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Borcherding
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CycleGAN_Hed2CoralReef

Image-to-Image
hed-to-reef
cyclegan
hed-to-anything
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  1. .gitattributes +4 -0
  2. hed2image_fixed_testA/hed2image/test_latest/images/custom_fake.png +3 -0
  3. hed2image_fixed_testA/hed2image/test_latest/images/custom_real.png +3 -0
  4. hed2image_fixed_testA/hed2image/test_latest/index.html +29 -0
  5. hed2image_fixed_testB/hed2image/test_latest/images/custom_fake.png +3 -0
  6. hed2image_fixed_testB/hed2image/test_latest/images/custom_real.png +3 -0
  7. hed2image_fixed_testB/hed2image/test_latest/index.html +29 -0
  8. latest_net_D_A.pth +3 -0
  9. latest_net_D_B.pth +3 -0
  10. latest_net_G.pth +3 -0
  11. latest_net_G_A.pth +3 -0
  12. latest_net_G_B.pth +3 -0
  13. loss_log.txt +363 -0
  14. test_opt.txt +42 -0
  15. train_opt.txt +62 -0
.gitattributes CHANGED
@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ <!DOCTYPE html>
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+ <html>
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+ <head>
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+ <title>Experiment = hed2image, Phase = test, Epoch = latest</title>
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+ </head>
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+ <body>
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+ <h3>custom</h3>
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+ <img src="images\custom_fake.png" style="width:256px">
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+ <a href="images\custom_fake.png">
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+ <p>fake</p>
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+ </td>
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+ </tr>
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+ </table>
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1
+ ================ Training Loss (Mon Mar 10 18:34:20 2025) ================
2
+ (epoch: 1, iters: 100, time: 0.300, data: 39.616) D_A: 0.497 G_A: 0.722 cycle_A: 2.115 idt_A: 0.798 D_B: 0.486 G_B: 0.513 cycle_B: 1.698 idt_B: 0.934
3
+ (epoch: 1, iters: 200, time: 0.344, data: 0.002) D_A: 0.406 G_A: 0.522 cycle_A: 1.604 idt_A: 0.702 D_B: 0.448 G_B: 0.468 cycle_B: 1.548 idt_B: 0.671
4
+ (epoch: 1, iters: 300, time: 0.330, data: 0.003) D_A: 0.618 G_A: 0.843 cycle_A: 1.419 idt_A: 0.741 D_B: 0.470 G_B: 0.538 cycle_B: 1.591 idt_B: 0.589
5
+ (epoch: 1, iters: 400, time: 0.404, data: 0.003) D_A: 0.273 G_A: 0.502 cycle_A: 1.168 idt_A: 0.579 D_B: 0.373 G_B: 0.395 cycle_B: 1.274 idt_B: 0.451
6
+ (epoch: 1, iters: 500, time: 0.345, data: 0.003) D_A: 0.385 G_A: 0.494 cycle_A: 1.075 idt_A: 0.581 D_B: 0.296 G_B: 0.341 cycle_B: 1.336 idt_B: 0.404
7
+ (epoch: 1, iters: 600, time: 0.337, data: 0.003) D_A: 0.291 G_A: 0.466 cycle_A: 0.964 idt_A: 0.561 D_B: 0.299 G_B: 0.326 cycle_B: 1.323 idt_B: 0.369
8
+ (epoch: 1, iters: 700, time: 0.338, data: 0.004) D_A: 0.248 G_A: 0.358 cycle_A: 1.026 idt_A: 0.572 D_B: 0.290 G_B: 0.377 cycle_B: 1.243 idt_B: 0.397
9
+ (epoch: 2, iters: 76, time: 0.336, data: 0.002) D_A: 0.283 G_A: 0.443 cycle_A: 1.093 idt_A: 0.559 D_B: 0.292 G_B: 0.421 cycle_B: 1.221 idt_B: 0.434
10
+ (epoch: 2, iters: 176, time: 0.329, data: 0.002) D_A: 0.291 G_A: 0.256 cycle_A: 0.784 idt_A: 0.512 D_B: 0.310 G_B: 0.337 cycle_B: 1.132 idt_B: 0.314
11
+ (epoch: 2, iters: 276, time: 0.331, data: 0.003) D_A: 0.240 G_A: 0.419 cycle_A: 0.845 idt_A: 0.525 D_B: 0.320 G_B: 0.365 cycle_B: 1.199 idt_B: 0.330
12
+ (epoch: 2, iters: 376, time: 0.314, data: 0.002) D_A: 0.272 G_A: 0.415 cycle_A: 0.817 idt_A: 0.618 D_B: 0.279 G_B: 0.271 cycle_B: 1.353 idt_B: 0.339
13
+ (epoch: 2, iters: 476, time: 0.344, data: 0.002) D_A: 0.255 G_A: 0.339 cycle_A: 0.862 idt_A: 0.492 D_B: 0.256 G_B: 0.297 cycle_B: 1.117 idt_B: 0.317
14
+ (epoch: 2, iters: 576, time: 0.352, data: 0.003) D_A: 0.250 G_A: 0.346 cycle_A: 0.908 idt_A: 0.504 D_B: 0.264 G_B: 0.310 cycle_B: 1.155 idt_B: 0.326
15
+ (epoch: 2, iters: 676, time: 0.334, data: 0.002) D_A: 0.243 G_A: 0.293 cycle_A: 0.783 idt_A: 0.442 D_B: 0.299 G_B: 0.425 cycle_B: 1.097 idt_B: 0.283
16
+ (epoch: 3, iters: 52, time: 0.312, data: 0.001) D_A: 0.226 G_A: 0.409 cycle_A: 0.768 idt_A: 0.497 D_B: 0.239 G_B: 0.369 cycle_B: 1.173 idt_B: 0.291
17
+ (epoch: 3, iters: 152, time: 0.383, data: 0.002) D_A: 0.239 G_A: 0.347 cycle_A: 0.716 idt_A: 0.572 D_B: 0.268 G_B: 0.294 cycle_B: 1.232 idt_B: 0.265
18
+ (epoch: 3, iters: 252, time: 0.339, data: 0.003) D_A: 0.228 G_A: 0.394 cycle_A: 0.976 idt_A: 0.447 D_B: 0.267 G_B: 0.352 cycle_B: 1.047 idt_B: 0.358
19
+ (epoch: 3, iters: 352, time: 0.349, data: 0.003) D_A: 0.242 G_A: 0.337 cycle_A: 0.723 idt_A: 0.462 D_B: 0.269 G_B: 0.307 cycle_B: 1.076 idt_B: 0.273
20
+ (epoch: 3, iters: 452, time: 0.326, data: 0.003) D_A: 0.243 G_A: 0.441 cycle_A: 0.814 idt_A: 0.382 D_B: 0.244 G_B: 0.348 cycle_B: 0.892 idt_B: 0.277
21
+ (epoch: 3, iters: 552, time: 0.380, data: 0.003) D_A: 0.223 G_A: 0.346 cycle_A: 0.745 idt_A: 0.438 D_B: 0.276 G_B: 0.389 cycle_B: 0.996 idt_B: 0.251
22
+ (epoch: 3, iters: 652, time: 0.327, data: 0.003) D_A: 0.209 G_A: 0.451 cycle_A: 0.760 idt_A: 0.437 D_B: 0.261 G_B: 0.246 cycle_B: 1.080 idt_B: 0.292
23
+ (epoch: 4, iters: 28, time: 0.296, data: 0.003) D_A: 0.204 G_A: 0.288 cycle_A: 0.756 idt_A: 0.438 D_B: 0.321 G_B: 0.339 cycle_B: 0.987 idt_B: 0.277
24
+ (epoch: 4, iters: 128, time: 0.329, data: 0.003) D_A: 0.244 G_A: 0.359 cycle_A: 0.725 idt_A: 0.450 D_B: 0.250 G_B: 0.300 cycle_B: 1.029 idt_B: 0.286
25
+ (epoch: 4, iters: 228, time: 0.385, data: 0.002) D_A: 0.191 G_A: 0.360 cycle_A: 0.915 idt_A: 0.444 D_B: 0.253 G_B: 0.336 cycle_B: 1.030 idt_B: 0.337
26
+ (epoch: 4, iters: 328, time: 0.331, data: 0.003) D_A: 0.236 G_A: 0.284 cycle_A: 0.712 idt_A: 0.454 D_B: 0.250 G_B: 0.344 cycle_B: 1.036 idt_B: 0.264
27
+ (epoch: 4, iters: 428, time: 0.331, data: 0.003) D_A: 0.352 G_A: 0.391 cycle_A: 0.780 idt_A: 0.412 D_B: 0.263 G_B: 0.342 cycle_B: 0.958 idt_B: 0.283
28
+ (epoch: 4, iters: 528, time: 0.324, data: 0.004) D_A: 0.245 G_A: 0.285 cycle_A: 0.807 idt_A: 0.365 D_B: 0.241 G_B: 0.350 cycle_B: 0.843 idt_B: 0.262
29
+ (epoch: 4, iters: 628, time: 0.329, data: 0.002) D_A: 0.216 G_A: 0.435 cycle_A: 0.831 idt_A: 0.486 D_B: 0.316 G_B: 0.389 cycle_B: 1.143 idt_B: 0.291
30
+ (epoch: 5, iters: 4, time: 0.291, data: 0.001) D_A: 0.246 G_A: 0.408 cycle_A: 0.729 idt_A: 0.474 D_B: 0.234 G_B: 0.331 cycle_B: 1.118 idt_B: 0.224
31
+ (epoch: 5, iters: 104, time: 0.326, data: 0.002) D_A: 0.204 G_A: 0.352 cycle_A: 0.720 idt_A: 0.405 D_B: 0.240 G_B: 0.326 cycle_B: 0.972 idt_B: 0.240
32
+ (epoch: 5, iters: 204, time: 0.324, data: 0.003) D_A: 0.208 G_A: 0.374 cycle_A: 0.696 idt_A: 0.473 D_B: 0.270 G_B: 0.298 cycle_B: 1.096 idt_B: 0.252
33
+ (epoch: 5, iters: 304, time: 0.385, data: 0.002) D_A: 0.303 G_A: 0.317 cycle_A: 0.812 idt_A: 0.563 D_B: 0.292 G_B: 0.394 cycle_B: 1.466 idt_B: 0.212
34
+ (epoch: 5, iters: 404, time: 0.329, data: 0.003) D_A: 0.151 G_A: 0.317 cycle_A: 0.558 idt_A: 0.409 D_B: 0.248 G_B: 0.270 cycle_B: 0.969 idt_B: 0.204
35
+ (epoch: 5, iters: 504, time: 0.326, data: 0.004) D_A: 0.298 G_A: 0.686 cycle_A: 0.750 idt_A: 0.519 D_B: 0.209 G_B: 0.302 cycle_B: 1.202 idt_B: 0.235
36
+ (epoch: 5, iters: 604, time: 0.328, data: 0.004) D_A: 0.146 G_A: 0.400 cycle_A: 0.703 idt_A: 0.413 D_B: 0.284 G_B: 0.350 cycle_B: 1.036 idt_B: 0.230
37
+ (epoch: 5, iters: 704, time: 0.326, data: 0.003) D_A: 0.101 G_A: 0.859 cycle_A: 0.791 idt_A: 0.364 D_B: 0.245 G_B: 0.278 cycle_B: 0.949 idt_B: 0.281
38
+ (epoch: 6, iters: 80, time: 0.318, data: 0.003) D_A: 0.225 G_A: 0.343 cycle_A: 0.644 idt_A: 0.439 D_B: 0.277 G_B: 0.303 cycle_B: 0.982 idt_B: 0.230
39
+ (epoch: 6, iters: 180, time: 0.323, data: 0.002) D_A: 0.162 G_A: 0.327 cycle_A: 0.693 idt_A: 0.421 D_B: 0.348 G_B: 0.359 cycle_B: 1.006 idt_B: 0.223
40
+ (epoch: 6, iters: 280, time: 0.326, data: 0.005) D_A: 0.223 G_A: 0.485 cycle_A: 0.672 idt_A: 0.383 D_B: 0.238 G_B: 0.288 cycle_B: 0.959 idt_B: 0.221
41
+ (epoch: 6, iters: 380, time: 0.382, data: 0.002) D_A: 0.311 G_A: 1.150 cycle_A: 0.606 idt_A: 0.422 D_B: 0.569 G_B: 0.719 cycle_B: 1.140 idt_B: 0.214
42
+ (epoch: 6, iters: 480, time: 0.325, data: 0.002) D_A: 2.091 G_A: 2.559 cycle_A: 0.603 idt_A: 0.397 D_B: 0.223 G_B: 0.283 cycle_B: 0.927 idt_B: 0.221
43
+ (epoch: 6, iters: 580, time: 0.332, data: 0.003) D_A: 0.274 G_A: 0.191 cycle_A: 0.553 idt_A: 0.369 D_B: 0.282 G_B: 0.432 cycle_B: 0.898 idt_B: 0.205
44
+ (epoch: 6, iters: 680, time: 0.325, data: 0.003) D_A: 0.261 G_A: 0.262 cycle_A: 0.532 idt_A: 0.438 D_B: 0.244 G_B: 0.370 cycle_B: 1.056 idt_B: 0.206
45
+ (epoch: 7, iters: 56, time: 0.356, data: 0.002) D_A: 0.246 G_A: 0.313 cycle_A: 0.392 idt_A: 0.405 D_B: 0.221 G_B: 0.401 cycle_B: 0.978 idt_B: 0.161
46
+ (epoch: 7, iters: 156, time: 0.333, data: 0.003) D_A: 0.236 G_A: 0.244 cycle_A: 0.489 idt_A: 0.383 D_B: 0.276 G_B: 0.319 cycle_B: 0.936 idt_B: 0.172
47
+ (epoch: 7, iters: 256, time: 0.324, data: 0.003) D_A: 0.247 G_A: 0.289 cycle_A: 0.488 idt_A: 0.416 D_B: 0.251 G_B: 0.386 cycle_B: 1.016 idt_B: 0.176
48
+ (epoch: 7, iters: 356, time: 0.329, data: 0.002) D_A: 0.249 G_A: 0.252 cycle_A: 0.427 idt_A: 0.343 D_B: 0.233 G_B: 0.365 cycle_B: 0.868 idt_B: 0.170
49
+ (epoch: 7, iters: 456, time: 0.326, data: 0.002) D_A: 0.242 G_A: 0.274 cycle_A: 0.468 idt_A: 0.368 D_B: 0.216 G_B: 0.301 cycle_B: 0.868 idt_B: 0.198
50
+ (epoch: 7, iters: 556, time: 0.332, data: 0.002) D_A: 0.236 G_A: 0.258 cycle_A: 0.550 idt_A: 0.325 D_B: 0.219 G_B: 0.300 cycle_B: 0.810 idt_B: 0.200
51
+ (epoch: 7, iters: 656, time: 0.327, data: 0.002) D_A: 0.239 G_A: 0.309 cycle_A: 0.442 idt_A: 0.358 D_B: 0.209 G_B: 0.270 cycle_B: 0.892 idt_B: 0.185
52
+ (epoch: 8, iters: 32, time: 0.294, data: 0.002) D_A: 0.230 G_A: 0.284 cycle_A: 0.547 idt_A: 0.332 D_B: 0.264 G_B: 0.243 cycle_B: 0.822 idt_B: 0.183
53
+ (epoch: 8, iters: 132, time: 0.389, data: 0.002) D_A: 0.214 G_A: 0.287 cycle_A: 0.496 idt_A: 0.321 D_B: 0.223 G_B: 0.247 cycle_B: 0.801 idt_B: 0.196
54
+ (epoch: 8, iters: 232, time: 0.315, data: 0.004) D_A: 0.235 G_A: 0.321 cycle_A: 0.640 idt_A: 0.347 D_B: 0.274 G_B: 0.274 cycle_B: 0.895 idt_B: 0.220
55
+ (epoch: 8, iters: 332, time: 0.315, data: 0.002) D_A: 0.225 G_A: 0.322 cycle_A: 0.554 idt_A: 0.384 D_B: 0.228 G_B: 0.316 cycle_B: 0.945 idt_B: 0.242
56
+ (epoch: 8, iters: 432, time: 0.315, data: 0.002) D_A: 0.204 G_A: 0.230 cycle_A: 0.525 idt_A: 0.379 D_B: 0.253 G_B: 0.294 cycle_B: 0.887 idt_B: 0.210
57
+ (epoch: 8, iters: 532, time: 0.328, data: 0.003) D_A: 0.205 G_A: 0.243 cycle_A: 0.498 idt_A: 0.392 D_B: 0.231 G_B: 0.245 cycle_B: 0.916 idt_B: 0.184
58
+ (epoch: 8, iters: 632, time: 0.313, data: 0.004) D_A: 0.224 G_A: 0.314 cycle_A: 0.520 idt_A: 0.313 D_B: 0.208 G_B: 0.317 cycle_B: 0.796 idt_B: 0.187
59
+ (epoch: 9, iters: 8, time: 0.292, data: 0.002) D_A: 0.178 G_A: 0.325 cycle_A: 0.713 idt_A: 0.384 D_B: 0.462 G_B: 0.820 cycle_B: 1.271 idt_B: 0.213
60
+ (epoch: 9, iters: 108, time: 0.329, data: 0.002) D_A: 0.356 G_A: 0.468 cycle_A: 0.568 idt_A: 0.366 D_B: 0.227 G_B: 0.520 cycle_B: 0.995 idt_B: 0.175
61
+ (epoch: 9, iters: 208, time: 0.396, data: 0.004) D_A: 0.140 G_A: 0.878 cycle_A: 0.583 idt_A: 0.415 D_B: 0.265 G_B: 0.633 cycle_B: 1.088 idt_B: 0.224
62
+ (epoch: 9, iters: 308, time: 0.326, data: 0.003) D_A: 0.265 G_A: 0.194 cycle_A: 0.464 idt_A: 0.361 D_B: 0.258 G_B: 0.157 cycle_B: 0.930 idt_B: 0.162
63
+ (epoch: 9, iters: 408, time: 0.326, data: 0.003) D_A: 0.170 G_A: 0.375 cycle_A: 0.450 idt_A: 0.365 D_B: 0.318 G_B: 0.101 cycle_B: 0.960 idt_B: 0.172
64
+ (epoch: 9, iters: 508, time: 0.324, data: 0.005) D_A: 0.255 G_A: 0.598 cycle_A: 0.544 idt_A: 0.395 D_B: 0.297 G_B: 0.395 cycle_B: 1.016 idt_B: 0.188
65
+ (epoch: 9, iters: 608, time: 0.325, data: 0.003) D_A: 0.170 G_A: 0.277 cycle_A: 0.541 idt_A: 0.398 D_B: 0.299 G_B: 0.543 cycle_B: 0.912 idt_B: 0.176
66
+ (epoch: 9, iters: 708, time: 0.326, data: 0.002) D_A: 0.170 G_A: 0.253 cycle_A: 0.551 idt_A: 0.368 D_B: 0.416 G_B: 1.078 cycle_B: 0.934 idt_B: 0.202
67
+ (epoch: 10, iters: 84, time: 0.323, data: 0.002) D_A: 0.156 G_A: 0.562 cycle_A: 0.455 idt_A: 0.371 D_B: 0.202 G_B: 0.235 cycle_B: 0.945 idt_B: 0.149
68
+ (epoch: 10, iters: 184, time: 0.340, data: 0.003) D_A: 0.202 G_A: 0.246 cycle_A: 0.558 idt_A: 0.440 D_B: 0.355 G_B: 0.398 cycle_B: 1.057 idt_B: 0.179
69
+ (epoch: 10, iters: 284, time: 0.404, data: 0.003) D_A: 0.139 G_A: 0.106 cycle_A: 0.729 idt_A: 0.339 D_B: 0.268 G_B: 0.263 cycle_B: 1.031 idt_B: 0.263
70
+ (epoch: 10, iters: 384, time: 0.357, data: 0.002) D_A: 0.188 G_A: 0.533 cycle_A: 0.486 idt_A: 0.492 D_B: 0.209 G_B: 0.266 cycle_B: 1.114 idt_B: 0.184
71
+ (epoch: 10, iters: 484, time: 0.333, data: 0.007) D_A: 0.301 G_A: 0.755 cycle_A: 0.552 idt_A: 0.448 D_B: 0.517 G_B: 0.702 cycle_B: 1.157 idt_B: 0.196
72
+ (epoch: 10, iters: 584, time: 0.329, data: 0.002) D_A: 0.205 G_A: 0.316 cycle_A: 0.447 idt_A: 0.384 D_B: 0.229 G_B: 0.358 cycle_B: 0.949 idt_B: 0.153
73
+ (epoch: 10, iters: 684, time: 0.329, data: 0.003) D_A: 0.174 G_A: 0.530 cycle_A: 0.475 idt_A: 0.339 D_B: 0.238 G_B: 0.169 cycle_B: 0.853 idt_B: 0.169
74
+ (epoch: 11, iters: 60, time: 0.301, data: 0.002) D_A: 0.139 G_A: 0.834 cycle_A: 0.477 idt_A: 0.346 D_B: 0.259 G_B: 0.476 cycle_B: 0.859 idt_B: 0.153
75
+ (epoch: 11, iters: 160, time: 0.331, data: 0.002) D_A: 0.260 G_A: 0.279 cycle_A: 0.502 idt_A: 0.357 D_B: 0.213 G_B: 0.268 cycle_B: 0.896 idt_B: 0.170
76
+ (epoch: 11, iters: 260, time: 0.337, data: 0.003) D_A: 0.214 G_A: 0.232 cycle_A: 0.468 idt_A: 0.383 D_B: 0.265 G_B: 0.587 cycle_B: 0.946 idt_B: 0.180
77
+ (epoch: 11, iters: 360, time: 0.470, data: 0.002) D_A: 0.187 G_A: 0.213 cycle_A: 0.427 idt_A: 0.351 D_B: 0.200 G_B: 0.350 cycle_B: 0.881 idt_B: 0.151
78
+ (epoch: 11, iters: 460, time: 0.340, data: 0.003) D_A: 0.190 G_A: 0.421 cycle_A: 0.568 idt_A: 0.341 D_B: 0.229 G_B: 0.222 cycle_B: 0.917 idt_B: 0.161
79
+ (epoch: 11, iters: 560, time: 0.344, data: 0.001) D_A: 0.215 G_A: 0.474 cycle_A: 0.456 idt_A: 0.316 D_B: 0.278 G_B: 0.556 cycle_B: 0.804 idt_B: 0.149
80
+ (epoch: 11, iters: 660, time: 0.335, data: 0.002) D_A: 0.220 G_A: 0.446 cycle_A: 0.450 idt_A: 0.366 D_B: 0.180 G_B: 0.265 cycle_B: 0.879 idt_B: 0.162
81
+ (epoch: 12, iters: 36, time: 0.393, data: 0.002) D_A: 0.200 G_A: 0.287 cycle_A: 0.439 idt_A: 0.337 D_B: 0.209 G_B: 0.287 cycle_B: 0.836 idt_B: 0.157
82
+ (epoch: 12, iters: 136, time: 0.335, data: 0.002) D_A: 0.220 G_A: 0.471 cycle_A: 0.467 idt_A: 0.299 D_B: 0.440 G_B: 0.459 cycle_B: 0.771 idt_B: 0.160
83
+ (epoch: 12, iters: 236, time: 0.338, data: 0.001) D_A: 0.247 G_A: 0.103 cycle_A: 0.503 idt_A: 0.314 D_B: 0.225 G_B: 0.322 cycle_B: 0.825 idt_B: 0.166
84
+ (epoch: 12, iters: 336, time: 0.334, data: 0.003) D_A: 0.161 G_A: 0.386 cycle_A: 0.513 idt_A: 0.325 D_B: 0.203 G_B: 0.360 cycle_B: 0.855 idt_B: 0.164
85
+ (epoch: 12, iters: 436, time: 0.321, data: 0.003) D_A: 0.179 G_A: 0.465 cycle_A: 0.461 idt_A: 0.347 D_B: 0.231 G_B: 0.256 cycle_B: 0.832 idt_B: 0.147
86
+ (epoch: 12, iters: 536, time: 0.338, data: 0.003) D_A: 0.144 G_A: 0.165 cycle_A: 0.715 idt_A: 0.321 D_B: 0.176 G_B: 0.291 cycle_B: 0.905 idt_B: 0.254
87
+ (epoch: 12, iters: 636, time: 0.335, data: 0.002) D_A: 0.159 G_A: 0.231 cycle_A: 0.468 idt_A: 0.293 D_B: 0.184 G_B: 0.343 cycle_B: 0.743 idt_B: 0.152
88
+ (epoch: 13, iters: 12, time: 0.288, data: 0.002) D_A: 0.245 G_A: 0.487 cycle_A: 0.485 idt_A: 0.296 D_B: 0.263 G_B: 0.187 cycle_B: 0.760 idt_B: 0.172
89
+ (epoch: 13, iters: 112, time: 0.393, data: 0.003) D_A: 0.173 G_A: 0.228 cycle_A: 0.376 idt_A: 0.279 D_B: 0.243 G_B: 0.162 cycle_B: 0.735 idt_B: 0.142
90
+ (epoch: 13, iters: 212, time: 0.327, data: 0.002) D_A: 0.198 G_A: 0.199 cycle_A: 0.570 idt_A: 0.354 D_B: 0.271 G_B: 0.204 cycle_B: 0.871 idt_B: 0.181
91
+ (epoch: 13, iters: 312, time: 0.323, data: 0.002) D_A: 0.270 G_A: 0.346 cycle_A: 0.458 idt_A: 0.326 D_B: 0.190 G_B: 0.277 cycle_B: 0.852 idt_B: 0.162
92
+ (epoch: 13, iters: 412, time: 0.334, data: 0.002) D_A: 0.258 G_A: 0.544 cycle_A: 0.631 idt_A: 0.402 D_B: 0.204 G_B: 0.426 cycle_B: 1.142 idt_B: 0.213
93
+ (epoch: 13, iters: 512, time: 0.336, data: 0.003) D_A: 0.169 G_A: 0.672 cycle_A: 0.420 idt_A: 0.339 D_B: 0.225 G_B: 0.255 cycle_B: 0.894 idt_B: 0.142
94
+ (epoch: 13, iters: 612, time: 0.341, data: 0.002) D_A: 0.226 G_A: 0.131 cycle_A: 0.516 idt_A: 0.316 D_B: 0.204 G_B: 0.314 cycle_B: 0.820 idt_B: 0.183
95
+ (epoch: 13, iters: 712, time: 0.335, data: 0.003) D_A: 0.247 G_A: 0.466 cycle_A: 0.475 idt_A: 0.335 D_B: 0.193 G_B: 0.121 cycle_B: 0.864 idt_B: 0.167
96
+ (epoch: 14, iters: 88, time: 0.336, data: 0.002) D_A: 0.194 G_A: 0.239 cycle_A: 0.416 idt_A: 0.309 D_B: 0.220 G_B: 0.276 cycle_B: 0.783 idt_B: 0.135
97
+ (epoch: 14, iters: 188, time: 0.421, data: 0.002) D_A: 0.205 G_A: 0.426 cycle_A: 0.584 idt_A: 0.345 D_B: 0.190 G_B: 0.141 cycle_B: 0.865 idt_B: 0.185
98
+ (epoch: 14, iters: 288, time: 0.335, data: 0.003) D_A: 0.288 G_A: 0.216 cycle_A: 0.520 idt_A: 0.337 D_B: 0.260 G_B: 0.297 cycle_B: 0.851 idt_B: 0.155
99
+ (epoch: 14, iters: 388, time: 0.331, data: 0.003) D_A: 0.226 G_A: 0.159 cycle_A: 0.437 idt_A: 0.365 D_B: 0.250 G_B: 0.271 cycle_B: 0.875 idt_B: 0.155
100
+ (epoch: 14, iters: 488, time: 0.337, data: 0.002) D_A: 0.164 G_A: 0.251 cycle_A: 0.428 idt_A: 0.319 D_B: 0.245 G_B: 0.249 cycle_B: 0.787 idt_B: 0.145
101
+ (epoch: 14, iters: 588, time: 0.423, data: 0.002) D_A: 0.191 G_A: 0.155 cycle_A: 0.497 idt_A: 0.287 D_B: 0.311 G_B: 0.342 cycle_B: 0.735 idt_B: 0.162
102
+ (epoch: 14, iters: 688, time: 0.342, data: 0.002) D_A: 0.147 G_A: 0.297 cycle_A: 0.475 idt_A: 0.302 D_B: 0.255 G_B: 0.271 cycle_B: 0.769 idt_B: 0.159
103
+ (epoch: 15, iters: 64, time: 0.309, data: 0.002) D_A: 0.200 G_A: 0.276 cycle_A: 0.423 idt_A: 0.323 D_B: 0.246 G_B: 0.271 cycle_B: 0.811 idt_B: 0.160
104
+ (epoch: 15, iters: 164, time: 0.337, data: 0.003) D_A: 0.203 G_A: 0.362 cycle_A: 0.381 idt_A: 0.349 D_B: 0.294 G_B: 0.143 cycle_B: 0.890 idt_B: 0.135
105
+ (epoch: 15, iters: 264, time: 0.436, data: 0.002) D_A: 0.159 G_A: 0.222 cycle_A: 0.522 idt_A: 0.276 D_B: 0.266 G_B: 0.444 cycle_B: 0.775 idt_B: 0.162
106
+ (epoch: 15, iters: 364, time: 0.336, data: 0.003) D_A: 0.164 G_A: 0.298 cycle_A: 0.616 idt_A: 0.398 D_B: 0.340 G_B: 0.798 cycle_B: 1.060 idt_B: 0.176
107
+ (epoch: 15, iters: 464, time: 0.337, data: 0.003) D_A: 0.195 G_A: 0.731 cycle_A: 0.612 idt_A: 0.349 D_B: 0.261 G_B: 0.518 cycle_B: 0.938 idt_B: 0.202
108
+ (epoch: 15, iters: 564, time: 0.329, data: 0.003) D_A: 0.291 G_A: 0.211 cycle_A: 0.472 idt_A: 0.328 D_B: 0.232 G_B: 0.143 cycle_B: 0.845 idt_B: 0.146
109
+ (epoch: 15, iters: 664, time: 0.334, data: 0.002) D_A: 0.174 G_A: 0.337 cycle_A: 0.509 idt_A: 0.272 D_B: 0.239 G_B: 0.253 cycle_B: 0.711 idt_B: 0.155
110
+ (epoch: 16, iters: 40, time: 0.287, data: 0.003) D_A: 0.189 G_A: 0.199 cycle_A: 0.458 idt_A: 0.342 D_B: 0.222 G_B: 0.312 cycle_B: 0.989 idt_B: 0.145
111
+ (epoch: 16, iters: 140, time: 0.322, data: 0.002) D_A: 0.244 G_A: 0.195 cycle_A: 0.414 idt_A: 0.362 D_B: 0.188 G_B: 0.283 cycle_B: 0.910 idt_B: 0.133
112
+ (epoch: 16, iters: 240, time: 0.320, data: 0.003) D_A: 0.210 G_A: 0.191 cycle_A: 0.383 idt_A: 0.350 D_B: 0.278 G_B: 0.459 cycle_B: 0.922 idt_B: 0.120
113
+ (epoch: 16, iters: 340, time: 0.402, data: 0.003) D_A: 0.276 G_A: 0.650 cycle_A: 0.411 idt_A: 0.323 D_B: 0.293 G_B: 0.105 cycle_B: 0.822 idt_B: 0.125
114
+ (epoch: 16, iters: 440, time: 0.317, data: 0.002) D_A: 0.178 G_A: 0.375 cycle_A: 0.389 idt_A: 0.290 D_B: 0.323 G_B: 0.085 cycle_B: 0.795 idt_B: 0.139
115
+ (epoch: 16, iters: 540, time: 0.327, data: 0.002) D_A: 0.300 G_A: 0.582 cycle_A: 0.419 idt_A: 0.330 D_B: 0.241 G_B: 0.201 cycle_B: 0.817 idt_B: 0.144
116
+ (epoch: 16, iters: 640, time: 0.323, data: 0.002) D_A: 0.237 G_A: 0.148 cycle_A: 0.465 idt_A: 0.317 D_B: 0.251 G_B: 0.168 cycle_B: 0.845 idt_B: 0.123
117
+ (epoch: 17, iters: 16, time: 0.359, data: 0.003) D_A: 0.264 G_A: 0.413 cycle_A: 0.425 idt_A: 0.321 D_B: 0.308 G_B: 0.118 cycle_B: 0.961 idt_B: 0.149
118
+ (epoch: 17, iters: 116, time: 0.321, data: 0.003) D_A: 0.196 G_A: 0.497 cycle_A: 0.346 idt_A: 0.341 D_B: 0.240 G_B: 0.248 cycle_B: 0.866 idt_B: 0.121
119
+ (epoch: 17, iters: 216, time: 0.323, data: 0.003) D_A: 0.230 G_A: 0.227 cycle_A: 0.470 idt_A: 0.306 D_B: 0.250 G_B: 0.240 cycle_B: 0.771 idt_B: 0.133
120
+ (epoch: 17, iters: 316, time: 0.321, data: 0.003) D_A: 0.199 G_A: 0.148 cycle_A: 0.417 idt_A: 0.366 D_B: 0.292 G_B: 0.316 cycle_B: 0.882 idt_B: 0.150
121
+ (epoch: 17, iters: 416, time: 0.398, data: 0.002) D_A: 0.195 G_A: 0.200 cycle_A: 0.677 idt_A: 0.291 D_B: 0.224 G_B: 0.294 cycle_B: 0.752 idt_B: 0.252
122
+ (epoch: 17, iters: 516, time: 0.323, data: 0.003) D_A: 0.173 G_A: 0.304 cycle_A: 0.381 idt_A: 0.279 D_B: 0.230 G_B: 0.243 cycle_B: 0.767 idt_B: 0.124
123
+ (epoch: 17, iters: 616, time: 0.320, data: 0.002) D_A: 0.224 G_A: 0.186 cycle_A: 0.426 idt_A: 0.295 D_B: 0.202 G_B: 0.395 cycle_B: 0.797 idt_B: 0.124
124
+ (epoch: 17, iters: 716, time: 0.322, data: 0.002) D_A: 0.164 G_A: 0.234 cycle_A: 0.450 idt_A: 0.326 D_B: 0.281 G_B: 0.396 cycle_B: 0.769 idt_B: 0.139
125
+ (epoch: 18, iters: 92, time: 0.403, data: 0.002) D_A: 0.185 G_A: 0.344 cycle_A: 0.410 idt_A: 0.317 D_B: 0.218 G_B: 0.377 cycle_B: 0.800 idt_B: 0.122
126
+ (epoch: 18, iters: 192, time: 0.324, data: 0.002) D_A: 0.192 G_A: 0.157 cycle_A: 0.424 idt_A: 0.276 D_B: 0.250 G_B: 0.134 cycle_B: 0.748 idt_B: 0.132
127
+ (epoch: 18, iters: 292, time: 0.320, data: 0.002) D_A: 0.248 G_A: 0.631 cycle_A: 0.417 idt_A: 0.267 D_B: 0.255 G_B: 0.465 cycle_B: 0.726 idt_B: 0.141
128
+ (epoch: 18, iters: 392, time: 0.324, data: 0.003) D_A: 0.146 G_A: 0.149 cycle_A: 0.507 idt_A: 0.305 D_B: 0.288 G_B: 0.107 cycle_B: 0.820 idt_B: 0.154
129
+ (epoch: 18, iters: 492, time: 0.318, data: 0.003) D_A: 0.172 G_A: 0.358 cycle_A: 0.519 idt_A: 0.316 D_B: 0.279 G_B: 0.392 cycle_B: 0.846 idt_B: 0.157
130
+ (epoch: 18, iters: 592, time: 0.324, data: 0.003) D_A: 0.231 G_A: 0.420 cycle_A: 0.394 idt_A: 0.238 D_B: 0.328 G_B: 0.576 cycle_B: 0.681 idt_B: 0.123
131
+ (epoch: 18, iters: 692, time: 0.320, data: 0.002) D_A: 0.153 G_A: 0.164 cycle_A: 0.400 idt_A: 0.279 D_B: 0.264 G_B: 0.268 cycle_B: 0.688 idt_B: 0.115
132
+ (epoch: 19, iters: 68, time: 0.300, data: 0.002) D_A: 0.216 G_A: 0.288 cycle_A: 0.413 idt_A: 0.289 D_B: 0.221 G_B: 0.262 cycle_B: 0.744 idt_B: 0.123
133
+ (epoch: 19, iters: 168, time: 0.415, data: 0.002) D_A: 0.195 G_A: 0.172 cycle_A: 0.486 idt_A: 0.296 D_B: 0.218 G_B: 0.382 cycle_B: 0.752 idt_B: 0.131
134
+ (epoch: 19, iters: 268, time: 0.323, data: 0.003) D_A: 0.441 G_A: 1.513 cycle_A: 0.463 idt_A: 0.289 D_B: 0.285 G_B: 0.650 cycle_B: 0.770 idt_B: 0.149
135
+ (epoch: 19, iters: 368, time: 0.322, data: 0.003) D_A: 0.155 G_A: 0.179 cycle_A: 0.421 idt_A: 0.240 D_B: 0.274 G_B: 0.629 cycle_B: 0.669 idt_B: 0.132
136
+ (epoch: 19, iters: 468, time: 0.321, data: 0.002) D_A: 0.254 G_A: 0.354 cycle_A: 0.439 idt_A: 0.339 D_B: 0.227 G_B: 0.509 cycle_B: 0.887 idt_B: 0.131
137
+ (epoch: 19, iters: 568, time: 0.322, data: 0.002) D_A: 0.218 G_A: 0.323 cycle_A: 0.429 idt_A: 0.288 D_B: 0.296 G_B: 0.216 cycle_B: 0.757 idt_B: 0.132
138
+ (epoch: 19, iters: 668, time: 0.316, data: 0.002) D_A: 0.190 G_A: 0.302 cycle_A: 0.416 idt_A: 0.280 D_B: 0.219 G_B: 0.332 cycle_B: 0.730 idt_B: 0.135
139
+ (epoch: 20, iters: 44, time: 0.294, data: 0.001) D_A: 0.218 G_A: 0.376 cycle_A: 0.463 idt_A: 0.336 D_B: 0.241 G_B: 0.307 cycle_B: 0.857 idt_B: 0.156
140
+ (epoch: 20, iters: 144, time: 0.321, data: 0.003) D_A: 0.203 G_A: 0.249 cycle_A: 0.445 idt_A: 0.303 D_B: 0.255 G_B: 0.213 cycle_B: 0.800 idt_B: 0.152
141
+ (epoch: 20, iters: 244, time: 0.408, data: 0.002) D_A: 0.180 G_A: 0.242 cycle_A: 0.449 idt_A: 0.289 D_B: 0.242 G_B: 0.293 cycle_B: 0.752 idt_B: 0.138
142
+ (epoch: 20, iters: 344, time: 0.319, data: 0.003) D_A: 0.174 G_A: 0.184 cycle_A: 0.423 idt_A: 0.262 D_B: 0.124 G_B: 0.407 cycle_B: 0.818 idt_B: 0.143
143
+ (epoch: 20, iters: 444, time: 0.325, data: 0.003) D_A: 0.247 G_A: 0.207 cycle_A: 0.442 idt_A: 0.296 D_B: 0.180 G_B: 0.322 cycle_B: 0.804 idt_B: 0.142
144
+ (epoch: 20, iters: 544, time: 0.317, data: 0.002) D_A: 0.205 G_A: 0.358 cycle_A: 0.544 idt_A: 0.250 D_B: 0.337 G_B: 0.868 cycle_B: 0.744 idt_B: 0.166
145
+ (epoch: 20, iters: 644, time: 0.325, data: 0.002) D_A: 0.202 G_A: 0.362 cycle_A: 0.557 idt_A: 0.327 D_B: 0.197 G_B: 0.321 cycle_B: 0.843 idt_B: 0.168
146
+ (epoch: 21, iters: 20, time: 0.288, data: 0.002) D_A: 0.243 G_A: 0.213 cycle_A: 0.400 idt_A: 0.274 D_B: 0.219 G_B: 0.401 cycle_B: 0.720 idt_B: 0.116
147
+ (epoch: 21, iters: 120, time: 0.333, data: 0.003) D_A: 0.189 G_A: 0.224 cycle_A: 0.396 idt_A: 0.332 D_B: 0.231 G_B: 0.327 cycle_B: 0.878 idt_B: 0.130
148
+ (epoch: 21, iters: 220, time: 0.318, data: 0.003) D_A: 0.175 G_A: 0.254 cycle_A: 0.624 idt_A: 0.333 D_B: 0.382 G_B: 0.204 cycle_B: 0.953 idt_B: 0.238
149
+ (epoch: 21, iters: 320, time: 0.421, data: 0.002) D_A: 0.173 G_A: 0.287 cycle_A: 0.477 idt_A: 0.309 D_B: 0.208 G_B: 0.471 cycle_B: 0.813 idt_B: 0.126
150
+ (epoch: 21, iters: 420, time: 0.320, data: 0.003) D_A: 0.217 G_A: 0.192 cycle_A: 0.418 idt_A: 0.319 D_B: 0.273 G_B: 0.184 cycle_B: 0.746 idt_B: 0.143
151
+ (epoch: 21, iters: 520, time: 0.323, data: 0.003) D_A: 0.244 G_A: 0.583 cycle_A: 0.491 idt_A: 0.272 D_B: 0.214 G_B: 0.499 cycle_B: 0.728 idt_B: 0.148
152
+ (epoch: 21, iters: 620, time: 0.326, data: 0.002) D_A: 0.210 G_A: 0.145 cycle_A: 0.519 idt_A: 0.288 D_B: 0.240 G_B: 0.239 cycle_B: 0.755 idt_B: 0.128
153
+ (epoch: 21, iters: 720, time: 0.322, data: 0.002) D_A: 0.217 G_A: 0.097 cycle_A: 0.388 idt_A: 0.271 D_B: 0.244 G_B: 0.600 cycle_B: 0.714 idt_B: 0.115
154
+ (epoch: 22, iters: 96, time: 0.321, data: 0.004) D_A: 0.215 G_A: 1.715 cycle_A: 0.721 idt_A: 0.292 D_B: 0.192 G_B: 0.491 cycle_B: 1.069 idt_B: 0.143
155
+ (epoch: 22, iters: 196, time: 0.319, data: 0.002) D_A: 0.184 G_A: 0.325 cycle_A: 0.495 idt_A: 0.363 D_B: 0.245 G_B: 0.275 cycle_B: 0.946 idt_B: 0.136
156
+ (epoch: 22, iters: 296, time: 0.323, data: 0.003) D_A: 0.201 G_A: 0.350 cycle_A: 0.488 idt_A: 0.329 D_B: 0.207 G_B: 0.282 cycle_B: 0.815 idt_B: 0.150
157
+ (epoch: 22, iters: 396, time: 0.405, data: 0.003) D_A: 0.144 G_A: 0.367 cycle_A: 0.431 idt_A: 0.437 D_B: 0.210 G_B: 0.218 cycle_B: 1.025 idt_B: 0.123
158
+ (epoch: 22, iters: 496, time: 0.323, data: 0.003) D_A: 0.133 G_A: 0.352 cycle_A: 0.658 idt_A: 0.391 D_B: 0.426 G_B: 0.724 cycle_B: 1.043 idt_B: 0.157
159
+ (epoch: 22, iters: 596, time: 0.319, data: 0.002) D_A: 0.163 G_A: 0.287 cycle_A: 0.392 idt_A: 0.294 D_B: 0.249 G_B: 0.429 cycle_B: 0.773 idt_B: 0.119
160
+ (epoch: 22, iters: 696, time: 0.325, data: 0.002) D_A: 0.311 G_A: 0.571 cycle_A: 0.444 idt_A: 0.367 D_B: 0.440 G_B: 0.039 cycle_B: 0.936 idt_B: 0.133
161
+ (epoch: 23, iters: 72, time: 0.398, data: 0.003) D_A: 0.227 G_A: 0.174 cycle_A: 0.492 idt_A: 0.306 D_B: 0.249 G_B: 0.259 cycle_B: 0.738 idt_B: 0.130
162
+ (epoch: 23, iters: 172, time: 0.325, data: 0.002) D_A: 0.265 G_A: 0.457 cycle_A: 0.432 idt_A: 0.271 D_B: 0.228 G_B: 0.256 cycle_B: 0.693 idt_B: 0.133
163
+ (epoch: 23, iters: 272, time: 0.319, data: 0.002) D_A: 0.132 G_A: 0.269 cycle_A: 0.425 idt_A: 0.259 D_B: 0.242 G_B: 0.264 cycle_B: 0.672 idt_B: 0.135
164
+ (epoch: 23, iters: 372, time: 0.323, data: 0.002) D_A: 0.171 G_A: 0.240 cycle_A: 0.462 idt_A: 0.279 D_B: 0.245 G_B: 0.267 cycle_B: 0.725 idt_B: 0.121
165
+ (epoch: 23, iters: 472, time: 0.320, data: 0.003) D_A: 0.183 G_A: 0.369 cycle_A: 0.424 idt_A: 0.296 D_B: 0.238 G_B: 0.139 cycle_B: 0.777 idt_B: 0.125
166
+ (epoch: 23, iters: 572, time: 0.324, data: 0.002) D_A: 0.217 G_A: 0.286 cycle_A: 0.396 idt_A: 0.301 D_B: 0.231 G_B: 0.200 cycle_B: 0.779 idt_B: 0.116
167
+ (epoch: 23, iters: 672, time: 0.323, data: 0.003) D_A: 0.207 G_A: 0.322 cycle_A: 0.423 idt_A: 0.267 D_B: 0.262 G_B: 0.195 cycle_B: 0.739 idt_B: 0.126
168
+ (epoch: 24, iters: 48, time: 0.291, data: 0.003) D_A: 0.167 G_A: 0.387 cycle_A: 0.413 idt_A: 0.285 D_B: 0.222 G_B: 0.317 cycle_B: 0.751 idt_B: 0.112
169
+ (epoch: 24, iters: 148, time: 0.415, data: 0.003) D_A: 0.232 G_A: 0.385 cycle_A: 0.356 idt_A: 0.306 D_B: 0.214 G_B: 0.211 cycle_B: 0.791 idt_B: 0.100
170
+ (epoch: 24, iters: 248, time: 0.322, data: 0.001) D_A: 0.149 G_A: 0.585 cycle_A: 0.545 idt_A: 0.280 D_B: 0.282 G_B: 0.419 cycle_B: 0.761 idt_B: 0.166
171
+ (epoch: 24, iters: 348, time: 0.322, data: 0.002) D_A: 0.178 G_A: 0.291 cycle_A: 0.480 idt_A: 0.305 D_B: 0.234 G_B: 0.253 cycle_B: 0.744 idt_B: 0.133
172
+ (epoch: 24, iters: 448, time: 0.321, data: 0.002) D_A: 0.209 G_A: 0.442 cycle_A: 0.392 idt_A: 0.312 D_B: 0.312 G_B: 0.277 cycle_B: 0.848 idt_B: 0.115
173
+ (epoch: 24, iters: 548, time: 0.323, data: 0.003) D_A: 0.260 G_A: 0.110 cycle_A: 0.518 idt_A: 0.331 D_B: 0.260 G_B: 0.174 cycle_B: 0.839 idt_B: 0.142
174
+ (epoch: 24, iters: 648, time: 0.318, data: 0.003) D_A: 0.151 G_A: 0.343 cycle_A: 0.374 idt_A: 0.290 D_B: 0.303 G_B: 0.649 cycle_B: 0.704 idt_B: 0.110
175
+ (epoch: 25, iters: 24, time: 0.291, data: 0.002) D_A: 0.150 G_A: 0.538 cycle_A: 0.464 idt_A: 0.317 D_B: 0.217 G_B: 0.267 cycle_B: 0.854 idt_B: 0.134
176
+ (epoch: 25, iters: 124, time: 0.324, data: 0.004) D_A: 0.156 G_A: 0.205 cycle_A: 0.393 idt_A: 0.269 D_B: 0.260 G_B: 0.487 cycle_B: 0.727 idt_B: 0.114
177
+ (epoch: 25, iters: 224, time: 0.416, data: 0.002) D_A: 0.220 G_A: 0.224 cycle_A: 0.504 idt_A: 0.295 D_B: 0.262 G_B: 0.389 cycle_B: 0.774 idt_B: 0.157
178
+ (epoch: 25, iters: 324, time: 0.321, data: 0.003) D_A: 0.190 G_A: 0.299 cycle_A: 0.359 idt_A: 0.292 D_B: 0.226 G_B: 0.194 cycle_B: 0.749 idt_B: 0.095
179
+ (epoch: 25, iters: 424, time: 0.322, data: 0.003) D_A: 0.196 G_A: 0.115 cycle_A: 0.366 idt_A: 0.234 D_B: 0.236 G_B: 0.189 cycle_B: 0.668 idt_B: 0.094
180
+ (epoch: 25, iters: 524, time: 0.317, data: 0.003) D_A: 0.217 G_A: 0.270 cycle_A: 0.395 idt_A: 0.255 D_B: 0.188 G_B: 0.281 cycle_B: 0.681 idt_B: 0.106
181
+ (epoch: 25, iters: 624, time: 0.425, data: 0.002) D_A: 0.186 G_A: 0.161 cycle_A: 0.364 idt_A: 0.280 D_B: 0.239 G_B: 0.400 cycle_B: 0.843 idt_B: 0.107
182
+ (epoch: 25, iters: 724, time: 0.137, data: 0.003) D_A: 0.135 G_A: 0.211 cycle_A: 0.422 idt_A: 0.289 D_B: 0.170 G_B: 0.397 cycle_B: 0.780 idt_B: 0.127
183
+ (epoch: 26, iters: 100, time: 0.322, data: 35.713) D_A: 0.276 G_A: 0.082 cycle_A: 0.436 idt_A: 0.275 D_B: 0.235 G_B: 0.253 cycle_B: 0.773 idt_B: 0.141
184
+ (epoch: 26, iters: 200, time: 0.320, data: 0.002) D_A: 0.339 G_A: 0.071 cycle_A: 0.355 idt_A: 0.305 D_B: 0.216 G_B: 0.426 cycle_B: 0.774 idt_B: 0.094
185
+ (epoch: 26, iters: 300, time: 0.427, data: 0.002) D_A: 0.190 G_A: 0.383 cycle_A: 0.387 idt_A: 0.291 D_B: 0.282 G_B: 0.702 cycle_B: 0.763 idt_B: 0.113
186
+ (epoch: 26, iters: 400, time: 0.323, data: 0.002) D_A: 0.269 G_A: 0.669 cycle_A: 0.467 idt_A: 0.262 D_B: 0.207 G_B: 0.209 cycle_B: 0.704 idt_B: 0.148
187
+ (epoch: 26, iters: 500, time: 0.318, data: 0.002) D_A: 0.208 G_A: 0.525 cycle_A: 0.383 idt_A: 0.248 D_B: 0.234 G_B: 0.231 cycle_B: 0.682 idt_B: 0.125
188
+ (epoch: 26, iters: 600, time: 0.325, data: 0.002) D_A: 0.241 G_A: 0.133 cycle_A: 0.420 idt_A: 0.246 D_B: 0.213 G_B: 0.254 cycle_B: 0.647 idt_B: 0.132
189
+ (epoch: 26, iters: 700, time: 0.319, data: 0.002) D_A: 0.217 G_A: 0.330 cycle_A: 0.422 idt_A: 0.291 D_B: 0.279 G_B: 0.284 cycle_B: 0.765 idt_B: 0.147
190
+ (epoch: 27, iters: 76, time: 0.313, data: 0.003) D_A: 0.196 G_A: 0.222 cycle_A: 0.390 idt_A: 0.297 D_B: 0.261 G_B: 0.123 cycle_B: 0.793 idt_B: 0.103
191
+ (epoch: 27, iters: 176, time: 0.319, data: 0.003) D_A: 0.174 G_A: 0.250 cycle_A: 0.470 idt_A: 0.260 D_B: 0.208 G_B: 0.292 cycle_B: 0.704 idt_B: 0.147
192
+ (epoch: 27, iters: 276, time: 0.322, data: 0.002) D_A: 0.179 G_A: 0.455 cycle_A: 0.351 idt_A: 0.234 D_B: 0.216 G_B: 0.235 cycle_B: 0.746 idt_B: 0.106
193
+ (epoch: 27, iters: 376, time: 0.414, data: 0.003) D_A: 0.290 G_A: 0.650 cycle_A: 0.498 idt_A: 0.265 D_B: 0.271 G_B: 0.320 cycle_B: 0.748 idt_B: 0.139
194
+ (epoch: 27, iters: 476, time: 0.325, data: 0.002) D_A: 0.194 G_A: 0.223 cycle_A: 0.431 idt_A: 0.275 D_B: 0.182 G_B: 0.347 cycle_B: 0.768 idt_B: 0.118
195
+ (epoch: 27, iters: 576, time: 0.320, data: 0.002) D_A: 0.242 G_A: 0.734 cycle_A: 0.563 idt_A: 0.269 D_B: 0.228 G_B: 0.203 cycle_B: 0.809 idt_B: 0.137
196
+ (epoch: 27, iters: 676, time: 0.322, data: 0.002) D_A: 0.199 G_A: 0.099 cycle_A: 0.379 idt_A: 0.266 D_B: 0.222 G_B: 0.154 cycle_B: 0.774 idt_B: 0.111
197
+ (epoch: 28, iters: 52, time: 0.394, data: 0.003) D_A: 0.136 G_A: 0.345 cycle_A: 0.402 idt_A: 0.264 D_B: 0.259 G_B: 0.213 cycle_B: 0.702 idt_B: 0.120
198
+ (epoch: 28, iters: 152, time: 0.324, data: 0.003) D_A: 0.150 G_A: 0.287 cycle_A: 0.366 idt_A: 0.319 D_B: 0.179 G_B: 0.233 cycle_B: 0.798 idt_B: 0.106
199
+ (epoch: 28, iters: 252, time: 0.322, data: 0.002) D_A: 0.174 G_A: 0.405 cycle_A: 0.412 idt_A: 0.253 D_B: 0.215 G_B: 0.290 cycle_B: 0.705 idt_B: 0.105
200
+ (epoch: 28, iters: 352, time: 0.320, data: 0.003) D_A: 0.144 G_A: 0.214 cycle_A: 0.324 idt_A: 0.290 D_B: 0.213 G_B: 0.328 cycle_B: 0.721 idt_B: 0.102
201
+ (epoch: 28, iters: 452, time: 0.424, data: 0.003) D_A: 0.158 G_A: 0.232 cycle_A: 0.347 idt_A: 0.262 D_B: 0.234 G_B: 0.274 cycle_B: 0.704 idt_B: 0.101
202
+ (epoch: 28, iters: 552, time: 0.320, data: 0.003) D_A: 0.136 G_A: 0.264 cycle_A: 0.372 idt_A: 0.270 D_B: 0.215 G_B: 0.406 cycle_B: 0.703 idt_B: 0.106
203
+ (epoch: 28, iters: 652, time: 0.323, data: 0.002) D_A: 0.107 G_A: 0.291 cycle_A: 0.433 idt_A: 0.211 D_B: 0.241 G_B: 0.170 cycle_B: 0.598 idt_B: 0.153
204
+ (epoch: 29, iters: 28, time: 0.296, data: 0.002) D_A: 0.214 G_A: 0.259 cycle_A: 0.488 idt_A: 0.266 D_B: 0.216 G_B: 0.301 cycle_B: 0.726 idt_B: 0.160
205
+ (epoch: 29, iters: 128, time: 0.436, data: 0.004) D_A: 0.215 G_A: 0.143 cycle_A: 0.452 idt_A: 0.239 D_B: 0.252 G_B: 0.134 cycle_B: 0.688 idt_B: 0.138
206
+ (epoch: 29, iters: 228, time: 0.318, data: 0.002) D_A: 0.186 G_A: 0.267 cycle_A: 0.392 idt_A: 0.242 D_B: 0.333 G_B: 0.079 cycle_B: 0.661 idt_B: 0.121
207
+ (epoch: 29, iters: 328, time: 0.323, data: 0.003) D_A: 0.218 G_A: 0.339 cycle_A: 0.345 idt_A: 0.233 D_B: 0.206 G_B: 0.188 cycle_B: 0.639 idt_B: 0.094
208
+ (epoch: 29, iters: 428, time: 0.321, data: 0.003) D_A: 0.192 G_A: 0.364 cycle_A: 0.357 idt_A: 0.243 D_B: 0.204 G_B: 0.208 cycle_B: 0.665 idt_B: 0.094
209
+ (epoch: 29, iters: 528, time: 0.322, data: 0.003) D_A: 0.242 G_A: 0.409 cycle_A: 0.476 idt_A: 0.233 D_B: 0.213 G_B: 0.355 cycle_B: 0.642 idt_B: 0.158
210
+ (epoch: 29, iters: 628, time: 0.318, data: 0.003) D_A: 0.174 G_A: 0.164 cycle_A: 0.375 idt_A: 0.285 D_B: 0.218 G_B: 0.402 cycle_B: 0.745 idt_B: 0.101
211
+ (epoch: 30, iters: 4, time: 0.289, data: 0.003) D_A: 0.133 G_A: 0.094 cycle_A: 0.433 idt_A: 0.261 D_B: 0.240 G_B: 0.108 cycle_B: 0.759 idt_B: 0.122
212
+ (epoch: 30, iters: 104, time: 0.323, data: 0.002) D_A: 0.161 G_A: 0.313 cycle_A: 0.343 idt_A: 0.270 D_B: 0.216 G_B: 0.304 cycle_B: 0.731 idt_B: 0.093
213
+ (epoch: 30, iters: 204, time: 0.422, data: 0.002) D_A: 0.202 G_A: 0.351 cycle_A: 0.402 idt_A: 0.294 D_B: 0.209 G_B: 0.259 cycle_B: 0.798 idt_B: 0.117
214
+ (epoch: 30, iters: 304, time: 0.322, data: 0.003) D_A: 0.161 G_A: 0.166 cycle_A: 0.406 idt_A: 0.249 D_B: 0.187 G_B: 0.316 cycle_B: 0.672 idt_B: 0.131
215
+ (epoch: 30, iters: 404, time: 0.321, data: 0.002) D_A: 0.140 G_A: 0.181 cycle_A: 0.421 idt_A: 0.326 D_B: 0.209 G_B: 0.355 cycle_B: 0.871 idt_B: 0.125
216
+ (epoch: 30, iters: 504, time: 0.319, data: 0.002) D_A: 0.195 G_A: 0.214 cycle_A: 0.415 idt_A: 0.274 D_B: 0.224 G_B: 0.314 cycle_B: 0.710 idt_B: 0.124
217
+ (epoch: 30, iters: 604, time: 0.321, data: 0.002) D_A: 0.206 G_A: 0.204 cycle_A: 0.356 idt_A: 0.301 D_B: 0.186 G_B: 0.330 cycle_B: 0.819 idt_B: 0.098
218
+ (epoch: 30, iters: 704, time: 0.318, data: 0.003) D_A: 0.218 G_A: 0.342 cycle_A: 0.360 idt_A: 0.278 D_B: 0.264 G_B: 0.227 cycle_B: 0.718 idt_B: 0.102
219
+ (epoch: 31, iters: 80, time: 0.314, data: 0.002) D_A: 0.218 G_A: 0.572 cycle_A: 0.356 idt_A: 0.240 D_B: 0.220 G_B: 0.280 cycle_B: 0.649 idt_B: 0.098
220
+ (epoch: 31, iters: 180, time: 0.319, data: 0.002) D_A: 0.210 G_A: 0.235 cycle_A: 0.416 idt_A: 0.249 D_B: 0.249 G_B: 0.266 cycle_B: 0.659 idt_B: 0.119
221
+ (epoch: 31, iters: 280, time: 0.480, data: 0.001) D_A: 0.209 G_A: 0.201 cycle_A: 0.354 idt_A: 0.282 D_B: 0.208 G_B: 0.266 cycle_B: 0.742 idt_B: 0.095
222
+ (epoch: 31, iters: 380, time: 0.318, data: 0.003) D_A: 0.246 G_A: 0.235 cycle_A: 0.406 idt_A: 0.231 D_B: 0.265 G_B: 0.303 cycle_B: 0.639 idt_B: 0.116
223
+ (epoch: 31, iters: 480, time: 0.320, data: 0.002) D_A: 0.162 G_A: 0.273 cycle_A: 0.345 idt_A: 0.228 D_B: 0.214 G_B: 0.439 cycle_B: 0.652 idt_B: 0.103
224
+ (epoch: 31, iters: 580, time: 0.317, data: 0.003) D_A: 0.200 G_A: 0.201 cycle_A: 0.393 idt_A: 0.247 D_B: 0.224 G_B: 0.213 cycle_B: 0.689 idt_B: 0.113
225
+ (epoch: 31, iters: 680, time: 0.324, data: 0.002) D_A: 0.217 G_A: 0.297 cycle_A: 0.391 idt_A: 0.279 D_B: 0.216 G_B: 0.420 cycle_B: 0.803 idt_B: 0.114
226
+ (epoch: 32, iters: 56, time: 0.291, data: 0.002) D_A: 0.214 G_A: 0.388 cycle_A: 0.316 idt_A: 0.271 D_B: 0.223 G_B: 0.286 cycle_B: 0.721 idt_B: 0.088
227
+ (epoch: 32, iters: 156, time: 0.318, data: 0.002) D_A: 0.210 G_A: 0.318 cycle_A: 0.366 idt_A: 0.246 D_B: 0.233 G_B: 0.088 cycle_B: 0.701 idt_B: 0.111
228
+ (epoch: 32, iters: 256, time: 0.321, data: 0.002) D_A: 0.169 G_A: 0.349 cycle_A: 0.396 idt_A: 0.221 D_B: 0.249 G_B: 0.187 cycle_B: 0.597 idt_B: 0.110
229
+ (epoch: 32, iters: 356, time: 0.429, data: 0.002) D_A: 0.190 G_A: 0.201 cycle_A: 0.335 idt_A: 0.227 D_B: 0.196 G_B: 0.259 cycle_B: 0.613 idt_B: 0.089
230
+ (epoch: 32, iters: 456, time: 0.316, data: 0.002) D_A: 0.188 G_A: 0.247 cycle_A: 0.362 idt_A: 0.223 D_B: 0.198 G_B: 0.129 cycle_B: 0.643 idt_B: 0.097
231
+ (epoch: 32, iters: 556, time: 0.324, data: 0.002) D_A: 0.245 G_A: 0.173 cycle_A: 0.388 idt_A: 0.239 D_B: 0.221 G_B: 0.304 cycle_B: 0.615 idt_B: 0.097
232
+ (epoch: 32, iters: 656, time: 0.317, data: 0.002) D_A: 0.169 G_A: 0.305 cycle_A: 0.383 idt_A: 0.229 D_B: 0.212 G_B: 0.362 cycle_B: 0.693 idt_B: 0.112
233
+ (epoch: 33, iters: 32, time: 0.405, data: 0.002) D_A: 0.208 G_A: 0.194 cycle_A: 0.408 idt_A: 0.255 D_B: 0.240 G_B: 0.291 cycle_B: 0.717 idt_B: 0.129
234
+ (epoch: 33, iters: 132, time: 0.322, data: 0.003) D_A: 0.170 G_A: 0.401 cycle_A: 0.306 idt_A: 0.228 D_B: 0.215 G_B: 0.400 cycle_B: 0.651 idt_B: 0.088
235
+ (epoch: 33, iters: 232, time: 0.324, data: 0.002) D_A: 0.154 G_A: 0.212 cycle_A: 0.325 idt_A: 0.264 D_B: 0.267 G_B: 0.119 cycle_B: 0.722 idt_B: 0.087
236
+ (epoch: 33, iters: 332, time: 0.320, data: 0.003) D_A: 0.191 G_A: 0.442 cycle_A: 0.377 idt_A: 0.207 D_B: 0.216 G_B: 0.387 cycle_B: 0.599 idt_B: 0.103
237
+ (epoch: 33, iters: 432, time: 0.326, data: 0.002) D_A: 0.221 G_A: 0.353 cycle_A: 0.375 idt_A: 0.196 D_B: 0.267 G_B: 0.328 cycle_B: 0.563 idt_B: 0.096
238
+ (epoch: 33, iters: 532, time: 0.317, data: 0.002) D_A: 0.239 G_A: 0.491 cycle_A: 0.422 idt_A: 0.252 D_B: 0.220 G_B: 0.396 cycle_B: 0.687 idt_B: 0.134
239
+ (epoch: 33, iters: 632, time: 0.325, data: 0.002) D_A: 0.241 G_A: 0.308 cycle_A: 0.359 idt_A: 0.272 D_B: 0.246 G_B: 0.253 cycle_B: 0.720 idt_B: 0.094
240
+ (epoch: 34, iters: 8, time: 0.283, data: 0.003) D_A: 0.214 G_A: 0.288 cycle_A: 0.412 idt_A: 0.219 D_B: 0.189 G_B: 0.327 cycle_B: 0.714 idt_B: 0.127
241
+ (epoch: 34, iters: 108, time: 0.435, data: 0.002) D_A: 0.241 G_A: 0.342 cycle_A: 0.361 idt_A: 0.238 D_B: 0.216 G_B: 0.466 cycle_B: 0.684 idt_B: 0.094
242
+ (epoch: 34, iters: 208, time: 0.319, data: 0.002) D_A: 0.171 G_A: 0.296 cycle_A: 0.338 idt_A: 0.238 D_B: 0.190 G_B: 0.193 cycle_B: 0.684 idt_B: 0.088
243
+ (epoch: 34, iters: 308, time: 0.324, data: 0.002) D_A: 0.140 G_A: 0.340 cycle_A: 0.386 idt_A: 0.229 D_B: 0.212 G_B: 0.352 cycle_B: 0.625 idt_B: 0.098
244
+ (epoch: 34, iters: 408, time: 0.318, data: 0.002) D_A: 0.208 G_A: 0.279 cycle_A: 0.396 idt_A: 0.285 D_B: 0.236 G_B: 0.185 cycle_B: 0.802 idt_B: 0.094
245
+ (epoch: 34, iters: 508, time: 0.323, data: 0.002) D_A: 0.200 G_A: 0.373 cycle_A: 0.424 idt_A: 0.255 D_B: 0.220 G_B: 0.201 cycle_B: 0.690 idt_B: 0.117
246
+ (epoch: 34, iters: 608, time: 0.316, data: 0.002) D_A: 0.194 G_A: 0.329 cycle_A: 0.400 idt_A: 0.348 D_B: 0.258 G_B: 0.216 cycle_B: 0.890 idt_B: 0.105
247
+ (epoch: 34, iters: 708, time: 0.327, data: 0.003) D_A: 0.215 G_A: 0.155 cycle_A: 0.370 idt_A: 0.204 D_B: 0.254 G_B: 0.310 cycle_B: 0.566 idt_B: 0.100
248
+ (epoch: 35, iters: 84, time: 0.312, data: 0.002) D_A: 0.266 G_A: 0.223 cycle_A: 0.393 idt_A: 0.242 D_B: 0.250 G_B: 0.266 cycle_B: 0.672 idt_B: 0.121
249
+ (epoch: 35, iters: 184, time: 0.440, data: 0.002) D_A: 0.229 G_A: 0.342 cycle_A: 0.350 idt_A: 0.252 D_B: 0.256 G_B: 0.420 cycle_B: 0.741 idt_B: 0.097
250
+ (epoch: 35, iters: 284, time: 0.324, data: 0.002) D_A: 0.194 G_A: 0.292 cycle_A: 0.355 idt_A: 0.229 D_B: 0.262 G_B: 0.406 cycle_B: 0.635 idt_B: 0.101
251
+ (epoch: 35, iters: 384, time: 0.314, data: 0.002) D_A: 0.256 G_A: 0.401 cycle_A: 0.381 idt_A: 0.260 D_B: 0.215 G_B: 0.184 cycle_B: 0.701 idt_B: 0.116
252
+ (epoch: 35, iters: 484, time: 0.347, data: 0.003) D_A: 0.202 G_A: 0.203 cycle_A: 0.398 idt_A: 0.214 D_B: 0.187 G_B: 0.356 cycle_B: 0.646 idt_B: 0.104
253
+ (epoch: 35, iters: 584, time: 0.342, data: 0.002) D_A: 0.266 G_A: 0.314 cycle_A: 0.419 idt_A: 0.254 D_B: 0.299 G_B: 0.090 cycle_B: 0.713 idt_B: 0.110
254
+ (epoch: 35, iters: 684, time: 0.328, data: 0.004) D_A: 0.244 G_A: 0.217 cycle_A: 0.333 idt_A: 0.207 D_B: 0.197 G_B: 0.313 cycle_B: 0.598 idt_B: 0.088
255
+ (epoch: 36, iters: 60, time: 0.295, data: 0.004) D_A: 0.185 G_A: 0.269 cycle_A: 0.355 idt_A: 0.264 D_B: 0.201 G_B: 0.170 cycle_B: 0.729 idt_B: 0.092
256
+ (epoch: 36, iters: 160, time: 0.329, data: 0.002) D_A: 0.285 G_A: 0.258 cycle_A: 0.363 idt_A: 0.223 D_B: 0.235 G_B: 0.474 cycle_B: 0.675 idt_B: 0.090
257
+ (epoch: 36, iters: 260, time: 0.448, data: 0.004) D_A: 0.233 G_A: 0.225 cycle_A: 0.374 idt_A: 0.213 D_B: 0.223 G_B: 0.347 cycle_B: 0.591 idt_B: 0.096
258
+ (epoch: 36, iters: 360, time: 0.326, data: 0.002) D_A: 0.202 G_A: 0.384 cycle_A: 0.358 idt_A: 0.233 D_B: 0.204 G_B: 0.226 cycle_B: 0.688 idt_B: 0.093
259
+ (epoch: 36, iters: 460, time: 0.326, data: 0.003) D_A: 0.231 G_A: 0.148 cycle_A: 0.445 idt_A: 0.219 D_B: 0.241 G_B: 0.528 cycle_B: 0.625 idt_B: 0.124
260
+ (epoch: 36, iters: 560, time: 0.328, data: 0.003) D_A: 0.249 G_A: 0.442 cycle_A: 0.355 idt_A: 0.251 D_B: 0.189 G_B: 0.370 cycle_B: 0.755 idt_B: 0.097
261
+ (epoch: 36, iters: 660, time: 0.449, data: 0.003) D_A: 0.386 G_A: 0.052 cycle_A: 0.345 idt_A: 0.248 D_B: 0.197 G_B: 0.270 cycle_B: 0.704 idt_B: 0.096
262
+ (epoch: 37, iters: 36, time: 0.292, data: 0.002) D_A: 0.236 G_A: 0.191 cycle_A: 0.391 idt_A: 0.199 D_B: 0.252 G_B: 0.214 cycle_B: 0.570 idt_B: 0.104
263
+ (epoch: 37, iters: 136, time: 0.325, data: 0.002) D_A: 0.194 G_A: 0.181 cycle_A: 0.331 idt_A: 0.229 D_B: 0.242 G_B: 0.120 cycle_B: 0.657 idt_B: 0.095
264
+ (epoch: 37, iters: 236, time: 0.325, data: 0.002) D_A: 0.311 G_A: 0.336 cycle_A: 0.348 idt_A: 0.221 D_B: 0.217 G_B: 0.295 cycle_B: 0.615 idt_B: 0.098
265
+ (epoch: 37, iters: 336, time: 0.449, data: 0.003) D_A: 0.227 G_A: 0.271 cycle_A: 0.360 idt_A: 0.254 D_B: 0.244 G_B: 0.127 cycle_B: 0.702 idt_B: 0.095
266
+ (epoch: 37, iters: 436, time: 0.325, data: 0.002) D_A: 0.245 G_A: 0.431 cycle_A: 0.336 idt_A: 0.252 D_B: 0.238 G_B: 0.137 cycle_B: 0.675 idt_B: 0.092
267
+ (epoch: 37, iters: 536, time: 0.325, data: 0.002) D_A: 0.231 G_A: 0.385 cycle_A: 0.414 idt_A: 0.212 D_B: 0.236 G_B: 0.204 cycle_B: 0.608 idt_B: 0.093
268
+ (epoch: 37, iters: 636, time: 0.325, data: 0.001) D_A: 0.198 G_A: 0.208 cycle_A: 0.334 idt_A: 0.223 D_B: 0.183 G_B: 0.359 cycle_B: 0.664 idt_B: 0.091
269
+ (epoch: 38, iters: 12, time: 0.408, data: 0.003) D_A: 0.175 G_A: 0.181 cycle_A: 0.316 idt_A: 0.247 D_B: 0.186 G_B: 0.133 cycle_B: 0.694 idt_B: 0.092
270
+ (epoch: 38, iters: 112, time: 0.322, data: 0.003) D_A: 0.237 G_A: 0.226 cycle_A: 0.320 idt_A: 0.194 D_B: 0.212 G_B: 0.226 cycle_B: 0.561 idt_B: 0.082
271
+ (epoch: 38, iters: 212, time: 0.328, data: 0.005) D_A: 0.197 G_A: 0.151 cycle_A: 0.350 idt_A: 0.243 D_B: 0.276 G_B: 0.068 cycle_B: 0.691 idt_B: 0.089
272
+ (epoch: 38, iters: 312, time: 0.329, data: 0.003) D_A: 0.201 G_A: 0.346 cycle_A: 0.344 idt_A: 0.246 D_B: 0.288 G_B: 0.202 cycle_B: 0.628 idt_B: 0.099
273
+ (epoch: 38, iters: 412, time: 0.328, data: 0.002) D_A: 0.214 G_A: 0.312 cycle_A: 0.389 idt_A: 0.229 D_B: 0.248 G_B: 0.518 cycle_B: 0.681 idt_B: 0.101
274
+ (epoch: 38, iters: 512, time: 0.333, data: 0.003) D_A: 0.255 G_A: 0.342 cycle_A: 0.334 idt_A: 0.223 D_B: 0.237 G_B: 0.237 cycle_B: 0.602 idt_B: 0.101
275
+ (epoch: 38, iters: 612, time: 0.338, data: 0.002) D_A: 0.262 G_A: 0.303 cycle_A: 0.342 idt_A: 0.221 D_B: 0.225 G_B: 0.253 cycle_B: 0.653 idt_B: 0.095
276
+ (epoch: 38, iters: 712, time: 0.325, data: 0.003) D_A: 0.246 G_A: 0.217 cycle_A: 0.357 idt_A: 0.245 D_B: 0.277 G_B: 0.098 cycle_B: 0.654 idt_B: 0.096
277
+ (epoch: 39, iters: 88, time: 0.455, data: 0.002) D_A: 0.225 G_A: 0.240 cycle_A: 0.353 idt_A: 0.248 D_B: 0.204 G_B: 0.232 cycle_B: 0.652 idt_B: 0.087
278
+ (epoch: 39, iters: 188, time: 0.331, data: 0.002) D_A: 0.164 G_A: 0.377 cycle_A: 0.350 idt_A: 0.242 D_B: 0.236 G_B: 0.275 cycle_B: 0.653 idt_B: 0.100
279
+ (epoch: 39, iters: 288, time: 0.326, data: 0.004) D_A: 0.236 G_A: 0.232 cycle_A: 0.308 idt_A: 0.249 D_B: 0.209 G_B: 0.387 cycle_B: 0.681 idt_B: 0.079
280
+ (epoch: 39, iters: 388, time: 0.327, data: 0.002) D_A: 0.189 G_A: 0.175 cycle_A: 0.339 idt_A: 0.234 D_B: 0.278 G_B: 0.074 cycle_B: 0.670 idt_B: 0.095
281
+ (epoch: 39, iters: 488, time: 0.458, data: 0.002) D_A: 0.179 G_A: 0.287 cycle_A: 0.297 idt_A: 0.230 D_B: 0.218 G_B: 0.205 cycle_B: 0.641 idt_B: 0.073
282
+ (epoch: 39, iters: 588, time: 0.325, data: 0.002) D_A: 0.267 G_A: 0.278 cycle_A: 0.333 idt_A: 0.243 D_B: 0.250 G_B: 0.276 cycle_B: 0.701 idt_B: 0.092
283
+ (epoch: 39, iters: 688, time: 0.329, data: 0.002) D_A: 0.229 G_A: 0.188 cycle_A: 0.356 idt_A: 0.205 D_B: 0.223 G_B: 0.296 cycle_B: 0.602 idt_B: 0.100
284
+ (epoch: 40, iters: 64, time: 0.307, data: 0.001) D_A: 0.272 G_A: 0.187 cycle_A: 0.344 idt_A: 0.231 D_B: 0.222 G_B: 0.245 cycle_B: 0.607 idt_B: 0.093
285
+ (epoch: 40, iters: 164, time: 0.527, data: 0.002) D_A: 0.201 G_A: 0.263 cycle_A: 0.378 idt_A: 0.183 D_B: 0.271 G_B: 0.302 cycle_B: 0.537 idt_B: 0.099
286
+ (epoch: 40, iters: 264, time: 0.340, data: 0.002) D_A: 0.180 G_A: 0.183 cycle_A: 0.356 idt_A: 0.258 D_B: 0.275 G_B: 0.292 cycle_B: 0.675 idt_B: 0.093
287
+ (epoch: 40, iters: 364, time: 0.348, data: 0.004) D_A: 0.209 G_A: 0.390 cycle_A: 0.311 idt_A: 0.230 D_B: 0.213 G_B: 0.365 cycle_B: 0.627 idt_B: 0.080
288
+ (epoch: 40, iters: 464, time: 0.339, data: 0.002) D_A: 0.172 G_A: 0.272 cycle_A: 0.371 idt_A: 0.216 D_B: 0.229 G_B: 0.259 cycle_B: 0.649 idt_B: 0.090
289
+ (epoch: 40, iters: 564, time: 0.329, data: 0.002) D_A: 0.253 G_A: 0.280 cycle_A: 0.324 idt_A: 0.225 D_B: 0.205 G_B: 0.355 cycle_B: 0.684 idt_B: 0.087
290
+ (epoch: 40, iters: 664, time: 0.329, data: 0.003) D_A: 0.220 G_A: 0.298 cycle_A: 0.348 idt_A: 0.182 D_B: 0.184 G_B: 0.332 cycle_B: 0.555 idt_B: 0.100
291
+ (epoch: 41, iters: 40, time: 0.298, data: 0.003) D_A: 0.163 G_A: 0.371 cycle_A: 0.346 idt_A: 0.216 D_B: 0.212 G_B: 0.179 cycle_B: 0.634 idt_B: 0.087
292
+ (epoch: 41, iters: 140, time: 0.327, data: 0.003) D_A: 0.197 G_A: 0.296 cycle_A: 0.327 idt_A: 0.213 D_B: 0.283 G_B: 0.543 cycle_B: 0.681 idt_B: 0.086
293
+ (epoch: 41, iters: 240, time: 0.544, data: 0.003) D_A: 0.194 G_A: 0.301 cycle_A: 0.356 idt_A: 0.225 D_B: 0.233 G_B: 0.085 cycle_B: 0.652 idt_B: 0.094
294
+ (epoch: 41, iters: 340, time: 0.330, data: 0.003) D_A: 0.185 G_A: 0.307 cycle_A: 0.343 idt_A: 0.204 D_B: 0.205 G_B: 0.259 cycle_B: 0.609 idt_B: 0.091
295
+ (epoch: 41, iters: 440, time: 0.329, data: 0.002) D_A: 0.137 G_A: 0.266 cycle_A: 0.331 idt_A: 0.205 D_B: 0.216 G_B: 0.226 cycle_B: 0.587 idt_B: 0.083
296
+ (epoch: 41, iters: 540, time: 0.329, data: 0.003) D_A: 0.181 G_A: 0.358 cycle_A: 0.304 idt_A: 0.229 D_B: 0.181 G_B: 0.137 cycle_B: 0.690 idt_B: 0.078
297
+ (epoch: 41, iters: 640, time: 0.332, data: 0.003) D_A: 0.197 G_A: 0.268 cycle_A: 0.297 idt_A: 0.190 D_B: 0.205 G_B: 0.222 cycle_B: 0.585 idt_B: 0.074
298
+ (epoch: 42, iters: 16, time: 0.306, data: 0.003) D_A: 0.188 G_A: 0.451 cycle_A: 0.326 idt_A: 0.230 D_B: 0.233 G_B: 0.510 cycle_B: 0.652 idt_B: 0.079
299
+ (epoch: 42, iters: 116, time: 0.340, data: 0.002) D_A: 0.236 G_A: 0.219 cycle_A: 0.284 idt_A: 0.246 D_B: 0.226 G_B: 0.186 cycle_B: 0.718 idt_B: 0.076
300
+ (epoch: 42, iters: 216, time: 0.338, data: 0.008) D_A: 0.194 G_A: 0.191 cycle_A: 0.320 idt_A: 0.214 D_B: 0.271 G_B: 0.146 cycle_B: 0.603 idt_B: 0.085
301
+ (epoch: 42, iters: 316, time: 0.489, data: 0.003) D_A: 0.256 G_A: 0.320 cycle_A: 0.397 idt_A: 0.242 D_B: 0.187 G_B: 0.298 cycle_B: 0.687 idt_B: 0.107
302
+ (epoch: 42, iters: 416, time: 0.327, data: 0.003) D_A: 0.223 G_A: 0.216 cycle_A: 0.294 idt_A: 0.204 D_B: 0.226 G_B: 0.192 cycle_B: 0.582 idt_B: 0.078
303
+ (epoch: 42, iters: 516, time: 0.328, data: 0.003) D_A: 0.190 G_A: 0.307 cycle_A: 0.328 idt_A: 0.205 D_B: 0.225 G_B: 0.179 cycle_B: 0.599 idt_B: 0.083
304
+ (epoch: 42, iters: 616, time: 0.327, data: 0.003) D_A: 0.206 G_A: 0.277 cycle_A: 0.346 idt_A: 0.238 D_B: 0.203 G_B: 0.268 cycle_B: 0.634 idt_B: 0.081
305
+ (epoch: 42, iters: 716, time: 0.328, data: 0.004) D_A: 0.174 G_A: 0.189 cycle_A: 0.366 idt_A: 0.179 D_B: 0.265 G_B: 0.204 cycle_B: 0.566 idt_B: 0.090
306
+ (epoch: 43, iters: 92, time: 0.325, data: 0.003) D_A: 0.212 G_A: 0.262 cycle_A: 0.348 idt_A: 0.230 D_B: 0.264 G_B: 0.237 cycle_B: 0.655 idt_B: 0.086
307
+ (epoch: 43, iters: 192, time: 0.314, data: 0.003) D_A: 0.189 G_A: 0.328 cycle_A: 0.335 idt_A: 0.238 D_B: 0.208 G_B: 0.258 cycle_B: 0.621 idt_B: 0.092
308
+ (epoch: 43, iters: 292, time: 0.315, data: 0.002) D_A: 0.197 G_A: 0.211 cycle_A: 0.309 idt_A: 0.196 D_B: 0.183 G_B: 0.355 cycle_B: 0.556 idt_B: 0.089
309
+ (epoch: 43, iters: 392, time: 0.463, data: 0.003) D_A: 0.210 G_A: 0.299 cycle_A: 0.353 idt_A: 0.188 D_B: 0.230 G_B: 0.259 cycle_B: 0.564 idt_B: 0.091
310
+ (epoch: 43, iters: 492, time: 0.330, data: 0.003) D_A: 0.250 G_A: 0.210 cycle_A: 0.290 idt_A: 0.195 D_B: 0.204 G_B: 0.225 cycle_B: 0.585 idt_B: 0.076
311
+ (epoch: 43, iters: 592, time: 0.327, data: 0.003) D_A: 0.192 G_A: 0.270 cycle_A: 0.306 idt_A: 0.235 D_B: 0.314 G_B: 0.088 cycle_B: 0.708 idt_B: 0.077
312
+ (epoch: 43, iters: 692, time: 0.323, data: 0.003) D_A: 0.206 G_A: 0.361 cycle_A: 0.334 idt_A: 0.204 D_B: 0.210 G_B: 0.323 cycle_B: 0.607 idt_B: 0.087
313
+ (epoch: 44, iters: 68, time: 0.455, data: 0.003) D_A: 0.198 G_A: 0.237 cycle_A: 0.302 idt_A: 0.223 D_B: 0.206 G_B: 0.278 cycle_B: 0.671 idt_B: 0.074
314
+ (epoch: 44, iters: 168, time: 0.315, data: 0.002) D_A: 0.201 G_A: 0.246 cycle_A: 0.335 idt_A: 0.216 D_B: 0.262 G_B: 0.082 cycle_B: 0.644 idt_B: 0.085
315
+ (epoch: 44, iters: 268, time: 0.340, data: 0.003) D_A: 0.253 G_A: 0.219 cycle_A: 0.330 idt_A: 0.192 D_B: 0.256 G_B: 0.182 cycle_B: 0.578 idt_B: 0.088
316
+ (epoch: 44, iters: 368, time: 0.329, data: 0.002) D_A: 0.188 G_A: 0.276 cycle_A: 0.287 idt_A: 0.217 D_B: 0.248 G_B: 0.194 cycle_B: 0.634 idt_B: 0.070
317
+ (epoch: 44, iters: 468, time: 0.323, data: 0.003) D_A: 0.280 G_A: 0.258 cycle_A: 0.301 idt_A: 0.193 D_B: 0.198 G_B: 0.367 cycle_B: 0.573 idt_B: 0.081
318
+ (epoch: 44, iters: 568, time: 0.317, data: 0.003) D_A: 0.184 G_A: 0.310 cycle_A: 0.320 idt_A: 0.207 D_B: 0.232 G_B: 0.239 cycle_B: 0.646 idt_B: 0.078
319
+ (epoch: 44, iters: 668, time: 0.315, data: 0.003) D_A: 0.202 G_A: 0.305 cycle_A: 0.310 idt_A: 0.254 D_B: 0.215 G_B: 0.224 cycle_B: 0.704 idt_B: 0.077
320
+ (epoch: 45, iters: 44, time: 0.285, data: 0.002) D_A: 0.234 G_A: 0.239 cycle_A: 0.337 idt_A: 0.215 D_B: 0.202 G_B: 0.274 cycle_B: 0.629 idt_B: 0.086
321
+ (epoch: 45, iters: 144, time: 0.459, data: 0.002) D_A: 0.186 G_A: 0.265 cycle_A: 0.285 idt_A: 0.223 D_B: 0.239 G_B: 0.395 cycle_B: 0.616 idt_B: 0.079
322
+ (epoch: 45, iters: 244, time: 0.316, data: 0.002) D_A: 0.224 G_A: 0.312 cycle_A: 0.304 idt_A: 0.237 D_B: 0.230 G_B: 0.348 cycle_B: 0.631 idt_B: 0.081
323
+ (epoch: 45, iters: 344, time: 0.318, data: 0.002) D_A: 0.265 G_A: 0.274 cycle_A: 0.343 idt_A: 0.210 D_B: 0.214 G_B: 0.285 cycle_B: 0.602 idt_B: 0.099
324
+ (epoch: 45, iters: 444, time: 0.319, data: 0.002) D_A: 0.247 G_A: 0.268 cycle_A: 0.324 idt_A: 0.213 D_B: 0.192 G_B: 0.267 cycle_B: 0.609 idt_B: 0.089
325
+ (epoch: 45, iters: 544, time: 0.317, data: 0.003) D_A: 0.178 G_A: 0.208 cycle_A: 0.303 idt_A: 0.192 D_B: 0.255 G_B: 0.319 cycle_B: 0.593 idt_B: 0.076
326
+ (epoch: 45, iters: 644, time: 0.318, data: 0.002) D_A: 0.241 G_A: 0.311 cycle_A: 0.300 idt_A: 0.217 D_B: 0.199 G_B: 0.228 cycle_B: 0.620 idt_B: 0.075
327
+ (epoch: 46, iters: 20, time: 0.285, data: 0.003) D_A: 0.303 G_A: 0.225 cycle_A: 0.299 idt_A: 0.246 D_B: 0.237 G_B: 0.264 cycle_B: 0.702 idt_B: 0.076
328
+ (epoch: 46, iters: 120, time: 0.315, data: 0.003) D_A: 0.198 G_A: 0.269 cycle_A: 0.306 idt_A: 0.200 D_B: 0.275 G_B: 0.104 cycle_B: 0.573 idt_B: 0.079
329
+ (epoch: 46, iters: 220, time: 0.465, data: 0.003) D_A: 0.215 G_A: 0.265 cycle_A: 0.300 idt_A: 0.248 D_B: 0.223 G_B: 0.352 cycle_B: 0.701 idt_B: 0.077
330
+ (epoch: 46, iters: 320, time: 0.318, data: 0.002) D_A: 0.184 G_A: 0.289 cycle_A: 0.321 idt_A: 0.195 D_B: 0.219 G_B: 0.437 cycle_B: 0.575 idt_B: 0.084
331
+ (epoch: 46, iters: 420, time: 0.317, data: 0.002) D_A: 0.204 G_A: 0.354 cycle_A: 0.330 idt_A: 0.229 D_B: 0.228 G_B: 0.265 cycle_B: 0.671 idt_B: 0.089
332
+ (epoch: 46, iters: 520, time: 0.318, data: 0.004) D_A: 0.313 G_A: 0.156 cycle_A: 0.315 idt_A: 0.235 D_B: 0.232 G_B: 0.249 cycle_B: 0.673 idt_B: 0.078
333
+ (epoch: 46, iters: 620, time: 0.322, data: 0.001) D_A: 0.202 G_A: 0.373 cycle_A: 0.327 idt_A: 0.183 D_B: 0.196 G_B: 0.304 cycle_B: 0.561 idt_B: 0.085
334
+ (epoch: 46, iters: 720, time: 0.319, data: 0.002) D_A: 0.182 G_A: 0.298 cycle_A: 0.308 idt_A: 0.222 D_B: 0.240 G_B: 0.276 cycle_B: 0.628 idt_B: 0.078
335
+ (epoch: 47, iters: 96, time: 0.317, data: 0.002) D_A: 0.188 G_A: 0.302 cycle_A: 0.298 idt_A: 0.207 D_B: 0.220 G_B: 0.225 cycle_B: 0.599 idt_B: 0.080
336
+ (epoch: 47, iters: 196, time: 0.316, data: 0.002) D_A: 0.221 G_A: 0.295 cycle_A: 0.295 idt_A: 0.190 D_B: 0.269 G_B: 0.272 cycle_B: 0.565 idt_B: 0.076
337
+ (epoch: 47, iters: 296, time: 0.493, data: 0.002) D_A: 0.233 G_A: 0.283 cycle_A: 0.314 idt_A: 0.207 D_B: 0.231 G_B: 0.290 cycle_B: 0.623 idt_B: 0.084
338
+ (epoch: 47, iters: 396, time: 0.318, data: 0.004) D_A: 0.237 G_A: 0.274 cycle_A: 0.325 idt_A: 0.202 D_B: 0.238 G_B: 0.183 cycle_B: 0.615 idt_B: 0.080
339
+ (epoch: 47, iters: 496, time: 0.316, data: 0.003) D_A: 0.197 G_A: 0.264 cycle_A: 0.332 idt_A: 0.214 D_B: 0.230 G_B: 0.258 cycle_B: 0.602 idt_B: 0.085
340
+ (epoch: 47, iters: 596, time: 0.317, data: 0.002) D_A: 0.186 G_A: 0.257 cycle_A: 0.288 idt_A: 0.218 D_B: 0.226 G_B: 0.265 cycle_B: 0.646 idt_B: 0.075
341
+ (epoch: 47, iters: 696, time: 0.458, data: 0.003) D_A: 0.232 G_A: 0.231 cycle_A: 0.303 idt_A: 0.193 D_B: 0.235 G_B: 0.234 cycle_B: 0.579 idt_B: 0.080
342
+ (epoch: 48, iters: 72, time: 0.296, data: 0.002) D_A: 0.184 G_A: 0.312 cycle_A: 0.312 idt_A: 0.200 D_B: 0.248 G_B: 0.226 cycle_B: 0.609 idt_B: 0.078
343
+ (epoch: 48, iters: 172, time: 0.316, data: 0.003) D_A: 0.199 G_A: 0.219 cycle_A: 0.323 idt_A: 0.201 D_B: 0.232 G_B: 0.307 cycle_B: 0.589 idt_B: 0.079
344
+ (epoch: 48, iters: 272, time: 0.317, data: 0.004) D_A: 0.225 G_A: 0.228 cycle_A: 0.359 idt_A: 0.252 D_B: 0.223 G_B: 0.283 cycle_B: 0.705 idt_B: 0.093
345
+ (epoch: 48, iters: 372, time: 0.477, data: 0.003) D_A: 0.244 G_A: 0.250 cycle_A: 0.304 idt_A: 0.206 D_B: 0.241 G_B: 0.297 cycle_B: 0.627 idt_B: 0.078
346
+ (epoch: 48, iters: 472, time: 0.322, data: 0.002) D_A: 0.229 G_A: 0.280 cycle_A: 0.292 idt_A: 0.188 D_B: 0.272 G_B: 0.186 cycle_B: 0.579 idt_B: 0.077
347
+ (epoch: 48, iters: 572, time: 0.320, data: 0.003) D_A: 0.203 G_A: 0.314 cycle_A: 0.316 idt_A: 0.236 D_B: 0.214 G_B: 0.243 cycle_B: 0.695 idt_B: 0.080
348
+ (epoch: 48, iters: 672, time: 0.318, data: 0.003) D_A: 0.169 G_A: 0.334 cycle_A: 0.327 idt_A: 0.186 D_B: 0.222 G_B: 0.214 cycle_B: 0.551 idt_B: 0.088
349
+ (epoch: 49, iters: 48, time: 0.548, data: 0.002) D_A: 0.178 G_A: 0.275 cycle_A: 0.287 idt_A: 0.182 D_B: 0.233 G_B: 0.271 cycle_B: 0.536 idt_B: 0.074
350
+ (epoch: 49, iters: 148, time: 0.320, data: 0.002) D_A: 0.266 G_A: 0.277 cycle_A: 0.311 idt_A: 0.206 D_B: 0.220 G_B: 0.279 cycle_B: 0.586 idt_B: 0.081
351
+ (epoch: 49, iters: 248, time: 0.317, data: 0.002) D_A: 0.239 G_A: 0.308 cycle_A: 0.342 idt_A: 0.245 D_B: 0.249 G_B: 0.239 cycle_B: 0.701 idt_B: 0.091
352
+ (epoch: 49, iters: 348, time: 0.319, data: 0.003) D_A: 0.196 G_A: 0.312 cycle_A: 0.312 idt_A: 0.178 D_B: 0.227 G_B: 0.235 cycle_B: 0.513 idt_B: 0.080
353
+ (epoch: 49, iters: 448, time: 0.319, data: 0.002) D_A: 0.203 G_A: 0.309 cycle_A: 0.341 idt_A: 0.182 D_B: 0.225 G_B: 0.315 cycle_B: 0.539 idt_B: 0.090
354
+ (epoch: 49, iters: 548, time: 0.318, data: 0.002) D_A: 0.200 G_A: 0.291 cycle_A: 0.293 idt_A: 0.204 D_B: 0.216 G_B: 0.250 cycle_B: 0.606 idt_B: 0.076
355
+ (epoch: 49, iters: 648, time: 0.317, data: 0.003) D_A: 0.222 G_A: 0.295 cycle_A: 0.273 idt_A: 0.158 D_B: 0.224 G_B: 0.256 cycle_B: 0.479 idt_B: 0.068
356
+ (epoch: 50, iters: 24, time: 0.287, data: 0.002) D_A: 0.239 G_A: 0.298 cycle_A: 0.303 idt_A: 0.218 D_B: 0.226 G_B: 0.301 cycle_B: 0.652 idt_B: 0.080
357
+ (epoch: 50, iters: 124, time: 0.485, data: 0.003) D_A: 0.245 G_A: 0.272 cycle_A: 0.286 idt_A: 0.192 D_B: 0.222 G_B: 0.278 cycle_B: 0.558 idt_B: 0.077
358
+ (epoch: 50, iters: 224, time: 0.337, data: 0.002) D_A: 0.249 G_A: 0.273 cycle_A: 0.284 idt_A: 0.201 D_B: 0.255 G_B: 0.284 cycle_B: 0.572 idt_B: 0.073
359
+ (epoch: 50, iters: 324, time: 0.319, data: 0.002) D_A: 0.214 G_A: 0.290 cycle_A: 0.349 idt_A: 0.196 D_B: 0.226 G_B: 0.278 cycle_B: 0.565 idt_B: 0.092
360
+ (epoch: 50, iters: 424, time: 0.333, data: 0.002) D_A: 0.267 G_A: 0.274 cycle_A: 0.324 idt_A: 0.202 D_B: 0.253 G_B: 0.277 cycle_B: 0.642 idt_B: 0.085
361
+ (epoch: 50, iters: 524, time: 0.498, data: 0.004) D_A: 0.209 G_A: 0.312 cycle_A: 0.282 idt_A: 0.233 D_B: 0.249 G_B: 0.305 cycle_B: 0.630 idt_B: 0.069
362
+ (epoch: 50, iters: 624, time: 0.333, data: 0.003) D_A: 0.231 G_A: 0.289 cycle_A: 0.307 idt_A: 0.214 D_B: 0.218 G_B: 0.305 cycle_B: 0.649 idt_B: 0.083
363
+ (epoch: 50, iters: 724, time: 0.139, data: 0.002) D_A: 0.221 G_A: 0.303 cycle_A: 0.335 idt_A: 0.218 D_B: 0.275 G_B: 0.279 cycle_B: 0.710 idt_B: 0.082
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/hed2image/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: hed2image [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/hed2image_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/hed2image [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: hed2image [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 -------------------