_avg: 8.830626 G_cycle_A_avg: 0.604406 G_idt_A_avg: 0.070967 G_cycle_B_avg: 0.419750 G_idt_B_avg: 0.098496 G_GAN_D_A_projected_d_avg: 3.714867 G_GAN_D_A_basic_avg: 0.480398 G_GAN_D_B_projected_d_avg: 2.764013 G_GAN_D_B_basic_avg: 0.677731 D_tot_avg: 0.753346 D_GAN_D_A_projected_d_avg: 0.316795 D_GAN_D_A_basic_avg: 0.147491 D_GAN_D_B_projected_d_avg: 0.147757 D_GAN_D_B_basic_avg: 0.141303 
(epoch: 2, iters: 4370, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 6.681453 G_cycle_A_avg: 1.037107 G_idt_A_avg: 0.142141 G_cycle_B_avg: 0.481214 G_idt_B_avg: 0.181209 G_GAN_D_A_projected_d_avg: 1.841039 G_GAN_D_A_basic_avg: 0.282515 G_GAN_D_B_projected_d_avg: 1.981434 G_GAN_D_B_basic_avg: 0.734793 D_tot_avg: 0.734363 D_GAN_D_A_projected_d_avg: 0.148266 D_GAN_D_A_basic_avg: 0.144332 D_GAN_D_B_projected_d_avg: 0.241289 D_GAN_D_B_basic_avg: 0.200477 
(epoch: 2, iters: 4470, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 8.484328 G_cycle_A_avg: 0.553700 G_idt_A_avg: 0.112752 G_cycle_B_avg: 0.357080 G_idt_B_avg: 0.084061 G_GAN_D_A_projected_d_avg: 1.961468 G_GAN_D_A_basic_avg: 0.465222 G_GAN_D_B_projected_d_avg: 4.415599 G_GAN_D_B_basic_avg: 0.534446 D_tot_avg: 0.512581 D_GAN_D_A_projected_d_avg: 0.068584 D_GAN_D_A_basic_avg: 0.106246 D_GAN_D_B_projected_d_avg: 0.151854 D_GAN_D_B_basic_avg: 0.185897 
(epoch: 2, iters: 4570, time comput per image: 0.474, time data mini batch: 0.004) G_tot_avg: 7.332937 G_cycle_A_avg: 0.318136 G_idt_A_avg: 0.062341 G_cycle_B_avg: 0.242781 G_idt_B_avg: 0.071937 G_GAN_D_A_projected_d_avg: 2.053010 G_GAN_D_A_basic_avg: 0.870847 G_GAN_D_B_projected_d_avg: 3.063858 G_GAN_D_B_basic_avg: 0.650027 D_tot_avg: 0.500019 D_GAN_D_A_projected_d_avg: 0.090961 D_GAN_D_A_basic_avg: 0.088396 D_GAN_D_B_projected_d_avg: 0.210128 D_GAN_D_B_basic_avg: 0.110534 
(epoch: 2, iters: 4670, time comput per image: 0.474, time data mini batch: 0.004) G_tot_avg: 8.815328 G_cycle_A_avg: 0.425920 G_idt_A_avg: 0.057879 G_cycle_B_avg: 0.295267 G_idt_B_avg: 0.074942 G_GAN_D_A_projected_d_avg: 3.679640 G_GAN_D_A_basic_avg: 1.176427 G_GAN_D_B_projected_d_avg: 2.912773 G_GAN_D_B_basic_avg: 0.192480 D_tot_avg: 0.786460 D_GAN_D_A_projected_d_avg: 0.326750 D_GAN_D_A_basic_avg: 0.167355 D_GAN_D_B_projected_d_avg: 0.061527 D_GAN_D_B_basic_avg: 0.230829 
(epoch: 2, iters: 4770, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 6.723554 G_cycle_A_avg: 0.186354 G_idt_A_avg: 0.058136 G_cycle_B_avg: 0.179309 G_idt_B_avg: 0.047560 G_GAN_D_A_projected_d_avg: 2.711270 G_GAN_D_A_basic_avg: 0.747945 G_GAN_D_B_projected_d_avg: 2.064154 G_GAN_D_B_basic_avg: 0.728827 D_tot_avg: 0.833613 D_GAN_D_A_projected_d_avg: 0.248064 D_GAN_D_A_basic_avg: 0.126560 D_GAN_D_B_projected_d_avg: 0.238773 D_GAN_D_B_basic_avg: 0.220216 
(epoch: 2, iters: 4870, time comput per image: 0.468, time data mini batch: 0.003) G_tot_avg: 8.380134 G_cycle_A_avg: 0.480162 G_idt_A_avg: 0.044231 G_cycle_B_avg: 0.201507 G_idt_B_avg: 0.074519 G_GAN_D_A_projected_d_avg: 2.428282 G_GAN_D_A_basic_avg: 0.493701 G_GAN_D_B_projected_d_avg: 3.845684 G_GAN_D_B_basic_avg: 0.812048 D_tot_avg: 0.583766 D_GAN_D_A_projected_d_avg: 0.044292 D_GAN_D_A_basic_avg: 0.139430 D_GAN_D_B_projected_d_avg: 0.249608 D_GAN_D_B_basic_avg: 0.150436 
(epoch: 2, iters: 4970, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 8.321176 G_cycle_A_avg: 0.855381 G_idt_A_avg: 0.078541 G_cycle_B_avg: 0.499163 G_idt_B_avg: 0.137232 G_GAN_D_A_projected_d_avg: 1.422623 G_GAN_D_A_basic_avg: 0.486131 G_GAN_D_B_projected_d_avg: 4.041036 G_GAN_D_B_basic_avg: 0.801068 D_tot_avg: 0.757660 D_GAN_D_A_projected_d_avg: 0.110066 D_GAN_D_A_basic_avg: 0.180791 D_GAN_D_B_projected_d_avg: 0.273968 D_GAN_D_B_basic_avg: 0.192835 
(epoch: 2, iters: 5070, time comput per image: 0.475, time data mini batch: 0.003) G_tot_avg: 7.624806 G_cycle_A_avg: 1.533309 G_idt_A_avg: 0.058307 G_cycle_B_avg: 0.330945 G_idt_B_avg: 0.093976 G_GAN_D_A_projected_d_avg: 3.104789 G_GAN_D_A_basic_avg: 0.705614 G_GAN_D_B_projected_d_avg: 1.413709 G_GAN_D_B_basic_avg: 0.384157 D_tot_avg: 0.821918 D_GAN_D_A_projected_d_avg: 0.119688 D_GAN_D_A_basic_avg: 0.061284 D_GAN_D_B_projected_d_avg: 0.424763 D_GAN_D_B_basic_avg: 0.216183 
(epoch: 2, iters: 5170, time comput per image: 0.470, time data mini batch: 0.007) G_tot_avg: 7.922367 G_cycle_A_avg: 0.257451 G_idt_A_avg: 0.062717 G_cycle_B_avg: 0.188140 G_idt_B_avg: 0.042705 G_GAN_D_A_projected_d_avg: 2.841698 G_GAN_D_A_basic_avg: 0.671181 G_GAN_D_B_projected_d_avg: 3.611161 G_GAN_D_B_basic_avg: 0.247312 D_tot_avg: 0.560361 D_GAN_D_A_projected_d_avg: 0.132363 D_GAN_D_A_basic_avg: 0.087747 D_GAN_D_B_projected_d_avg: 0.110970 D_GAN_D_B_basic_avg: 0.229281 
(epoch: 2, iters: 5270, time comput per image: 0.468, time data mini batch: 0.003) G_tot_avg: 9.516649 G_cycle_A_avg: 0.755763 G_idt_A_avg: 0.048199 G_cycle_B_avg: 0.257572 G_idt_B_avg: 0.071383 G_GAN_D_A_projected_d_avg: 3.242857 G_GAN_D_A_basic_avg: 0.526670 G_GAN_D_B_projected_d_avg: 3.891623 G_GAN_D_B_basic_avg: 0.722581 D_tot_avg: 0.386814 D_GAN_D_A_projected_d_avg: 0.033821 D_GAN_D_A_basic_avg: 0.129149 D_GAN_D_B_projected_d_avg: 0.126783 D_GAN_D_B_basic_avg: 0.097060 
(epoch: 2, iters: 5370, time comput per image: 0.473, time data mini batch: 0.005) G_tot_avg: 10.085621 G_cycle_A_avg: 1.847369 G_idt_A_avg: 0.055823 G_cycle_B_avg: 0.279280 G_idt_B_avg: 0.080707 G_GAN_D_A_projected_d_avg: 3.108745 G_GAN_D_A_basic_avg: 0.814692 G_GAN_D_B_projected_d_avg: 3.220774 G_GAN_D_B_basic_avg: 0.678232 D_tot_avg: 0.387801 D_GAN_D_A_projected_d_avg: 0.077570 D_GAN_D_A_basic_avg: 0.085130 D_GAN_D_B_projected_d_avg: 0.151431 D_GAN_D_B_basic_avg: 0.073670 
(epoch: 2, iters: 5470, time comput per image: 0.469, time data mini batch: 0.003) G_tot_avg: 10.078793 G_cycle_A_avg: 1.669310 G_idt_A_avg: 0.134452 G_cycle_B_avg: 0.370732 G_idt_B_avg: 0.088813 G_GAN_D_A_projected_d_avg: 3.039733 G_GAN_D_A_basic_avg: 0.931913 G_GAN_D_B_projected_d_avg: 3.113816 G_GAN_D_B_basic_avg: 0.730024 D_tot_avg: 0.319389 D_GAN_D_A_projected_d_avg: 0.068910 D_GAN_D_A_basic_avg: 0.057391 D_GAN_D_B_projected_d_avg: 0.137219 D_GAN_D_B_basic_avg: 0.055869 
(epoch: 2, iters: 5570, time comput per image: 0.477, time data mini batch: 0.009) G_tot_avg: 8.185813 G_cycle_A_avg: 1.061305 G_idt_A_avg: 0.065789 G_cycle_B_avg: 0.387156 G_idt_B_avg: 0.125166 G_GAN_D_A_projected_d_avg: 3.167941 G_GAN_D_A_basic_avg: 0.995407 G_GAN_D_B_projected_d_avg: 1.812829 G_GAN_D_B_basic_avg: 0.570221 D_tot_avg: 0.832589 D_GAN_D_A_projected_d_avg: 0.181096 D_GAN_D_A_basic_avg: 0.051206 D_GAN_D_B_projected_d_avg: 0.473295 D_GAN_D_B_basic_avg: 0.126992 
(epoch: 2, iters: 5670, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 9.151814 G_cycle_A_avg: 1.208823 G_idt_A_avg: 0.040333 G_cycle_B_avg: 0.446902 G_idt_B_avg: 0.135412 G_GAN_D_A_projected_d_avg: 2.912858 G_GAN_D_A_basic_avg: 0.801605 G_GAN_D_B_projected_d_avg: 3.162378 G_GAN_D_B_basic_avg: 0.443502 D_tot_avg: 0.522346 D_GAN_D_A_projected_d_avg: 0.071561 D_GAN_D_A_basic_avg: 0.171243 D_GAN_D_B_projected_d_avg: 0.159557 D_GAN_D_B_basic_avg: 0.119986 
(epoch: 2, iters: 5770, time comput per image: 0.467, time data mini batch: 0.007) G_tot_avg: 5.839703 G_cycle_A_avg: 0.535567 G_idt_A_avg: 0.044385 G_cycle_B_avg: 0.292197 G_idt_B_avg: 0.117247 G_GAN_D_A_projected_d_avg: 0.745952 G_GAN_D_A_basic_avg: 0.135668 G_GAN_D_B_projected_d_avg: 3.329993 G_GAN_D_B_basic_avg: 0.638694 D_tot_avg: 0.683774 D_GAN_D_A_projected_d_avg: 0.122288 D_GAN_D_A_basic_avg: 0.106937 D_GAN_D_B_projected_d_avg: 0.183439 D_GAN_D_B_basic_avg: 0.271109 
(epoch: 2, iters: 5870, time comput per image: 0.473, time data mini batch: 0.004) G_tot_avg: 8.463198 G_cycle_A_avg: 0.905772 G_idt_A_avg: 0.049310 G_cycle_B_avg: 0.378847 G_idt_B_avg: 0.186665 G_GAN_D_A_projected_d_avg: 2.402088 G_GAN_D_A_basic_avg: 0.454599 G_GAN_D_B_projected_d_avg: 3.426463 G_GAN_D_B_basic_avg: 0.659453 D_tot_avg: 0.448436 D_GAN_D_A_projected_d_avg: 0.132446 D_GAN_D_A_basic_avg: 0.073362 D_GAN_D_B_projected_d_avg: 0.088414 D_GAN_D_B_basic_avg: 0.154215 
(epoch: 2, iters: 5970, time comput per image: 0.476, time data mini batch: 0.003) G_tot_avg: 8.791620 G_cycle_A_avg: 0.362551 G_idt_A_avg: 0.032936 G_cycle_B_avg: 0.388959 G_idt_B_avg: 0.087282 G_GAN_D_A_projected_d_avg: 2.146910 G_GAN_D_A_basic_avg: 0.678301 G_GAN_D_B_projected_d_avg: 4.281447 G_GAN_D_B_basic_avg: 0.813235 D_tot_avg: 0.485731 D_GAN_D_A_projected_d_avg: 0.179038 D_GAN_D_A_basic_avg: 0.083907 D_GAN_D_B_projected_d_avg: 0.142187 D_GAN_D_B_basic_avg: 0.080599 
(epoch: 2, iters: 6070, time comput per image: 0.469, time data mini batch: 0.010) G_tot_avg: 8.788609 G_cycle_A_avg: 0.752187 G_idt_A_avg: 0.033870 G_cycle_B_avg: 0.327989 G_idt_B_avg: 0.087079 G_GAN_D_A_projected_d_avg: 3.086606 G_GAN_D_A_basic_avg: 0.745562 G_GAN_D_B_projected_d_avg: 2.637190 G_GAN_D_B_basic_avg: 1.118127 D_tot_avg: 0.286790 D_GAN_D_A_projected_d_avg: 0.057740 D_GAN_D_A_basic_avg: 0.064289 D_GAN_D_B_projected_d_avg: 0.084014 D_GAN_D_B_basic_avg: 0.080747 
(epoch: 2, iters: 6170, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 9.620346 G_cycle_A_avg: 0.744079 G_idt_A_avg: 0.076787 G_cycle_B_avg: 0.406916 G_idt_B_avg: 0.112150 G_GAN_D_A_projected_d_avg: 3.194586 G_GAN_D_A_basic_avg: 0.933831 G_GAN_D_B_projected_d_avg: 3.408448 G_GAN_D_B_basic_avg: 0.743549 D_tot_avg: 0.452534 D_GAN_D_A_projected_d_avg: 0.083888 D_GAN_D_A_basic_avg: 0.077121 D_GAN_D_B_projected_d_avg: 0.084846 D_GAN_D_B_basic_avg: 0.206678 
(epoch: 2, iters: 6270, time comput per image: 0.468, time data mini batch: 0.004) G_tot_avg: 6.763504 G_cycle_A_avg: 0.453359 G_idt_A_avg: 0.033023 G_cycle_B_avg: 0.257917 G_idt_B_avg: 0.093808 G_GAN_D_A_projected_d_avg: 1.668689 G_GAN_D_A_basic_avg: 0.656854 G_GAN_D_B_projected_d_avg: 2.881926 G_GAN_D_B_basic_avg: 0.717928 D_tot_avg: 0.477184 D_GAN_D_A_projected_d_avg: 0.221478 D_GAN_D_A_basic_avg: 0.071190 D_GAN_D_B_projected_d_avg: 0.118770 D_GAN_D_B_basic_avg: 0.065746 
(epoch: 2, iters: 6370, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 7.318104 G_cycle_A_avg: 0.456272 G_idt_A_avg: 0.036737 G_cycle_B_avg: 0.446882 G_idt_B_avg: 0.093256 G_GAN_D_A_projected_d_avg: 1.577105 G_GAN_D_A_basic_avg: 0.828000 G_GAN_D_B_projected_d_avg: 3.263814 G_GAN_D_B_basic_avg: 0.616038 D_tot_avg: 0.498991 D_GAN_D_A_projected_d_avg: 0.195628 D_GAN_D_A_basic_avg: 0.084067 D_GAN_D_B_projected_d_avg: 0.131206 D_GAN_D_B_basic_avg: 0.088090 
(epoch: 2, iters: 6470, time comput per image: 0.479, time data mini batch: 0.003) G_tot_avg: 8.122139 G_cycle_A_avg: 1.373715 G_idt_A_avg: 0.066237 G_cycle_B_avg: 0.762183 G_idt_B_avg: 0.105784 G_GAN_D_A_projected_d_avg: 1.947716 G_GAN_D_A_basic_avg: 0.645034 G_GAN_D_B_projected_d_avg: 2.748888 G_GAN_D_B_basic_avg: 0.472580 D_tot_avg: 0.475513 D_GAN_D_A_projected_d_avg: 0.137454 D_GAN_D_A_basic_avg: 0.109008 D_GAN_D_B_projected_d_avg: 0.059188 D_GAN_D_B_basic_avg: 0.169862 
(epoch: 2, iters: 6570, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 8.473790 G_cycle_A_avg: 1.164461 G_idt_A_avg: 0.051035 G_cycle_B_avg: 0.361540 G_idt_B_avg: 0.091903 G_GAN_D_A_projected_d_avg: 2.558753 G_GAN_D_A_basic_avg: 0.371710 G_GAN_D_B_projected_d_avg: 3.483189 G_GAN_D_B_basic_avg: 0.391199 D_tot_avg: 0.619889 D_GAN_D_A_projected_d_avg: 0.076861 D_GAN_D_A_basic_avg: 0.089765 D_GAN_D_B_projected_d_avg: 0.320643 D_GAN_D_B_basic_avg: 0.132620 
(epoch: 2, iters: 6670, time comput per image: 0.471, time data mini batch: 0.004) G_tot_avg: 8.406009 G_cycle_A_avg: 0.322467 G_idt_A_avg: 0.028164 G_cycle_B_avg: 0.361971 G_idt_B_avg: 0.117329 G_GAN_D_A_projected_d_avg: 3.355208 G_GAN_D_A_basic_avg: 0.805736 G_GAN_D_B_projected_d_avg: 2.632709 G_GAN_D_B_basic_avg: 0.782424 D_tot_avg: 0.548365 D_GAN_D_A_projected_d_avg: 0.182137 D_GAN_D_A_basic_avg: 0.076684 D_GAN_D_B_projected_d_avg: 0.178917 D_GAN_D_B_basic_avg: 0.110626 
(epoch: 3, iters: 40, time comput per image: 0.475, time data mini batch: 0.002) G_tot_avg: 8.692298 G_cycle_A_avg: 0.705965 G_idt_A_avg: 0.050544 G_cycle_B_avg: 0.174486 G_idt_B_avg: 0.031285 G_GAN_D_A_projected_d_avg: 2.488079 G_GAN_D_A_basic_avg: 1.175558 G_GAN_D_B_projected_d_avg: 3.551640 G_GAN_D_B_basic_avg: 0.514740 D_tot_avg: 0.420072 D_GAN_D_A_projected_d_avg: 0.108643 D_GAN_D_A_basic_avg: 0.069711 D_GAN_D_B_projected_d_avg: 0.147761 D_GAN_D_B_basic_avg: 0.093957 
(epoch: 3, iters: 140, time comput per image: 0.466, time data mini batch: 0.002) G_tot_avg: 7.406866 G_cycle_A_avg: 1.267143 G_idt_A_avg: 0.034539 G_cycle_B_avg: 0.200446 G_idt_B_avg: 0.044955 G_GAN_D_A_projected_d_avg: 2.060892 G_GAN_D_A_basic_avg: 0.862352 G_GAN_D_B_projected_d_avg: 2.563386 G_GAN_D_B_basic_avg: 0.373153 D_tot_avg: 0.348230 D_GAN_D_A_projected_d_avg: 0.044050 D_GAN_D_A_basic_avg: 0.062105 D_GAN_D_B_projected_d_avg: 0.117493 D_GAN_D_B_basic_avg: 0.124581 
(epoch: 3, iters: 240, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 8.327031 G_cycle_A_avg: 0.422490 G_idt_A_avg: 0.031144 G_cycle_B_avg: 0.266219 G_idt_B_avg: 0.086345 G_GAN_D_A_projected_d_avg: 1.822989 G_GAN_D_A_basic_avg: 0.439445 G_GAN_D_B_projected_d_avg: 4.336056 G_GAN_D_B_basic_avg: 0.922343 D_tot_avg: 0.528227 D_GAN_D_A_projected_d_avg: 0.087409 D_GAN_D_A_basic_avg: 0.118682 D_GAN_D_B_projected_d_avg: 0.189353 D_GAN_D_B_basic_avg: 0.132782 
(epoch: 3, iters: 340, time comput per image: 0.472, time data mini batch: 0.006) G_tot_avg: 10.167003 G_cycle_A_avg: 0.926917 G_idt_A_avg: 0.032411 G_cycle_B_avg: 0.223067 G_idt_B_avg: 0.036170 G_GAN_D_A_projected_d_avg: 3.482394 G_GAN_D_A_basic_avg: 0.818702 G_GAN_D_B_projected_d_avg: 4.019960 G_GAN_D_B_basic_avg: 0.627381 D_tot_avg: 0.229022 D_GAN_D_A_projected_d_avg: 0.021040 D_GAN_D_A_basic_avg: 0.031004 D_GAN_D_B_projected_d_avg: 0.045592 D_GAN_D_B_basic_avg: 0.131386 
(epoch: 3, iters: 440, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 10.551815 G_cycle_A_avg: 0.802800 G_idt_A_avg: 0.041987 G_cycle_B_avg: 0.237873 G_idt_B_avg: 0.060933 G_GAN_D_A_projected_d_avg: 3.823441 G_GAN_D_A_basic_avg: 0.611166 G_GAN_D_B_projected_d_avg: 4.133373 G_GAN_D_B_basic_avg: 0.840241 D_tot_avg: 0.413107 D_GAN_D_A_projected_d_avg: 0.043167 D_GAN_D_A_basic_avg: 0.074643 D_GAN_D_B_projected_d_avg: 0.194270 D_GAN_D_B_basic_avg: 0.101027 
(epoch: 3, iters: 540, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 8.604004 G_cycle_A_avg: 0.810655 G_idt_A_avg: 0.033574 G_cycle_B_avg: 0.233329 G_idt_B_avg: 0.083459 G_GAN_D_A_projected_d_avg: 3.742516 G_GAN_D_A_basic_avg: 0.615932 G_GAN_D_B_projected_d_avg: 2.643206 G_GAN_D_B_basic_avg: 0.441333 D_tot_avg: 0.612554 D_GAN_D_A_projected_d_avg: 0.246827 D_GAN_D_A_basic_avg: 0.061996 D_GAN_D_B_projected_d_avg: 0.148068 D_GAN_D_B_basic_avg: 0.155663 
(epoch: 3, iters: 640, time comput per image: 0.469, time data mini batch: 0.002) G_tot_avg: 7.370766 G_cycle_A_avg: 0.769881 G_idt_A_avg: 0.058911 G_cycle_B_avg: 0.335197 G_idt_B_avg: 0.096650 G_GAN_D_A_projected_d_avg: 2.178459 G_GAN_D_A_basic_avg: 0.598407 G_GAN_D_B_projected_d_avg: 2.597340 G_GAN_D_B_basic_avg: 0.735922 D_tot_avg: 0.536555 D_GAN_D_A_projected_d_avg: 0.137578 D_GAN_D_A_basic_avg: 0.040843 D_GAN_D_B_projected_d_avg: 0.255253 D_GAN_D_B_basic_avg: 0.102881 
(epoch: 3, iters: 740, time comput per image: 0.469, time data mini batch: 0.006) G_tot_avg: 8.834509 G_cycle_A_avg: 1.110604 G_idt_A_avg: 0.100186 G_cycle_B_avg: 0.402065 G_idt_B_avg: 0.122110 G_GAN_D_A_projected_d_avg: 3.093048 G_GAN_D_A_basic_avg: 0.810723 G_GAN_D_B_projected_d_avg: 2.385103 G_GAN_D_B_basic_avg: 0.810670 D_tot_avg: 0.281645 D_GAN_D_A_projected_d_avg: 0.031324 D_GAN_D_A_basic_avg: 0.035814 D_GAN_D_B_projected_d_avg: 0.108763 D_GAN_D_B_basic_avg: 0.105744 
(epoch: 3, iters: 840, time comput per image: 0.473, time data mini batch: 0.010) G_tot_avg: 8.366663 G_cycle_A_avg: 0.421845 G_idt_A_avg: 0.031198 G_cycle_B_avg: 0.355316 G_idt_B_avg: 0.090911 G_GAN_D_A_projected_d_avg: 2.963409 G_GAN_D_A_basic_avg: 0.768119 G_GAN_D_B_projected_d_avg: 2.879937 G_GAN_D_B_basic_avg: 0.855928 D_tot_avg: 0.448979 D_GAN_D_A_projected_d_avg: 0.217219 D_GAN_D_A_basic_avg: 0.072196 D_GAN_D_B_projected_d_avg: 0.070403 D_GAN_D_B_basic_avg: 0.089161 
(epoch: 3, iters: 940, time comput per image: 0.481, time data mini batch: 0.002) G_tot_avg: 7.802796 G_cycle_A_avg: 0.548550 G_idt_A_avg: 0.040856 G_cycle_B_avg: 0.327445 G_idt_B_avg: 0.097457 G_GAN_D_A_projected_d_avg: 2.853769 G_GAN_D_A_basic_avg: 0.807417 G_GAN_D_B_projected_d_avg: 2.550563 G_GAN_D_B_basic_avg: 0.576740 D_tot_avg: 0.435060 D_GAN_D_A_projected_d_avg: 0.055769 D_GAN_D_A_basic_avg: 0.099728 D_GAN_D_B_projected_d_avg: 0.122087 D_GAN_D_B_basic_avg: 0.157476 
(epoch: 3, iters: 1040, time comput per image: 0.469, time data mini batch: 0.002) G_tot_avg: 9.890014 G_cycle_A_avg: 1.298609 G_idt_A_avg: 0.055270 G_cycle_B_avg: 0.467077 G_idt_B_avg: 0.150040 G_GAN_D_A_projected_d_avg: 3.682528 G_GAN_D_A_basic_avg: 0.866252 G_GAN_D_B_projected_d_avg: 2.530926 G_GAN_D_B_basic_avg: 0.839312 D_tot_avg: 0.465214 D_GAN_D_A_projected_d_avg: 0.076184 D_GAN_D_A_basic_avg: 0.061274 D_GAN_D_B_projected_d_avg: 0.217070 D_GAN_D_B_basic_avg: 0.110686 
(epoch: 3, iters: 1140, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 10.345502 G_cycle_A_avg: 1.117668 G_idt_A_avg: 0.038708 G_cycle_B_avg: 0.286398 G_idt_B_avg: 0.077177 G_GAN_D_A_projected_d_avg: 3.230218 G_GAN_D_A_basic_avg: 0.347804 G_GAN_D_B_projected_d_avg: 4.098283 G_GAN_D_B_basic_avg: 1.149247 D_tot_avg: 0.539952 D_GAN_D_A_projected_d_avg: 0.054077 D_GAN_D_A_basic_avg: 0.170836 D_GAN_D_B_projected_d_avg: 0.127412 D_GAN_D_B_basic_avg: 0.187628 
(epoch: 3, iters: 1240, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 9.305607 G_cycle_A_avg: 1.111271 G_idt_A_avg: 0.172151 G_cycle_B_avg: 0.475631 G_idt_B_avg: 0.131746 G_GAN_D_A_projected_d_avg: 4.043141 G_GAN_D_A_basic_avg: 0.597444 G_GAN_D_B_projected_d_avg: 2.443119 G_GAN_D_B_basic_avg: 0.331104 D_tot_avg: 0.414944 D_GAN_D_A_projected_d_avg: 0.036389 D_GAN_D_A_basic_avg: 0.093632 D_GAN_D_B_projected_d_avg: 0.115000 D_GAN_D_B_basic_avg: 0.169922 
(epoch: 3, iters: 1340, time comput per image: 0.474, time data mini batch: 0.002) G_tot_avg: 8.860207 G_cycle_A_avg: 0.638876 G_idt_A_avg: 0.043173 G_cycle_B_avg: 0.365230 G_idt_B_avg: 0.169567 G_GAN_D_A_projected_d_avg: 3.270007 G_GAN_D_A_basic_avg: 0.714488 G_GAN_D_B_projected_d_avg: 2.904381 G_GAN_D_B_basic_avg: 0.754485 D_tot_avg: 0.397030 D_GAN_D_A_projected_d_avg: 0.087378 D_GAN_D_A_basic_avg: 0.055685 D_GAN_D_B_projected_d_avg: 0.128922 D_GAN_D_B_basic_avg: 0.125046 
(epoch: 3, iters: 1440, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 8.302932 G_cycle_A_avg: 1.105545 G_idt_A_avg: 0.031885 G_cycle_B_avg: 0.179675 G_idt_B_avg: 0.087026 G_GAN_D_A_projected_d_avg: 2.498385 G_GAN_D_A_basic_avg: 0.704479 G_GAN_D_B_projected_d_avg: 3.375899 G_GAN_D_B_basic_avg: 0.320037 D_tot_avg: 0.478577 D_GAN_D_A_projected_d_avg: 0.083229 D_GAN_D_A_basic_avg: 0.088597 D_GAN_D_B_projected_d_avg: 0.129985 D_GAN_D_B_basic_avg: 0.176765 
(epoch: 3, iters: 1540, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 7.733915 G_cycle_A_avg: 1.215487 G_idt_A_avg: 0.029545 G_cycle_B_avg: 0.256851 G_idt_B_avg: 0.070047 G_GAN_D_A_projected_d_avg: 2.530028 G_GAN_D_A_basic_avg: 0.530359 G_GAN_D_B_projected_d_avg: 2.460515 G_GAN_D_B_basic_avg: 0.641082 D_tot_avg: 0.376023 D_GAN_D_A_projected_d_avg: 0.048958 D_GAN_D_A_basic_avg: 0.105575 D_GAN_D_B_projected_d_avg: 0.110178 D_GAN_D_B_basic_avg: 0.111312 
(epoch: 3, iters: 1640, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 6.900328 G_cycle_A_avg: 0.985983 G_idt_A_avg: 0.027994 G_cycle_B_avg: 0.311779 G_idt_B_avg: 0.094394 G_GAN_D_A_projected_d_avg: 3.255126 G_GAN_D_A_basic_avg: 0.581316 G_GAN_D_B_projected_d_avg: 1.125162 G_GAN_D_B_basic_avg: 0.518574 D_tot_avg: 0.387244 D_GAN_D_A_projected_d_avg: 0.018522 D_GAN_D_A_basic_avg: 0.047425 D_GAN_D_B_projected_d_avg: 0.169537 D_GAN_D_B_basic_avg: 0.151760 
(epoch: 3, iters: 1740, time comput per image: 0.469, time data mini batch: 0.007) G_tot_avg: 9.514602 G_cycle_A_avg: 0.454343 G_idt_A_avg: 0.067317 G_cycle_B_avg: 0.506243 G_idt_B_avg: 0.120909 G_GAN_D_A_projected_d_avg: 3.397717 G_GAN_D_A_basic_avg: 0.591915 G_GAN_D_B_projected_d_avg: 3.816460 G_GAN_D_B_basic_avg: 0.559696 D_tot_avg: 0.566070 D_GAN_D_A_projected_d_avg: 0.268337 D_GAN_D_A_basic_avg: 0.082490 D_GAN_D_B_projected_d_avg: 0.101290 D_GAN_D_B_basic_avg: 0.113954 
(epoch: 3, iters: 1840, time comput per image: 0.468, time data mini batch: 0.002) G_tot_avg: 8.598785 G_cycle_A_avg: 0.573950 G_idt_A_avg: 0.027116 G_cycle_B_avg: 0.418863 G_idt_B_avg: 0.167069 G_GAN_D_A_projected_d_avg: 3.010175 G_GAN_D_A_basic_avg: 0.639845 G_GAN_D_B_projected_d_avg: 3.305479 G_GAN_D_B_basic_avg: 0.456290 D_tot_avg: 0.671748 D_GAN_D_A_projected_d_avg: 0.317188 D_GAN_D_A_basic_avg: 0.091970 D_GAN_D_B_projected_d_avg: 0.129900 D_GAN_D_B_basic_avg: 0.132690 
(epoch: 3, iters: 1940, time comput per image: 0.475, time data mini batch: 0.002) G_tot_avg: 9.127646 G_cycle_A_avg: 0.489827 G_idt_A_avg: 0.027645 G_cycle_B_avg: 0.394828 G_idt_B_avg: 0.136502 G_GAN_D_A_projected_d_avg: 2.713972 G_GAN_D_A_basic_avg: 0.672658 G_GAN_D_B_projected_d_avg: 4.101087 G_GAN_D_B_basic_avg: 0.591127 D_tot_avg: 0.387740 D_GAN_D_A_projected_d_avg: 0.064399 D_GAN_D_A_basic_avg: 0.057281 D_GAN_D_B_projected_d_avg: 0.190310 D_GAN_D_B_basic_avg: 0.075751 
(epoch: 3, iters: 2040, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 7.265033 G_cycle_A_avg: 0.761018 G_idt_A_avg: 0.021544 G_cycle_B_avg: 0.409014 G_idt_B_avg: 0.130816 G_GAN_D_A_projected_d_avg: 2.959421 G_GAN_D_A_basic_avg: 0.542224 G_GAN_D_B_projected_d_avg: 1.791525 G_GAN_D_B_basic_avg: 0.649472 D_tot_avg: 0.620353 D_GAN_D_A_projected_d_avg: 0.072823 D_GAN_D_A_basic_avg: 0.104901 D_GAN_D_B_projected_d_avg: 0.371528 D_GAN_D_B_basic_avg: 0.071103 
(epoch: 3, iters: 2140, time comput per image: 0.466, time data mini batch: 0.006) G_tot_avg: 6.913662 G_cycle_A_avg: 0.652706 G_idt_A_avg: 0.050244 G_cycle_B_avg: 0.248823 G_idt_B_avg: 0.095047 G_GAN_D_A_projected_d_avg: 2.388326 G_GAN_D_A_basic_avg: 0.391005 G_GAN_D_B_projected_d_avg: 2.528390 G_GAN_D_B_basic_avg: 0.559121 D_tot_avg: 0.493493 D_GAN_D_A_projected_d_avg: 0.179390 D_GAN_D_A_basic_avg: 0.083775 D_GAN_D_B_projected_d_avg: 0.050134 D_GAN_D_B_basic_avg: 0.180193 
(epoch: 3, iters: 2240, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 6.838344 G_cycle_A_avg: 0.516968 G_idt_A_avg: 0.027154 G_cycle_B_avg: 0.219968 G_idt_B_avg: 0.086373 G_GAN_D_A_projected_d_avg: 2.536731 G_GAN_D_A_basic_avg: 0.559443 G_GAN_D_B_projected_d_avg: 2.620518 G_GAN_D_B_basic_avg: 0.271189 D_tot_avg: 0.638568 D_GAN_D_A_projected_d_avg: 0.217377 D_GAN_D_A_basic_avg: 0.146499 D_GAN_D_B_projected_d_avg: 0.109511 D_GAN_D_B_basic_avg: 0.165180 
(epoch: 3, iters: 2340, time comput per image: 0.468, time data mini batch: 0.002) G_tot_avg: 8.383207 G_cycle_A_avg: 0.898878 G_idt_A_avg: 0.134043 G_cycle_B_avg: 0.316512 G_idt_B_avg: 0.075820 G_GAN_D_A_projected_d_avg: 2.325684 G_GAN_D_A_basic_avg: 0.589332 G_GAN_D_B_projected_d_avg: 3.642065 G_GAN_D_B_basic_avg: 0.400873 D_tot_avg: 0.402382 D_GAN_D_A_projected_d_avg: 0.052535 D_GAN_D_A_basic_avg: 0.101309 D_GAN_D_B_projected_d_avg: 0.092320 D_GAN_D_B_basic_avg: 0.156218 
(epoch: 3, iters: 2440, time comput per image: 0.474, time data mini batch: 0.002) G_tot_avg: 9.407827 G_cycle_A_avg: 1.873843 G_idt_A_avg: 0.034989 G_cycle_B_avg: 0.145308 G_idt_B_avg: 0.041771 G_GAN_D_A_projected_d_avg: 2.780552 G_GAN_D_A_basic_avg: 0.928897 G_GAN_D_B_projected_d_avg: 2.768574 G_GAN_D_B_basic_avg: 0.833894 D_tot_avg: 0.330534 D_GAN_D_A_projected_d_avg: 0.036872 D_GAN_D_A_basic_avg: 0.036910 D_GAN_D_B_projected_d_avg: 0.149127 D_GAN_D_B_basic_avg: 0.107625 
(epoch: 3, iters: 2540, time comput per image: 0.477, time data mini batch: 0.002) G_tot_avg: 8.744921 G_cycle_A_avg: 1.244184 G_idt_A_avg: 0.033416 G_cycle_B_avg: 0.135328 G_idt_B_avg: 0.040813 G_GAN_D_A_projected_d_avg: 3.592786 G_GAN_D_A_basic_avg: 0.620648 G_GAN_D_B_projected_d_avg: 2.661478 G_GAN_D_B_basic_avg: 0.416268 D_tot_avg: 0.434627 D_GAN_D_A_projected_d_avg: 0.113107 D_GAN_D_A_basic_avg: 0.096967 D_GAN_D_B_projected_d_avg: 0.173784 D_GAN_D_B_basic_avg: 0.050769 
(epoch: 3, iters: 2640, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 9.341084 G_cycle_A_avg: 0.981678 G_idt_A_avg: 0.096004 G_cycle_B_avg: 0.217968 G_idt_B_avg: 0.038127 G_GAN_D_A_projected_d_avg: 2.837482 G_GAN_D_A_basic_avg: 0.554013 G_GAN_D_B_projected_d_avg: 4.062099 G_GAN_D_B_basic_avg: 0.553714 D_tot_avg: 0.382623 D_GAN_D_A_projected_d_avg: 0.013973 D_GAN_D_A_basic_avg: 0.043882 D_GAN_D_B_projected_d_avg: 0.163407 D_GAN_D_B_basic_avg: 0.161360 
(epoch: 3, iters: 2740, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 6.345497 G_cycle_A_avg: 0.784526 G_idt_A_avg: 0.055529 G_cycle_B_avg: 0.281404 G_idt_B_avg: 0.085033 G_GAN_D_A_projected_d_avg: 1.824555 G_GAN_D_A_basic_avg: 1.040409 G_GAN_D_B_projected_d_avg: 1.725876 G_GAN_D_B_basic_avg: 0.548164 D_tot_avg: 0.653257 D_GAN_D_A_projected_d_avg: 0.155028 D_GAN_D_A_basic_avg: 0.084101 D_GAN_D_B_projected_d_avg: 0.309261 D_GAN_D_B_basic_avg: 0.104866 
(epoch: 3, iters: 2840, time comput per image: 0.475, time data mini batch: 0.002) G_tot_avg: 9.289585 G_cycle_A_avg: 1.129692 G_idt_A_avg: 0.112548 G_cycle_B_avg: 0.309214 G_idt_B_avg: 0.066754 G_GAN_D_A_projected_d_avg: 3.314837 G_GAN_D_A_basic_avg: 0.660793 G_GAN_D_B_projected_d_avg: 2.760783 G_GAN_D_B_basic_avg: 0.934962 D_tot_avg: 0.517146 D_GAN_D_A_projected_d_avg: 0.195358 D_GAN_D_A_basic_avg: 0.032046 D_GAN_D_B_projected_d_avg: 0.144701 D_GAN_D_B_basic_avg: 0.145041 
(epoch: 3, iters: 2940, time comput per image: 0.479, time data mini batch: 0.002) G_tot_avg: 9.095758 G_cycle_A_avg: 1.012664 G_idt_A_avg: 0.113729 G_cycle_B_avg: 0.300697 G_idt_B_avg: 0.098459 G_GAN_D_A_projected_d_avg: 2.788880 G_GAN_D_A_basic_avg: 0.832387 G_GAN_D_B_projected_d_avg: 3.078985 G_GAN_D_B_basic_avg: 0.869958 D_tot_avg: 0.328332 D_GAN_D_A_projected_d_avg: 0.032501 D_GAN_D_A_basic_avg: 0.050852 D_GAN_D_B_projected_d_avg: 0.101225 D_GAN_D_B_basic_avg: 0.143753 
(epoch: 3, iters: 3040, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 9.578718 G_cycle_A_avg: 1.035005 G_idt_A_avg: 0.227551 G_cycle_B_avg: 0.435873 G_idt_B_avg: 0.108016 G_GAN_D_A_projected_d_avg: 3.289758 G_GAN_D_A_basic_avg: 0.617176 G_GAN_D_B_projected_d_avg: 2.930312 G_GAN_D_B_basic_avg: 0.935026 D_tot_avg: 0.381996 D_GAN_D_A_projected_d_avg: 0.109899 D_GAN_D_A_basic_avg: 0.076280 D_GAN_D_B_projected_d_avg: 0.113723 D_GAN_D_B_basic_avg: 0.082094 
(epoch: 3, iters: 3140, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 10.707664 G_cycle_A_avg: 0.701903 G_idt_A_avg: 0.023408 G_cycle_B_avg: 0.253636 G_idt_B_avg: 0.075129 G_GAN_D_A_projected_d_avg: 3.336621 G_GAN_D_A_basic_avg: 0.624757 G_GAN_D_B_projected_d_avg: 4.507772 G_GAN_D_B_basic_avg: 1.184437 D_tot_avg: 0.308788 D_GAN_D_A_projected_d_avg: 0.020541 D_GAN_D_A_basic_avg: 0.059824 D_GAN_D_B_projected_d_avg: 0.072573 D_GAN_D_B_basic_avg: 0.155849 
(epoch: 3, iters: 3240, time comput per image: 0.466, time data mini batch: 0.005) G_tot_avg: 8.629061 G_cycle_A_avg: 1.216911 G_idt_A_avg: 0.032074 G_cycle_B_avg: 0.179479 G_idt_B_avg: 0.052517 G_GAN_D_A_projected_d_avg: 2.576253 G_GAN_D_A_basic_avg: 0.598327 G_GAN_D_B_projected_d_avg: 3.080245 G_GAN_D_B_basic_avg: 0.893256 D_tot_avg: 0.395739 D_GAN_D_A_projected_d_avg: 0.041766 D_GAN_D_A_basic_avg: 0.106817 D_GAN_D_B_projected_d_avg: 0.161273 D_GAN_D_B_basic_avg: 0.085883 
(epoch: 3, iters: 3340, time comput per image: 0.476, time data mini batch: 0.002) G_tot_avg: 7.466478 G_cycle_A_avg: 0.437085 G_idt_A_avg: 0.024647 G_cycle_B_avg: 0.166058 G_idt_B_avg: 0.046824 G_GAN_D_A_projected_d_avg: 3.089104 G_GAN_D_A_basic_avg: 0.632631 G_GAN_D_B_projected_d_avg: 2.605752 G_GAN_D_B_basic_avg: 0.464377 D_tot_avg: 0.425228 D_GAN_D_A_projected_d_avg: 0.159400 D_GAN_D_A_basic_avg: 0.090484 D_GAN_D_B_projected_d_avg: 0.032887 D_GAN_D_B_basic_avg: 0.142458 
(epoch: 3, iters: 3440, time comput per image: 0.472, time data mini batch: 0.006) G_tot_avg: 8.791742 G_cycle_A_avg: 0.940102 G_idt_A_avg: 0.019384 G_cycle_B_avg: 0.252827 G_idt_B_avg: 0.076944 G_GAN_D_A_projected_d_avg: 2.863639 G_GAN_D_A_basic_avg: 0.898519 G_GAN_D_B_projected_d_avg: 3.077810 G_GAN_D_B_basic_avg: 0.662517 D_tot_avg: 0.372673 D_GAN_D_A_projected_d_avg: 0.095486 D_GAN_D_A_basic_avg: 0.124713 D_GAN_D_B_projected_d_avg: 0.110146 D_GAN_D_B_basic_avg: 0.042328 
(epoch: 3, iters: 3540, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 9.682484 G_cycle_A_avg: 1.284355 G_idt_A_avg: 0.127677 G_cycle_B_avg: 0.578414 G_idt_B_avg: 0.179359 G_GAN_D_A_projected_d_avg: 3.165199 G_GAN_D_A_basic_avg: 0.677644 G_GAN_D_B_projected_d_avg: 2.851926 G_GAN_D_B_basic_avg: 0.817911 D_tot_avg: 0.406893 D_GAN_D_A_projected_d_avg: 0.047894 D_GAN_D_A_basic_avg: 0.083606 D_GAN_D_B_projected_d_avg: 0.138368 D_GAN_D_B_basic_avg: 0.137023 
(epoch: 3, iters: 3640, time comput per image: 0.475, time data mini batch: 0.002) G_tot_avg: 9.656539 G_cycle_A_avg: 2.323105 G_idt_A_avg: 0.058387 G_cycle_B_avg: 0.336907 G_idt_B_avg: 0.078860 G_GAN_D_A_projected_d_avg: 3.398457 G_GAN_D_A_basic_avg: 0.711551 G_GAN_D_B_projected_d_avg: 1.910106 G_GAN_D_B_basic_avg: 0.839167 D_tot_avg: 0.439628 D_GAN_D_A_projected_d_avg: 0.050073 D_GAN_D_A_basic_avg: 0.072526 D_GAN_D_B_projected_d_avg: 0.166275 D_GAN_D_B_basic_avg: 0.150754 
(epoch: 3, iters: 3740, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 9.179529 G_cycle_A_avg: 1.011451 G_idt_A_avg: 0.029750 G_cycle_B_avg: 0.311653 G_idt_B_avg: 0.060843 G_GAN_D_A_projected_d_avg: 2.860792 G_GAN_D_A_basic_avg: 0.671183 G_GAN_D_B_projected_d_avg: 3.255543 G_GAN_D_B_basic_avg: 0.978314 D_tot_avg: 0.252696 D_GAN_D_A_projected_d_avg: 0.057157 D_GAN_D_A_basic_avg: 0.036430 D_GAN_D_B_projected_d_avg: 0.091148 D_GAN_D_B_basic_avg: 0.067960 
(epoch: 3, iters: 3840, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 9.004154 G_cycle_A_avg: 0.916214 G_idt_A_avg: 0.026533 G_cycle_B_avg: 0.180236 G_idt_B_avg: 0.059105 G_GAN_D_A_projected_d_avg: 2.587973 G_GAN_D_A_basic_avg: 0.435682 G_GAN_D_B_projected_d_avg: 4.120481 G_GAN_D_B_basic_avg: 0.677930 D_tot_avg: 0.291613 D_GAN_D_A_projected_d_avg: 0.033410 D_GAN_D_A_basic_avg: 0.076911 D_GAN_D_B_projected_d_avg: 0.049621 D_GAN_D_B_basic_avg: 0.131671 
(epoch: 3, iters: 3940, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 8.052063 G_cycle_A_avg: 0.706233 G_idt_A_avg: 0.029500 G_cycle_B_avg: 0.141828 G_idt_B_avg: 0.032919 G_GAN_D_A_projected_d_avg: 2.084259 G_GAN_D_A_basic_avg: 0.611130 G_GAN_D_B_projected_d_avg: 3.884464 G_GAN_D_B_basic_avg: 0.561731 D_tot_avg: 0.537346 D_GAN_D_A_projected_d_avg: 0.201535 D_GAN_D_A_basic_avg: 0.128538 D_GAN_D_B_projected_d_avg: 0.154698 D_GAN_D_B_basic_avg: 0.052575 
(epoch: 3, iters: 4040, time comput per image: 0.468, time data mini batch: 0.004) G_tot_avg: 8.203547 G_cycle_A_avg: 1.526451 G_idt_A_avg: 0.187887 G_cycle_B_avg: 0.426194 G_idt_B_avg: 0.044098 G_GAN_D_A_projected_d_avg: 2.782609 G_GAN_D_A_basic_avg: 0.750292 G_GAN_D_B_projected_d_avg: 2.123863 G_GAN_D_B_basic_avg: 0.362155 D_tot_avg: 0.492924 D_GAN_D_A_projected_d_avg: 0.055965 D_GAN_D_A_basic_avg: 0.085941 D_GAN_D_B_projected_d_avg: 0.272195 D_GAN_D_B_basic_avg: 0.078823 
(epoch: 3, iters: 4140, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 8.568729 G_cycle_A_avg: 1.156053 G_idt_A_avg: 0.038669 G_cycle_B_avg: 0.130459 G_idt_B_avg: 0.032922 G_GAN_D_A_projected_d_avg: 3.404351 G_GAN_D_A_basic_avg: 0.771931 G_GAN_D_B_projected_d_avg: 2.060802 G_GAN_D_B_basic_avg: 0.973542 D_tot_avg: 0.277784 D_GAN_D_A_projected_d_avg: 0.052402 D_GAN_D_A_basic_avg: 0.046920 D_GAN_D_B_projected_d_avg: 0.129515 D_GAN_D_B_basic_avg: 0.048947 
(epoch: 3, iters: 4240, time comput per image: 0.480, time data mini batch: 0.002) G_tot_avg: 8.591442 G_cycle_A_avg: 0.896112 G_idt_A_avg: 0.022502 G_cycle_B_avg: 0.161405 G_idt_B_avg: 0.035942 G_GAN_D_A_projected_d_avg: 3.416657 G_GAN_D_A_basic_avg: 0.892596 G_GAN_D_B_projected_d_avg: 2.328494 G_GAN_D_B_basic_avg: 0.837735 D_tot_avg: 0.485956 D_GAN_D_A_projected_d_avg: 0.174474 D_GAN_D_A_basic_avg: 0.136670 D_GAN_D_B_projected_d_avg: 0.125711 D_GAN_D_B_basic_avg: 0.049100 
(epoch: 3, iters: 4340, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 10.192671 G_cycle_A_avg: 1.272420 G_idt_A_avg: 0.253760 G_cycle_B_avg: 0.271335 G_idt_B_avg: 0.056214 G_GAN_D_A_projected_d_avg: 3.513436 G_GAN_D_A_basic_avg: 0.585003 G_GAN_D_B_projected_d_avg: 3.589659 G_GAN_D_B_basic_avg: 0.650844 D_tot_avg: 0.434125 D_GAN_D_A_projected_d_avg: 0.097144 D_GAN_D_A_basic_avg: 0.043736 D_GAN_D_B_projected_d_avg: 0.203271 D_GAN_D_B_basic_avg: 0.089975 
(epoch: 3, iters: 4440, time comput per image: 0.467, time data mini batch: 0.002) G_tot_avg: 7.759423 G_cycle_A_avg: 0.947640 G_idt_A_avg: 0.024265 G_cycle_B_avg: 0.237444 G_idt_B_avg: 0.076651 G_GAN_D_A_projected_d_avg: 1.959246 G_GAN_D_A_basic_avg: 0.778938 G_GAN_D_B_projected_d_avg: 2.918182 G_GAN_D_B_basic_avg: 0.817055 D_tot_avg: 0.462332 D_GAN_D_A_projected_d_avg: 0.137599 D_GAN_D_A_basic_avg: 0.111136 D_GAN_D_B_projected_d_avg: 0.099428 D_GAN_D_B_basic_avg: 0.114170 
(epoch: 3, iters: 4540, time comput per image: 0.471, time data mini batch: 0.005) G_tot_avg: 8.622774 G_cycle_A_avg: 0.399734 G_idt_A_avg: 0.024203 G_cycle_B_avg: 0.495388 G_idt_B_avg: 0.166975 G_GAN_D_A_projected_d_avg: 2.535977 G_GAN_D_A_basic_avg: 0.756247 G_GAN_D_B_projected_d_avg: 3.561405 G_GAN_D_B_basic_avg: 0.682844 D_tot_avg: 0.363731 D_GAN_D_A_projected_d_avg: 0.201786 D_GAN_D_A_basic_avg: 0.044309 D_GAN_D_B_projected_d_avg: 0.040352 D_GAN_D_B_basic_avg: 0.077284 
(epoch: 3, iters: 4640, time comput per image: 0.475, time data mini batch: 0.007) G_tot_avg: 10.295485 G_cycle_A_avg: 1.296509 G_idt_A_avg: 0.027302 G_cycle_B_avg: 0.444777 G_idt_B_avg: 0.249753 G_GAN_D_A_projected_d_avg: 2.940181 G_GAN_D_A_basic_avg: 0.820031 G_GAN_D_B_projected_d_avg: 3.695426 G_GAN_D_B_basic_avg: 0.821507 D_tot_avg: 0.329247 D_GAN_D_A_projected_d_avg: 0.180016 D_GAN_D_A_basic_avg: 0.044671 D_GAN_D_B_projected_d_avg: 0.013774 D_GAN_D_B_basic_avg: 0.090787 
(epoch: 3, iters: 4740, time comput per image: 0.474, time data mini batch: 0.002) G_tot_avg: 8.708082 G_cycle_A_avg: 1.077179 G_idt_A_avg: 0.094946 G_cycle_B_avg: 0.539630 G_idt_B_avg: 0.181193 G_GAN_D_A_projected_d_avg: 2.075902 G_GAN_D_A_basic_avg: 0.553392 G_GAN_D_B_projected_d_avg: 3.771709 G_GAN_D_B_basic_avg: 0.414131 D_tot_avg: 0.277334 D_GAN_D_A_projected_d_avg: 0.030475 D_GAN_D_A_basic_avg: 0.085295 D_GAN_D_B_projected_d_avg: 0.094325 D_GAN_D_B_basic_avg: 0.067238 
(epoch: 3, iters: 4840, time comput per image: 0.469, time data mini batch: 0.002) G_tot_avg: 8.325758 G_cycle_A_avg: 0.603991 G_idt_A_avg: 0.024212 G_cycle_B_avg: 0.408893 G_idt_B_avg: 0.138769 G_GAN_D_A_projected_d_avg: 3.448726 G_GAN_D_A_basic_avg: 0.809603 G_GAN_D_B_projected_d_avg: 2.010033 G_GAN_D_B_basic_avg: 0.881532 D_tot_avg: 0.528825 D_GAN_D_A_projected_d_avg: 0.207967 D_GAN_D_A_basic_avg: 0.054188 D_GAN_D_B_projected_d_avg: 0.164380 D_GAN_D_B_basic_avg: 0.102290 
(epoch: 3, iters: 4940, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 7.420620 G_cycle_A_avg: 0.556895 G_idt_A_avg: 0.027425 G_cycle_B_avg: 0.414069 G_idt_B_avg: 0.200801 G_GAN_D_A_projected_d_avg: 2.581348 G_GAN_D_A_basic_avg: 1.176007 G_GAN_D_B_projected_d_avg: 2.203740 G_GAN_D_B_basic_avg: 0.260335 D_tot_avg: 0.636853 D_GAN_D_A_projected_d_avg: 0.158084 D_GAN_D_A_basic_avg: 0.212566 D_GAN_D_B_projected_d_avg: 0.131969 D_GAN_D_B_basic_avg: 0.134234 
(epoch: 3, iters: 5040, time comput per image: 0.476, time data mini batch: 0.002) G_tot_avg: 6.943776 G_cycle_A_avg: 0.763350 G_idt_A_avg: 0.164059 G_cycle_B_avg: 0.530664 G_idt_B_avg: 0.114263 G_GAN_D_A_projected_d_avg: 3.543421 G_GAN_D_A_basic_avg: 0.349365 G_GAN_D_B_projected_d_avg: 0.882250 G_GAN_D_B_basic_avg: 0.596403 D_tot_avg: 0.665213 D_GAN_D_A_projected_d_avg: 0.317748 D_GAN_D_A_basic_avg: 0.045844 D_GAN_D_B_projected_d_avg: 0.156400 D_GAN_D_B_basic_avg: 0.145221 
(epoch: 3, iters: 5140, time comput per image: 0.472, time data mini batch: 0.006) G_tot_avg: 7.817797 G_cycle_A_avg: 1.011086 G_idt_A_avg: 0.042405 G_cycle_B_avg: 0.418774 G_idt_B_avg: 0.156004 G_GAN_D_A_projected_d_avg: 2.599648 G_GAN_D_A_basic_avg: 0.697982 G_GAN_D_B_projected_d_avg: 2.242018 G_GAN_D_B_basic_avg: 0.649879 D_tot_avg: 0.534195 D_GAN_D_A_projected_d_avg: 0.211632 D_GAN_D_A_basic_avg: 0.144124 D_GAN_D_B_projected_d_avg: 0.072186 D_GAN_D_B_basic_avg: 0.106252 
(epoch: 3, iters: 5240, time comput per image: 0.474, time data mini batch: 0.002) G_tot_avg: 9.154249 G_cycle_A_avg: 0.666365 G_idt_A_avg: 0.026259 G_cycle_B_avg: 0.328268 G_idt_B_avg: 0.098991 G_GAN_D_A_projected_d_avg: 3.100334 G_GAN_D_A_basic_avg: 1.055235 G_GAN_D_B_projected_d_avg: 3.343588 G_GAN_D_B_basic_avg: 0.535209 D_tot_avg: 0.384985 D_GAN_D_A_projected_d_avg: 0.038859 D_GAN_D_A_basic_avg: 0.085170 D_GAN_D_B_projected_d_avg: 0.153184 D_GAN_D_B_basic_avg: 0.107772 
(epoch: 3, iters: 5340, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 6.892611 G_cycle_A_avg: 1.140499 G_idt_A_avg: 0.043932 G_cycle_B_avg: 0.275091 G_idt_B_avg: 0.071692 G_GAN_D_A_projected_d_avg: 2.468980 G_GAN_D_A_basic_avg: 0.781817 G_GAN_D_B_projected_d_avg: 1.526764 G_GAN_D_B_basic_avg: 0.583836 D_tot_avg: 0.805195 D_GAN_D_A_projected_d_avg: 0.309345 D_GAN_D_A_basic_avg: 0.058409 D_GAN_D_B_projected_d_avg: 0.253182 D_GAN_D_B_basic_avg: 0.184260 
(epoch: 3, iters: 5440, time comput per image: 0.468, time data mini batch: 0.007) G_tot_avg: 8.087037 G_cycle_A_avg: 1.020651 G_idt_A_avg: 0.024352 G_cycle_B_avg: 0.309646 G_idt_B_avg: 0.144229 G_GAN_D_A_projected_d_avg: 2.706184 G_GAN_D_A_basic_avg: 0.677434 G_GAN_D_B_projected_d_avg: 2.794596 G_GAN_D_B_basic_avg: 0.409945 D_tot_avg: 0.335254 D_GAN_D_A_projected_d_avg: 0.098758 D_GAN_D_A_basic_avg: 0.056931 D_GAN_D_B_projected_d_avg: 0.120568 D_GAN_D_B_basic_avg: 0.058996 
(epoch: 3, iters: 5540, time comput per image: 0.469, time data mini batch: 0.006) G_tot_avg: 8.783499 G_cycle_A_avg: 1.091783 G_idt_A_avg: 0.021034 G_cycle_B_avg: 0.357925 G_idt_B_avg: 0.148555 G_GAN_D_A_projected_d_avg: 3.216028 G_GAN_D_A_basic_avg: 0.750060 G_GAN_D_B_projected_d_avg: 2.606031 G_GAN_D_B_basic_avg: 0.592080 D_tot_avg: 0.254485 D_GAN_D_A_projected_d_avg: 0.050435 D_GAN_D_A_basic_avg: 0.070090 D_GAN_D_B_projected_d_avg: 0.081995 D_GAN_D_B_basic_avg: 0.051965 
(epoch: 3, iters: 5640, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 8.345187 G_cycle_A_avg: 1.213277 G_idt_A_avg: 0.031584 G_cycle_B_avg: 0.450517 G_idt_B_avg: 0.161346 G_GAN_D_A_projected_d_avg: 2.178594 G_GAN_D_A_basic_avg: 0.763645 G_GAN_D_B_projected_d_avg: 2.608207 G_GAN_D_B_basic_avg: 0.938017 D_tot_avg: 0.326306 D_GAN_D_A_projected_d_avg: 0.113945 D_GAN_D_A_basic_avg: 0.053659 D_GAN_D_B_projected_d_avg: 0.118986 D_GAN_D_B_basic_avg: 0.039716 
(epoch: 3, iters: 5740, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 7.899533 G_cycle_A_avg: 0.603533 G_idt_A_avg: 0.019838 G_cycle_B_avg: 0.406147 G_idt_B_avg: 0.181281 G_GAN_D_A_projected_d_avg: 3.513930 G_GAN_D_A_basic_avg: 0.876371 G_GAN_D_B_projected_d_avg: 1.794565 G_GAN_D_B_basic_avg: 0.503869 D_tot_avg: 0.910153 D_GAN_D_A_projected_d_avg: 0.359792 D_GAN_D_A_basic_avg: 0.047023 D_GAN_D_B_projected_d_avg: 0.402379 D_GAN_D_B_basic_avg: 0.100960 
(epoch: 3, iters: 5840, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 8.489841 G_cycle_A_avg: 1.966503 G_idt_A_avg: 0.023435 G_cycle_B_avg: 0.273921 G_idt_B_avg: 0.100293 G_GAN_D_A_projected_d_avg: 2.445436 G_GAN_D_A_basic_avg: 0.784406 G_GAN_D_B_projected_d_avg: 2.170010 G_GAN_D_B_basic_avg: 0.725836 D_tot_avg: 0.450904 D_GAN_D_A_projected_d_avg: 0.073767 D_GAN_D_A_basic_avg: 0.063674 D_GAN_D_B_projected_d_avg: 0.194066 D_GAN_D_B_basic_avg: 0.119397 
(epoch: 3, iters: 5940, time comput per image: 0.482, time data mini batch: 0.002) G_tot_avg: 7.540554 G_cycle_A_avg: 1.713496 G_idt_A_avg: 0.102478 G_cycle_B_avg: 0.597876 G_idt_B_avg: 0.203906 G_GAN_D_A_projected_d_avg: 1.684807 G_GAN_D_A_basic_avg: 0.644787 G_GAN_D_B_projected_d_avg: 2.020978 G_GAN_D_B_basic_avg: 0.572225 D_tot_avg: 0.398505 D_GAN_D_A_projected_d_avg: 0.099504 D_GAN_D_A_basic_avg: 0.075789 D_GAN_D_B_projected_d_avg: 0.140722 D_GAN_D_B_basic_avg: 0.082490 
(epoch: 3, iters: 6040, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 9.417864 G_cycle_A_avg: 0.542987 G_idt_A_avg: 0.024733 G_cycle_B_avg: 0.326679 G_idt_B_avg: 0.244981 G_GAN_D_A_projected_d_avg: 1.789427 G_GAN_D_A_basic_avg: 1.152281 G_GAN_D_B_projected_d_avg: 4.181705 G_GAN_D_B_basic_avg: 1.155071 D_tot_avg: 0.305221 D_GAN_D_A_projected_d_avg: 0.062646 D_GAN_D_A_basic_avg: 0.040183 D_GAN_D_B_projected_d_avg: 0.134815 D_GAN_D_B_basic_avg: 0.067578 
(epoch: 3, iters: 6140, time comput per image: 0.471, time data mini batch: 0.002) G_tot_avg: 9.816301 G_cycle_A_avg: 0.553627 G_idt_A_avg: 0.059909 G_cycle_B_avg: 0.472460 G_idt_B_avg: 0.190749 G_GAN_D_A_projected_d_avg: 2.820266 G_GAN_D_A_basic_avg: 0.711525 G_GAN_D_B_projected_d_avg: 4.496536 G_GAN_D_B_basic_avg: 0.511229 D_tot_avg: 0.384157 D_GAN_D_A_projected_d_avg: 0.143138 D_GAN_D_A_basic_avg: 0.064164 D_GAN_D_B_projected_d_avg: 0.097750 D_GAN_D_B_basic_avg: 0.079106 
(epoch: 3, iters: 6240, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 6.216944 G_cycle_A_avg: 0.629970 G_idt_A_avg: 0.183143 G_cycle_B_avg: 0.601446 G_idt_B_avg: 0.213858 G_GAN_D_A_projected_d_avg: 1.847641 G_GAN_D_A_basic_avg: 0.793284 G_GAN_D_B_projected_d_avg: 1.507183 G_GAN_D_B_basic_avg: 0.440419 D_tot_avg: 0.733159 D_GAN_D_A_projected_d_avg: 0.209151 D_GAN_D_A_basic_avg: 0.163641 D_GAN_D_B_projected_d_avg: 0.303473 D_GAN_D_B_basic_avg: 0.056894 
(epoch: 3, iters: 6340, time comput per image: 0.466, time data mini batch: 0.006) G_tot_avg: 9.038440 G_cycle_A_avg: 0.840688 G_idt_A_avg: 0.150015 G_cycle_B_avg: 0.779284 G_idt_B_avg: 0.171675 G_GAN_D_A_projected_d_avg: 1.615746 G_GAN_D_A_basic_avg: 0.735658 G_GAN_D_B_projected_d_avg: 3.654133 G_GAN_D_B_basic_avg: 1.091240 D_tot_avg: 0.467232 D_GAN_D_A_projected_d_avg: 0.276505 D_GAN_D_A_basic_avg: 0.023917 D_GAN_D_B_projected_d_avg: 0.091403 D_GAN_D_B_basic_avg: 0.075408 
(epoch: 3, iters: 6440, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 9.541006 G_cycle_A_avg: 0.758366 G_idt_A_avg: 0.092682 G_cycle_B_avg: 0.977675 G_idt_B_avg: 0.207672 G_GAN_D_A_projected_d_avg: 1.281008 G_GAN_D_A_basic_avg: 1.013199 G_GAN_D_B_projected_d_avg: 4.565147 G_GAN_D_B_basic_avg: 0.645257 D_tot_avg: 0.305993 D_GAN_D_A_projected_d_avg: 0.107806 D_GAN_D_A_basic_avg: 0.035489 D_GAN_D_B_projected_d_avg: 0.093878 D_GAN_D_B_basic_avg: 0.068821 
(epoch: 3, iters: 6540, time comput per image: 0.477, time data mini batch: 0.002) G_tot_avg: 7.469826 G_cycle_A_avg: 0.823943 G_idt_A_avg: 0.129122 G_cycle_B_avg: 0.732493 G_idt_B_avg: 0.318770 G_GAN_D_A_projected_d_avg: 1.361253 G_GAN_D_A_basic_avg: 0.544905 G_GAN_D_B_projected_d_avg: 3.038560 G_GAN_D_B_basic_avg: 0.520779 D_tot_avg: 0.596352 D_GAN_D_A_projected_d_avg: 0.367854 D_GAN_D_A_basic_avg: 0.082743 D_GAN_D_B_projected_d_avg: 0.081037 D_GAN_D_B_basic_avg: 0.064718 
(epoch: 3, iters: 6640, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 7.294380 G_cycle_A_avg: 0.899285 G_idt_A_avg: 0.105156 G_cycle_B_avg: 0.590370 G_idt_B_avg: 0.290037 G_GAN_D_A_projected_d_avg: 2.017148 G_GAN_D_A_basic_avg: 0.569933 G_GAN_D_B_projected_d_avg: 2.134059 G_GAN_D_B_basic_avg: 0.688391 D_tot_avg: 0.550032 D_GAN_D_A_projected_d_avg: 0.246225 D_GAN_D_A_basic_avg: 0.093681 D_GAN_D_B_projected_d_avg: 0.124606 D_GAN_D_B_basic_avg: 0.085520 
(epoch: 4, iters: 10, time comput per image: 0.466, time data mini batch: 0.001) G_tot_avg: 8.303114 G_cycle_A_avg: 0.600718 G_idt_A_avg: 0.059209 G_cycle_B_avg: 0.283792 G_idt_B_avg: 0.071343 G_GAN_D_A_projected_d_avg: 1.758326 G_GAN_D_A_basic_avg: 0.776944 G_GAN_D_B_projected_d_avg: 3.955364 G_GAN_D_B_basic_avg: 0.797419 D_tot_avg: 0.358911 D_GAN_D_A_projected_d_avg: 0.175317 D_GAN_D_A_basic_avg: 0.095576 D_GAN_D_B_projected_d_avg: 0.039743 D_GAN_D_B_basic_avg: 0.048275 
(epoch: 4, iters: 110, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 8.690800 G_cycle_A_avg: 0.582172 G_idt_A_avg: 0.041976 G_cycle_B_avg: 0.225783 G_idt_B_avg: 0.083106 G_GAN_D_A_projected_d_avg: 2.346550 G_GAN_D_A_basic_avg: 0.472602 G_GAN_D_B_projected_d_avg: 3.934724 G_GAN_D_B_basic_avg: 1.003884 D_tot_avg: 0.325655 D_GAN_D_A_projected_d_avg: 0.171098 D_GAN_D_A_basic_avg: 0.048048 D_GAN_D_B_projected_d_avg: 0.035232 D_GAN_D_B_basic_avg: 0.071277 
(epoch: 4, iters: 210, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 9.947453 G_cycle_A_avg: 0.537244 G_idt_A_avg: 0.121047 G_cycle_B_avg: 0.324214 G_idt_B_avg: 0.042273 G_GAN_D_A_projected_d_avg: 3.263115 G_GAN_D_A_basic_avg: 0.519798 G_GAN_D_B_projected_d_avg: 4.416294 G_GAN_D_B_basic_avg: 0.723469 D_tot_avg: 0.336375 D_GAN_D_A_projected_d_avg: 0.075806 D_GAN_D_A_basic_avg: 0.033023 D_GAN_D_B_projected_d_avg: 0.141250 D_GAN_D_B_basic_avg: 0.086297 
(epoch: 4, iters: 310, time comput per image: 0.473, time data mini batch: 0.007) G_tot_avg: 11.391249 G_cycle_A_avg: 0.386961 G_idt_A_avg: 0.055304 G_cycle_B_avg: 0.157799 G_idt_B_avg: 0.031460 G_GAN_D_A_projected_d_avg: 3.903701 G_GAN_D_A_basic_avg: 1.057858 G_GAN_D_B_projected_d_avg: 5.121981 G_GAN_D_B_basic_avg: 0.676185 D_tot_avg: 0.251332 D_GAN_D_A_projected_d_avg: 0.010544 D_GAN_D_A_basic_avg: 0.130730 D_GAN_D_B_projected_d_avg: 0.015421 D_GAN_D_B_basic_avg: 0.094636 
(epoch: 4, iters: 410, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 8.841806 G_cycle_A_avg: 0.399044 G_idt_A_avg: 0.075276 G_cycle_B_avg: 0.223830 G_idt_B_avg: 0.038859 G_GAN_D_A_projected_d_avg: 3.501476 G_GAN_D_A_basic_avg: 0.685578 G_GAN_D_B_projected_d_avg: 3.453523 G_GAN_D_B_basic_avg: 0.464221 D_tot_avg: 0.566943 D_GAN_D_A_projected_d_avg: 0.278396 D_GAN_D_A_basic_avg: 0.078092 D_GAN_D_B_projected_d_avg: 0.116044 D_GAN_D_B_basic_avg: 0.094411 
(epoch: 4, iters: 510, time comput per image: 0.470, time data mini batch: 0.004) G_tot_avg: 8.040035 G_cycle_A_avg: 0.773870 G_idt_A_avg: 0.040989 G_cycle_B_avg: 0.171953 G_idt_B_avg: 0.060962 G_GAN_D_A_projected_d_avg: 3.027587 G_GAN_D_A_basic_avg: 0.819461 G_GAN_D_B_projected_d_avg: 2.268673 G_GAN_D_B_basic_avg: 0.876539 D_tot_avg: 0.484941 D_GAN_D_A_projected_d_avg: 0.046605 D_GAN_D_A_basic_avg: 0.037659 D_GAN_D_B_projected_d_avg: 0.251360 D_GAN_D_B_basic_avg: 0.149318 
(epoch: 4, iters: 610, time comput per image: 0.471, time data mini batch: 0.004) G_tot_avg: 7.796376 G_cycle_A_avg: 1.536796 G_idt_A_avg: 0.130465 G_cycle_B_avg: 0.339050 G_idt_B_avg: 0.054591 G_GAN_D_A_projected_d_avg: 2.713905 G_GAN_D_A_basic_avg: 0.669647 G_GAN_D_B_projected_d_avg: 1.737218 G_GAN_D_B_basic_avg: 0.614703 D_tot_avg: 0.428156 D_GAN_D_A_projected_d_avg: 0.014408 D_GAN_D_A_basic_avg: 0.049472 D_GAN_D_B_projected_d_avg: 0.271046 D_GAN_D_B_basic_avg: 0.093229 
(epoch: 4, iters: 710, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 9.058270 G_cycle_A_avg: 1.126018 G_idt_A_avg: 0.327936 G_cycle_B_avg: 0.761250 G_idt_B_avg: 0.105612 G_GAN_D_A_projected_d_avg: 3.645424 G_GAN_D_A_basic_avg: 0.550759 G_GAN_D_B_projected_d_avg: 1.968400 G_GAN_D_B_basic_avg: 0.572872 D_tot_avg: 0.466597 D_GAN_D_A_projected_d_avg: 0.111240 D_GAN_D_A_basic_avg: 0.056103 D_GAN_D_B_projected_d_avg: 0.133206 D_GAN_D_B_basic_avg: 0.166048 
(epoch: 4, iters: 810, time comput per image: 0.478, time data mini batch: 0.011) G_tot_avg: 10.339676 G_cycle_A_avg: 0.884131 G_idt_A_avg: 0.025140 G_cycle_B_avg: 0.354390 G_idt_B_avg: 0.104106 G_GAN_D_A_projected_d_avg: 2.769952 G_GAN_D_A_basic_avg: 1.287763 G_GAN_D_B_projected_d_avg: 4.262258 G_GAN_D_B_basic_avg: 0.651935 D_tot_avg: 0.388973 D_GAN_D_A_projected_d_avg: 0.005073 D_GAN_D_A_basic_avg: 0.050274 D_GAN_D_B_projected_d_avg: 0.274105 D_GAN_D_B_basic_avg: 0.059521 
(epoch: 4, iters: 910, time comput per image: 0.468, time data mini batch: 0.007) G_tot_avg: 10.195506 G_cycle_A_avg: 0.875611 G_idt_A_avg: 0.028325 G_cycle_B_avg: 0.380736 G_idt_B_avg: 0.164346 G_GAN_D_A_projected_d_avg: 4.292031 G_GAN_D_A_basic_avg: 0.546924 G_GAN_D_B_projected_d_avg: 3.275527 G_GAN_D_B_basic_avg: 0.632007 D_tot_avg: 0.299635 D_GAN_D_A_projected_d_avg: 0.107558 D_GAN_D_A_basic_avg: 0.041902 D_GAN_D_B_projected_d_avg: 0.064014 D_GAN_D_B_basic_avg: 0.086161 
(epoch: 4, iters: 1010, time comput per image: 0.469, time data mini batch: 0.004) G_tot_avg: 8.866717 G_cycle_A_avg: 1.954021 G_idt_A_avg: 0.053769 G_cycle_B_avg: 0.303654 G_idt_B_avg: 0.099598 G_GAN_D_A_projected_d_avg: 2.907690 G_GAN_D_A_basic_avg: 0.455154 G_GAN_D_B_projected_d_avg: 2.049039 G_GAN_D_B_basic_avg: 1.043794 D_tot_avg: 0.540629 D_GAN_D_A_projected_d_avg: 0.108750 D_GAN_D_A_basic_avg: 0.097648 D_GAN_D_B_projected_d_avg: 0.255963 D_GAN_D_B_basic_avg: 0.078268 
(epoch: 4, iters: 1110, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 10.616794 G_cycle_A_avg: 1.261494 G_idt_A_avg: 0.031249 G_cycle_B_avg: 0.184673 G_idt_B_avg: 0.048915 G_GAN_D_A_projected_d_avg: 3.866098 G_GAN_D_A_basic_avg: 0.631040 G_GAN_D_B_projected_d_avg: 3.662964 G_GAN_D_B_basic_avg: 0.930361 D_tot_avg: 0.295280 D_GAN_D_A_projected_d_avg: 0.022634 D_GAN_D_A_basic_avg: 0.051270 D_GAN_D_B_projected_d_avg: 0.127785 D_GAN_D_B_basic_avg: 0.093591 
(epoch: 4, iters: 1210, time comput per image: 0.464, time data mini batch: 0.009) G_tot_avg: 8.849255 G_cycle_A_avg: 0.949183 G_idt_A_avg: 0.025441 G_cycle_B_avg: 0.245835 G_idt_B_avg: 0.104412 G_GAN_D_A_projected_d_avg: 3.929876 G_GAN_D_A_basic_avg: 1.277758 G_GAN_D_B_projected_d_avg: 1.787701 G_GAN_D_B_basic_avg: 0.529048 D_tot_avg: 0.555311 D_GAN_D_A_projected_d_avg: 0.058448 D_GAN_D_A_basic_avg: 0.190506 D_GAN_D_B_projected_d_avg: 0.159005 D_GAN_D_B_basic_avg: 0.147352 
(epoch: 4, iters: 1310, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 10.835953 G_cycle_A_avg: 1.637220 G_idt_A_avg: 0.046669 G_cycle_B_avg: 0.234860 G_idt_B_avg: 0.066504 G_GAN_D_A_projected_d_avg: 3.004357 G_GAN_D_A_basic_avg: 0.748632 G_GAN_D_B_projected_d_avg: 4.569303 G_GAN_D_B_basic_avg: 0.528409 D_tot_avg: 0.485671 D_GAN_D_A_projected_d_avg: 0.122014 D_GAN_D_A_basic_avg: 0.101953 D_GAN_D_B_projected_d_avg: 0.174656 D_GAN_D_B_basic_avg: 0.087047 
(epoch: 4, iters: 1410, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 10.723658 G_cycle_A_avg: 1.186610 G_idt_A_avg: 0.044140 G_cycle_B_avg: 0.206004 G_idt_B_avg: 0.038770 G_GAN_D_A_projected_d_avg: 4.446363 G_GAN_D_A_basic_avg: 0.835253 G_GAN_D_B_projected_d_avg: 3.121893 G_GAN_D_B_basic_avg: 0.844624 D_tot_avg: 0.377943 D_GAN_D_A_projected_d_avg: 0.154556 D_GAN_D_A_basic_avg: 0.025576 D_GAN_D_B_projected_d_avg: 0.074549 D_GAN_D_B_basic_avg: 0.123262 
(epoch: 4, iters: 1510, time comput per image: 0.467, time data mini batch: 0.006) G_tot_avg: 10.888354 G_cycle_A_avg: 1.375728 G_idt_A_avg: 0.029452 G_cycle_B_avg: 0.134477 G_idt_B_avg: 0.027614 G_GAN_D_A_projected_d_avg: 4.545422 G_GAN_D_A_basic_avg: 0.935227 G_GAN_D_B_projected_d_avg: 3.159706 G_GAN_D_B_basic_avg: 0.680729 D_tot_avg: 0.320582 D_GAN_D_A_projected_d_avg: 0.111614 D_GAN_D_A_basic_avg: 0.036064 D_GAN_D_B_projected_d_avg: 0.115918 D_GAN_D_B_basic_avg: 0.056986 
(epoch: 4, iters: 1610, time comput per image: 0.470, time data mini batch: 0.004) G_tot_avg: 7.420737 G_cycle_A_avg: 0.337483 G_idt_A_avg: 0.019617 G_cycle_B_avg: 0.098860 G_idt_B_avg: 0.029375 G_GAN_D_A_projected_d_avg: 3.122423 G_GAN_D_A_basic_avg: 0.908409 G_GAN_D_B_projected_d_avg: 2.159195 G_GAN_D_B_basic_avg: 0.745375 D_tot_avg: 0.244578 D_GAN_D_A_projected_d_avg: 0.039421 D_GAN_D_A_basic_avg: 0.059429 D_GAN_D_B_projected_d_avg: 0.087587 D_GAN_D_B_basic_avg: 0.058142 
(epoch: 4, iters: 1710, time comput per image: 0.479, time data mini batch: 0.008) G_tot_avg: 8.065718 G_cycle_A_avg: 1.174589 G_idt_A_avg: 0.188955 G_cycle_B_avg: 0.443486 G_idt_B_avg: 0.036963 G_GAN_D_A_projected_d_avg: 2.651998 G_GAN_D_A_basic_avg: 0.915325 G_GAN_D_B_projected_d_avg: 2.314767 G_GAN_D_B_basic_avg: 0.339635 D_tot_avg: 0.397594 D_GAN_D_A_projected_d_avg: 0.013769 D_GAN_D_A_basic_avg: 0.061069 D_GAN_D_B_projected_d_avg: 0.255175 D_GAN_D_B_basic_avg: 0.067582 
(epoch: 4, iters: 1810, time comput per image: 0.475, time data mini batch: 0.004) G_tot_avg: 9.579699 G_cycle_A_avg: 1.003557 G_idt_A_avg: 0.026271 G_cycle_B_avg: 0.174228 G_idt_B_avg: 0.056998 G_GAN_D_A_projected_d_avg: 3.844363 G_GAN_D_A_basic_avg: 0.577677 G_GAN_D_B_projected_d_avg: 3.188962 G_GAN_D_B_basic_avg: 0.707643 D_tot_avg: 0.307192 D_GAN_D_A_projected_d_avg: 0.059082 D_GAN_D_A_basic_avg: 0.035662 D_GAN_D_B_projected_d_avg: 0.149885 D_GAN_D_B_basic_avg: 0.062563 
(epoch: 4, iters: 1910, time comput per image: 0.471, time data mini batch: 0.004) G_tot_avg: 9.692580 G_cycle_A_avg: 1.197140 G_idt_A_avg: 0.022811 G_cycle_B_avg: 0.166963 G_idt_B_avg: 0.048278 G_GAN_D_A_projected_d_avg: 3.387372 G_GAN_D_A_basic_avg: 0.908095 G_GAN_D_B_projected_d_avg: 3.019881 G_GAN_D_B_basic_avg: 0.942041 D_tot_avg: 0.320558 D_GAN_D_A_projected_d_avg: 0.050103 D_GAN_D_A_basic_avg: 0.021948 D_GAN_D_B_projected_d_avg: 0.180652 D_GAN_D_B_basic_avg: 0.067856 
(epoch: 4, iters: 2010, time comput per image: 0.470, time data mini batch: 0.004) G_tot_avg: 7.159369 G_cycle_A_avg: 1.221431 G_idt_A_avg: 0.038818 G_cycle_B_avg: 0.203809 G_idt_B_avg: 0.063827 G_GAN_D_A_projected_d_avg: 3.025419 G_GAN_D_A_basic_avg: 0.631589 G_GAN_D_B_projected_d_avg: 1.261612 G_GAN_D_B_basic_avg: 0.712864 D_tot_avg: 0.754587 D_GAN_D_A_projected_d_avg: 0.188256 D_GAN_D_A_basic_avg: 0.031473 D_GAN_D_B_projected_d_avg: 0.441463 D_GAN_D_B_basic_avg: 0.093395 
(epoch: 4, iters: 2110, time comput per image: 0.463, time data mini batch: 0.010) G_tot_avg: 9.628561 G_cycle_A_avg: 1.067705 G_idt_A_avg: 0.037412 G_cycle_B_avg: 0.339503 G_idt_B_avg: 0.071304 G_GAN_D_A_projected_d_avg: 3.253280 G_GAN_D_A_basic_avg: 1.027290 G_GAN_D_B_projected_d_avg: 2.988241 G_GAN_D_B_basic_avg: 0.843826 D_tot_avg: 0.379447 D_GAN_D_A_projected_d_avg: 0.110389 D_GAN_D_A_basic_avg: 0.083206 D_GAN_D_B_projected_d_avg: 0.059164 D_GAN_D_B_basic_avg: 0.126689 
(epoch: 4, iters: 2210, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 9.795568 G_cycle_A_avg: 1.293489 G_idt_A_avg: 0.178117 G_cycle_B_avg: 0.446244 G_idt_B_avg: 0.077855 G_GAN_D_A_projected_d_avg: 3.805125 G_GAN_D_A_basic_avg: 0.842204 G_GAN_D_B_projected_d_avg: 2.664974 G_GAN_D_B_basic_avg: 0.487560 D_tot_avg: 0.296368 D_GAN_D_A_projected_d_avg: 0.001627 D_GAN_D_A_basic_avg: 0.037921 D_GAN_D_B_projected_d_avg: 0.138771 D_GAN_D_B_basic_avg: 0.118048 
(epoch: 4, iters: 2310, time comput per image: 0.470, time data mini batch: 0.004) G_tot_avg: 9.719475 G_cycle_A_avg: 1.073275 G_idt_A_avg: 0.030084 G_cycle_B_avg: 0.312675 G_idt_B_avg: 0.100897 G_GAN_D_A_projected_d_avg: 2.341355 G_GAN_D_A_basic_avg: 1.017755 G_GAN_D_B_projected_d_avg: 4.196027 G_GAN_D_B_basic_avg: 0.647406 D_tot_avg: 0.774128 D_GAN_D_A_projected_d_avg: 0.271678 D_GAN_D_A_basic_avg: 0.031605 D_GAN_D_B_projected_d_avg: 0.348704 D_GAN_D_B_basic_avg: 0.122141 
(epoch: 4, iters: 2410, time comput per image: 0.474, time data mini batch: 0.004) G_tot_avg: 8.651041 G_cycle_A_avg: 0.499526 G_idt_A_avg: 0.038296 G_cycle_B_avg: 0.354664 G_idt_B_avg: 0.080576 G_GAN_D_A_projected_d_avg: 3.247838 G_GAN_D_A_basic_avg: 0.977388 G_GAN_D_B_projected_d_avg: 2.489262 G_GAN_D_B_basic_avg: 0.963492 D_tot_avg: 0.574185 D_GAN_D_A_projected_d_avg: 0.122574 D_GAN_D_A_basic_avg: 0.056022 D_GAN_D_B_projected_d_avg: 0.267883 D_GAN_D_B_basic_avg: 0.127705 
(epoch: 4, iters: 2510, time comput per image: 0.470, time data mini batch: 0.005) G_tot_avg: 8.328518 G_cycle_A_avg: 1.119874 G_idt_A_avg: 0.063439 G_cycle_B_avg: 0.383160 G_idt_B_avg: 0.122697 G_GAN_D_A_projected_d_avg: 2.726823 G_GAN_D_A_basic_avg: 0.724256 G_GAN_D_B_projected_d_avg: 2.797066 G_GAN_D_B_basic_avg: 0.391203 D_tot_avg: 0.420851 D_GAN_D_A_projected_d_avg: 0.049012 D_GAN_D_A_basic_avg: 0.095065 D_GAN_D_B_projected_d_avg: 0.074104 D_GAN_D_B_basic_avg: 0.202669 
(epoch: 4, iters: 2610, time comput per image: 0.477, time data mini batch: 0.007) G_tot_avg: 9.146832 G_cycle_A_avg: 1.236158 G_idt_A_avg: 0.155717 G_cycle_B_avg: 0.716922 G_idt_B_avg: 0.217702 G_GAN_D_A_projected_d_avg: 2.664659 G_GAN_D_A_basic_avg: 0.689773 G_GAN_D_B_projected_d_avg: 2.611269 G_GAN_D_B_basic_avg: 0.854632 D_tot_avg: 0.302352 D_GAN_D_A_projected_d_avg: 0.010606 D_GAN_D_A_basic_avg: 0.043468 D_GAN_D_B_projected_d_avg: 0.140955 D_GAN_D_B_basic_avg: 0.107322 
(epoch: 4, iters: 2710, time comput per image: 0.470, time data mini batch: 0.004) G_tot_avg: 10.482645 G_cycle_A_avg: 0.824365 G_idt_A_avg: 0.034342 G_cycle_B_avg: 0.724769 G_idt_B_avg: 0.194561 G_GAN_D_A_projected_d_avg: 3.083041 G_GAN_D_A_basic_avg: 0.847638 G_GAN_D_B_projected_d_avg: 4.232172 G_GAN_D_B_basic_avg: 0.541756 D_tot_avg: 0.177076 D_GAN_D_A_projected_d_avg: 0.049512 D_GAN_D_A_basic_avg: 0.019373 D_GAN_D_B_projected_d_avg: 0.054197 D_GAN_D_B_basic_avg: 0.053994 
(epoch: 4, iters: 2810, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 9.797339 G_cycle_A_avg: 0.818482 G_idt_A_avg: 0.042546 G_cycle_B_avg: 0.511599 G_idt_B_avg: 0.219506 G_GAN_D_A_projected_d_avg: 2.752956 G_GAN_D_A_basic_avg: 0.479015 G_GAN_D_B_projected_d_avg: 4.524549 G_GAN_D_B_basic_avg: 0.448686 D_tot_avg: 0.346386 D_GAN_D_A_projected_d_avg: 0.060709 D_GAN_D_A_basic_avg: 0.093630 D_GAN_D_B_projected_d_avg: 0.089844 D_GAN_D_B_basic_avg: 0.102203 
(epoch: 4, iters: 2910, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 10.484964 G_cycle_A_avg: 0.879777 G_idt_A_avg: 0.020504 G_cycle_B_avg: 0.409260 G_idt_B_avg: 0.119935 G_GAN_D_A_projected_d_avg: 3.157363 G_GAN_D_A_basic_avg: 0.975217 G_GAN_D_B_projected_d_avg: 4.132495 G_GAN_D_B_basic_avg: 0.790414 D_tot_avg: 0.484141 D_GAN_D_A_projected_d_avg: 0.016455 D_GAN_D_A_basic_avg: 0.056957 D_GAN_D_B_projected_d_avg: 0.321415 D_GAN_D_B_basic_avg: 0.089314 
(epoch: 4, iters: 3010, time comput per image: 0.462, time data mini batch: 0.012) G_tot_avg: 11.151612 G_cycle_A_avg: 1.438035 G_idt_A_avg: 0.023711 G_cycle_B_avg: 0.337561 G_idt_B_avg: 0.075079 G_GAN_D_A_projected_d_avg: 3.897256 G_GAN_D_A_basic_avg: 0.947608 G_GAN_D_B_projected_d_avg: 3.666292 G_GAN_D_B_basic_avg: 0.766070 D_tot_avg: 0.172324 D_GAN_D_A_projected_d_avg: 0.024212 D_GAN_D_A_basic_avg: 0.040283 D_GAN_D_B_projected_d_avg: 0.038764 D_GAN_D_B_basic_avg: 0.069064 
(epoch: 4, iters: 3110, time comput per image: 0.470, time data mini batch: 0.008) G_tot_avg: 10.718394 G_cycle_A_avg: 0.552920 G_idt_A_avg: 0.017002 G_cycle_B_avg: 0.215437 G_idt_B_avg: 0.087041 G_GAN_D_A_projected_d_avg: 3.443030 G_GAN_D_A_basic_avg: 0.714578 G_GAN_D_B_projected_d_avg: 4.798018 G_GAN_D_B_basic_avg: 0.890368 D_tot_avg: 0.145720 D_GAN_D_A_projected_d_avg: 0.000188 D_GAN_D_A_basic_avg: 0.086713 D_GAN_D_B_projected_d_avg: 0.017615 D_GAN_D_B_basic_avg: 0.041204 
(epoch: 4, iters: 3210, time comput per image: 0.471, time data mini batch: 0.004) G_tot_avg: 7.634286 G_cycle_A_avg: 0.454073 G_idt_A_avg: 0.021412 G_cycle_B_avg: 0.185553 G_idt_B_avg: 0.059014 G_GAN_D_A_projected_d_avg: 3.083719 G_GAN_D_A_basic_avg: 0.795080 G_GAN_D_B_projected_d_avg: 2.392338 G_GAN_D_B_basic_avg: 0.643098 D_tot_avg: 0.352128 D_GAN_D_A_projected_d_avg: 0.028012 D_GAN_D_A_basic_avg: 0.100852 D_GAN_D_B_projected_d_avg: 0.153012 D_GAN_D_B_basic_avg: 0.070252 
(epoch: 4, iters: 3310, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 9.638994 G_cycle_A_avg: 1.656445 G_idt_A_avg: 0.017692 G_cycle_B_avg: 0.408685 G_idt_B_avg: 0.142625 G_GAN_D_A_projected_d_avg: 2.814886 G_GAN_D_A_basic_avg: 0.975021 G_GAN_D_B_projected_d_avg: 2.400414 G_GAN_D_B_basic_avg: 1.223226 D_tot_avg: 0.301781 D_GAN_D_A_projected_d_avg: 0.071793 D_GAN_D_A_basic_avg: 0.017807 D_GAN_D_B_projected_d_avg: 0.124788 D_GAN_D_B_basic_avg: 0.087393 
(epoch: 4, iters: 3410, time comput per image: 0.464, time data mini batch: 0.008) G_tot_avg: 11.124143 G_cycle_A_avg: 1.759219 G_idt_A_avg: 0.164585 G_cycle_B_avg: 0.493474 G_idt_B_avg: 0.152650 G_GAN_D_A_projected_d_avg: 4.106649 G_GAN_D_A_basic_avg: 0.792866 G_GAN_D_B_projected_d_avg: 3.071234 G_GAN_D_B_basic_avg: 0.583465 D_tot_avg: 0.201100 D_GAN_D_A_projected_d_avg: 0.055197 D_GAN_D_A_basic_avg: 0.022967 D_GAN_D_B_projected_d_avg: 0.063569 D_GAN_D_B_basic_avg: 0.059367 
(epoch: 4, iters: 3510, time comput per image: 0.468, time data mini batch: 0.009) G_tot_avg: 8.595098 G_cycle_A_avg: 0.749419 G_idt_A_avg: 0.023568 G_cycle_B_avg: 0.479526 G_idt_B_avg: 0.190889 G_GAN_D_A_projected_d_avg: 2.497472 G_GAN_D_A_basic_avg: 0.816308 G_GAN_D_B_projected_d_avg: 3.000603 G_GAN_D_B_basic_avg: 0.837314 D_tot_avg: 0.696376 D_GAN_D_A_projected_d_avg: 0.346215 D_GAN_D_A_basic_avg: 0.143452 D_GAN_D_B_projected_d_avg: 0.105872 D_GAN_D_B_basic_avg: 0.100838 
(epoch: 4, iters: 3610, time comput per image: 0.470, time data mini batch: 0.004) G_tot_avg: 8.556520 G_cycle_A_avg: 0.789468 G_idt_A_avg: 0.057093 G_cycle_B_avg: 0.454106 G_idt_B_avg: 0.112467 G_GAN_D_A_projected_d_avg: 2.836958 G_GAN_D_A_basic_avg: 0.673328 G_GAN_D_B_projected_d_avg: 2.782630 G_GAN_D_B_basic_avg: 0.850470 D_tot_avg: 0.253141 D_GAN_D_A_projected_d_avg: 0.080425 D_GAN_D_A_basic_avg: 0.050494 D_GAN_D_B_projected_d_avg: 0.068057 D_GAN_D_B_basic_avg: 0.054165 
(epoch: 4, iters: 3710, time comput per image: 0.470, time data mini batch: 0.004) G_tot_avg: 10.359201 G_cycle_A_avg: 0.626654 G_idt_A_avg: 0.018622 G_cycle_B_avg: 0.380814 G_idt_B_avg: 0.176484 G_GAN_D_A_projected_d_avg: 4.383002 G_GAN_D_A_basic_avg: 0.493949 G_GAN_D_B_projected_d_avg: 3.659901 G_GAN_D_B_basic_avg: 0.619774 D_tot_avg: 0.336880 D_GAN_D_A_projected_d_avg: 0.041985 D_GAN_D_A_basic_avg: 0.057029 D_GAN_D_B_projected_d_avg: 0.084334 D_GAN_D_B_basic_avg: 0.153532 
(epoch: 4, iters: 3810, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 11.007392 G_cycle_A_avg: 1.150043 G_idt_A_avg: 0.060960 G_cycle_B_avg: 0.333311 G_idt_B_avg: 0.096931 G_GAN_D_A_projected_d_avg: 3.430571 G_GAN_D_A_basic_avg: 0.947085 G_GAN_D_B_projected_d_avg: 3.917297 G_GAN_D_B_basic_avg: 1.071193 D_tot_avg: 0.187848 D_GAN_D_A_projected_d_avg: 0.011196 D_GAN_D_A_basic_avg: 0.025870 D_GAN_D_B_projected_d_avg: 0.057192 D_GAN_D_B_basic_avg: 0.093589 
(epoch: 4, iters: 3910, time comput per image: 0.477, time data mini batch: 0.007) G_tot_avg: 8.858164 G_cycle_A_avg: 0.798156 G_idt_A_avg: 0.130740 G_cycle_B_avg: 0.404084 G_idt_B_avg: 0.071749 G_GAN_D_A_projected_d_avg: 3.231834 G_GAN_D_A_basic_avg: 0.818463 G_GAN_D_B_projected_d_avg: 2.822033 G_GAN_D_B_basic_avg: 0.581105 D_tot_avg: 0.483340 D_GAN_D_A_projected_d_avg: 0.062991 D_GAN_D_A_basic_avg: 0.204702 D_GAN_D_B_projected_d_avg: 0.056590 D_GAN_D_B_basic_avg: 0.159057 
(epoch: 4, iters: 4010, time comput per image: 0.471, time data mini batch: 0.003) G_tot_avg: 10.451565 G_cycle_A_avg: 1.465022 G_idt_A_avg: 0.022957 G_cycle_B_avg: 0.262109 G_idt_B_avg: 0.087867 G_GAN_D_A_projected_d_avg: 3.279653 G_GAN_D_A_basic_avg: 0.927774 G_GAN_D_B_projected_d_avg: 3.511881 G_GAN_D_B_basic_avg: 0.894301 D_tot_avg: 0.420696 D_GAN_D_A_projected_d_avg: 0.010832 D_GAN_D_A_basic_avg: 0.125378 D_GAN_D_B_projected_d_avg: 0.174514 D_GAN_D_B_basic_avg: 0.109972 
(epoch: 4, iters: 4110, time comput per image: 0.468, time data mini batch: 0.007) G_tot_avg: 10.098995 G_cycle_A_avg: 0.785107 G_idt_A_avg: 0.019381 G_cycle_B_avg: 0.255092 G_idt_B_avg: 0.094786 G_GAN_D_A_projected_d_avg: 3.838650 G_GAN_D_A_basic_avg: 0.982964 G_GAN_D_B_projected_d_avg: 3.281285 G_GAN_D_B_basic_avg: 0.841730 D_tot_avg: 0.249335 D_GAN_D_A_projected_d_avg: 0.011234 D_GAN_D_A_basic_avg: 0.027420 D_GAN_D_B_projected_d_avg: 0.110443 D_GAN_D_B_basic_avg: 0.100238 
(epoch: 4, iters: 4210, time comput per image: 0.469, time data mini batch: 0.003) G_tot_avg: 10.886068 G_cycle_A_avg: 1.865722 G_idt_A_avg: 0.029217 G_cycle_B_avg: 0.264558 G_idt_B_avg: 0.068884 G_GAN_D_A_projected_d_avg: 3.774912 G_GAN_D_A_basic_avg: 1.196226 G_GAN_D_B_projected_d_avg: 2.859185 G_GAN_D_B_basic_avg: 0.827365 D_tot_avg: 0.248291 D_GAN_D_A_projected_d_avg: 0.015988 D_GAN_D_A_basic_avg: 0.046829 D_GAN_D_B_projected_d_avg: 0.088395 D_GAN_D_B_basic_avg: 0.097080 
(epoch: 4, iters: 4310, time comput per image: 0.471, time data mini batch: 0.007) G_tot_avg: 8.226187 G_cycle_A_avg: 1.063632 G_idt_A_avg: 0.090753 G_cycle_B_avg: 0.335409 G_idt_B_avg: 0.080032 G_GAN_D_A_projected_d_avg: 2.847169 G_GAN_D_A_basic_avg: 0.632417 G_GAN_D_B_projected_d_avg: 2.648969 G_GAN_D_B_basic_avg: 0.527805 D_tot_avg: 0.253296 D_GAN_D_A_projected_d_avg: 0.024709 D_GAN_D_A_basic_avg: 0.062545 D_GAN_D_B_projected_d_avg: 0.061411 D_GAN_D_B_basic_avg: 0.104631 
(epoch: 4, iters: 4410, time comput per image: 0.471, time data mini batch: 0.004) G_tot_avg: 8.220474 G_cycle_A_avg: 1.292214 G_idt_A_avg: 0.026629 G_cycle_B_avg: 0.281105 G_idt_B_avg: 0.099758 G_GAN_D_A_projected_d_avg: 3.530087 G_GAN_D_A_basic_avg: 0.779443 G_GAN_D_B_projected_d_avg: 1.612790 G_GAN_D_B_basic_avg: 0.598448 D_tot_avg: 0.278873 D_GAN_D_A_projected_d_avg: 0.013722 D_GAN_D_A_basic_avg: 0.047652 D_GAN_D_B_projected_d_avg: 0.138254 D_GAN_D_B_basic_avg: 0.079245 
(epoch: 4, iters: 4510, time comput per image: 0.470, time data mini batch: 0.004) G_tot_avg: 8.270939 G_cycle_A_avg: 1.383530 G_idt_A_avg: 0.042621 G_cycle_B_avg: 0.174451 G_idt_B_avg: 0.058511 G_GAN_D_A_projected_d_avg: 3.653167 G_GAN_D_A_basic_avg: 0.646589 G_GAN_D_B_projected_d_avg: 1.974867 G_GAN_D_B_basic_avg: 0.337203 D_tot_avg: 0.516021 D_GAN_D_A_projected_d_avg: 0.039551 D_GAN_D_A_basic_avg: 0.047427 D_GAN_D_B_projected_d_avg: 0.232040 D_GAN_D_B_basic_avg: 0.197002 
(epoch: 4, iters: 4610, time comput per image: 0.479, time data mini batch: 0.004) G_tot_avg: 7.596328 G_cycle_A_avg: 0.562214 G_idt_A_avg: 0.015734 G_cycle_B_avg: 0.182310 G_idt_B_avg: 0.072186 G_GAN_D_A_projected_d_avg: 2.588076 G_GAN_D_A_basic_avg: 0.602368 G_GAN_D_B_projected_d_avg: 2.791823 G_GAN_D_B_basic_avg: 0.781616 D_tot_avg: 0.410539 D_GAN_D_A_projected_d_avg: 0.079889 D_GAN_D_A_basic_avg: 0.047774 D_GAN_D_B_projected_d_avg: 0.213926 D_GAN_D_B_basic_avg: 0.068951 
(epoch: 4, iters: 4710, time comput per image: 0.469, time data mini batch: 0.004) G_tot_avg: 8.624758 G_cycle_A_avg: 1.084019 G_idt_A_avg: 0.032982 G_cycle_B_avg: 0.315533 G_idt_B_avg: 0.120918 G_GAN_D_A_projected_d_avg: 2.245867 G_GAN_D_A_basic_avg: 0.768676 G_GAN_D_B_projected_d_avg: 3.446019 G_GAN_D_B_basic_avg: 0.610744 D_tot_avg: 0.235960 D_GAN_D_A_projected_d_avg: 0.020078 D_GAN_D_A_basic_avg: 0.046581 D_GAN_D_B_projected_d_avg: 0.097901 D_GAN_D_B_basic_avg: 0.071401 
(epoch: 4, iters: 4810, time comput per image: 0.471, time data mini batch: 0.005) G_tot_avg: 7.896339 G_cycle_A_avg: 0.999669 G_idt_A_avg: 0.019819 G_cycle_B_avg: 0.390934 G_idt_B_avg: 0.166444 G_GAN_D_A_projected_d_avg: 2.479939 G_GAN_D_A_basic_avg: 0.848876 G_GAN_D_B_projected_d_avg: 2.744216 G_GAN_D_B_basic_avg: 0.246443 D_tot_avg: 0.298391 D_GAN_D_A_projected_d_avg: 0.044452 D_GAN_D_A_basic_avg: 0.024493 D_GAN_D_B_projected_d_avg: 0.154971 D_GAN_D_B_basic_avg: 0.074475 
(epoch: 4, iters: 4910, time comput per image: 0.467, time data mini batch: 0.007) G_tot_avg: 9.298767 G_cycle_A_avg: 0.907563 G_idt_A_avg: 0.014447 G_cycle_B_avg: 0.332868 G_idt_B_avg: 0.166342 G_GAN_D_A_projected_d_avg: 3.402845 G_GAN_D_A_basic_avg: 0.802281 G_GAN_D_B_projected_d_avg: 2.519449 G_GAN_D_B_basic_avg: 1.152974 D_tot_avg: 0.200335 D_GAN_D_A_projected_d_avg: 0.023117 D_GAN_D_A_basic_avg: 0.014451 D_GAN_D_B_projected_d_avg: 0.047280 D_GAN_D_B_basic_avg: 0.115487 
(epoch: 4, iters: 5010, time comput per image: 0.468, time data mini batch: 0.005) G_tot_avg: 9.797138 G_cycle_A_avg: 1.527687 G_idt_A_avg: 0.076913 G_cycle_B_avg: 0.410125 G_idt_B_avg: 0.143933 G_GAN_D_A_projected_d_avg: 3.595867 G_GAN_D_A_basic_avg: 0.716054 G_GAN_D_B_projected_d_avg: 2.516153 G_GAN_D_B_basic_avg: 0.810405 D_tot_avg: 0.325686 D_GAN_D_A_projected_d_avg: 0.063175 D_GAN_D_A_basic_avg: 0.030033 D_GAN_D_B_projected_d_avg: 0.176493 D_GAN_D_B_basic_avg: 0.055984 
(epoch: 4, iters: 5110, time comput per image: 0.475, time data mini batch: 0.003) G_tot_avg: 9.603493 G_cycle_A_avg: 0.467580 G_idt_A_avg: 0.017581 G_cycle_B_avg: 0.320729 G_idt_B_avg: 0.146763 G_GAN_D_A_projected_d_avg: 3.507215 G_GAN_D_A_basic_avg: 0.741853 G_GAN_D_B_projected_d_avg: 3.865246 G_GAN_D_B_basic_avg: 0.536526 D_tot_avg: 0.490061 D_GAN_D_A_projected_d_avg: 0.187485 D_GAN_D_A_basic_avg: 0.076886 D_GAN_D_B_projected_d_avg: 0.167456 D_GAN_D_B_basic_avg: 0.058234 
(epoch: 4, iters: 5210, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 10.865993 G_cycle_A_avg: 0.948301 G_idt_A_avg: 0.122390 G_cycle_B_avg: 0.229290 G_idt_B_avg: 0.014793 G_GAN_D_A_projected_d_avg: 4.221259 G_GAN_D_A_basic_avg: 0.697188 G_GAN_D_B_projected_d_avg: 3.542826 G_GAN_D_B_basic_avg: 1.089947 D_tot_avg: 0.383257 D_GAN_D_A_projected_d_avg: 0.058989 D_GAN_D_A_basic_avg: 0.075736 D_GAN_D_B_projected_d_avg: 0.105541 D_GAN_D_B_basic_avg: 0.142992 
(epoch: 4, iters: 5310, time comput per image: 0.475, time data mini batch: 0.003) G_tot_avg: 9.157485 G_cycle_A_avg: 1.306581 G_idt_A_avg: 0.044899 G_cycle_B_avg: 0.101017 G_idt_B_avg: 0.010618 G_GAN_D_A_projected_d_avg: 3.698140 G_GAN_D_A_basic_avg: 0.874300 G_GAN_D_B_projected_d_avg: 2.328010 G_GAN_D_B_basic_avg: 0.793919 D_tot_avg: 0.373710 D_GAN_D_A_projected_d_avg: 0.082500 D_GAN_D_A_basic_avg: 0.043465 D_GAN_D_B_projected_d_avg: 0.158836 D_GAN_D_B_basic_avg: 0.088908 
(epoch: 4, iters: 5410, time comput per image: 0.471, time data mini batch: 0.004) G_tot_avg: 8.084712 G_cycle_A_avg: 0.354589 G_idt_A_avg: 0.010468 G_cycle_B_avg: 0.043396 G_idt_B_avg: 0.008583 G_GAN_D_A_projected_d_avg: 3.468233 G_GAN_D_A_basic_avg: 0.835320 G_GAN_D_B_projected_d_avg: 2.795003 G_GAN_D_B_basic_avg: 0.569121 D_tot_avg: 0.290492 D_GAN_D_A_projected_d_avg: 0.025382 D_GAN_D_A_basic_avg: 0.039484 D_GAN_D_B_projected_d_avg: 0.097153 D_GAN_D_B_basic_avg: 0.128472 
(epoch: 4, iters: 5510, time comput per image: 0.469, time data mini batch: 0.009) G_tot_avg: 10.771235 G_cycle_A_avg: 1.079062 G_idt_A_avg: 0.175923 G_cycle_B_avg: 0.359583 G_idt_B_avg: 0.007847 G_GAN_D_A_projected_d_avg: 3.430933 G_GAN_D_A_basic_avg: 0.875182 G_GAN_D_B_projected_d_avg: 4.335563 G_GAN_D_B_basic_avg: 0.507144 D_tot_avg: 0.143986 D_GAN_D_A_projected_d_avg: 0.027711 D_GAN_D_A_basic_avg: 0.026415 D_GAN_D_B_projected_d_avg: 0.049673 D_GAN_D_B_basic_avg: 0.040187 
(epoch: 4, iters: 5610, time comput per image: 0.461, time data mini batch: 0.008) G_tot_avg: 7.448802 G_cycle_A_avg: 0.412510 G_idt_A_avg: 0.022616 G_cycle_B_avg: 0.069887 G_idt_B_avg: 0.017273 G_GAN_D_A_projected_d_avg: 2.817091 G_GAN_D_A_basic_avg: 0.706405 G_GAN_D_B_projected_d_avg: 2.549895 G_GAN_D_B_basic_avg: 0.853125 D_tot_avg: 0.427508 D_GAN_D_A_projected_d_avg: 0.226446 D_GAN_D_A_basic_avg: 0.030156 D_GAN_D_B_projected_d_avg: 0.109798 D_GAN_D_B_basic_avg: 0.061108 
(epoch: 4, iters: 5710, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 9.042868 G_cycle_A_avg: 1.349520 G_idt_A_avg: 0.019766 G_cycle_B_avg: 0.076425 G_idt_B_avg: 0.015761 G_GAN_D_A_projected_d_avg: 3.847973 G_GAN_D_A_basic_avg: 0.736617 G_GAN_D_B_projected_d_avg: 2.206996 G_GAN_D_B_basic_avg: 0.789808 D_tot_avg: 0.249719 D_GAN_D_A_projected_d_avg: 0.001643 D_GAN_D_A_basic_avg: 0.069276 D_GAN_D_B_projected_d_avg: 0.089589 D_GAN_D_B_basic_avg: 0.089211 
(epoch: 4, iters: 5810, time comput per image: 0.467, time data mini batch: 0.004) G_tot_avg: 9.267187 G_cycle_A_avg: 0.338797 G_idt_A_avg: 0.039353 G_cycle_B_avg: 0.179390 G_idt_B_avg: 0.025354 G_GAN_D_A_projected_d_avg: 3.540205 G_GAN_D_A_basic_avg: 0.564706 G_GAN_D_B_projected_d_avg: 3.972269 G_GAN_D_B_basic_avg: 0.607112 D_tot_avg: 0.371631 D_GAN_D_A_projected_d_avg: 0.001286 D_GAN_D_A_basic_avg: 0.054363 D_GAN_D_B_projected_d_avg: 0.133902 D_GAN_D_B_basic_avg: 0.182080 
(epoch: 4, iters: 5910, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 10.244922 G_cycle_A_avg: 0.802877 G_idt_A_avg: 0.043877 G_cycle_B_avg: 0.165814 G_idt_B_avg: 0.043844 G_GAN_D_A_projected_d_avg: 3.589485 G_GAN_D_A_basic_avg: 0.728482 G_GAN_D_B_projected_d_avg: 4.141575 G_GAN_D_B_basic_avg: 0.728966 D_tot_avg: 0.206933 D_GAN_D_A_projected_d_avg: 0.027258 D_GAN_D_A_basic_avg: 0.017294 D_GAN_D_B_projected_d_avg: 0.071729 D_GAN_D_B_basic_avg: 0.090652 
(epoch: 4, iters: 6010, time comput per image: 0.469, time data mini batch: 0.004) G_tot_avg: 8.461266 G_cycle_A_avg: 1.367343 G_idt_A_avg: 0.085863 G_cycle_B_avg: 0.214477 G_idt_B_avg: 0.023660 G_GAN_D_A_projected_d_avg: 3.655670 G_GAN_D_A_basic_avg: 0.719857 G_GAN_D_B_projected_d_avg: 2.004790 G_GAN_D_B_basic_avg: 0.389606 D_tot_avg: 0.443071 D_GAN_D_A_projected_d_avg: 0.036130 D_GAN_D_A_basic_avg: 0.031488 D_GAN_D_B_projected_d_avg: 0.241457 D_GAN_D_B_basic_avg: 0.133997 
(epoch: 4, iters: 6110, time comput per image: 0.474, time data mini batch: 0.004) G_tot_avg: 9.394934 G_cycle_A_avg: 0.807369 G_idt_A_avg: 0.014719 G_cycle_B_avg: 0.077412 G_idt_B_avg: 0.028201 G_GAN_D_A_projected_d_avg: 4.187555 G_GAN_D_A_basic_avg: 0.833624 G_GAN_D_B_projected_d_avg: 2.941171 G_GAN_D_B_basic_avg: 0.504881 D_tot_avg: 0.203591 D_GAN_D_A_projected_d_avg: 0.017018 D_GAN_D_A_basic_avg: 0.034195 D_GAN_D_B_projected_d_avg: 0.111620 D_GAN_D_B_basic_avg: 0.040759 
(epoch: 4, iters: 6210, time comput per image: 0.472, time data mini batch: 0.004) G_tot_avg: 8.881947 G_cycle_A_avg: 0.568508 G_idt_A_avg: 0.016371 G_cycle_B_avg: 0.071487 G_idt_B_avg: 0.015879 G_GAN_D_A_projected_d_avg: 3.992831 G_GAN_D_A_basic_avg: 0.851800 G_GAN_D_B_projected_d_avg: 2.816245 G_GAN_D_B_basic_avg: 0.548827 D_tot_avg: 0.361546 D_GAN_D_A_projected_d_avg: 0.106936 D_GAN_D_A_basic_avg: 0.043534 D_GAN_D_B_projected_d_avg: 0.153095 D_GAN_D_B_basic_avg: 0.057981 
(epoch: 4, iters: 6310, time comput per image: 0.469, time data mini batch: 0.007) G_tot_avg: 8.972825 G_cycle_A_avg: 0.100780 G_idt_A_avg: 0.023100 G_cycle_B_avg: 0.081978 G_idt_B_avg: 0.017759 G_GAN_D_A_projected_d_avg: 2.176914 G_GAN_D_A_basic_avg: 0.766921 G_GAN_D_B_projected_d_avg: 4.773960 G_GAN_D_B_basic_avg: 1.031414 D_tot_avg: 0.201334 D_GAN_D_A_projected_d_avg: 0.012346 D_GAN_D_A_basic_avg: 0.092170 D_GAN_D_B_projected_d_avg: 0.033683 D_GAN_D_B_basic_avg: 0.063135 
(epoch: 4, iters: 6410, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 9.038946 G_cycle_A_avg: 1.494640 G_idt_A_avg: 0.132254 G_cycle_B_avg: 0.282964 G_idt_B_avg: 0.012989 G_GAN_D_A_projected_d_avg: 2.650157 G_GAN_D_A_basic_avg: 0.597777 G_GAN_D_B_projected_d_avg: 3.328315 G_GAN_D_B_basic_avg: 0.539850 D_tot_avg: 0.332334 D_GAN_D_A_projected_d_avg: 0.015366 D_GAN_D_A_basic_avg: 0.066336 D_GAN_D_B_projected_d_avg: 0.126456 D_GAN_D_B_basic_avg: 0.124176 
(epoch: 4, iters: 6510, time comput per image: 0.474, time data mini batch: 0.008) G_tot_avg: 9.229774 G_cycle_A_avg: 0.373219 G_idt_A_avg: 0.014144 G_cycle_B_avg: 0.060025 G_idt_B_avg: 0.014212 G_GAN_D_A_projected_d_avg: 3.278556 G_GAN_D_A_basic_avg: 0.985875 G_GAN_D_B_projected_d_avg: 3.988245 G_GAN_D_B_basic_avg: 0.515496 D_tot_avg: 0.229010 D_GAN_D_A_projected_d_avg: 0.060129 D_GAN_D_A_basic_avg: 0.061881 D_GAN_D_B_projected_d_avg: 0.034998 D_GAN_D_B_basic_avg: 0.072002 
(epoch: 4, iters: 6610, time comput per image: 0.469, time data mini batch: 0.004) G_tot_avg: 10.278329 G_cycle_A_avg: 0.785159 G_idt_A_avg: 0.013787 G_cycle_B_avg: 0.097283 G_idt_B_avg: 0.021433 G_GAN_D_A_projected_d_avg: 2.946831 G_GAN_D_A_basic_avg: 1.053674 G_GAN_D_B_projected_d_avg: 4.377011 G_GAN_D_B_basic_avg: 0.983150 D_tot_avg: 0.250660 D_GAN_D_A_projected_d_avg: 0.095227 D_GAN_D_A_basic_avg: 0.030134 D_GAN_D_B_projected_d_avg: 0.036427 D_GAN_D_B_basic_avg: 0.088871 
(epoch: 4, iters: 6710, time comput per image: 0.465, time data mini batch: 0.004) G_tot_avg: 9.559618 G_cycle_A_avg: 0.754781 G_idt_A_avg: 0.020301 G_cycle_B_avg: 0.135841 G_idt_B_avg: 0.048553 G_GAN_D_A_projected_d_avg: 3.259831 G_GAN_D_A_basic_avg: 0.476597 G_GAN_D_B_projected_d_avg: 4.472670 G_GAN_D_B_basic_avg: 0.391046 D_tot_avg: 0.313382 D_GAN_D_A_projected_d_avg: 0.038058 D_GAN_D_A_basic_avg: 0.050430 D_GAN_D_B_projected_d_avg: 0.136268 D_GAN_D_B_basic_avg: 0.088627 
(epoch: 5, iters: 80, time comput per image: 0.481, time data mini batch: 0.002) G_tot_avg: 10.836130 G_cycle_A_avg: 0.147261 G_idt_A_avg: 0.010924 G_cycle_B_avg: 0.200991 G_idt_B_avg: 0.054853 G_GAN_D_A_projected_d_avg: 3.973864 G_GAN_D_A_basic_avg: 1.031576 G_GAN_D_B_projected_d_avg: 4.779108 G_GAN_D_B_basic_avg: 0.637555 D_tot_avg: 0.226251 D_GAN_D_A_projected_d_avg: 0.055286 D_GAN_D_A_basic_avg: 0.048697 D_GAN_D_B_projected_d_avg: 0.030098 D_GAN_D_B_basic_avg: 0.092170 
(epoch: 5, iters: 180, time comput per image: 0.469, time data mini batch: 0.002) G_tot_avg: 10.248323 G_cycle_A_avg: 1.600067 G_idt_A_avg: 0.293667 G_cycle_B_avg: 0.857875 G_idt_B_avg: 0.173417 G_GAN_D_A_projected_d_avg: 2.708270 G_GAN_D_A_basic_avg: 1.131440 G_GAN_D_B_projected_d_avg: 2.870668 G_GAN_D_B_basic_avg: 0.612919 D_tot_avg: 0.416869 D_GAN_D_A_projected_d_avg: 0.021914 D_GAN_D_A_basic_avg: 0.069003 D_GAN_D_B_projected_d_avg: 0.224897 D_GAN_D_B_basic_avg: 0.101055 
(epoch: 5, iters: 280, time comput per image: 0.472, time data mini batch: 0.003) G_tot_avg: 10.660755 G_cycle_A_avg: 1.421388 G_idt_A_avg: 0.058226 G_cycle_B_avg: 0.373731 G_idt_B_avg: 0.139334 G_GAN_D_A_projected_d_avg: 2.654663 G_GAN_D_A_basic_avg: 0.595273 G_GAN_D_B_projected_d_avg: 4.561618 G_GAN_D_B_basic_avg: 0.856521 D_tot_avg: 0.220202 D_GAN_D_A_projected_d_avg: 0.039024 D_GAN_D_A_basic_avg: 0.061180 D_GAN_D_B_projected_d_avg: 0.052127 D_GAN_D_B_basic_avg: 0.067871 
(epoch: 5, iters: 380, time comput per image: 0.469, time data mini batch: 0.005) G_tot_avg: 9.784971 G_cycle_A_avg: 1.628545 G_idt_A_avg: 0.266805 G_cycle_B_avg: 0.643067 G_idt_B_avg: 0.112995 G_GAN_D_A_projected_d_avg: 2.390671 G_GAN_D_A_basic_avg: 0.865903 G_GAN_D_B_projected_d_avg: 3.252159 G_GAN_D_B_basic_avg: 0.624827 D_tot_avg: 0.368281 D_GAN_D_A_projected_d_avg: 0.033090 D_GAN_D_A_basic_avg: 0.087183 D_GAN_D_B_projected_d_avg: 0.125646 D_GAN_D_B_basic_avg: 0.122362 
(epoch: 5, iters: 480, time comput per image: 0.475, time data mini batch: 0.002) G_tot_avg: 9.714102 G_cycle_A_avg: 1.397524 G_idt_A_avg: 0.020855 G_cycle_B_avg: 0.405299 G_idt_B_avg: 0.146915 G_GAN_D_A_projected_d_avg: 4.005410 G_GAN_D_A_basic_avg: 0.852253 G_GAN_D_B_projected_d_avg: 2.377785 G_GAN_D_B_basic_avg: 0.508061 D_tot_avg: 0.223598 D_GAN_D_A_projected_d_avg: 0.021715 D_GAN_D_A_basic_avg: 0.031766 D_GAN_D_B_projected_d_avg: 0.078615 D_GAN_D_B_basic_avg: 0.091503 
(epoch: 5, iters: 580, time comput per image: 0.470, time data mini batch: 0.003) G_tot_avg: 8.122061 G_cycle_A_avg: 1.249283 G_idt_A_avg: 0.250385 G_cycle_B_avg: 0.594463 G_idt_B_avg: 0.139167 G_GAN_D_A_projected_d_avg: 1.641662 G_GAN_D_A_basic_avg: 0.407855 G_GAN_D_B_projected_d_avg: 3.295391 G_GAN_D_B_basic_avg: 0.543853 D_tot_avg: 0.297555 D_GAN_D_A_projected_d_avg: 0.107793 D_GAN_D_A_basic_avg: 0.050858 D_GAN_D_B_projected_d_avg: 0.039418 D_GAN_D_B_basic_avg: 0.099487 
(epoch: 5, iters: 680, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 11.264608 G_cycle_A_avg: 1.082060 G_idt_A_avg: 0.023135 G_cycle_B_avg: 0.300099 G_idt_B_avg: 0.081197 G_GAN_D_A_projected_d_avg: 4.083978 G_GAN_D_A_basic_avg: 1.169326 G_GAN_D_B_projected_d_avg: 4.174634 G_GAN_D_B_basic_avg: 0.350180 D_tot_avg: 0.438742 D_GAN_D_A_projected_d_avg: 0.081556 D_GAN_D_A_basic_avg: 0.066050 D_GAN_D_B_projected_d_avg: 0.161991 D_GAN_D_B_basic_avg: 0.129146 
(epoch: 5, iters: 780, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 9.784564 G_cycle_A_avg: 1.326198 G_idt_A_avg: 0.018977 G_cycle_B_avg: 0.379656 G_idt_B_avg: 0.207453 G_GAN_D_A_projected_d_avg: 3.661773 G_GAN_D_A_basic_avg: 0.642737 G_GAN_D_B_projected_d_avg: 3.005330 G_GAN_D_B_basic_avg: 0.542440 D_tot_avg: 0.579104 D_GAN_D_A_projected_d_avg: 0.121792 D_GAN_D_A_basic_avg: 0.112722 D_GAN_D_B_projected_d_avg: 0.164555 D_GAN_D_B_basic_avg: 0.180036 
(epoch: 5, iters: 880, time comput per image: 0.476, time data mini batch: 0.007) G_tot_avg: 10.169048 G_cycle_A_avg: 2.104530 G_idt_A_avg: 0.020714 G_cycle_B_avg: 0.221488 G_idt_B_avg: 0.072070 G_GAN_D_A_projected_d_avg: 3.368582 G_GAN_D_A_basic_avg: 0.879660 G_GAN_D_B_projected_d_avg: 2.768480 G_GAN_D_B_basic_avg: 0.733523 D_tot_avg: 0.199078 D_GAN_D_A_projected_d_avg: 0.053899 D_GAN_D_A_basic_avg: 0.029149 D_GAN_D_B_projected_d_avg: 0.081354 D_GAN_D_B_basic_avg: 0.034675 
(epoch: 5, iters: 980, time comput per image: 0.473, time data mini batch: 0.002) G_tot_avg: 8.978467 G_cycle_A_avg: 1.272346 G_idt_A_avg: 0.016992 G_cycle_B_avg: 0.146889 G_idt_B_avg: 0.058621 G_GAN_D_A_projected_d_avg: 1.716419 G_GAN_D_A_basic_avg: 0.895296 G_GAN_D_B_projected_d_avg: 4.428194 G_GAN_D_B_basic_avg: 0.443710 D_tot_avg: 0.365798 D_GAN_D_A_projected_d_avg: 0.044176 D_GAN_D_A_basic_avg: 0.045123 D_GAN_D_B_projected_d_avg: 0.141034 D_GAN_D_B_basic_avg: 0.135464 
(epoch: 5, iters: 1080, time comput per image: 0.470, time data mini batch: 0.002) G_tot_avg: 9.051062 G_cycle_A_avg: 0.224699 G_idt_A_avg: 0.012470 G_cycle_B_avg: 0.181289 G_idt_B_avg: 0.072079 G_GAN_D_A_projected_d_avg: 3.226243 G_GAN_D_A_basic_avg: 0.718594 G_GAN_D_B_projected_d_avg: 4.000687 G_GAN_D_B_basic_avg: 0.615001 D_tot_avg: 0.246159 D_GAN_D_A_projected_d_avg: 0.081799 D_GAN_D_A_basic_avg: 0.031520 D_GAN_D_B_projected_d_avg: 0.047220 D_GAN_D_B_basic_avg: 0.085619 
(epoch: 5, iters: 1180, time comput per image: 0.469, time data mini batch: 0.002) G_tot_avg: 7.600377 G_cycle_A_avg: 0.389495 G_idt_A_avg: 0.012078 G_cycle_B_avg: 0.041455 G_idt_B_avg: 0.009893 G_GAN_D_A_projected_d_avg: 3.523190 G_GAN_D_A_basic_avg: 0.871489 G_GAN_D_B_projected_d_avg: 2.112215 G_GAN_D_B_basic_avg: 0.640562 D_tot_avg: 0.316047 D_GAN_D_A_projected_d_avg: 0.108939 D_GAN_D_A_basic_avg: 0.055362 D_GAN_D_B_projected_d_avg: 0.094933 D_GAN_D_B_basic_avg: 0.056813 
(epoch: 5, iters: 1280, time comput per image: 0.472, time data mini batch: 0.002) G_tot_avg: 10.650877 G_cycle_A_avg: 1.465037 G_idt_A_avg: 0.014433 G_cycle_B_avg: 0.050151 G_idt_B_avg: 0.008446 G_GAN_D_A_projected_d_avg: 4.263038 G_GAN_D_A_basic_avg: 0.743422 G_GAN_D_B_projected_d_avg: 3.511845 G_GAN_D_B_basic_avg: 0.594504 D_tot_avg: 0.208331 D_GAN_D_A_projected_d_avg: 0.056058 D_GAN_D_A_basic_avg: 0.043396 D_GAN_D_B_projected_d_avg: 0.051052 D_GAN_D_B_basic_avg: 0.057825 
(epoch: 5, iters: 1380, time comput per image: 0.476, time data mini batch: 0.008) G_tot_avg: 10.090103 G_cycle_A_avg: 0.638519 G_idt_A_avg: 0.010563 G_cycle_B_avg: 0.051536 G_idt_B_avg: 0.008668 G_GAN_D_A_projected_d_avg: 3.358406 G_GAN_D_A_basic_avg: 1.033176 G_GAN_D_B_projected_d_avg: 4.179439 G_GAN_D_B_basic_avg: 0.809797 D_tot_avg: 0.336284 D_GAN_D_A_projected_d_avg: 0.203024 D_GAN_D_A_basic_avg: 0.044491 D_GAN_D_B_projected_d_avg: 0.025205 D_GAN_D_B_basic_avg: 0.063565