Hugging Face's logo

Borcherding
/
CycleGAN_GradientMagnitude2CoralReef

Image-to-Image
hed-to-reef
cyclegan
hed-to-anything
Model card Files Community
Borcherding commited on
Commit
8dd4b84
·
verified ·
1 Parent(s): dcde7b1

Upload 6 files

Browse files
Files changed (6) hide show
  1. latest_net_G.pth +3 -0
  2. latest_net_G_A.pth +3 -0
  3. latest_net_G_B.pth +3 -0
  4. loss_log.txt +363 -0
  5. test_opt.txt +42 -0
  6. train_opt.txt +62 -0
latest_net_G.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8c67b264560097b8c1cf2b04438d7641d5bbda4ab7085d3d502545aaf3bf235c
3
+ size 45532082
latest_net_G_A.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8c67b264560097b8c1cf2b04438d7641d5bbda4ab7085d3d502545aaf3bf235c
3
+ size 45532082
latest_net_G_B.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c99a408ddc0bf7ef60cb1902caf907812243cb888fe4f04df89be3ddbd90b7a
3
+ size 45532082
loss_log.txt ADDED
@@ -0,0 +1,363 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ================ Training Loss (Thu Mar 13 03:52:34 2025) ================
2
+ (epoch: 1, iters: 100, time: 0.598, data: 35.175) D_A: 0.516 G_A: 0.760 cycle_A: 0.866 idt_A: 0.843 D_B: 0.489 G_B: 0.617 cycle_B: 1.758 idt_B: 0.440
3
+ (epoch: 1, iters: 200, time: 0.614, data: 0.003) D_A: 0.613 G_A: 0.651 cycle_A: 0.871 idt_A: 0.811 D_B: 0.304 G_B: 0.448 cycle_B: 1.666 idt_B: 0.411
4
+ (epoch: 1, iters: 300, time: 0.571, data: 0.002) D_A: 0.338 G_A: 0.552 cycle_A: 0.810 idt_A: 0.783 D_B: 0.302 G_B: 0.228 cycle_B: 1.862 idt_B: 0.373
5
+ (epoch: 1, iters: 400, time: 0.694, data: 0.003) D_A: 0.307 G_A: 0.496 cycle_A: 0.883 idt_A: 0.647 D_B: 0.301 G_B: 0.346 cycle_B: 1.450 idt_B: 0.418
6
+ (epoch: 1, iters: 500, time: 0.662, data: 0.002) D_A: 0.292 G_A: 0.341 cycle_A: 0.694 idt_A: 0.646 D_B: 0.306 G_B: 0.345 cycle_B: 1.413 idt_B: 0.332
7
+ (epoch: 1, iters: 600, time: 0.635, data: 0.002) D_A: 0.275 G_A: 0.274 cycle_A: 0.708 idt_A: 0.564 D_B: 0.318 G_B: 0.384 cycle_B: 1.320 idt_B: 0.342
8
+ (epoch: 1, iters: 700, time: 0.697, data: 0.003) D_A: 0.375 G_A: 0.421 cycle_A: 0.718 idt_A: 0.514 D_B: 0.274 G_B: 0.225 cycle_B: 1.144 idt_B: 0.331
9
+ (epoch: 2, iters: 76, time: 0.345, data: 0.003) D_A: 0.278 G_A: 0.445 cycle_A: 0.849 idt_A: 0.543 D_B: 0.282 G_B: 0.308 cycle_B: 1.234 idt_B: 0.404
10
+ (epoch: 2, iters: 176, time: 0.326, data: 0.002) D_A: 0.248 G_A: 0.384 cycle_A: 0.633 idt_A: 0.566 D_B: 0.248 G_B: 0.301 cycle_B: 1.262 idt_B: 0.286
11
+ (epoch: 2, iters: 276, time: 0.329, data: 0.003) D_A: 0.274 G_A: 0.288 cycle_A: 0.629 idt_A: 0.600 D_B: 0.298 G_B: 0.309 cycle_B: 1.410 idt_B: 0.293
12
+ (epoch: 2, iters: 376, time: 0.325, data: 0.001) D_A: 0.278 G_A: 0.364 cycle_A: 0.585 idt_A: 0.497 D_B: 0.251 G_B: 0.307 cycle_B: 1.100 idt_B: 0.270
13
+ (epoch: 2, iters: 476, time: 0.328, data: 0.002) D_A: 0.395 G_A: 0.399 cycle_A: 0.643 idt_A: 0.480 D_B: 0.239 G_B: 0.209 cycle_B: 1.159 idt_B: 0.290
14
+ (epoch: 2, iters: 576, time: 0.333, data: 0.003) D_A: 0.265 G_A: 0.280 cycle_A: 0.555 idt_A: 0.474 D_B: 0.240 G_B: 0.214 cycle_B: 1.189 idt_B: 0.246
15
+ (epoch: 2, iters: 676, time: 0.328, data: 0.005) D_A: 0.282 G_A: 0.304 cycle_A: 0.628 idt_A: 0.516 D_B: 0.223 G_B: 0.267 cycle_B: 1.154 idt_B: 0.283
16
+ (epoch: 3, iters: 52, time: 0.289, data: 0.002) D_A: 0.258 G_A: 0.372 cycle_A: 0.598 idt_A: 0.490 D_B: 0.252 G_B: 0.354 cycle_B: 1.137 idt_B: 0.279
17
+ (epoch: 3, iters: 152, time: 0.376, data: 0.002) D_A: 0.252 G_A: 0.251 cycle_A: 0.552 idt_A: 0.463 D_B: 0.366 G_B: 0.895 cycle_B: 1.109 idt_B: 0.254
18
+ (epoch: 3, iters: 252, time: 0.316, data: 0.002) D_A: 0.271 G_A: 0.239 cycle_A: 0.615 idt_A: 0.425 D_B: 0.209 G_B: 0.344 cycle_B: 1.111 idt_B: 0.256
19
+ (epoch: 3, iters: 352, time: 0.314, data: 0.003) D_A: 0.265 G_A: 0.302 cycle_A: 0.561 idt_A: 0.461 D_B: 0.232 G_B: 0.350 cycle_B: 1.051 idt_B: 0.244
20
+ (epoch: 3, iters: 452, time: 0.313, data: 0.003) D_A: 0.258 G_A: 0.271 cycle_A: 0.497 idt_A: 0.493 D_B: 0.208 G_B: 0.173 cycle_B: 1.080 idt_B: 0.233
21
+ (epoch: 3, iters: 552, time: 0.368, data: 0.004) D_A: 0.230 G_A: 0.324 cycle_A: 0.559 idt_A: 0.416 D_B: 0.236 G_B: 0.334 cycle_B: 0.979 idt_B: 0.267
22
+ (epoch: 3, iters: 652, time: 0.321, data: 0.001) D_A: 0.269 G_A: 0.297 cycle_A: 0.501 idt_A: 0.400 D_B: 0.205 G_B: 0.297 cycle_B: 0.911 idt_B: 0.234
23
+ (epoch: 4, iters: 28, time: 0.286, data: 0.003) D_A: 0.251 G_A: 0.326 cycle_A: 0.578 idt_A: 0.410 D_B: 0.232 G_B: 0.317 cycle_B: 0.981 idt_B: 0.266
24
+ (epoch: 4, iters: 128, time: 0.320, data: 0.002) D_A: 0.254 G_A: 0.331 cycle_A: 0.521 idt_A: 0.397 D_B: 0.160 G_B: 0.265 cycle_B: 0.966 idt_B: 0.235
25
+ (epoch: 4, iters: 228, time: 0.380, data: 0.002) D_A: 0.229 G_A: 0.244 cycle_A: 0.493 idt_A: 0.382 D_B: 0.291 G_B: 0.134 cycle_B: 0.891 idt_B: 0.222
26
+ (epoch: 4, iters: 328, time: 0.321, data: 0.003) D_A: 0.258 G_A: 0.313 cycle_A: 0.632 idt_A: 0.464 D_B: 0.215 G_B: 0.169 cycle_B: 1.044 idt_B: 0.207
27
+ (epoch: 4, iters: 428, time: 0.322, data: 0.002) D_A: 0.339 G_A: 0.284 cycle_A: 0.618 idt_A: 0.414 D_B: 0.267 G_B: 0.491 cycle_B: 1.042 idt_B: 0.257
28
+ (epoch: 4, iters: 528, time: 0.319, data: 0.001) D_A: 0.258 G_A: 0.362 cycle_A: 0.743 idt_A: 0.403 D_B: 0.266 G_B: 0.610 cycle_B: 0.952 idt_B: 0.251
29
+ (epoch: 4, iters: 628, time: 0.320, data: 0.002) D_A: 0.242 G_A: 0.309 cycle_A: 0.441 idt_A: 0.389 D_B: 0.274 G_B: 0.830 cycle_B: 0.892 idt_B: 0.200
30
+ (epoch: 5, iters: 4, time: 0.276, data: 0.002) D_A: 0.292 G_A: 0.334 cycle_A: 0.550 idt_A: 0.429 D_B: 0.228 G_B: 0.165 cycle_B: 1.067 idt_B: 0.217
31
+ (epoch: 5, iters: 104, time: 0.321, data: 0.003) D_A: 0.249 G_A: 0.322 cycle_A: 0.436 idt_A: 0.368 D_B: 0.242 G_B: 0.373 cycle_B: 0.838 idt_B: 0.193
32
+ (epoch: 5, iters: 204, time: 0.333, data: 0.003) D_A: 0.261 G_A: 0.268 cycle_A: 0.476 idt_A: 0.483 D_B: 0.170 G_B: 0.301 cycle_B: 1.106 idt_B: 0.202
33
+ (epoch: 5, iters: 304, time: 0.373, data: 0.002) D_A: 0.230 G_A: 0.299 cycle_A: 0.700 idt_A: 0.336 D_B: 0.249 G_B: 0.644 cycle_B: 0.788 idt_B: 0.286
34
+ (epoch: 5, iters: 404, time: 0.315, data: 0.001) D_A: 0.210 G_A: 0.409 cycle_A: 0.539 idt_A: 0.425 D_B: 1.207 G_B: 1.057 cycle_B: 0.921 idt_B: 0.257
35
+ (epoch: 5, iters: 504, time: 0.316, data: 0.002) D_A: 0.257 G_A: 0.379 cycle_A: 0.571 idt_A: 0.353 D_B: 0.120 G_B: 0.195 cycle_B: 0.849 idt_B: 0.245
36
+ (epoch: 5, iters: 604, time: 0.317, data: 0.001) D_A: 0.243 G_A: 0.282 cycle_A: 0.503 idt_A: 0.371 D_B: 0.156 G_B: 0.228 cycle_B: 0.848 idt_B: 0.224
37
+ (epoch: 5, iters: 704, time: 0.314, data: 0.002) D_A: 0.296 G_A: 0.254 cycle_A: 0.403 idt_A: 0.525 D_B: 0.135 G_B: 0.278 cycle_B: 1.181 idt_B: 0.185
38
+ (epoch: 6, iters: 80, time: 0.303, data: 0.002) D_A: 0.262 G_A: 0.284 cycle_A: 0.404 idt_A: 0.454 D_B: 0.190 G_B: 0.226 cycle_B: 1.003 idt_B: 0.179
39
+ (epoch: 6, iters: 180, time: 0.305, data: 0.001) D_A: 0.255 G_A: 0.320 cycle_A: 0.478 idt_A: 0.354 D_B: 0.136 G_B: 0.436 cycle_B: 0.828 idt_B: 0.213
40
+ (epoch: 6, iters: 280, time: 0.306, data: 0.002) D_A: 0.244 G_A: 0.329 cycle_A: 0.535 idt_A: 0.433 D_B: 0.233 G_B: 0.559 cycle_B: 0.976 idt_B: 0.191
41
+ (epoch: 6, iters: 380, time: 0.360, data: 0.002) D_A: 0.240 G_A: 0.327 cycle_A: 0.461 idt_A: 0.354 D_B: 0.174 G_B: 0.378 cycle_B: 0.841 idt_B: 0.207
42
+ (epoch: 6, iters: 480, time: 0.306, data: 0.003) D_A: 0.218 G_A: 0.288 cycle_A: 0.547 idt_A: 0.385 D_B: 0.186 G_B: 0.342 cycle_B: 0.916 idt_B: 0.240
43
+ (epoch: 6, iters: 580, time: 0.306, data: 0.003) D_A: 0.254 G_A: 0.302 cycle_A: 0.432 idt_A: 0.417 D_B: 0.114 G_B: 0.785 cycle_B: 0.942 idt_B: 0.199
44
+ (epoch: 6, iters: 680, time: 0.307, data: 0.002) D_A: 0.247 G_A: 0.244 cycle_A: 0.495 idt_A: 0.447 D_B: 0.185 G_B: 0.292 cycle_B: 1.132 idt_B: 0.202
45
+ (epoch: 7, iters: 56, time: 0.329, data: 0.001) D_A: 0.250 G_A: 0.333 cycle_A: 0.469 idt_A: 0.390 D_B: 0.257 G_B: 0.110 cycle_B: 0.954 idt_B: 0.193
46
+ (epoch: 7, iters: 156, time: 0.305, data: 0.002) D_A: 0.238 G_A: 0.279 cycle_A: 0.379 idt_A: 0.358 D_B: 0.096 G_B: 0.720 cycle_B: 0.864 idt_B: 0.172
47
+ (epoch: 7, iters: 256, time: 0.305, data: 0.002) D_A: 0.276 G_A: 0.323 cycle_A: 0.468 idt_A: 0.404 D_B: 0.146 G_B: 0.382 cycle_B: 0.890 idt_B: 0.197
48
+ (epoch: 7, iters: 356, time: 0.305, data: 0.003) D_A: 0.256 G_A: 0.387 cycle_A: 0.566 idt_A: 0.430 D_B: 0.164 G_B: 0.186 cycle_B: 0.968 idt_B: 0.243
49
+ (epoch: 7, iters: 456, time: 0.304, data: 0.002) D_A: 0.240 G_A: 0.319 cycle_A: 0.486 idt_A: 0.383 D_B: 0.112 G_B: 0.173 cycle_B: 0.897 idt_B: 0.219
50
+ (epoch: 7, iters: 556, time: 0.306, data: 0.002) D_A: 0.237 G_A: 0.329 cycle_A: 0.513 idt_A: 0.398 D_B: 0.119 G_B: 0.422 cycle_B: 0.949 idt_B: 0.214
51
+ (epoch: 7, iters: 656, time: 0.307, data: 0.002) D_A: 0.262 G_A: 0.236 cycle_A: 0.428 idt_A: 0.347 D_B: 0.253 G_B: 0.172 cycle_B: 0.791 idt_B: 0.181
52
+ (epoch: 8, iters: 32, time: 0.278, data: 0.001) D_A: 0.278 G_A: 0.355 cycle_A: 0.471 idt_A: 0.348 D_B: 0.096 G_B: 1.023 cycle_B: 0.823 idt_B: 0.193
53
+ (epoch: 8, iters: 132, time: 0.362, data: 0.003) D_A: 0.204 G_A: 0.372 cycle_A: 0.494 idt_A: 0.424 D_B: 0.158 G_B: 0.651 cycle_B: 0.973 idt_B: 0.211
54
+ (epoch: 8, iters: 232, time: 0.305, data: 0.002) D_A: 0.211 G_A: 0.411 cycle_A: 0.531 idt_A: 0.398 D_B: 0.193 G_B: 0.216 cycle_B: 1.060 idt_B: 0.179
55
+ (epoch: 8, iters: 332, time: 0.307, data: 0.002) D_A: 0.261 G_A: 0.433 cycle_A: 0.402 idt_A: 0.319 D_B: 0.143 G_B: 0.385 cycle_B: 0.875 idt_B: 0.159
56
+ (epoch: 8, iters: 432, time: 0.303, data: 0.003) D_A: 0.273 G_A: 0.586 cycle_A: 0.723 idt_A: 0.385 D_B: 0.239 G_B: 0.124 cycle_B: 0.942 idt_B: 0.310
57
+ (epoch: 8, iters: 532, time: 0.306, data: 0.002) D_A: 0.336 G_A: 0.551 cycle_A: 0.405 idt_A: 0.365 D_B: 0.090 G_B: 0.290 cycle_B: 0.921 idt_B: 0.173
58
+ (epoch: 8, iters: 632, time: 0.305, data: 0.002) D_A: 0.240 G_A: 0.352 cycle_A: 0.492 idt_A: 0.382 D_B: 0.359 G_B: 0.925 cycle_B: 0.896 idt_B: 0.167
59
+ (epoch: 9, iters: 8, time: 0.277, data: 0.002) D_A: 0.268 G_A: 0.501 cycle_A: 0.603 idt_A: 0.430 D_B: 0.226 G_B: 1.318 cycle_B: 1.009 idt_B: 0.321
60
+ (epoch: 9, iters: 108, time: 0.306, data: 0.003) D_A: 0.111 G_A: 0.703 cycle_A: 0.531 idt_A: 0.417 D_B: 0.091 G_B: 0.296 cycle_B: 1.025 idt_B: 0.248
61
+ (epoch: 9, iters: 208, time: 0.362, data: 0.002) D_A: 0.178 G_A: 0.407 cycle_A: 0.452 idt_A: 0.404 D_B: 0.179 G_B: 0.987 cycle_B: 0.945 idt_B: 0.190
62
+ (epoch: 9, iters: 308, time: 0.306, data: 0.002) D_A: 0.148 G_A: 0.756 cycle_A: 0.426 idt_A: 0.391 D_B: 0.055 G_B: 1.249 cycle_B: 0.858 idt_B: 0.170
63
+ (epoch: 9, iters: 408, time: 0.305, data: 0.005) D_A: 0.151 G_A: 0.573 cycle_A: 0.494 idt_A: 0.374 D_B: 0.028 G_B: 0.908 cycle_B: 0.959 idt_B: 0.211
64
+ (epoch: 9, iters: 508, time: 0.305, data: 0.002) D_A: 0.241 G_A: 0.194 cycle_A: 0.508 idt_A: 0.362 D_B: 0.014 G_B: 1.047 cycle_B: 0.864 idt_B: 0.224
65
+ (epoch: 9, iters: 608, time: 0.307, data: 0.002) D_A: 0.356 G_A: 0.562 cycle_A: 0.666 idt_A: 0.369 D_B: 0.034 G_B: 0.462 cycle_B: 0.823 idt_B: 0.262
66
+ (epoch: 9, iters: 708, time: 0.305, data: 0.002) D_A: 0.239 G_A: 0.102 cycle_A: 0.490 idt_A: 0.351 D_B: 0.026 G_B: 0.772 cycle_B: 0.837 idt_B: 0.194
67
+ (epoch: 10, iters: 84, time: 0.298, data: 0.001) D_A: 0.214 G_A: 0.254 cycle_A: 0.467 idt_A: 0.373 D_B: 0.266 G_B: 0.229 cycle_B: 0.841 idt_B: 0.199
68
+ (epoch: 10, iters: 184, time: 0.304, data: 0.002) D_A: 0.191 G_A: 0.342 cycle_A: 0.502 idt_A: 0.391 D_B: 0.150 G_B: 0.708 cycle_B: 0.910 idt_B: 0.229
69
+ (epoch: 10, iters: 284, time: 0.377, data: 0.002) D_A: 0.165 G_A: 0.239 cycle_A: 0.404 idt_A: 0.359 D_B: 0.044 G_B: 0.823 cycle_B: 0.803 idt_B: 0.165
70
+ (epoch: 10, iters: 384, time: 0.318, data: 0.002) D_A: 0.203 G_A: 0.475 cycle_A: 0.427 idt_A: 0.378 D_B: 0.056 G_B: 1.076 cycle_B: 0.874 idt_B: 0.179
71
+ (epoch: 10, iters: 484, time: 0.306, data: 0.002) D_A: 0.209 G_A: 0.456 cycle_A: 0.444 idt_A: 0.377 D_B: 0.094 G_B: 0.245 cycle_B: 0.853 idt_B: 0.195
72
+ (epoch: 10, iters: 584, time: 0.313, data: 0.003) D_A: 0.275 G_A: 0.181 cycle_A: 0.423 idt_A: 0.347 D_B: 0.042 G_B: 1.022 cycle_B: 0.846 idt_B: 0.177
73
+ (epoch: 10, iters: 684, time: 0.325, data: 0.002) D_A: 0.139 G_A: 1.000 cycle_A: 0.650 idt_A: 0.375 D_B: 0.023 G_B: 0.772 cycle_B: 0.905 idt_B: 0.310
74
+ (epoch: 11, iters: 60, time: 0.287, data: 0.003) D_A: 0.173 G_A: 0.474 cycle_A: 0.888 idt_A: 0.531 D_B: 0.018 G_B: 0.850 cycle_B: 2.104 idt_B: 0.223
75
+ (epoch: 11, iters: 160, time: 0.328, data: 0.002) D_A: 0.178 G_A: 0.460 cycle_A: 0.465 idt_A: 0.480 D_B: 0.021 G_B: 0.981 cycle_B: 1.108 idt_B: 0.189
76
+ (epoch: 11, iters: 260, time: 0.315, data: 0.002) D_A: 0.127 G_A: 0.232 cycle_A: 0.457 idt_A: 0.378 D_B: 0.009 G_B: 1.062 cycle_B: 0.948 idt_B: 0.196
77
+ (epoch: 11, iters: 360, time: 0.413, data: 0.002) D_A: 0.192 G_A: 0.552 cycle_A: 0.507 idt_A: 0.479 D_B: 0.022 G_B: 0.688 cycle_B: 1.036 idt_B: 0.189
78
+ (epoch: 11, iters: 460, time: 0.307, data: 0.003) D_A: 0.179 G_A: 0.283 cycle_A: 0.556 idt_A: 0.341 D_B: 0.018 G_B: 1.074 cycle_B: 0.782 idt_B: 0.214
79
+ (epoch: 11, iters: 560, time: 0.305, data: 0.001) D_A: 0.193 G_A: 0.619 cycle_A: 0.445 idt_A: 0.344 D_B: 0.008 G_B: 0.917 cycle_B: 0.800 idt_B: 0.182
80
+ (epoch: 11, iters: 660, time: 0.306, data: 0.002) D_A: 0.110 G_A: 0.685 cycle_A: 0.432 idt_A: 0.334 D_B: 0.009 G_B: 0.993 cycle_B: 0.801 idt_B: 0.178
81
+ (epoch: 12, iters: 36, time: 0.355, data: 0.003) D_A: 0.219 G_A: 0.342 cycle_A: 0.405 idt_A: 0.359 D_B: 0.012 G_B: 1.245 cycle_B: 0.803 idt_B: 0.178
82
+ (epoch: 12, iters: 136, time: 0.330, data: 0.002) D_A: 0.216 G_A: 0.278 cycle_A: 0.402 idt_A: 0.323 D_B: 0.066 G_B: 1.043 cycle_B: 0.770 idt_B: 0.170
83
+ (epoch: 12, iters: 236, time: 0.320, data: 0.001) D_A: 0.153 G_A: 0.349 cycle_A: 0.431 idt_A: 0.398 D_B: 0.110 G_B: 0.642 cycle_B: 0.898 idt_B: 0.183
84
+ (epoch: 12, iters: 336, time: 0.319, data: 0.002) D_A: 0.250 G_A: 0.248 cycle_A: 0.477 idt_A: 0.333 D_B: 0.042 G_B: 0.726 cycle_B: 0.788 idt_B: 0.194
85
+ (epoch: 12, iters: 436, time: 0.316, data: 0.002) D_A: 0.183 G_A: 0.249 cycle_A: 0.500 idt_A: 0.377 D_B: 0.018 G_B: 1.130 cycle_B: 0.874 idt_B: 0.209
86
+ (epoch: 12, iters: 536, time: 0.316, data: 0.004) D_A: 0.160 G_A: 0.244 cycle_A: 0.485 idt_A: 0.425 D_B: 0.047 G_B: 0.584 cycle_B: 0.981 idt_B: 0.184
87
+ (epoch: 12, iters: 636, time: 0.317, data: 0.004) D_A: 0.277 G_A: 0.084 cycle_A: 0.437 idt_A: 0.326 D_B: 0.125 G_B: 0.280 cycle_B: 0.781 idt_B: 0.195
88
+ (epoch: 13, iters: 12, time: 0.289, data: 0.003) D_A: 0.174 G_A: 0.256 cycle_A: 0.417 idt_A: 0.312 D_B: 0.224 G_B: 0.326 cycle_B: 0.728 idt_B: 0.171
89
+ (epoch: 13, iters: 112, time: 0.394, data: 0.003) D_A: 0.199 G_A: 0.187 cycle_A: 0.470 idt_A: 0.363 D_B: 0.136 G_B: 0.311 cycle_B: 0.831 idt_B: 0.178
90
+ (epoch: 13, iters: 212, time: 0.315, data: 0.003) D_A: 0.203 G_A: 0.186 cycle_A: 0.387 idt_A: 0.319 D_B: 0.379 G_B: 0.802 cycle_B: 0.710 idt_B: 0.148
91
+ (epoch: 13, iters: 312, time: 0.311, data: 0.002) D_A: 0.167 G_A: 0.196 cycle_A: 0.511 idt_A: 0.277 D_B: 0.237 G_B: 0.151 cycle_B: 0.651 idt_B: 0.228
92
+ (epoch: 13, iters: 412, time: 0.313, data: 0.001) D_A: 0.226 G_A: 0.331 cycle_A: 0.490 idt_A: 0.298 D_B: 0.147 G_B: 0.238 cycle_B: 0.651 idt_B: 0.191
93
+ (epoch: 13, iters: 512, time: 0.320, data: 0.002) D_A: 0.159 G_A: 0.250 cycle_A: 0.354 idt_A: 0.377 D_B: 0.056 G_B: 0.643 cycle_B: 0.843 idt_B: 0.150
94
+ (epoch: 13, iters: 612, time: 0.315, data: 0.002) D_A: 0.233 G_A: 0.166 cycle_A: 0.562 idt_A: 0.325 D_B: 0.148 G_B: 0.312 cycle_B: 0.782 idt_B: 0.238
95
+ (epoch: 13, iters: 712, time: 0.314, data: 0.004) D_A: 0.256 G_A: 0.424 cycle_A: 0.412 idt_A: 0.360 D_B: 0.052 G_B: 1.359 cycle_B: 0.802 idt_B: 0.164
96
+ (epoch: 14, iters: 88, time: 0.313, data: 0.002) D_A: 0.241 G_A: 0.182 cycle_A: 0.478 idt_A: 0.345 D_B: 0.025 G_B: 0.688 cycle_B: 0.783 idt_B: 0.183
97
+ (epoch: 14, iters: 188, time: 0.398, data: 0.001) D_A: 0.165 G_A: 0.351 cycle_A: 0.451 idt_A: 0.266 D_B: 0.103 G_B: 0.144 cycle_B: 0.633 idt_B: 0.187
98
+ (epoch: 14, iters: 288, time: 0.312, data: 0.002) D_A: 0.283 G_A: 0.118 cycle_A: 0.493 idt_A: 0.293 D_B: 0.145 G_B: 0.249 cycle_B: 0.699 idt_B: 0.219
99
+ (epoch: 14, iters: 388, time: 0.316, data: 0.001) D_A: 0.248 G_A: 0.265 cycle_A: 0.366 idt_A: 0.288 D_B: 0.119 G_B: 1.804 cycle_B: 0.680 idt_B: 0.146
100
+ (epoch: 14, iters: 488, time: 0.315, data: 0.002) D_A: 0.192 G_A: 0.236 cycle_A: 0.434 idt_A: 0.264 D_B: 0.099 G_B: 0.351 cycle_B: 0.637 idt_B: 0.177
101
+ (epoch: 14, iters: 588, time: 0.385, data: 0.003) D_A: 0.317 G_A: 0.108 cycle_A: 0.392 idt_A: 0.304 D_B: 0.030 G_B: 0.671 cycle_B: 0.689 idt_B: 0.151
102
+ (epoch: 14, iters: 688, time: 0.314, data: 0.003) D_A: 0.227 G_A: 0.206 cycle_A: 0.424 idt_A: 0.268 D_B: 0.036 G_B: 0.733 cycle_B: 0.692 idt_B: 0.170
103
+ (epoch: 15, iters: 64, time: 0.286, data: 0.002) D_A: 0.210 G_A: 0.356 cycle_A: 0.505 idt_A: 0.319 D_B: 0.009 G_B: 0.908 cycle_B: 0.794 idt_B: 0.202
104
+ (epoch: 15, iters: 164, time: 0.317, data: 0.003) D_A: 0.160 G_A: 0.114 cycle_A: 0.385 idt_A: 0.276 D_B: 0.010 G_B: 0.795 cycle_B: 0.675 idt_B: 0.146
105
+ (epoch: 15, iters: 264, time: 0.393, data: 0.002) D_A: 0.241 G_A: 0.171 cycle_A: 0.451 idt_A: 0.367 D_B: 0.022 G_B: 0.679 cycle_B: 0.810 idt_B: 0.196
106
+ (epoch: 15, iters: 364, time: 0.317, data: 0.001) D_A: 0.231 G_A: 0.123 cycle_A: 0.486 idt_A: 0.331 D_B: 0.021 G_B: 0.822 cycle_B: 0.749 idt_B: 0.202
107
+ (epoch: 15, iters: 464, time: 0.316, data: 0.003) D_A: 0.226 G_A: 0.337 cycle_A: 0.487 idt_A: 0.271 D_B: 0.086 G_B: 0.441 cycle_B: 0.628 idt_B: 0.203
108
+ (epoch: 15, iters: 564, time: 0.313, data: 0.002) D_A: 0.248 G_A: 0.210 cycle_A: 0.328 idt_A: 0.262 D_B: 0.027 G_B: 0.868 cycle_B: 0.629 idt_B: 0.141
109
+ (epoch: 15, iters: 664, time: 0.315, data: 0.002) D_A: 0.218 G_A: 0.358 cycle_A: 0.561 idt_A: 0.389 D_B: 0.010 G_B: 0.854 cycle_B: 0.923 idt_B: 0.245
110
+ (epoch: 16, iters: 40, time: 0.284, data: 0.002) D_A: 0.213 G_A: 0.280 cycle_A: 0.451 idt_A: 0.331 D_B: 0.170 G_B: 0.249 cycle_B: 0.806 idt_B: 0.298
111
+ (epoch: 16, iters: 140, time: 0.316, data: 0.003) D_A: 0.246 G_A: 0.305 cycle_A: 0.441 idt_A: 0.351 D_B: 0.023 G_B: 0.880 cycle_B: 0.779 idt_B: 0.175
112
+ (epoch: 16, iters: 240, time: 0.306, data: 0.002) D_A: 0.206 G_A: 0.232 cycle_A: 0.354 idt_A: 0.294 D_B: 0.014 G_B: 1.135 cycle_B: 0.700 idt_B: 0.137
113
+ (epoch: 16, iters: 340, time: 0.394, data: 0.004) D_A: 0.392 G_A: 0.537 cycle_A: 0.357 idt_A: 0.320 D_B: 0.009 G_B: 0.885 cycle_B: 0.758 idt_B: 0.139
114
+ (epoch: 16, iters: 440, time: 0.315, data: 0.002) D_A: 0.110 G_A: 0.436 cycle_A: 0.381 idt_A: 0.323 D_B: 0.059 G_B: 0.372 cycle_B: 0.741 idt_B: 0.144
115
+ (epoch: 16, iters: 540, time: 0.306, data: 0.002) D_A: 0.261 G_A: 0.226 cycle_A: 0.343 idt_A: 0.313 D_B: 0.030 G_B: 1.045 cycle_B: 0.765 idt_B: 0.131
116
+ (epoch: 16, iters: 640, time: 0.311, data: 0.002) D_A: 0.191 G_A: 0.273 cycle_A: 0.493 idt_A: 0.284 D_B: 0.008 G_B: 1.018 cycle_B: 0.663 idt_B: 0.204
117
+ (epoch: 17, iters: 16, time: 0.371, data: 0.002) D_A: 0.237 G_A: 0.174 cycle_A: 0.467 idt_A: 0.289 D_B: 0.006 G_B: 1.013 cycle_B: 0.675 idt_B: 0.196
118
+ (epoch: 17, iters: 116, time: 0.314, data: 0.002) D_A: 0.167 G_A: 0.282 cycle_A: 0.402 idt_A: 0.255 D_B: 0.017 G_B: 1.080 cycle_B: 0.633 idt_B: 0.163
119
+ (epoch: 17, iters: 216, time: 0.312, data: 0.002) D_A: 0.309 G_A: 0.313 cycle_A: 0.512 idt_A: 0.347 D_B: 0.007 G_B: 0.994 cycle_B: 0.824 idt_B: 0.216
120
+ (epoch: 17, iters: 316, time: 0.308, data: 0.003) D_A: 0.250 G_A: 0.187 cycle_A: 0.423 idt_A: 0.306 D_B: 0.008 G_B: 0.916 cycle_B: 0.718 idt_B: 0.176
121
+ (epoch: 17, iters: 416, time: 0.397, data: 0.002) D_A: 0.315 G_A: 0.221 cycle_A: 0.350 idt_A: 0.282 D_B: 0.007 G_B: 0.939 cycle_B: 0.704 idt_B: 0.142
122
+ (epoch: 17, iters: 516, time: 0.312, data: 0.002) D_A: 0.213 G_A: 0.188 cycle_A: 0.364 idt_A: 0.316 D_B: 0.021 G_B: 1.053 cycle_B: 0.719 idt_B: 0.141
123
+ (epoch: 17, iters: 616, time: 0.309, data: 0.002) D_A: 0.243 G_A: 0.142 cycle_A: 0.388 idt_A: 0.320 D_B: 0.009 G_B: 0.954 cycle_B: 0.729 idt_B: 0.163
124
+ (epoch: 17, iters: 716, time: 0.315, data: 0.003) D_A: 0.217 G_A: 0.258 cycle_A: 0.318 idt_A: 0.263 D_B: 0.004 G_B: 0.913 cycle_B: 0.602 idt_B: 0.125
125
+ (epoch: 18, iters: 92, time: 0.394, data: 0.001) D_A: 0.237 G_A: 0.338 cycle_A: 0.356 idt_A: 0.284 D_B: 0.013 G_B: 0.720 cycle_B: 0.682 idt_B: 0.145
126
+ (epoch: 18, iters: 192, time: 0.312, data: 0.002) D_A: 0.222 G_A: 0.439 cycle_A: 0.364 idt_A: 0.310 D_B: 0.013 G_B: 0.825 cycle_B: 0.719 idt_B: 0.149
127
+ (epoch: 18, iters: 292, time: 0.316, data: 0.002) D_A: 0.186 G_A: 0.245 cycle_A: 0.504 idt_A: 0.255 D_B: 0.014 G_B: 0.775 cycle_B: 0.611 idt_B: 0.211
128
+ (epoch: 18, iters: 392, time: 0.307, data: 0.002) D_A: 0.211 G_A: 0.207 cycle_A: 0.407 idt_A: 0.285 D_B: 0.193 G_B: 0.418 cycle_B: 0.639 idt_B: 0.178
129
+ (epoch: 18, iters: 492, time: 0.313, data: 0.003) D_A: 0.309 G_A: 0.233 cycle_A: 0.441 idt_A: 0.256 D_B: 0.605 G_B: 1.743 cycle_B: 0.657 idt_B: 0.191
130
+ (epoch: 18, iters: 592, time: 0.312, data: 0.002) D_A: 0.257 G_A: 0.257 cycle_A: 0.398 idt_A: 0.284 D_B: 0.004 G_B: 0.937 cycle_B: 0.649 idt_B: 0.159
131
+ (epoch: 18, iters: 692, time: 0.309, data: 0.002) D_A: 0.219 G_A: 0.270 cycle_A: 0.439 idt_A: 0.349 D_B: 0.005 G_B: 0.942 cycle_B: 0.784 idt_B: 0.167
132
+ (epoch: 19, iters: 68, time: 0.288, data: 0.002) D_A: 0.212 G_A: 0.216 cycle_A: 0.358 idt_A: 0.243 D_B: 0.006 G_B: 0.935 cycle_B: 0.609 idt_B: 0.142
133
+ (epoch: 19, iters: 168, time: 0.394, data: 0.002) D_A: 0.237 G_A: 0.279 cycle_A: 0.357 idt_A: 0.287 D_B: 0.005 G_B: 0.950 cycle_B: 0.653 idt_B: 0.137
134
+ (epoch: 19, iters: 268, time: 0.309, data: 0.003) D_A: 0.229 G_A: 0.246 cycle_A: 0.383 idt_A: 0.322 D_B: 0.007 G_B: 0.954 cycle_B: 0.689 idt_B: 0.145
135
+ (epoch: 19, iters: 368, time: 0.314, data: 0.002) D_A: 0.199 G_A: 0.191 cycle_A: 0.455 idt_A: 0.242 D_B: 0.002 G_B: 1.000 cycle_B: 0.589 idt_B: 0.186
136
+ (epoch: 19, iters: 468, time: 0.312, data: 0.003) D_A: 0.187 G_A: 0.594 cycle_A: 0.685 idt_A: 0.380 D_B: 0.562 G_B: 0.468 cycle_B: 0.864 idt_B: 0.225
137
+ (epoch: 19, iters: 568, time: 0.309, data: 0.002) D_A: 0.180 G_A: 0.168 cycle_A: 0.433 idt_A: 0.329 D_B: 0.306 G_B: 0.829 cycle_B: 0.724 idt_B: 0.153
138
+ (epoch: 19, iters: 668, time: 0.315, data: 0.003) D_A: 0.242 G_A: 0.747 cycle_A: 0.473 idt_A: 0.402 D_B: 0.171 G_B: 0.178 cycle_B: 0.886 idt_B: 0.167
139
+ (epoch: 20, iters: 44, time: 0.291, data: 0.003) D_A: 0.089 G_A: 0.469 cycle_A: 0.450 idt_A: 0.313 D_B: 0.080 G_B: 0.767 cycle_B: 0.725 idt_B: 0.161
140
+ (epoch: 20, iters: 144, time: 0.316, data: 0.003) D_A: 0.233 G_A: 0.216 cycle_A: 0.427 idt_A: 0.339 D_B: 0.138 G_B: 0.206 cycle_B: 0.785 idt_B: 0.164
141
+ (epoch: 20, iters: 244, time: 0.391, data: 0.002) D_A: 0.270 G_A: 0.433 cycle_A: 0.382 idt_A: 0.287 D_B: 0.066 G_B: 0.661 cycle_B: 0.709 idt_B: 0.142
142
+ (epoch: 20, iters: 344, time: 0.317, data: 0.002) D_A: 0.234 G_A: 0.286 cycle_A: 0.435 idt_A: 0.282 D_B: 0.013 G_B: 0.963 cycle_B: 0.656 idt_B: 0.172
143
+ (epoch: 20, iters: 444, time: 0.314, data: 0.002) D_A: 0.292 G_A: 0.075 cycle_A: 0.476 idt_A: 0.352 D_B: 0.011 G_B: 0.786 cycle_B: 0.826 idt_B: 0.187
144
+ (epoch: 20, iters: 544, time: 0.314, data: 0.003) D_A: 0.227 G_A: 0.148 cycle_A: 0.349 idt_A: 0.262 D_B: 0.168 G_B: 0.139 cycle_B: 0.574 idt_B: 0.145
145
+ (epoch: 20, iters: 644, time: 0.314, data: 0.003) D_A: 0.195 G_A: 0.193 cycle_A: 0.452 idt_A: 0.278 D_B: 0.382 G_B: 0.855 cycle_B: 0.667 idt_B: 0.172
146
+ (epoch: 21, iters: 20, time: 0.283, data: 0.003) D_A: 0.206 G_A: 0.252 cycle_A: 0.370 idt_A: 0.323 D_B: 0.079 G_B: 1.214 cycle_B: 0.725 idt_B: 0.148
147
+ (epoch: 21, iters: 120, time: 0.316, data: 0.002) D_A: 0.238 G_A: 0.272 cycle_A: 0.427 idt_A: 0.264 D_B: 0.087 G_B: 1.359 cycle_B: 0.609 idt_B: 0.178
148
+ (epoch: 21, iters: 220, time: 0.318, data: 0.002) D_A: 0.186 G_A: 0.244 cycle_A: 0.442 idt_A: 0.257 D_B: 0.253 G_B: 0.244 cycle_B: 0.625 idt_B: 0.169
149
+ (epoch: 21, iters: 320, time: 0.392, data: 0.002) D_A: 0.214 G_A: 0.139 cycle_A: 0.368 idt_A: 0.300 D_B: 0.247 G_B: 0.258 cycle_B: 0.692 idt_B: 0.144
150
+ (epoch: 21, iters: 420, time: 0.314, data: 0.002) D_A: 0.224 G_A: 0.209 cycle_A: 0.348 idt_A: 0.276 D_B: 0.242 G_B: 0.257 cycle_B: 0.622 idt_B: 0.126
151
+ (epoch: 21, iters: 520, time: 0.317, data: 0.002) D_A: 0.217 G_A: 0.147 cycle_A: 0.340 idt_A: 0.267 D_B: 0.234 G_B: 0.273 cycle_B: 0.593 idt_B: 0.141
152
+ (epoch: 21, iters: 620, time: 0.314, data: 0.002) D_A: 0.177 G_A: 0.341 cycle_A: 0.385 idt_A: 0.257 D_B: 0.228 G_B: 0.233 cycle_B: 0.616 idt_B: 0.142
153
+ (epoch: 21, iters: 720, time: 0.315, data: 0.002) D_A: 0.236 G_A: 0.439 cycle_A: 0.417 idt_A: 0.297 D_B: 0.222 G_B: 0.320 cycle_B: 0.657 idt_B: 0.166
154
+ (epoch: 22, iters: 96, time: 0.316, data: 0.002) D_A: 0.210 G_A: 0.192 cycle_A: 0.349 idt_A: 0.248 D_B: 0.198 G_B: 0.285 cycle_B: 0.601 idt_B: 0.139
155
+ (epoch: 22, iters: 196, time: 0.314, data: 0.002) D_A: 0.251 G_A: 0.347 cycle_A: 0.375 idt_A: 0.249 D_B: 0.256 G_B: 0.204 cycle_B: 0.624 idt_B: 0.137
156
+ (epoch: 22, iters: 296, time: 0.314, data: 0.003) D_A: 0.237 G_A: 0.210 cycle_A: 0.360 idt_A: 0.317 D_B: 0.177 G_B: 0.619 cycle_B: 0.761 idt_B: 0.134
157
+ (epoch: 22, iters: 396, time: 0.405, data: 0.003) D_A: 0.448 G_A: 0.648 cycle_A: 0.376 idt_A: 0.228 D_B: 0.170 G_B: 1.027 cycle_B: 0.587 idt_B: 0.153
158
+ (epoch: 22, iters: 496, time: 0.315, data: 0.001) D_A: 0.330 G_A: 0.077 cycle_A: 0.392 idt_A: 0.298 D_B: 0.017 G_B: 0.757 cycle_B: 0.749 idt_B: 0.166
159
+ (epoch: 22, iters: 596, time: 0.312, data: 0.002) D_A: 0.194 G_A: 0.281 cycle_A: 0.417 idt_A: 0.294 D_B: 0.039 G_B: 0.757 cycle_B: 0.670 idt_B: 0.153
160
+ (epoch: 22, iters: 696, time: 0.314, data: 0.002) D_A: 0.161 G_A: 0.279 cycle_A: 0.422 idt_A: 0.282 D_B: 0.142 G_B: 0.258 cycle_B: 0.666 idt_B: 0.171
161
+ (epoch: 23, iters: 72, time: 0.371, data: 0.002) D_A: 0.170 G_A: 0.632 cycle_A: 0.414 idt_A: 0.288 D_B: 0.055 G_B: 0.818 cycle_B: 0.679 idt_B: 0.147
162
+ (epoch: 23, iters: 172, time: 0.313, data: 0.002) D_A: 0.250 G_A: 0.233 cycle_A: 0.516 idt_A: 0.318 D_B: 0.169 G_B: 0.773 cycle_B: 0.662 idt_B: 0.195
163
+ (epoch: 23, iters: 272, time: 0.317, data: 0.003) D_A: 0.228 G_A: 0.261 cycle_A: 0.364 idt_A: 0.274 D_B: 0.006 G_B: 1.077 cycle_B: 0.680 idt_B: 0.145
164
+ (epoch: 23, iters: 372, time: 0.315, data: 0.002) D_A: 0.234 G_A: 0.158 cycle_A: 0.398 idt_A: 0.297 D_B: 0.029 G_B: 0.948 cycle_B: 0.714 idt_B: 0.146
165
+ (epoch: 23, iters: 472, time: 0.317, data: 0.002) D_A: 0.210 G_A: 0.345 cycle_A: 0.439 idt_A: 0.294 D_B: 0.016 G_B: 0.918 cycle_B: 0.688 idt_B: 0.155
166
+ (epoch: 23, iters: 572, time: 0.314, data: 0.004) D_A: 0.211 G_A: 0.278 cycle_A: 0.408 idt_A: 0.293 D_B: 0.025 G_B: 1.035 cycle_B: 0.682 idt_B: 0.162
167
+ (epoch: 23, iters: 672, time: 0.318, data: 0.002) D_A: 0.286 G_A: 0.321 cycle_A: 0.468 idt_A: 0.314 D_B: 0.018 G_B: 0.831 cycle_B: 0.721 idt_B: 0.167
168
+ (epoch: 24, iters: 48, time: 0.285, data: 0.003) D_A: 0.299 G_A: 0.591 cycle_A: 0.398 idt_A: 0.273 D_B: 0.067 G_B: 0.780 cycle_B: 0.692 idt_B: 0.159
169
+ (epoch: 24, iters: 148, time: 0.402, data: 0.002) D_A: 0.413 G_A: 0.581 cycle_A: 0.347 idt_A: 0.337 D_B: 0.004 G_B: 0.961 cycle_B: 0.767 idt_B: 0.131
170
+ (epoch: 24, iters: 248, time: 0.315, data: 0.001) D_A: 0.308 G_A: 0.633 cycle_A: 0.434 idt_A: 0.241 D_B: 0.026 G_B: 1.054 cycle_B: 0.604 idt_B: 0.166
171
+ (epoch: 24, iters: 348, time: 0.316, data: 0.002) D_A: 0.333 G_A: 0.187 cycle_A: 0.376 idt_A: 0.274 D_B: 0.007 G_B: 0.995 cycle_B: 0.652 idt_B: 0.147
172
+ (epoch: 24, iters: 448, time: 0.315, data: 0.003) D_A: 0.351 G_A: 0.878 cycle_A: 0.449 idt_A: 0.259 D_B: 0.012 G_B: 0.812 cycle_B: 0.658 idt_B: 0.169
173
+ (epoch: 24, iters: 548, time: 0.316, data: 0.002) D_A: 0.296 G_A: 0.254 cycle_A: 0.534 idt_A: 0.635 D_B: 0.013 G_B: 1.357 cycle_B: 2.176 idt_B: 0.177
174
+ (epoch: 24, iters: 648, time: 0.314, data: 0.002) D_A: 0.111 G_A: 0.483 cycle_A: 0.414 idt_A: 0.298 D_B: 0.002 G_B: 0.999 cycle_B: 0.763 idt_B: 0.156
175
+ (epoch: 25, iters: 24, time: 0.283, data: 0.002) D_A: 0.206 G_A: 0.292 cycle_A: 0.455 idt_A: 0.310 D_B: 0.002 G_B: 1.005 cycle_B: 0.778 idt_B: 0.186
176
+ (epoch: 25, iters: 124, time: 0.316, data: 0.002) D_A: 0.247 G_A: 0.538 cycle_A: 0.405 idt_A: 0.294 D_B: 0.002 G_B: 0.967 cycle_B: 0.748 idt_B: 0.148
177
+ (epoch: 25, iters: 224, time: 0.404, data: 0.002) D_A: 0.193 G_A: 0.327 cycle_A: 0.402 idt_A: 0.270 D_B: 0.001 G_B: 0.985 cycle_B: 0.657 idt_B: 0.152
178
+ (epoch: 25, iters: 324, time: 0.318, data: 0.001) D_A: 0.350 G_A: 0.668 cycle_A: 0.401 idt_A: 0.291 D_B: 0.001 G_B: 0.993 cycle_B: 0.690 idt_B: 0.156
179
+ (epoch: 25, iters: 424, time: 0.314, data: 0.001) D_A: 0.177 G_A: 0.218 cycle_A: 0.416 idt_A: 0.346 D_B: 0.001 G_B: 1.017 cycle_B: 0.780 idt_B: 0.143
180
+ (epoch: 25, iters: 524, time: 0.315, data: 0.002) D_A: 0.162 G_A: 0.361 cycle_A: 0.379 idt_A: 0.238 D_B: 0.001 G_B: 0.988 cycle_B: 0.552 idt_B: 0.153
181
+ (epoch: 25, iters: 624, time: 0.398, data: 0.003) D_A: 0.240 G_A: 0.298 cycle_A: 0.372 idt_A: 0.333 D_B: 0.001 G_B: 0.965 cycle_B: 0.798 idt_B: 0.133
182
+ (epoch: 25, iters: 724, time: 0.136, data: 0.002) D_A: 0.203 G_A: 0.248 cycle_A: 0.576 idt_A: 0.231 D_B: 0.002 G_B: 0.971 cycle_B: 0.599 idt_B: 0.205
183
+ (epoch: 26, iters: 100, time: 0.310, data: 31.659) D_A: 0.256 G_A: 0.098 cycle_A: 0.382 idt_A: 0.243 D_B: 0.002 G_B: 1.055 cycle_B: 0.568 idt_B: 0.159
184
+ (epoch: 26, iters: 200, time: 0.314, data: 0.002) D_A: 0.206 G_A: 0.407 cycle_A: 0.334 idt_A: 0.262 D_B: 0.001 G_B: 0.986 cycle_B: 0.616 idt_B: 0.116
185
+ (epoch: 26, iters: 300, time: 0.519, data: 0.003) D_A: 0.229 G_A: 0.243 cycle_A: 0.398 idt_A: 0.235 D_B: 0.002 G_B: 1.015 cycle_B: 0.544 idt_B: 0.142
186
+ (epoch: 26, iters: 400, time: 0.315, data: 0.003) D_A: 0.163 G_A: 0.207 cycle_A: 0.328 idt_A: 0.292 D_B: 0.001 G_B: 0.995 cycle_B: 0.683 idt_B: 0.115
187
+ (epoch: 26, iters: 500, time: 0.315, data: 0.002) D_A: 0.187 G_A: 0.308 cycle_A: 0.410 idt_A: 0.232 D_B: 0.006 G_B: 0.982 cycle_B: 0.566 idt_B: 0.154
188
+ (epoch: 26, iters: 600, time: 0.314, data: 0.004) D_A: 0.215 G_A: 0.211 cycle_A: 0.490 idt_A: 0.287 D_B: 0.007 G_B: 0.999 cycle_B: 0.688 idt_B: 0.158
189
+ (epoch: 26, iters: 700, time: 0.316, data: 0.003) D_A: 0.288 G_A: 0.169 cycle_A: 0.340 idt_A: 0.258 D_B: 0.002 G_B: 0.984 cycle_B: 0.624 idt_B: 0.124
190
+ (epoch: 27, iters: 76, time: 0.299, data: 0.001) D_A: 0.190 G_A: 0.245 cycle_A: 0.340 idt_A: 0.238 D_B: 0.004 G_B: 1.023 cycle_B: 0.588 idt_B: 0.121
191
+ (epoch: 27, iters: 176, time: 0.318, data: 0.002) D_A: 0.216 G_A: 0.435 cycle_A: 0.363 idt_A: 0.263 D_B: 0.002 G_B: 0.953 cycle_B: 0.578 idt_B: 0.127
192
+ (epoch: 27, iters: 276, time: 0.314, data: 0.002) D_A: 0.228 G_A: 0.202 cycle_A: 0.313 idt_A: 0.250 D_B: 0.002 G_B: 0.929 cycle_B: 0.588 idt_B: 0.128
193
+ (epoch: 27, iters: 376, time: 0.403, data: 0.001) D_A: 0.212 G_A: 0.267 cycle_A: 0.314 idt_A: 0.212 D_B: 0.009 G_B: 0.988 cycle_B: 0.560 idt_B: 0.121
194
+ (epoch: 27, iters: 476, time: 0.314, data: 0.003) D_A: 0.212 G_A: 0.486 cycle_A: 0.371 idt_A: 0.264 D_B: 0.005 G_B: 0.979 cycle_B: 0.662 idt_B: 0.155
195
+ (epoch: 27, iters: 576, time: 0.314, data: 0.002) D_A: 0.189 G_A: 0.266 cycle_A: 0.356 idt_A: 0.275 D_B: 0.026 G_B: 1.060 cycle_B: 0.715 idt_B: 0.135
196
+ (epoch: 27, iters: 676, time: 0.313, data: 0.002) D_A: 0.193 G_A: 0.301 cycle_A: 0.389 idt_A: 0.267 D_B: 0.008 G_B: 1.027 cycle_B: 0.635 idt_B: 0.153
197
+ (epoch: 28, iters: 52, time: 0.376, data: 0.002) D_A: 0.195 G_A: 0.114 cycle_A: 0.311 idt_A: 0.257 D_B: 0.003 G_B: 0.991 cycle_B: 0.595 idt_B: 0.109
198
+ (epoch: 28, iters: 152, time: 0.313, data: 0.002) D_A: 0.227 G_A: 0.290 cycle_A: 0.440 idt_A: 0.319 D_B: 0.002 G_B: 1.027 cycle_B: 0.708 idt_B: 0.158
199
+ (epoch: 28, iters: 252, time: 0.317, data: 0.003) D_A: 0.163 G_A: 0.166 cycle_A: 0.332 idt_A: 0.307 D_B: 0.001 G_B: 0.993 cycle_B: 0.680 idt_B: 0.117
200
+ (epoch: 28, iters: 352, time: 0.315, data: 0.002) D_A: 0.252 G_A: 0.147 cycle_A: 0.338 idt_A: 0.279 D_B: 0.001 G_B: 0.996 cycle_B: 0.654 idt_B: 0.123
201
+ (epoch: 28, iters: 452, time: 0.403, data: 0.002) D_A: 0.259 G_A: 0.191 cycle_A: 0.289 idt_A: 0.225 D_B: 0.001 G_B: 0.994 cycle_B: 0.544 idt_B: 0.104
202
+ (epoch: 28, iters: 552, time: 0.312, data: 0.002) D_A: 0.209 G_A: 0.214 cycle_A: 0.334 idt_A: 0.341 D_B: 0.001 G_B: 0.990 cycle_B: 0.787 idt_B: 0.116
203
+ (epoch: 28, iters: 652, time: 0.318, data: 0.001) D_A: 0.174 G_A: 0.242 cycle_A: 0.494 idt_A: 0.259 D_B: 0.001 G_B: 1.007 cycle_B: 0.624 idt_B: 0.221
204
+ (epoch: 29, iters: 28, time: 0.286, data: 0.003) D_A: 0.240 G_A: 0.154 cycle_A: 0.376 idt_A: 0.272 D_B: 0.002 G_B: 1.075 cycle_B: 0.697 idt_B: 0.151
205
+ (epoch: 29, iters: 128, time: 0.413, data: 0.001) D_A: 0.195 G_A: 0.123 cycle_A: 0.325 idt_A: 0.220 D_B: 0.001 G_B: 0.996 cycle_B: 0.539 idt_B: 0.132
206
+ (epoch: 29, iters: 228, time: 0.316, data: 0.003) D_A: 0.250 G_A: 0.455 cycle_A: 0.346 idt_A: 0.287 D_B: 0.003 G_B: 1.070 cycle_B: 0.673 idt_B: 0.149
207
+ (epoch: 29, iters: 328, time: 0.317, data: 0.002) D_A: 0.248 G_A: 0.260 cycle_A: 0.367 idt_A: 0.275 D_B: 0.001 G_B: 0.996 cycle_B: 0.638 idt_B: 0.144
208
+ (epoch: 29, iters: 428, time: 0.316, data: 0.001) D_A: 0.156 G_A: 0.299 cycle_A: 0.436 idt_A: 0.249 D_B: 0.001 G_B: 1.005 cycle_B: 0.547 idt_B: 0.149
209
+ (epoch: 29, iters: 528, time: 0.316, data: 0.002) D_A: 0.187 G_A: 0.220 cycle_A: 0.308 idt_A: 0.232 D_B: 0.001 G_B: 0.994 cycle_B: 0.533 idt_B: 0.106
210
+ (epoch: 29, iters: 628, time: 0.317, data: 0.002) D_A: 0.222 G_A: 0.115 cycle_A: 0.349 idt_A: 0.245 D_B: 0.001 G_B: 0.997 cycle_B: 0.565 idt_B: 0.121
211
+ (epoch: 30, iters: 4, time: 0.298, data: 0.002) D_A: 0.186 G_A: 0.535 cycle_A: 0.396 idt_A: 0.300 D_B: 0.002 G_B: 0.996 cycle_B: 0.685 idt_B: 0.156
212
+ (epoch: 30, iters: 104, time: 0.314, data: 0.002) D_A: 0.216 G_A: 0.229 cycle_A: 0.326 idt_A: 0.273 D_B: 0.002 G_B: 1.002 cycle_B: 0.596 idt_B: 0.114
213
+ (epoch: 30, iters: 204, time: 0.409, data: 0.002) D_A: 0.202 G_A: 0.173 cycle_A: 0.373 idt_A: 0.229 D_B: 0.001 G_B: 0.996 cycle_B: 0.521 idt_B: 0.129
214
+ (epoch: 30, iters: 304, time: 0.318, data: 0.002) D_A: 0.184 G_A: 0.332 cycle_A: 0.293 idt_A: 0.234 D_B: 0.001 G_B: 0.993 cycle_B: 0.534 idt_B: 0.109
215
+ (epoch: 30, iters: 404, time: 0.314, data: 0.002) D_A: 0.188 G_A: 0.244 cycle_A: 0.381 idt_A: 0.241 D_B: 0.001 G_B: 1.001 cycle_B: 0.554 idt_B: 0.157
216
+ (epoch: 30, iters: 504, time: 0.314, data: 0.002) D_A: 0.236 G_A: 0.198 cycle_A: 0.335 idt_A: 0.269 D_B: 0.001 G_B: 1.036 cycle_B: 0.631 idt_B: 0.124
217
+ (epoch: 30, iters: 604, time: 0.316, data: 0.002) D_A: 0.232 G_A: 0.357 cycle_A: 0.324 idt_A: 0.288 D_B: 0.001 G_B: 0.966 cycle_B: 0.646 idt_B: 0.122
218
+ (epoch: 30, iters: 704, time: 0.316, data: 0.002) D_A: 0.273 G_A: 0.302 cycle_A: 0.332 idt_A: 0.255 D_B: 0.002 G_B: 1.004 cycle_B: 0.594 idt_B: 0.122
219
+ (epoch: 31, iters: 80, time: 0.307, data: 0.002) D_A: 0.245 G_A: 0.189 cycle_A: 0.296 idt_A: 0.247 D_B: 0.001 G_B: 1.007 cycle_B: 0.567 idt_B: 0.126
220
+ (epoch: 31, iters: 180, time: 0.315, data: 0.002) D_A: 0.240 G_A: 0.213 cycle_A: 0.312 idt_A: 0.208 D_B: 0.001 G_B: 0.988 cycle_B: 0.528 idt_B: 0.110
221
+ (epoch: 31, iters: 280, time: 0.447, data: 0.002) D_A: 0.211 G_A: 0.320 cycle_A: 0.300 idt_A: 0.225 D_B: 0.002 G_B: 0.969 cycle_B: 0.514 idt_B: 0.117
222
+ (epoch: 31, iters: 380, time: 0.315, data: 0.002) D_A: 0.185 G_A: 0.296 cycle_A: 0.355 idt_A: 0.286 D_B: 0.002 G_B: 1.042 cycle_B: 0.650 idt_B: 0.134
223
+ (epoch: 31, iters: 480, time: 0.315, data: 0.003) D_A: 0.269 G_A: 0.245 cycle_A: 0.329 idt_A: 0.217 D_B: 0.001 G_B: 0.997 cycle_B: 0.484 idt_B: 0.121
224
+ (epoch: 31, iters: 580, time: 0.317, data: 0.002) D_A: 0.299 G_A: 0.171 cycle_A: 0.301 idt_A: 0.250 D_B: 0.003 G_B: 0.935 cycle_B: 0.579 idt_B: 0.119
225
+ (epoch: 31, iters: 680, time: 0.313, data: 0.003) D_A: 0.202 G_A: 0.362 cycle_A: 0.431 idt_A: 0.249 D_B: 0.002 G_B: 0.971 cycle_B: 0.558 idt_B: 0.143
226
+ (epoch: 32, iters: 56, time: 0.288, data: 0.002) D_A: 0.228 G_A: 0.176 cycle_A: 0.308 idt_A: 0.240 D_B: 0.002 G_B: 0.947 cycle_B: 0.565 idt_B: 0.107
227
+ (epoch: 32, iters: 156, time: 0.317, data: 0.003) D_A: 0.202 G_A: 0.237 cycle_A: 0.302 idt_A: 0.227 D_B: 0.002 G_B: 0.969 cycle_B: 0.594 idt_B: 0.110
228
+ (epoch: 32, iters: 256, time: 0.315, data: 0.003) D_A: 0.290 G_A: 0.180 cycle_A: 0.331 idt_A: 0.214 D_B: 0.002 G_B: 0.985 cycle_B: 0.537 idt_B: 0.116
229
+ (epoch: 32, iters: 356, time: 0.412, data: 0.002) D_A: 0.304 G_A: 0.106 cycle_A: 0.351 idt_A: 0.197 D_B: 0.003 G_B: 1.005 cycle_B: 0.522 idt_B: 0.124
230
+ (epoch: 32, iters: 456, time: 0.314, data: 0.002) D_A: 0.242 G_A: 0.162 cycle_A: 0.368 idt_A: 0.252 D_B: 0.003 G_B: 0.970 cycle_B: 0.625 idt_B: 0.139
231
+ (epoch: 32, iters: 556, time: 0.314, data: 0.002) D_A: 0.238 G_A: 0.145 cycle_A: 0.320 idt_A: 0.237 D_B: 0.006 G_B: 1.012 cycle_B: 0.604 idt_B: 0.114
232
+ (epoch: 32, iters: 656, time: 0.316, data: 0.002) D_A: 0.199 G_A: 0.168 cycle_A: 0.345 idt_A: 0.270 D_B: 0.008 G_B: 0.896 cycle_B: 0.669 idt_B: 0.132
233
+ (epoch: 33, iters: 32, time: 0.384, data: 0.002) D_A: 0.218 G_A: 0.223 cycle_A: 0.306 idt_A: 0.213 D_B: 0.007 G_B: 0.929 cycle_B: 0.569 idt_B: 0.107
234
+ (epoch: 33, iters: 132, time: 0.316, data: 0.002) D_A: 0.442 G_A: 0.541 cycle_A: 0.356 idt_A: 0.218 D_B: 0.004 G_B: 0.982 cycle_B: 0.569 idt_B: 0.134
235
+ (epoch: 33, iters: 232, time: 0.317, data: 0.002) D_A: 0.246 G_A: 0.216 cycle_A: 0.330 idt_A: 0.209 D_B: 0.008 G_B: 1.228 cycle_B: 0.632 idt_B: 0.135
236
+ (epoch: 33, iters: 332, time: 0.317, data: 0.002) D_A: 0.249 G_A: 0.474 cycle_A: 0.326 idt_A: 0.252 D_B: 0.004 G_B: 0.987 cycle_B: 0.644 idt_B: 0.114
237
+ (epoch: 33, iters: 432, time: 0.313, data: 0.002) D_A: 0.287 G_A: 0.117 cycle_A: 0.344 idt_A: 0.241 D_B: 0.004 G_B: 1.046 cycle_B: 0.549 idt_B: 0.135
238
+ (epoch: 33, iters: 532, time: 0.316, data: 0.002) D_A: 0.246 G_A: 0.147 cycle_A: 0.326 idt_A: 0.255 D_B: 0.005 G_B: 0.891 cycle_B: 0.598 idt_B: 0.115
239
+ (epoch: 33, iters: 632, time: 0.315, data: 0.003) D_A: 0.263 G_A: 0.253 cycle_A: 0.285 idt_A: 0.233 D_B: 0.003 G_B: 0.976 cycle_B: 0.542 idt_B: 0.106
240
+ (epoch: 34, iters: 8, time: 0.282, data: 0.002) D_A: 0.155 G_A: 0.312 cycle_A: 0.370 idt_A: 0.224 D_B: 0.001 G_B: 1.029 cycle_B: 0.552 idt_B: 0.149
241
+ (epoch: 34, iters: 108, time: 0.423, data: 0.002) D_A: 0.250 G_A: 0.694 cycle_A: 0.419 idt_A: 0.226 D_B: 0.001 G_B: 0.970 cycle_B: 0.575 idt_B: 0.151
242
+ (epoch: 34, iters: 208, time: 0.317, data: 0.001) D_A: 0.236 G_A: 0.167 cycle_A: 0.323 idt_A: 0.224 D_B: 0.001 G_B: 1.006 cycle_B: 0.554 idt_B: 0.112
243
+ (epoch: 34, iters: 308, time: 0.316, data: 0.002) D_A: 0.245 G_A: 0.452 cycle_A: 0.314 idt_A: 0.218 D_B: 0.001 G_B: 1.000 cycle_B: 0.524 idt_B: 0.113
244
+ (epoch: 34, iters: 408, time: 0.316, data: 0.002) D_A: 0.234 G_A: 0.292 cycle_A: 0.386 idt_A: 0.218 D_B: 0.000 G_B: 0.992 cycle_B: 0.517 idt_B: 0.117
245
+ (epoch: 34, iters: 508, time: 0.318, data: 0.002) D_A: 0.228 G_A: 0.563 cycle_A: 0.327 idt_A: 0.234 D_B: 0.000 G_B: 1.001 cycle_B: 0.551 idt_B: 0.121
246
+ (epoch: 34, iters: 608, time: 0.314, data: 0.002) D_A: 0.229 G_A: 0.357 cycle_A: 0.426 idt_A: 0.236 D_B: 0.001 G_B: 1.004 cycle_B: 0.542 idt_B: 0.134
247
+ (epoch: 34, iters: 708, time: 0.313, data: 0.002) D_A: 0.207 G_A: 0.329 cycle_A: 0.286 idt_A: 0.195 D_B: 0.000 G_B: 0.992 cycle_B: 0.468 idt_B: 0.103
248
+ (epoch: 35, iters: 84, time: 0.305, data: 0.002) D_A: 0.254 G_A: 0.164 cycle_A: 0.306 idt_A: 0.237 D_B: 0.001 G_B: 1.030 cycle_B: 0.539 idt_B: 0.107
249
+ (epoch: 35, iters: 184, time: 0.415, data: 0.002) D_A: 0.231 G_A: 0.185 cycle_A: 0.325 idt_A: 0.240 D_B: 0.001 G_B: 0.995 cycle_B: 0.541 idt_B: 0.129
250
+ (epoch: 35, iters: 284, time: 0.315, data: 0.002) D_A: 0.219 G_A: 0.364 cycle_A: 0.349 idt_A: 0.227 D_B: 0.001 G_B: 0.982 cycle_B: 0.522 idt_B: 0.122
251
+ (epoch: 35, iters: 384, time: 0.316, data: 0.003) D_A: 0.238 G_A: 0.149 cycle_A: 0.349 idt_A: 0.261 D_B: 0.001 G_B: 1.014 cycle_B: 0.594 idt_B: 0.128
252
+ (epoch: 35, iters: 484, time: 0.313, data: 0.001) D_A: 0.247 G_A: 0.173 cycle_A: 0.320 idt_A: 0.228 D_B: 0.000 G_B: 0.993 cycle_B: 0.516 idt_B: 0.112
253
+ (epoch: 35, iters: 584, time: 0.315, data: 0.003) D_A: 0.264 G_A: 0.182 cycle_A: 0.313 idt_A: 0.219 D_B: 0.000 G_B: 0.984 cycle_B: 0.512 idt_B: 0.113
254
+ (epoch: 35, iters: 684, time: 0.317, data: 0.002) D_A: 0.240 G_A: 0.323 cycle_A: 0.361 idt_A: 0.199 D_B: 0.001 G_B: 1.052 cycle_B: 0.475 idt_B: 0.134
255
+ (epoch: 36, iters: 60, time: 0.287, data: 0.002) D_A: 0.190 G_A: 0.237 cycle_A: 0.329 idt_A: 0.262 D_B: 0.002 G_B: 1.087 cycle_B: 0.599 idt_B: 0.128
256
+ (epoch: 36, iters: 160, time: 0.315, data: 0.002) D_A: 0.256 G_A: 0.137 cycle_A: 0.369 idt_A: 0.281 D_B: 0.000 G_B: 1.010 cycle_B: 0.629 idt_B: 0.117
257
+ (epoch: 36, iters: 260, time: 0.435, data: 0.003) D_A: 0.208 G_A: 0.255 cycle_A: 0.303 idt_A: 0.204 D_B: 0.001 G_B: 0.977 cycle_B: 0.468 idt_B: 0.108
258
+ (epoch: 36, iters: 360, time: 0.318, data: 0.002) D_A: 0.238 G_A: 0.148 cycle_A: 0.345 idt_A: 0.205 D_B: 0.001 G_B: 0.981 cycle_B: 0.466 idt_B: 0.119
259
+ (epoch: 36, iters: 460, time: 0.315, data: 0.003) D_A: 0.215 G_A: 0.290 cycle_A: 0.357 idt_A: 0.231 D_B: 0.001 G_B: 0.973 cycle_B: 0.536 idt_B: 0.129
260
+ (epoch: 36, iters: 560, time: 0.316, data: 0.002) D_A: 0.231 G_A: 0.216 cycle_A: 0.321 idt_A: 0.236 D_B: 0.000 G_B: 1.005 cycle_B: 0.524 idt_B: 0.114
261
+ (epoch: 36, iters: 660, time: 0.428, data: 0.002) D_A: 0.198 G_A: 0.206 cycle_A: 0.257 idt_A: 0.222 D_B: 0.000 G_B: 0.976 cycle_B: 0.512 idt_B: 0.098
262
+ (epoch: 37, iters: 36, time: 0.284, data: 0.003) D_A: 0.190 G_A: 0.273 cycle_A: 0.284 idt_A: 0.232 D_B: 0.001 G_B: 0.995 cycle_B: 0.510 idt_B: 0.097
263
+ (epoch: 37, iters: 136, time: 0.317, data: 0.002) D_A: 0.208 G_A: 0.271 cycle_A: 0.278 idt_A: 0.212 D_B: 0.000 G_B: 0.994 cycle_B: 0.506 idt_B: 0.101
264
+ (epoch: 37, iters: 236, time: 0.316, data: 0.001) D_A: 0.202 G_A: 0.240 cycle_A: 0.324 idt_A: 0.181 D_B: 0.000 G_B: 0.991 cycle_B: 0.434 idt_B: 0.112
265
+ (epoch: 37, iters: 336, time: 0.434, data: 0.003) D_A: 0.221 G_A: 0.357 cycle_A: 0.295 idt_A: 0.203 D_B: 0.000 G_B: 0.997 cycle_B: 0.470 idt_B: 0.112
266
+ (epoch: 37, iters: 436, time: 0.316, data: 0.002) D_A: 0.217 G_A: 0.270 cycle_A: 0.360 idt_A: 0.240 D_B: 0.002 G_B: 1.018 cycle_B: 0.566 idt_B: 0.135
267
+ (epoch: 37, iters: 536, time: 0.316, data: 0.001) D_A: 0.200 G_A: 0.370 cycle_A: 0.325 idt_A: 0.236 D_B: 0.001 G_B: 0.998 cycle_B: 0.518 idt_B: 0.111
268
+ (epoch: 37, iters: 636, time: 0.316, data: 0.002) D_A: 0.223 G_A: 0.218 cycle_A: 0.445 idt_A: 0.230 D_B: 0.001 G_B: 0.993 cycle_B: 0.508 idt_B: 0.144
269
+ (epoch: 38, iters: 12, time: 0.402, data: 0.002) D_A: 0.160 G_A: 0.351 cycle_A: 0.319 idt_A: 0.186 D_B: 0.002 G_B: 1.019 cycle_B: 0.438 idt_B: 0.118
270
+ (epoch: 38, iters: 112, time: 0.314, data: 0.001) D_A: 0.254 G_A: 0.290 cycle_A: 0.289 idt_A: 0.214 D_B: 0.000 G_B: 0.991 cycle_B: 0.488 idt_B: 0.107
271
+ (epoch: 38, iters: 212, time: 0.319, data: 0.001) D_A: 0.220 G_A: 0.247 cycle_A: 0.353 idt_A: 0.218 D_B: 0.001 G_B: 1.008 cycle_B: 0.490 idt_B: 0.114
272
+ (epoch: 38, iters: 312, time: 0.316, data: 0.003) D_A: 0.206 G_A: 0.241 cycle_A: 0.312 idt_A: 0.210 D_B: 0.091 G_B: 0.209 cycle_B: 0.508 idt_B: 0.100
273
+ (epoch: 38, iters: 412, time: 0.316, data: 0.002) D_A: 0.242 G_A: 0.231 cycle_A: 0.356 idt_A: 0.185 D_B: 0.171 G_B: 0.681 cycle_B: 0.451 idt_B: 0.130
274
+ (epoch: 38, iters: 512, time: 0.317, data: 0.003) D_A: 0.235 G_A: 0.333 cycle_A: 0.365 idt_A: 0.180 D_B: 0.082 G_B: 0.342 cycle_B: 0.438 idt_B: 0.121
275
+ (epoch: 38, iters: 612, time: 0.316, data: 0.003) D_A: 0.174 G_A: 0.422 cycle_A: 0.275 idt_A: 0.210 D_B: 0.117 G_B: 0.809 cycle_B: 0.477 idt_B: 0.105
276
+ (epoch: 38, iters: 712, time: 0.317, data: 0.002) D_A: 0.245 G_A: 0.253 cycle_A: 0.309 idt_A: 0.210 D_B: 0.061 G_B: 1.099 cycle_B: 0.489 idt_B: 0.122
277
+ (epoch: 39, iters: 88, time: 0.446, data: 0.003) D_A: 0.242 G_A: 0.186 cycle_A: 0.316 idt_A: 0.205 D_B: 0.024 G_B: 1.164 cycle_B: 0.462 idt_B: 0.116
278
+ (epoch: 39, iters: 188, time: 0.317, data: 0.002) D_A: 0.214 G_A: 0.259 cycle_A: 0.414 idt_A: 0.198 D_B: 0.008 G_B: 0.924 cycle_B: 0.451 idt_B: 0.165
279
+ (epoch: 39, iters: 288, time: 0.315, data: 0.002) D_A: 0.241 G_A: 0.213 cycle_A: 0.273 idt_A: 0.193 D_B: 0.002 G_B: 1.016 cycle_B: 0.450 idt_B: 0.105
280
+ (epoch: 39, iters: 388, time: 0.314, data: 0.002) D_A: 0.240 G_A: 0.261 cycle_A: 0.274 idt_A: 0.213 D_B: 0.001 G_B: 1.009 cycle_B: 0.483 idt_B: 0.098
281
+ (epoch: 39, iters: 488, time: 0.431, data: 0.002) D_A: 0.255 G_A: 0.213 cycle_A: 0.343 idt_A: 0.251 D_B: 0.001 G_B: 0.998 cycle_B: 0.576 idt_B: 0.127
282
+ (epoch: 39, iters: 588, time: 0.316, data: 0.002) D_A: 0.245 G_A: 0.328 cycle_A: 0.363 idt_A: 0.241 D_B: 0.001 G_B: 0.978 cycle_B: 0.554 idt_B: 0.115
283
+ (epoch: 39, iters: 688, time: 0.315, data: 0.002) D_A: 0.213 G_A: 0.260 cycle_A: 0.385 idt_A: 0.200 D_B: 0.002 G_B: 0.978 cycle_B: 0.478 idt_B: 0.135
284
+ (epoch: 40, iters: 64, time: 0.288, data: 0.003) D_A: 0.238 G_A: 0.144 cycle_A: 0.254 idt_A: 0.204 D_B: 0.001 G_B: 1.012 cycle_B: 0.480 idt_B: 0.088
285
+ (epoch: 40, iters: 164, time: 0.441, data: 0.002) D_A: 0.218 G_A: 0.304 cycle_A: 0.330 idt_A: 0.236 D_B: 0.001 G_B: 0.985 cycle_B: 0.569 idt_B: 0.115
286
+ (epoch: 40, iters: 264, time: 0.321, data: 0.002) D_A: 0.263 G_A: 0.280 cycle_A: 0.264 idt_A: 0.202 D_B: 0.001 G_B: 0.989 cycle_B: 0.491 idt_B: 0.108
287
+ (epoch: 40, iters: 364, time: 0.316, data: 0.003) D_A: 0.171 G_A: 0.263 cycle_A: 0.303 idt_A: 0.178 D_B: 0.001 G_B: 1.000 cycle_B: 0.415 idt_B: 0.105
288
+ (epoch: 40, iters: 464, time: 0.317, data: 0.002) D_A: 0.234 G_A: 0.184 cycle_A: 0.266 idt_A: 0.194 D_B: 0.001 G_B: 0.980 cycle_B: 0.473 idt_B: 0.087
289
+ (epoch: 40, iters: 564, time: 0.316, data: 0.001) D_A: 0.222 G_A: 0.281 cycle_A: 0.394 idt_A: 0.218 D_B: 0.004 G_B: 1.017 cycle_B: 0.511 idt_B: 0.141
290
+ (epoch: 40, iters: 664, time: 0.310, data: 0.002) D_A: 0.199 G_A: 0.331 cycle_A: 0.339 idt_A: 0.183 D_B: 0.004 G_B: 1.140 cycle_B: 0.456 idt_B: 0.115
291
+ (epoch: 41, iters: 40, time: 0.286, data: 0.002) D_A: 0.225 G_A: 0.152 cycle_A: 0.319 idt_A: 0.234 D_B: 0.001 G_B: 1.007 cycle_B: 0.528 idt_B: 0.116
292
+ (epoch: 41, iters: 140, time: 0.314, data: 0.002) D_A: 0.235 G_A: 0.169 cycle_A: 0.262 idt_A: 0.227 D_B: 0.001 G_B: 0.981 cycle_B: 0.512 idt_B: 0.090
293
+ (epoch: 41, iters: 240, time: 0.455, data: 0.001) D_A: 0.234 G_A: 0.148 cycle_A: 0.324 idt_A: 0.207 D_B: 0.001 G_B: 0.984 cycle_B: 0.477 idt_B: 0.120
294
+ (epoch: 41, iters: 340, time: 0.315, data: 0.002) D_A: 0.236 G_A: 0.117 cycle_A: 0.340 idt_A: 0.196 D_B: 0.001 G_B: 0.977 cycle_B: 0.491 idt_B: 0.119
295
+ (epoch: 41, iters: 440, time: 0.315, data: 0.002) D_A: 0.193 G_A: 0.322 cycle_A: 0.308 idt_A: 0.203 D_B: 0.001 G_B: 0.969 cycle_B: 0.490 idt_B: 0.116
296
+ (epoch: 41, iters: 540, time: 0.318, data: 0.001) D_A: 0.134 G_A: 0.560 cycle_A: 0.377 idt_A: 0.232 D_B: 0.002 G_B: 0.956 cycle_B: 0.538 idt_B: 0.121
297
+ (epoch: 41, iters: 640, time: 0.316, data: 0.002) D_A: 0.190 G_A: 0.329 cycle_A: 0.325 idt_A: 0.187 D_B: 0.001 G_B: 1.035 cycle_B: 0.431 idt_B: 0.118
298
+ (epoch: 42, iters: 16, time: 0.286, data: 0.002) D_A: 0.206 G_A: 0.266 cycle_A: 0.310 idt_A: 0.197 D_B: 0.001 G_B: 0.979 cycle_B: 0.476 idt_B: 0.106
299
+ (epoch: 42, iters: 116, time: 0.315, data: 0.002) D_A: 0.237 G_A: 0.135 cycle_A: 0.308 idt_A: 0.225 D_B: 0.001 G_B: 0.976 cycle_B: 0.548 idt_B: 0.098
300
+ (epoch: 42, iters: 216, time: 0.318, data: 0.003) D_A: 0.195 G_A: 0.184 cycle_A: 0.306 idt_A: 0.189 D_B: 0.002 G_B: 0.945 cycle_B: 0.442 idt_B: 0.107
301
+ (epoch: 42, iters: 316, time: 0.429, data: 0.001) D_A: 0.184 G_A: 0.286 cycle_A: 0.299 idt_A: 0.230 D_B: 0.003 G_B: 1.031 cycle_B: 0.506 idt_B: 0.113
302
+ (epoch: 42, iters: 416, time: 0.316, data: 0.002) D_A: 0.181 G_A: 0.292 cycle_A: 0.325 idt_A: 0.191 D_B: 0.001 G_B: 1.009 cycle_B: 0.432 idt_B: 0.106
303
+ (epoch: 42, iters: 516, time: 0.314, data: 0.002) D_A: 0.200 G_A: 0.317 cycle_A: 0.301 idt_A: 0.199 D_B: 0.000 G_B: 0.999 cycle_B: 0.474 idt_B: 0.095
304
+ (epoch: 42, iters: 616, time: 0.316, data: 0.002) D_A: 0.214 G_A: 0.271 cycle_A: 0.270 idt_A: 0.223 D_B: 0.000 G_B: 0.998 cycle_B: 0.493 idt_B: 0.086
305
+ (epoch: 42, iters: 716, time: 0.314, data: 0.002) D_A: 0.236 G_A: 0.380 cycle_A: 0.336 idt_A: 0.214 D_B: 0.000 G_B: 1.000 cycle_B: 0.490 idt_B: 0.112
306
+ (epoch: 43, iters: 92, time: 0.313, data: 0.002) D_A: 0.197 G_A: 0.241 cycle_A: 0.319 idt_A: 0.203 D_B: 0.000 G_B: 0.989 cycle_B: 0.450 idt_B: 0.105
307
+ (epoch: 43, iters: 192, time: 0.318, data: 0.002) D_A: 0.203 G_A: 0.271 cycle_A: 0.291 idt_A: 0.199 D_B: 0.000 G_B: 1.000 cycle_B: 0.456 idt_B: 0.096
308
+ (epoch: 43, iters: 292, time: 0.315, data: 0.002) D_A: 0.234 G_A: 0.212 cycle_A: 0.288 idt_A: 0.183 D_B: 0.001 G_B: 1.016 cycle_B: 0.451 idt_B: 0.104
309
+ (epoch: 43, iters: 392, time: 0.425, data: 0.002) D_A: 0.266 G_A: 0.249 cycle_A: 0.322 idt_A: 0.189 D_B: 0.000 G_B: 0.990 cycle_B: 0.435 idt_B: 0.111
310
+ (epoch: 43, iters: 492, time: 0.315, data: 0.001) D_A: 0.202 G_A: 0.299 cycle_A: 0.313 idt_A: 0.209 D_B: 0.000 G_B: 0.982 cycle_B: 0.483 idt_B: 0.122
311
+ (epoch: 43, iters: 592, time: 0.317, data: 0.003) D_A: 0.202 G_A: 0.327 cycle_A: 0.247 idt_A: 0.188 D_B: 0.001 G_B: 0.995 cycle_B: 0.436 idt_B: 0.082
312
+ (epoch: 43, iters: 692, time: 0.315, data: 0.002) D_A: 0.215 G_A: 0.314 cycle_A: 0.286 idt_A: 0.203 D_B: 0.000 G_B: 0.996 cycle_B: 0.456 idt_B: 0.094
313
+ (epoch: 44, iters: 68, time: 0.401, data: 0.002) D_A: 0.204 G_A: 0.270 cycle_A: 0.272 idt_A: 0.216 D_B: 0.000 G_B: 1.000 cycle_B: 0.497 idt_B: 0.090
314
+ (epoch: 44, iters: 168, time: 0.313, data: 0.002) D_A: 0.194 G_A: 0.347 cycle_A: 0.263 idt_A: 0.196 D_B: 0.001 G_B: 0.979 cycle_B: 0.447 idt_B: 0.094
315
+ (epoch: 44, iters: 268, time: 0.316, data: 0.002) D_A: 0.207 G_A: 0.276 cycle_A: 0.279 idt_A: 0.179 D_B: 0.004 G_B: 1.209 cycle_B: 0.428 idt_B: 0.111
316
+ (epoch: 44, iters: 368, time: 0.317, data: 0.002) D_A: 0.198 G_A: 0.276 cycle_A: 0.291 idt_A: 0.208 D_B: 0.006 G_B: 0.884 cycle_B: 0.489 idt_B: 0.109
317
+ (epoch: 44, iters: 468, time: 0.316, data: 0.002) D_A: 0.229 G_A: 0.322 cycle_A: 0.283 idt_A: 0.209 D_B: 0.002 G_B: 0.964 cycle_B: 0.519 idt_B: 0.101
318
+ (epoch: 44, iters: 568, time: 0.317, data: 0.002) D_A: 0.171 G_A: 0.353 cycle_A: 0.311 idt_A: 0.214 D_B: 0.001 G_B: 0.969 cycle_B: 0.483 idt_B: 0.106
319
+ (epoch: 44, iters: 668, time: 0.313, data: 0.002) D_A: 0.264 G_A: 0.158 cycle_A: 0.278 idt_A: 0.235 D_B: 0.001 G_B: 1.002 cycle_B: 0.529 idt_B: 0.099
320
+ (epoch: 45, iters: 44, time: 0.284, data: 0.002) D_A: 0.190 G_A: 0.238 cycle_A: 0.398 idt_A: 0.179 D_B: 0.001 G_B: 0.985 cycle_B: 0.399 idt_B: 0.128
321
+ (epoch: 45, iters: 144, time: 0.434, data: 0.002) D_A: 0.185 G_A: 0.359 cycle_A: 0.269 idt_A: 0.173 D_B: 0.004 G_B: 1.243 cycle_B: 0.412 idt_B: 0.092
322
+ (epoch: 45, iters: 244, time: 0.314, data: 0.002) D_A: 0.260 G_A: 0.229 cycle_A: 0.292 idt_A: 0.225 D_B: 0.001 G_B: 0.973 cycle_B: 0.503 idt_B: 0.104
323
+ (epoch: 45, iters: 344, time: 0.317, data: 0.002) D_A: 0.269 G_A: 0.160 cycle_A: 0.281 idt_A: 0.208 D_B: 0.001 G_B: 0.992 cycle_B: 0.446 idt_B: 0.103
324
+ (epoch: 45, iters: 444, time: 0.314, data: 0.002) D_A: 0.260 G_A: 0.231 cycle_A: 0.298 idt_A: 0.189 D_B: 0.000 G_B: 1.011 cycle_B: 0.449 idt_B: 0.107
325
+ (epoch: 45, iters: 544, time: 0.318, data: 0.002) D_A: 0.182 G_A: 0.161 cycle_A: 0.343 idt_A: 0.167 D_B: 0.000 G_B: 0.993 cycle_B: 0.393 idt_B: 0.109
326
+ (epoch: 45, iters: 644, time: 0.316, data: 0.003) D_A: 0.212 G_A: 0.256 cycle_A: 0.253 idt_A: 0.173 D_B: 0.000 G_B: 1.002 cycle_B: 0.395 idt_B: 0.090
327
+ (epoch: 46, iters: 20, time: 0.286, data: 0.002) D_A: 0.204 G_A: 0.274 cycle_A: 0.310 idt_A: 0.221 D_B: 0.000 G_B: 0.992 cycle_B: 0.475 idt_B: 0.110
328
+ (epoch: 46, iters: 120, time: 0.314, data: 0.002) D_A: 0.281 G_A: 0.275 cycle_A: 0.282 idt_A: 0.243 D_B: 0.000 G_B: 0.999 cycle_B: 0.534 idt_B: 0.095
329
+ (epoch: 46, iters: 220, time: 0.440, data: 0.002) D_A: 0.249 G_A: 0.283 cycle_A: 0.279 idt_A: 0.181 D_B: 0.000 G_B: 0.993 cycle_B: 0.394 idt_B: 0.093
330
+ (epoch: 46, iters: 320, time: 0.317, data: 0.002) D_A: 0.239 G_A: 0.237 cycle_A: 0.303 idt_A: 0.175 D_B: 0.000 G_B: 0.985 cycle_B: 0.406 idt_B: 0.102
331
+ (epoch: 46, iters: 420, time: 0.313, data: 0.003) D_A: 0.214 G_A: 0.285 cycle_A: 0.319 idt_A: 0.196 D_B: 0.000 G_B: 0.993 cycle_B: 0.445 idt_B: 0.109
332
+ (epoch: 46, iters: 520, time: 0.314, data: 0.001) D_A: 0.268 G_A: 0.193 cycle_A: 0.255 idt_A: 0.165 D_B: 0.000 G_B: 0.995 cycle_B: 0.397 idt_B: 0.083
333
+ (epoch: 46, iters: 620, time: 0.314, data: 0.003) D_A: 0.234 G_A: 0.283 cycle_A: 0.303 idt_A: 0.211 D_B: 0.000 G_B: 1.000 cycle_B: 0.473 idt_B: 0.108
334
+ (epoch: 46, iters: 720, time: 0.314, data: 0.002) D_A: 0.225 G_A: 0.288 cycle_A: 0.309 idt_A: 0.192 D_B: 0.000 G_B: 0.993 cycle_B: 0.457 idt_B: 0.104
335
+ (epoch: 47, iters: 96, time: 0.315, data: 0.002) D_A: 0.223 G_A: 0.235 cycle_A: 0.253 idt_A: 0.173 D_B: 0.000 G_B: 0.996 cycle_B: 0.417 idt_B: 0.084
336
+ (epoch: 47, iters: 196, time: 0.316, data: 0.003) D_A: 0.202 G_A: 0.322 cycle_A: 0.335 idt_A: 0.192 D_B: 0.000 G_B: 0.991 cycle_B: 0.448 idt_B: 0.105
337
+ (epoch: 47, iters: 296, time: 0.435, data: 0.002) D_A: 0.214 G_A: 0.193 cycle_A: 0.317 idt_A: 0.229 D_B: 0.001 G_B: 0.988 cycle_B: 0.522 idt_B: 0.101
338
+ (epoch: 47, iters: 396, time: 0.314, data: 0.002) D_A: 0.210 G_A: 0.293 cycle_A: 0.312 idt_A: 0.206 D_B: 0.001 G_B: 0.990 cycle_B: 0.495 idt_B: 0.098
339
+ (epoch: 47, iters: 496, time: 0.314, data: 0.002) D_A: 0.219 G_A: 0.291 cycle_A: 0.313 idt_A: 0.176 D_B: 0.003 G_B: 0.854 cycle_B: 0.404 idt_B: 0.105
340
+ (epoch: 47, iters: 596, time: 0.316, data: 0.002) D_A: 0.203 G_A: 0.264 cycle_A: 0.314 idt_A: 0.183 D_B: 0.003 G_B: 0.986 cycle_B: 0.431 idt_B: 0.108
341
+ (epoch: 47, iters: 696, time: 0.426, data: 0.002) D_A: 0.227 G_A: 0.301 cycle_A: 0.348 idt_A: 0.192 D_B: 0.001 G_B: 0.990 cycle_B: 0.445 idt_B: 0.114
342
+ (epoch: 48, iters: 72, time: 0.293, data: 0.002) D_A: 0.249 G_A: 0.241 cycle_A: 0.247 idt_A: 0.185 D_B: 0.000 G_B: 0.996 cycle_B: 0.407 idt_B: 0.090
343
+ (epoch: 48, iters: 172, time: 0.316, data: 0.002) D_A: 0.229 G_A: 0.273 cycle_A: 0.269 idt_A: 0.207 D_B: 0.001 G_B: 1.000 cycle_B: 0.451 idt_B: 0.091
344
+ (epoch: 48, iters: 272, time: 0.316, data: 0.002) D_A: 0.230 G_A: 0.283 cycle_A: 0.319 idt_A: 0.178 D_B: 0.000 G_B: 0.988 cycle_B: 0.419 idt_B: 0.106
345
+ (epoch: 48, iters: 372, time: 0.434, data: 0.002) D_A: 0.239 G_A: 0.292 cycle_A: 0.297 idt_A: 0.206 D_B: 0.001 G_B: 0.935 cycle_B: 0.457 idt_B: 0.100
346
+ (epoch: 48, iters: 472, time: 0.315, data: 0.003) D_A: 0.210 G_A: 0.250 cycle_A: 0.350 idt_A: 0.177 D_B: 0.008 G_B: 0.769 cycle_B: 0.401 idt_B: 0.114
347
+ (epoch: 48, iters: 572, time: 0.313, data: 0.002) D_A: 0.227 G_A: 0.281 cycle_A: 0.249 idt_A: 0.194 D_B: 0.008 G_B: 0.719 cycle_B: 0.442 idt_B: 0.082
348
+ (epoch: 48, iters: 672, time: 0.316, data: 0.003) D_A: 0.164 G_A: 0.311 cycle_A: 0.281 idt_A: 0.231 D_B: 0.001 G_B: 0.987 cycle_B: 0.524 idt_B: 0.096
349
+ (epoch: 49, iters: 48, time: 0.457, data: 0.002) D_A: 0.208 G_A: 0.292 cycle_A: 0.241 idt_A: 0.220 D_B: 0.019 G_B: 0.650 cycle_B: 0.513 idt_B: 0.080
350
+ (epoch: 49, iters: 148, time: 0.316, data: 0.003) D_A: 0.192 G_A: 0.271 cycle_A: 0.292 idt_A: 0.187 D_B: 0.021 G_B: 0.608 cycle_B: 0.427 idt_B: 0.098
351
+ (epoch: 49, iters: 248, time: 0.315, data: 0.002) D_A: 0.248 G_A: 0.230 cycle_A: 0.299 idt_A: 0.176 D_B: 0.031 G_B: 0.809 cycle_B: 0.411 idt_B: 0.093
352
+ (epoch: 49, iters: 348, time: 0.314, data: 0.002) D_A: 0.215 G_A: 0.277 cycle_A: 0.271 idt_A: 0.183 D_B: 0.012 G_B: 0.903 cycle_B: 0.425 idt_B: 0.089
353
+ (epoch: 49, iters: 448, time: 0.315, data: 0.002) D_A: 0.213 G_A: 0.274 cycle_A: 0.276 idt_A: 0.175 D_B: 0.064 G_B: 0.440 cycle_B: 0.418 idt_B: 0.094
354
+ (epoch: 49, iters: 548, time: 0.316, data: 0.003) D_A: 0.203 G_A: 0.310 cycle_A: 0.322 idt_A: 0.181 D_B: 0.035 G_B: 0.922 cycle_B: 0.441 idt_B: 0.113
355
+ (epoch: 49, iters: 648, time: 0.313, data: 0.003) D_A: 0.199 G_A: 0.279 cycle_A: 0.351 idt_A: 0.181 D_B: 0.046 G_B: 0.375 cycle_B: 0.422 idt_B: 0.131
356
+ (epoch: 50, iters: 24, time: 0.285, data: 0.002) D_A: 0.182 G_A: 0.283 cycle_A: 0.312 idt_A: 0.180 D_B: 0.033 G_B: 0.431 cycle_B: 0.439 idt_B: 0.114
357
+ (epoch: 50, iters: 124, time: 0.443, data: 0.002) D_A: 0.235 G_A: 0.296 cycle_A: 0.309 idt_A: 0.202 D_B: 0.047 G_B: 0.497 cycle_B: 0.459 idt_B: 0.101
358
+ (epoch: 50, iters: 224, time: 0.316, data: 0.001) D_A: 0.222 G_A: 0.322 cycle_A: 0.269 idt_A: 0.161 D_B: 0.054 G_B: 0.514 cycle_B: 0.395 idt_B: 0.089
359
+ (epoch: 50, iters: 324, time: 0.316, data: 0.002) D_A: 0.203 G_A: 0.340 cycle_A: 0.379 idt_A: 0.242 D_B: 0.060 G_B: 0.524 cycle_B: 0.559 idt_B: 0.128
360
+ (epoch: 50, iters: 424, time: 0.315, data: 0.002) D_A: 0.240 G_A: 0.274 cycle_A: 0.276 idt_A: 0.205 D_B: 0.067 G_B: 0.441 cycle_B: 0.511 idt_B: 0.089
361
+ (epoch: 50, iters: 524, time: 0.440, data: 0.001) D_A: 0.224 G_A: 0.275 cycle_A: 0.267 idt_A: 0.188 D_B: 0.065 G_B: 0.463 cycle_B: 0.455 idt_B: 0.090
362
+ (epoch: 50, iters: 624, time: 0.313, data: 0.003) D_A: 0.244 G_A: 0.235 cycle_A: 0.241 idt_A: 0.214 D_B: 0.057 G_B: 0.454 cycle_B: 0.508 idt_B: 0.090
363
+ (epoch: 50, iters: 724, time: 0.137, data: 0.002) D_A: 0.293 G_A: 0.321 cycle_A: 0.373 idt_A: 0.199 D_B: 0.063 G_B: 0.441 cycle_B: 0.518 idt_B: 0.119
test_opt.txt ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ----------------- Options ---------------
2
+ aspect_ratio: 1.0
3
+ batch_size: 1
4
+ checkpoints_dir: ./checkpoints
5
+ crop_size: 256
6
+ dataroot: ../datasets/depth2image/custom_testB [default: None]
7
+ dataset_mode: single
8
+ direction: BtoA [default: AtoB]
9
+ display_winsize: 256
10
+ epoch: latest
11
+ eval: False
12
+ gpu_ids: 0
13
+ init_gain: 0.02
14
+ init_type: normal
15
+ input_nc: 3
16
+ isTrain: False [default: None]
17
+ load_iter: 0 [default: 0]
18
+ load_size: 256
19
+ max_dataset_size: inf
20
+ model: test
21
+ model_suffix: _B [default: ]
22
+ n_layers_D: 3
23
+ name: depth2image [default: experiment_name]
24
+ ndf: 64
25
+ netD: basic
26
+ netG: resnet_9blocks
27
+ ngf: 64
28
+ no_dropout: True [default: False]
29
+ no_flip: False
30
+ norm: instance
31
+ num_test: 50
32
+ num_threads: 4
33
+ output_nc: 3
34
+ phase: test
35
+ preprocess: none [default: resize_and_crop]
36
+ results_dir: ../results/depth2image_fixed_testB [default: ./results/]
37
+ serial_batches: False
38
+ suffix:
39
+ use_wandb: False
40
+ verbose: False
41
+ wandb_project_name: CycleGAN-and-pix2pix
42
+ ----------------- End -------------------
train_opt.txt ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ----------------- Options ---------------
2
+ batch_size: 4 [default: 1]
3
+ beta1: 0.5
4
+ checkpoints_dir: ./checkpoints
5
+ continue_train: False
6
+ crop_size: 256
7
+ dataroot: ../datasets/depth2image [default: None]
8
+ dataset_mode: unaligned
9
+ direction: AtoB
10
+ display_env: main
11
+ display_freq: 400
12
+ display_id: -1 [default: 1]
13
+ display_ncols: 4
14
+ display_port: 8097
15
+ display_server: http://localhost
16
+ display_winsize: 256
17
+ epoch: latest
18
+ epoch_count: 1
19
+ gan_mode: lsgan
20
+ gpu_ids: 0
21
+ init_gain: 0.02
22
+ init_type: normal
23
+ input_nc: 3
24
+ isTrain: True [default: None]
25
+ lambda_A: 10.0
26
+ lambda_B: 10.0
27
+ lambda_identity: 0.5
28
+ load_iter: 0 [default: 0]
29
+ load_size: 286
30
+ lr: 0.0002
31
+ lr_decay_iters: 50
32
+ lr_policy: linear
33
+ max_dataset_size: inf
34
+ model: cycle_gan
35
+ n_epochs: 25 [default: 100]
36
+ n_epochs_decay: 25 [default: 100]
37
+ n_layers_D: 3
38
+ name: depth2image [default: experiment_name]
39
+ ndf: 64
40
+ netD: basic
41
+ netG: resnet_9blocks
42
+ ngf: 64
43
+ no_dropout: True
44
+ no_flip: False
45
+ no_html: False
46
+ norm: instance
47
+ num_threads: 4
48
+ output_nc: 3
49
+ phase: train
50
+ pool_size: 50
51
+ preprocess: resize_and_crop
52
+ print_freq: 100
53
+ save_by_iter: False
54
+ save_epoch_freq: 5
55
+ save_latest_freq: 5000
56
+ serial_batches: False
57
+ suffix:
58
+ update_html_freq: 1000
59
+ use_wandb: False
60
+ verbose: False
61
+ wandb_project_name: CycleGAN-and-pix2pix
62
+ ----------------- End -------------------