================ Training Loss (Tue Mar  4 18:07:56 2025) ================
(epoch: 1, iters: 100, time: 0.278, data: 31.433) D_A: 0.689 G_A: 0.689 cycle_A: 0.986 idt_A: 1.402 D_B: 0.342 G_B: 0.444 cycle_B: 3.052 idt_B: 0.481 
(epoch: 1, iters: 200, time: 0.280, data: 0.002) D_A: 0.395 G_A: 0.378 cycle_A: 1.089 idt_A: 1.256 D_B: 0.266 G_B: 0.402 cycle_B: 2.808 idt_B: 0.515 
(epoch: 1, iters: 300, time: 0.310, data: 0.002) D_A: 0.347 G_A: 0.321 cycle_A: 1.056 idt_A: 1.006 D_B: 0.281 G_B: 0.361 cycle_B: 2.232 idt_B: 0.506 
(epoch: 1, iters: 400, time: 0.351, data: 0.003) D_A: 0.345 G_A: 0.446 cycle_A: 0.696 idt_A: 0.945 D_B: 0.223 G_B: 0.329 cycle_B: 2.368 idt_B: 0.307 
(epoch: 1, iters: 500, time: 0.310, data: 0.002) D_A: 0.293 G_A: 0.314 cycle_A: 0.831 idt_A: 0.950 D_B: 0.207 G_B: 0.427 cycle_B: 2.197 idt_B: 0.401 
(epoch: 1, iters: 600, time: 0.308, data: 0.003) D_A: 0.301 G_A: 0.349 cycle_A: 0.663 idt_A: 0.928 D_B: 0.475 G_B: 0.664 cycle_B: 2.087 idt_B: 0.274 
(epoch: 2, iters: 8, time: 0.276, data: 0.002) D_A: 0.280 G_A: 0.373 cycle_A: 0.670 idt_A: 0.900 D_B: 0.243 G_B: 0.411 cycle_B: 2.229 idt_B: 0.307 
(epoch: 2, iters: 108, time: 0.326, data: 0.002) D_A: 0.258 G_A: 0.305 cycle_A: 0.877 idt_A: 0.917 D_B: 0.240 G_B: 0.480 cycle_B: 2.291 idt_B: 0.351 
(epoch: 2, iters: 208, time: 0.309, data: 0.003) D_A: 0.279 G_A: 0.322 cycle_A: 0.958 idt_A: 0.841 D_B: 0.232 G_B: 0.313 cycle_B: 1.909 idt_B: 0.464 
(epoch: 2, iters: 308, time: 0.308, data: 0.002) D_A: 0.256 G_A: 0.269 cycle_A: 0.654 idt_A: 0.794 D_B: 0.253 G_B: 0.288 cycle_B: 1.880 idt_B: 0.286 
(epoch: 2, iters: 408, time: 0.306, data: 0.003) D_A: 0.474 G_A: 0.492 cycle_A: 0.678 idt_A: 0.715 D_B: 0.282 G_B: 0.485 cycle_B: 1.636 idt_B: 0.291 
(epoch: 2, iters: 508, time: 0.306, data: 0.002) D_A: 0.263 G_A: 0.301 cycle_A: 0.529 idt_A: 0.798 D_B: 0.194 G_B: 0.326 cycle_B: 1.861 idt_B: 0.235 
(epoch: 2, iters: 608, time: 0.306, data: 0.001) D_A: 0.251 G_A: 0.309 cycle_A: 0.588 idt_A: 0.763 D_B: 0.209 G_B: 0.413 cycle_B: 1.797 idt_B: 0.261 
(epoch: 3, iters: 16, time: 0.275, data: 0.002) D_A: 0.241 G_A: 0.312 cycle_A: 0.604 idt_A: 0.700 D_B: 0.246 G_B: 0.357 cycle_B: 1.660 idt_B: 0.287 
(epoch: 3, iters: 116, time: 0.303, data: 0.002) D_A: 0.415 G_A: 0.532 cycle_A: 0.673 idt_A: 0.705 D_B: 0.216 G_B: 0.299 cycle_B: 1.852 idt_B: 0.332 
(epoch: 3, iters: 216, time: 0.359, data: 0.002) D_A: 0.263 G_A: 0.251 cycle_A: 0.744 idt_A: 0.713 D_B: 0.241 G_B: 0.418 cycle_B: 1.682 idt_B: 0.349 
(epoch: 3, iters: 316, time: 0.309, data: 0.002) D_A: 0.253 G_A: 0.281 cycle_A: 0.631 idt_A: 0.670 D_B: 0.244 G_B: 0.340 cycle_B: 1.608 idt_B: 0.268 
(epoch: 3, iters: 416, time: 0.299, data: 0.002) D_A: 0.328 G_A: 0.434 cycle_A: 0.743 idt_A: 0.708 D_B: 0.246 G_B: 0.365 cycle_B: 1.694 idt_B: 0.330 
(epoch: 3, iters: 516, time: 0.293, data: 0.002) D_A: 0.249 G_A: 0.296 cycle_A: 0.642 idt_A: 0.596 D_B: 0.240 G_B: 0.335 cycle_B: 1.389 idt_B: 0.270 
(epoch: 3, iters: 616, time: 0.335, data: 0.001) D_A: 0.231 G_A: 0.271 cycle_A: 0.690 idt_A: 0.691 D_B: 0.225 G_B: 0.479 cycle_B: 1.537 idt_B: 0.287 
(epoch: 4, iters: 24, time: 0.269, data: 0.002) D_A: 0.301 G_A: 0.366 cycle_A: 0.521 idt_A: 0.751 D_B: 0.290 G_B: 0.343 cycle_B: 1.768 idt_B: 0.224 
(epoch: 4, iters: 124, time: 0.292, data: 0.003) D_A: 0.266 G_A: 0.310 cycle_A: 0.703 idt_A: 0.641 D_B: 0.282 G_B: 0.256 cycle_B: 1.642 idt_B: 0.272 
(epoch: 4, iters: 224, time: 0.293, data: 0.001) D_A: 0.260 G_A: 0.279 cycle_A: 0.820 idt_A: 0.593 D_B: 0.194 G_B: 0.269 cycle_B: 1.472 idt_B: 0.353 
(epoch: 4, iters: 324, time: 0.405, data: 0.001) D_A: 0.258 G_A: 0.321 cycle_A: 0.784 idt_A: 0.640 D_B: 0.280 G_B: 0.240 cycle_B: 1.476 idt_B: 0.324 
(epoch: 4, iters: 424, time: 0.293, data: 0.003) D_A: 0.229 G_A: 0.302 cycle_A: 0.581 idt_A: 0.644 D_B: 0.197 G_B: 0.301 cycle_B: 1.551 idt_B: 0.235 
(epoch: 4, iters: 524, time: 0.295, data: 0.002) D_A: 0.233 G_A: 0.291 cycle_A: 0.625 idt_A: 0.652 D_B: 0.237 G_B: 0.297 cycle_B: 1.566 idt_B: 0.273 
(epoch: 4, iters: 624, time: 0.295, data: 0.002) D_A: 0.401 G_A: 0.413 cycle_A: 0.729 idt_A: 0.623 D_B: 0.226 G_B: 0.331 cycle_B: 1.442 idt_B: 0.286 
(epoch: 5, iters: 32, time: 0.317, data: 0.002) D_A: 0.245 G_A: 0.288 cycle_A: 0.532 idt_A: 0.673 D_B: 0.219 G_B: 0.227 cycle_B: 1.525 idt_B: 0.204 
(epoch: 5, iters: 132, time: 0.293, data: 0.002) D_A: 0.251 G_A: 0.302 cycle_A: 0.571 idt_A: 0.636 D_B: 0.220 G_B: 0.241 cycle_B: 1.530 idt_B: 0.239 
(epoch: 5, iters: 232, time: 0.295, data: 0.002) D_A: 0.264 G_A: 0.253 cycle_A: 0.623 idt_A: 0.638 D_B: 0.213 G_B: 0.346 cycle_B: 1.418 idt_B: 0.260 
(epoch: 5, iters: 332, time: 0.295, data: 0.003) D_A: 0.269 G_A: 0.340 cycle_A: 0.536 idt_A: 0.590 D_B: 0.207 G_B: 0.371 cycle_B: 1.401 idt_B: 0.222 
(epoch: 5, iters: 432, time: 0.293, data: 0.003) D_A: 0.258 G_A: 0.268 cycle_A: 0.787 idt_A: 0.677 D_B: 0.371 G_B: 0.391 cycle_B: 1.729 idt_B: 0.311 
(epoch: 5, iters: 532, time: 0.294, data: 0.002) D_A: 0.257 G_A: 0.273 cycle_A: 0.527 idt_A: 0.543 D_B: 0.255 G_B: 0.268 cycle_B: 1.456 idt_B: 0.235 
(epoch: 5, iters: 632, time: 0.295, data: 0.002) D_A: 0.247 G_A: 0.249 cycle_A: 0.704 idt_A: 0.519 D_B: 0.300 G_B: 0.197 cycle_B: 1.239 idt_B: 0.313 
(epoch: 6, iters: 40, time: 0.268, data: 0.002) D_A: 0.229 G_A: 0.274 cycle_A: 0.561 idt_A: 0.550 D_B: 0.455 G_B: 0.653 cycle_B: 1.331 idt_B: 0.260 
(epoch: 6, iters: 140, time: 0.352, data: 0.002) D_A: 0.256 G_A: 0.282 cycle_A: 0.593 idt_A: 0.576 D_B: 0.301 G_B: 0.367 cycle_B: 1.504 idt_B: 0.260 
(epoch: 6, iters: 240, time: 0.294, data: 0.003) D_A: 0.239 G_A: 0.283 cycle_A: 0.764 idt_A: 0.530 D_B: 0.221 G_B: 0.255 cycle_B: 1.266 idt_B: 0.323 
(epoch: 6, iters: 340, time: 0.296, data: 0.003) D_A: 0.229 G_A: 0.264 cycle_A: 0.819 idt_A: 0.572 D_B: 0.225 G_B: 0.397 cycle_B: 1.459 idt_B: 0.328 
(epoch: 6, iters: 440, time: 0.296, data: 0.003) D_A: 0.257 G_A: 0.278 cycle_A: 0.643 idt_A: 0.547 D_B: 0.274 G_B: 0.703 cycle_B: 1.298 idt_B: 0.280 
(epoch: 6, iters: 540, time: 0.346, data: 0.002) D_A: 0.331 G_A: 0.361 cycle_A: 0.701 idt_A: 0.553 D_B: 0.148 G_B: 0.427 cycle_B: 1.359 idt_B: 0.293 
(epoch: 6, iters: 640, time: 0.296, data: 0.002) D_A: 0.250 G_A: 0.249 cycle_A: 0.489 idt_A: 0.492 D_B: 0.204 G_B: 0.228 cycle_B: 1.157 idt_B: 0.224 
(epoch: 7, iters: 48, time: 0.271, data: 0.002) D_A: 0.257 G_A: 0.301 cycle_A: 0.674 idt_A: 0.680 D_B: 0.234 G_B: 0.281 cycle_B: 1.526 idt_B: 0.248 
(epoch: 7, iters: 148, time: 0.294, data: 0.002) D_A: 0.239 G_A: 0.332 cycle_A: 0.506 idt_A: 0.625 D_B: 0.232 G_B: 0.389 cycle_B: 1.504 idt_B: 0.192 
(epoch: 7, iters: 248, time: 0.366, data: 0.002) D_A: 0.232 G_A: 0.250 cycle_A: 0.431 idt_A: 0.591 D_B: 0.224 G_B: 0.342 cycle_B: 1.373 idt_B: 0.192 
(epoch: 7, iters: 348, time: 0.294, data: 0.002) D_A: 0.212 G_A: 0.223 cycle_A: 0.686 idt_A: 0.611 D_B: 0.232 G_B: 0.335 cycle_B: 1.684 idt_B: 0.237 
(epoch: 7, iters: 448, time: 0.294, data: 0.002) D_A: 0.222 G_A: 0.284 cycle_A: 0.480 idt_A: 0.567 D_B: 0.231 G_B: 0.360 cycle_B: 1.337 idt_B: 0.216 
(epoch: 7, iters: 548, time: 0.296, data: 0.002) D_A: 0.293 G_A: 0.372 cycle_A: 0.505 idt_A: 0.480 D_B: 0.160 G_B: 0.315 cycle_B: 1.185 idt_B: 0.225 
(epoch: 7, iters: 648, time: 0.296, data: 0.002) D_A: 0.263 G_A: 0.273 cycle_A: 0.699 idt_A: 0.580 D_B: 0.129 G_B: 0.690 cycle_B: 1.596 idt_B: 0.261 
(epoch: 8, iters: 56, time: 0.271, data: 0.002) D_A: 0.233 G_A: 0.342 cycle_A: 0.740 idt_A: 0.596 D_B: 0.267 G_B: 1.050 cycle_B: 1.698 idt_B: 0.325 
(epoch: 8, iters: 156, time: 0.294, data: 0.002) D_A: 0.237 G_A: 0.251 cycle_A: 0.554 idt_A: 0.511 D_B: 0.219 G_B: 0.502 cycle_B: 1.276 idt_B: 0.239 
(epoch: 8, iters: 256, time: 0.296, data: 0.002) D_A: 0.377 G_A: 0.426 cycle_A: 0.658 idt_A: 0.520 D_B: 0.188 G_B: 0.463 cycle_B: 1.315 idt_B: 0.282 
(epoch: 8, iters: 356, time: 0.346, data: 0.002) D_A: 0.225 G_A: 0.235 cycle_A: 0.550 idt_A: 0.499 D_B: 0.232 G_B: 0.879 cycle_B: 1.271 idt_B: 0.238 
(epoch: 8, iters: 456, time: 0.295, data: 0.001) D_A: 0.255 G_A: 0.283 cycle_A: 0.574 idt_A: 0.551 D_B: 0.130 G_B: 1.084 cycle_B: 1.398 idt_B: 0.250 
(epoch: 8, iters: 556, time: 0.294, data: 0.002) D_A: 0.263 G_A: 0.327 cycle_A: 0.473 idt_A: 0.487 D_B: 0.177 G_B: 0.316 cycle_B: 1.228 idt_B: 0.214 
(epoch: 8, iters: 656, time: 0.296, data: 0.001) D_A: 0.225 G_A: 0.277 cycle_A: 0.794 idt_A: 0.464 D_B: 0.219 G_B: 0.743 cycle_B: 1.151 idt_B: 0.317 
(epoch: 9, iters: 64, time: 0.333, data: 0.002) D_A: 0.230 G_A: 0.257 cycle_A: 0.473 idt_A: 0.479 D_B: 0.159 G_B: 0.216 cycle_B: 1.171 idt_B: 0.187 
(epoch: 9, iters: 164, time: 0.294, data: 0.001) D_A: 0.226 G_A: 0.301 cycle_A: 0.551 idt_A: 0.482 D_B: 0.066 G_B: 0.936 cycle_B: 1.166 idt_B: 0.259 
(epoch: 9, iters: 264, time: 0.296, data: 0.002) D_A: 0.239 G_A: 0.279 cycle_A: 0.523 idt_A: 0.460 D_B: 0.253 G_B: 0.114 cycle_B: 1.179 idt_B: 0.246 
(epoch: 9, iters: 364, time: 0.293, data: 0.003) D_A: 0.228 G_A: 0.345 cycle_A: 0.641 idt_A: 0.521 D_B: 0.181 G_B: 0.298 cycle_B: 1.265 idt_B: 0.262 
(epoch: 9, iters: 464, time: 0.353, data: 0.002) D_A: 0.262 G_A: 0.333 cycle_A: 0.753 idt_A: 0.490 D_B: 0.192 G_B: 0.300 cycle_B: 1.216 idt_B: 0.295 
(epoch: 9, iters: 564, time: 0.293, data: 0.002) D_A: 0.338 G_A: 0.303 cycle_A: 0.603 idt_A: 0.517 D_B: 0.033 G_B: 0.971 cycle_B: 1.296 idt_B: 0.245 
(epoch: 9, iters: 664, time: 0.294, data: 0.002) D_A: 0.215 G_A: 0.268 cycle_A: 0.643 idt_A: 0.506 D_B: 0.121 G_B: 0.429 cycle_B: 1.237 idt_B: 0.270 
(epoch: 10, iters: 72, time: 0.283, data: 0.001) D_A: 0.258 G_A: 0.277 cycle_A: 0.464 idt_A: 0.497 D_B: 0.125 G_B: 0.723 cycle_B: 1.254 idt_B: 0.200 
(epoch: 10, iters: 172, time: 0.355, data: 0.003) D_A: 0.190 G_A: 0.222 cycle_A: 0.532 idt_A: 0.424 D_B: 0.094 G_B: 0.771 cycle_B: 1.043 idt_B: 0.225 
(epoch: 10, iters: 272, time: 0.294, data: 0.002) D_A: 0.194 G_A: 0.325 cycle_A: 0.498 idt_A: 0.468 D_B: 0.226 G_B: 1.569 cycle_B: 1.172 idt_B: 0.190 
(epoch: 10, iters: 372, time: 0.295, data: 0.002) D_A: 0.227 G_A: 0.310 cycle_A: 0.764 idt_A: 0.550 D_B: 0.305 G_B: 0.082 cycle_B: 1.386 idt_B: 0.320 
(epoch: 10, iters: 472, time: 0.293, data: 0.003) D_A: 0.211 G_A: 0.317 cycle_A: 0.429 idt_A: 0.456 D_B: 0.106 G_B: 0.365 cycle_B: 1.084 idt_B: 0.186 
(epoch: 10, iters: 572, time: 0.294, data: 0.002) D_A: 0.198 G_A: 0.289 cycle_A: 0.566 idt_A: 0.537 D_B: 0.143 G_B: 0.433 cycle_B: 1.276 idt_B: 0.240 
(epoch: 10, iters: 672, time: 0.295, data: 0.003) D_A: 0.217 G_A: 0.263 cycle_A: 0.590 idt_A: 0.515 D_B: 0.248 G_B: 0.181 cycle_B: 1.250 idt_B: 0.235 
(epoch: 11, iters: 80, time: 0.287, data: 0.002) D_A: 0.265 G_A: 0.341 cycle_A: 0.575 idt_A: 0.484 D_B: 0.062 G_B: 1.020 cycle_B: 1.245 idt_B: 0.210 
(epoch: 11, iters: 180, time: 0.294, data: 0.002) D_A: 0.627 G_A: 0.539 cycle_A: 0.612 idt_A: 0.478 D_B: 0.152 G_B: 1.755 cycle_B: 1.372 idt_B: 0.182 
(epoch: 11, iters: 280, time: 0.366, data: 0.003) D_A: 0.197 G_A: 0.334 cycle_A: 0.434 idt_A: 0.460 D_B: 0.269 G_B: 0.707 cycle_B: 1.194 idt_B: 0.196 
(epoch: 11, iters: 380, time: 0.293, data: 0.002) D_A: 0.202 G_A: 0.398 cycle_A: 0.528 idt_A: 0.500 D_B: 0.387 G_B: 0.041 cycle_B: 1.185 idt_B: 0.227 
(epoch: 11, iters: 480, time: 0.295, data: 0.001) D_A: 0.185 G_A: 0.298 cycle_A: 0.602 idt_A: 0.554 D_B: 0.065 G_B: 0.431 cycle_B: 1.304 idt_B: 0.213 
(epoch: 11, iters: 580, time: 0.293, data: 0.003) D_A: 0.229 G_A: 0.442 cycle_A: 0.528 idt_A: 0.531 D_B: 0.054 G_B: 1.037 cycle_B: 1.281 idt_B: 0.189 
(epoch: 11, iters: 680, time: 0.294, data: 0.002) D_A: 0.505 G_A: 0.282 cycle_A: 0.635 idt_A: 0.459 D_B: 0.064 G_B: 1.162 cycle_B: 1.247 idt_B: 0.197 
(epoch: 12, iters: 88, time: 0.288, data: 0.002) D_A: 0.176 G_A: 0.547 cycle_A: 0.478 idt_A: 0.427 D_B: 0.134 G_B: 0.099 cycle_B: 1.029 idt_B: 0.172 
(epoch: 12, iters: 188, time: 0.295, data: 0.001) D_A: 0.164 G_A: 0.292 cycle_A: 0.503 idt_A: 0.474 D_B: 0.067 G_B: 0.738 cycle_B: 1.160 idt_B: 0.222 
(epoch: 12, iters: 288, time: 0.293, data: 0.003) D_A: 0.458 G_A: 0.902 cycle_A: 0.531 idt_A: 0.505 D_B: 0.078 G_B: 0.941 cycle_B: 1.195 idt_B: 0.186 
(epoch: 12, iters: 388, time: 0.383, data: 0.001) D_A: 0.157 G_A: 0.482 cycle_A: 0.590 idt_A: 0.598 D_B: 0.083 G_B: 1.386 cycle_B: 1.375 idt_B: 0.228 
(epoch: 12, iters: 488, time: 0.294, data: 0.001) D_A: 0.337 G_A: 0.500 cycle_A: 0.462 idt_A: 0.488 D_B: 0.054 G_B: 0.421 cycle_B: 1.171 idt_B: 0.173 
(epoch: 12, iters: 588, time: 0.295, data: 0.002) D_A: 0.251 G_A: 0.460 cycle_A: 0.485 idt_A: 0.452 D_B: 0.051 G_B: 0.667 cycle_B: 1.078 idt_B: 0.187 
(epoch: 12, iters: 688, time: 0.293, data: 0.002) D_A: 0.142 G_A: 0.354 cycle_A: 0.604 idt_A: 0.493 D_B: 0.025 G_B: 1.080 cycle_B: 1.270 idt_B: 0.225 
(epoch: 13, iters: 96, time: 0.397, data: 0.001) D_A: 0.180 G_A: 0.347 cycle_A: 0.515 idt_A: 0.499 D_B: 0.063 G_B: 0.640 cycle_B: 1.144 idt_B: 0.193 
(epoch: 13, iters: 196, time: 0.294, data: 0.002) D_A: 0.255 G_A: 0.329 cycle_A: 0.592 idt_A: 0.486 D_B: 0.051 G_B: 1.501 cycle_B: 1.185 idt_B: 0.213 
(epoch: 13, iters: 296, time: 0.296, data: 0.002) D_A: 0.183 G_A: 0.304 cycle_A: 0.454 idt_A: 0.509 D_B: 0.058 G_B: 0.799 cycle_B: 1.248 idt_B: 0.178 
(epoch: 13, iters: 396, time: 0.294, data: 0.001) D_A: 0.223 G_A: 0.512 cycle_A: 0.482 idt_A: 0.493 D_B: 0.076 G_B: 0.963 cycle_B: 1.227 idt_B: 0.205 
(epoch: 13, iters: 496, time: 0.294, data: 0.003) D_A: 0.186 G_A: 0.331 cycle_A: 0.468 idt_A: 0.539 D_B: 0.041 G_B: 0.692 cycle_B: 1.268 idt_B: 0.214 
(epoch: 13, iters: 596, time: 0.293, data: 0.002) D_A: 0.332 G_A: 0.135 cycle_A: 0.461 idt_A: 0.500 D_B: 0.016 G_B: 0.887 cycle_B: 1.220 idt_B: 0.164 
(epoch: 14, iters: 4, time: 0.260, data: 0.003) D_A: 0.257 G_A: 0.775 cycle_A: 0.532 idt_A: 0.439 D_B: 0.026 G_B: 0.973 cycle_B: 1.150 idt_B: 0.215 
(epoch: 14, iters: 104, time: 0.293, data: 0.003) D_A: 0.218 G_A: 0.555 cycle_A: 0.406 idt_A: 0.466 D_B: 0.037 G_B: 0.463 cycle_B: 1.052 idt_B: 0.163 
(epoch: 14, iters: 204, time: 0.530, data: 0.002) D_A: 0.142 G_A: 0.448 cycle_A: 0.508 idt_A: 0.453 D_B: 0.063 G_B: 0.527 cycle_B: 1.252 idt_B: 0.166 
(epoch: 14, iters: 304, time: 0.294, data: 0.001) D_A: 0.199 G_A: 0.238 cycle_A: 0.499 idt_A: 0.494 D_B: 0.042 G_B: 0.527 cycle_B: 1.257 idt_B: 0.179 
(epoch: 14, iters: 404, time: 0.294, data: 0.002) D_A: 0.200 G_A: 0.315 cycle_A: 0.460 idt_A: 0.485 D_B: 0.142 G_B: 0.273 cycle_B: 1.198 idt_B: 0.166 
(epoch: 14, iters: 504, time: 0.295, data: 0.002) D_A: 0.215 G_A: 0.262 cycle_A: 0.459 idt_A: 0.431 D_B: 0.126 G_B: 0.644 cycle_B: 1.039 idt_B: 0.153 
(epoch: 14, iters: 604, time: 0.295, data: 0.002) D_A: 0.256 G_A: 0.618 cycle_A: 0.524 idt_A: 0.455 D_B: 0.044 G_B: 1.121 cycle_B: 1.084 idt_B: 0.179 
(epoch: 15, iters: 12, time: 0.266, data: 0.002) D_A: 0.234 G_A: 0.814 cycle_A: 0.640 idt_A: 0.536 D_B: 0.450 G_B: 0.619 cycle_B: 1.325 idt_B: 0.272 
(epoch: 15, iters: 112, time: 0.291, data: 0.001) D_A: 0.147 G_A: 0.458 cycle_A: 0.490 idt_A: 0.455 D_B: 0.046 G_B: 0.630 cycle_B: 1.155 idt_B: 0.199 
(epoch: 15, iters: 212, time: 0.295, data: 0.001) D_A: 0.275 G_A: 0.322 cycle_A: 0.621 idt_A: 0.462 D_B: 0.018 G_B: 0.844 cycle_B: 1.130 idt_B: 0.250 
(epoch: 15, iters: 312, time: 0.425, data: 0.002) D_A: 0.200 G_A: 0.207 cycle_A: 0.468 idt_A: 0.434 D_B: 0.092 G_B: 0.317 cycle_B: 1.087 idt_B: 0.207 
(epoch: 15, iters: 412, time: 0.295, data: 0.002) D_A: 0.180 G_A: 0.491 cycle_A: 0.529 idt_A: 0.411 D_B: 0.023 G_B: 0.834 cycle_B: 1.005 idt_B: 0.188 
(epoch: 15, iters: 512, time: 0.296, data: 0.003) D_A: 0.211 G_A: 0.509 cycle_A: 0.671 idt_A: 0.494 D_B: 0.070 G_B: 0.497 cycle_B: 1.135 idt_B: 0.223 
(epoch: 15, iters: 612, time: 0.294, data: 0.002) D_A: 0.175 G_A: 0.422 cycle_A: 0.544 idt_A: 0.506 D_B: 0.035 G_B: 0.987 cycle_B: 1.199 idt_B: 0.172 
(epoch: 16, iters: 20, time: 0.346, data: 0.002) D_A: 0.321 G_A: 0.133 cycle_A: 0.435 idt_A: 0.511 D_B: 0.040 G_B: 1.156 cycle_B: 1.190 idt_B: 0.203 
(epoch: 16, iters: 120, time: 0.294, data: 0.002) D_A: 0.190 G_A: 0.208 cycle_A: 0.484 idt_A: 0.444 D_B: 0.156 G_B: 0.514 cycle_B: 1.072 idt_B: 0.159 
(epoch: 16, iters: 220, time: 0.295, data: 0.002) D_A: 0.270 G_A: 0.125 cycle_A: 0.411 idt_A: 0.459 D_B: 0.057 G_B: 0.581 cycle_B: 1.077 idt_B: 0.130 
(epoch: 16, iters: 320, time: 0.294, data: 0.002) D_A: 0.189 G_A: 0.345 cycle_A: 0.546 idt_A: 0.478 D_B: 0.083 G_B: 0.438 cycle_B: 1.254 idt_B: 0.203 
(epoch: 16, iters: 420, time: 0.295, data: 0.002) D_A: 0.172 G_A: 0.224 cycle_A: 0.521 idt_A: 0.435 D_B: 0.071 G_B: 1.190 cycle_B: 1.103 idt_B: 0.234 
(epoch: 16, iters: 520, time: 0.293, data: 0.002) D_A: 0.290 G_A: 0.282 cycle_A: 0.424 idt_A: 0.523 D_B: 0.016 G_B: 0.844 cycle_B: 1.191 idt_B: 0.152 
(epoch: 16, iters: 620, time: 0.295, data: 0.001) D_A: 0.212 G_A: 0.246 cycle_A: 0.643 idt_A: 0.468 D_B: 0.044 G_B: 1.052 cycle_B: 1.128 idt_B: 0.197 
(epoch: 17, iters: 28, time: 0.269, data: 0.002) D_A: 0.183 G_A: 0.185 cycle_A: 0.440 idt_A: 0.450 D_B: 0.040 G_B: 0.689 cycle_B: 1.057 idt_B: 0.152 
(epoch: 17, iters: 128, time: 0.386, data: 0.002) D_A: 0.192 G_A: 0.646 cycle_A: 0.547 idt_A: 0.424 D_B: 0.026 G_B: 0.856 cycle_B: 1.034 idt_B: 0.243 
(epoch: 17, iters: 228, time: 0.293, data: 0.002) D_A: 0.208 G_A: 0.247 cycle_A: 0.572 idt_A: 0.513 D_B: 0.053 G_B: 1.213 cycle_B: 1.211 idt_B: 0.223 
(epoch: 17, iters: 328, time: 0.293, data: 0.001) D_A: 0.764 G_A: 1.661 cycle_A: 0.519 idt_A: 0.508 D_B: 0.103 G_B: 0.375 cycle_B: 1.146 idt_B: 0.186 
(epoch: 17, iters: 428, time: 0.295, data: 0.002) D_A: 0.332 G_A: 0.114 cycle_A: 0.387 idt_A: 0.454 D_B: 0.056 G_B: 1.105 cycle_B: 1.044 idt_B: 0.171 
(epoch: 17, iters: 528, time: 0.294, data: 0.002) D_A: 0.169 G_A: 0.307 cycle_A: 0.499 idt_A: 0.452 D_B: 0.463 G_B: 0.324 cycle_B: 1.077 idt_B: 0.186 
(epoch: 17, iters: 628, time: 0.295, data: 0.002) D_A: 0.174 G_A: 0.156 cycle_A: 0.532 idt_A: 0.385 D_B: 0.185 G_B: 0.260 cycle_B: 0.925 idt_B: 0.288 
(epoch: 18, iters: 36, time: 0.269, data: 0.002) D_A: 0.255 G_A: 0.244 cycle_A: 0.461 idt_A: 0.438 D_B: 0.076 G_B: 1.360 cycle_B: 1.014 idt_B: 0.157 
(epoch: 18, iters: 136, time: 0.295, data: 0.002) D_A: 0.120 G_A: 0.424 cycle_A: 0.518 idt_A: 0.381 D_B: 0.071 G_B: 1.590 cycle_B: 0.976 idt_B: 0.218 
(epoch: 18, iters: 236, time: 0.378, data: 0.003) D_A: 0.261 G_A: 0.234 cycle_A: 0.391 idt_A: 0.427 D_B: 0.061 G_B: 1.389 cycle_B: 1.101 idt_B: 0.141 
(epoch: 18, iters: 336, time: 0.294, data: 0.002) D_A: 0.152 G_A: 0.312 cycle_A: 0.553 idt_A: 0.469 D_B: 0.048 G_B: 1.081 cycle_B: 1.131 idt_B: 0.226 
(epoch: 18, iters: 436, time: 0.295, data: 0.002) D_A: 0.260 G_A: 0.122 cycle_A: 0.537 idt_A: 0.462 D_B: 0.024 G_B: 0.976 cycle_B: 1.156 idt_B: 0.196 
(epoch: 18, iters: 536, time: 0.293, data: 0.002) D_A: 0.148 G_A: 0.391 cycle_A: 0.569 idt_A: 0.570 D_B: 0.067 G_B: 0.732 cycle_B: 1.416 idt_B: 0.182 
(epoch: 18, iters: 636, time: 0.295, data: 0.002) D_A: 0.217 G_A: 0.107 cycle_A: 0.567 idt_A: 0.580 D_B: 0.017 G_B: 0.965 cycle_B: 1.358 idt_B: 0.223 
(epoch: 19, iters: 44, time: 0.269, data: 0.003) D_A: 0.306 G_A: 0.380 cycle_A: 0.476 idt_A: 0.411 D_B: 0.030 G_B: 1.200 cycle_B: 1.029 idt_B: 0.172 
(epoch: 19, iters: 144, time: 0.293, data: 0.001) D_A: 0.104 G_A: 0.203 cycle_A: 0.542 idt_A: 0.420 D_B: 0.114 G_B: 0.316 cycle_B: 1.052 idt_B: 0.170 
(epoch: 19, iters: 244, time: 0.292, data: 0.003) D_A: 0.395 G_A: 0.717 cycle_A: 0.439 idt_A: 0.406 D_B: 0.016 G_B: 1.019 cycle_B: 0.950 idt_B: 0.147 
(epoch: 19, iters: 344, time: 0.580, data: 0.002) D_A: 0.126 G_A: 0.122 cycle_A: 0.490 idt_A: 0.436 D_B: 0.015 G_B: 0.999 cycle_B: 1.081 idt_B: 0.168 
(epoch: 19, iters: 444, time: 0.293, data: 0.002) D_A: 0.142 G_A: 0.521 cycle_A: 0.471 idt_A: 0.446 D_B: 0.020 G_B: 1.133 cycle_B: 1.154 idt_B: 0.154 
(epoch: 19, iters: 544, time: 0.293, data: 0.002) D_A: 0.139 G_A: 0.146 cycle_A: 0.459 idt_A: 0.397 D_B: 0.011 G_B: 1.098 cycle_B: 0.991 idt_B: 0.154 
(epoch: 19, iters: 644, time: 0.293, data: 0.002) D_A: 0.258 G_A: 0.380 cycle_A: 0.380 idt_A: 0.432 D_B: 0.015 G_B: 0.661 cycle_B: 1.018 idt_B: 0.129 
(epoch: 20, iters: 52, time: 0.353, data: 0.001) D_A: 0.240 G_A: 0.724 cycle_A: 0.374 idt_A: 0.472 D_B: 0.007 G_B: 0.894 cycle_B: 1.123 idt_B: 0.132 
(epoch: 20, iters: 152, time: 0.294, data: 0.002) D_A: 0.175 G_A: 0.483 cycle_A: 0.553 idt_A: 0.397 D_B: 0.016 G_B: 0.986 cycle_B: 0.932 idt_B: 0.159 
(epoch: 20, iters: 252, time: 0.292, data: 0.002) D_A: 0.264 G_A: 0.114 cycle_A: 0.433 idt_A: 0.425 D_B: 0.020 G_B: 0.767 cycle_B: 1.006 idt_B: 0.152 
(epoch: 20, iters: 352, time: 0.294, data: 0.002) D_A: 0.154 G_A: 0.402 cycle_A: 0.405 idt_A: 0.424 D_B: 0.012 G_B: 1.036 cycle_B: 1.028 idt_B: 0.152 
(epoch: 20, iters: 452, time: 0.294, data: 0.002) D_A: 0.329 G_A: 0.507 cycle_A: 0.484 idt_A: 0.427 D_B: 0.016 G_B: 1.072 cycle_B: 1.039 idt_B: 0.175 
(epoch: 20, iters: 552, time: 0.293, data: 0.002) D_A: 0.276 G_A: 0.877 cycle_A: 0.481 idt_A: 0.406 D_B: 0.014 G_B: 0.985 cycle_B: 0.980 idt_B: 0.195 
(epoch: 20, iters: 652, time: 0.294, data: 0.002) D_A: 0.261 G_A: 0.080 cycle_A: 0.411 idt_A: 0.418 D_B: 0.049 G_B: 0.647 cycle_B: 0.993 idt_B: 0.154 
(epoch: 21, iters: 60, time: 0.270, data: 0.001) D_A: 0.305 G_A: 0.715 cycle_A: 0.405 idt_A: 0.384 D_B: 0.011 G_B: 0.882 cycle_B: 0.870 idt_B: 0.150 
(epoch: 21, iters: 160, time: 0.379, data: 0.001) D_A: 0.164 G_A: 0.228 cycle_A: 0.460 idt_A: 0.384 D_B: 0.013 G_B: 1.002 cycle_B: 0.899 idt_B: 0.156 
(epoch: 21, iters: 260, time: 0.293, data: 0.002) D_A: 0.178 G_A: 0.445 cycle_A: 0.487 idt_A: 0.454 D_B: 0.024 G_B: 1.408 cycle_B: 1.177 idt_B: 0.206 
(epoch: 21, iters: 360, time: 0.293, data: 0.002) D_A: 0.218 G_A: 0.603 cycle_A: 0.382 idt_A: 0.378 D_B: 0.027 G_B: 0.772 cycle_B: 0.855 idt_B: 0.145 
(epoch: 21, iters: 460, time: 0.292, data: 0.001) D_A: 0.259 G_A: 0.269 cycle_A: 0.476 idt_A: 0.359 D_B: 0.027 G_B: 1.344 cycle_B: 0.861 idt_B: 0.163 
(epoch: 21, iters: 560, time: 0.293, data: 0.002) D_A: 0.130 G_A: 0.265 cycle_A: 0.448 idt_A: 0.470 D_B: 0.033 G_B: 1.059 cycle_B: 1.128 idt_B: 0.171 
(epoch: 21, iters: 660, time: 0.293, data: 0.002) D_A: 0.259 G_A: 0.365 cycle_A: 0.509 idt_A: 0.446 D_B: 0.012 G_B: 0.911 cycle_B: 1.121 idt_B: 0.178 
(epoch: 22, iters: 68, time: 0.272, data: 0.002) D_A: 0.349 G_A: 1.050 cycle_A: 0.407 idt_A: 0.453 D_B: 0.013 G_B: 0.840 cycle_B: 1.140 idt_B: 0.143 
(epoch: 22, iters: 168, time: 0.294, data: 0.002) D_A: 0.288 G_A: 0.154 cycle_A: 0.622 idt_A: 0.370 D_B: 0.030 G_B: 1.202 cycle_B: 0.866 idt_B: 0.198 
(epoch: 22, iters: 268, time: 0.382, data: 0.001) D_A: 0.163 G_A: 0.225 cycle_A: 0.493 idt_A: 0.371 D_B: 0.068 G_B: 1.113 cycle_B: 0.942 idt_B: 0.181 
(epoch: 22, iters: 368, time: 0.294, data: 0.002) D_A: 0.197 G_A: 0.327 cycle_A: 0.398 idt_A: 0.423 D_B: 0.022 G_B: 0.844 cycle_B: 1.001 idt_B: 0.136 
(epoch: 22, iters: 468, time: 0.293, data: 0.002) D_A: 0.386 G_A: 0.314 cycle_A: 0.448 idt_A: 0.484 D_B: 0.006 G_B: 0.998 cycle_B: 1.010 idt_B: 0.144 
(epoch: 22, iters: 568, time: 0.294, data: 0.001) D_A: 0.259 G_A: 0.084 cycle_A: 0.468 idt_A: 0.398 D_B: 0.010 G_B: 1.022 cycle_B: 0.931 idt_B: 0.171 
(epoch: 22, iters: 668, time: 0.294, data: 0.001) D_A: 0.318 G_A: 0.686 cycle_A: 0.620 idt_A: 0.398 D_B: 0.096 G_B: 0.290 cycle_B: 1.001 idt_B: 0.172 
(epoch: 23, iters: 76, time: 0.275, data: 0.002) D_A: 0.210 G_A: 0.208 cycle_A: 0.529 idt_A: 0.412 D_B: 0.293 G_B: 1.634 cycle_B: 0.984 idt_B: 0.154 
(epoch: 23, iters: 176, time: 0.292, data: 0.002) D_A: 0.140 G_A: 0.298 cycle_A: 0.479 idt_A: 0.430 D_B: 0.071 G_B: 1.063 cycle_B: 1.051 idt_B: 0.218 
(epoch: 23, iters: 276, time: 0.293, data: 0.002) D_A: 0.219 G_A: 0.624 cycle_A: 0.493 idt_A: 0.394 D_B: 0.055 G_B: 0.572 cycle_B: 0.909 idt_B: 0.190 
(epoch: 23, iters: 376, time: 0.390, data: 0.002) D_A: 0.306 G_A: 0.459 cycle_A: 0.411 idt_A: 0.437 D_B: 0.008 G_B: 1.135 cycle_B: 1.062 idt_B: 0.150 
(epoch: 23, iters: 476, time: 0.294, data: 0.003) D_A: 0.206 G_A: 0.297 cycle_A: 0.420 idt_A: 0.413 D_B: 0.102 G_B: 0.210 cycle_B: 0.979 idt_B: 0.135 
(epoch: 23, iters: 576, time: 0.293, data: 0.001) D_A: 0.233 G_A: 0.272 cycle_A: 0.456 idt_A: 0.346 D_B: 0.083 G_B: 0.858 cycle_B: 0.824 idt_B: 0.168 
(epoch: 23, iters: 676, time: 0.294, data: 0.001) D_A: 0.217 G_A: 0.284 cycle_A: 0.376 idt_A: 0.417 D_B: 0.070 G_B: 0.684 cycle_B: 0.959 idt_B: 0.159 
(epoch: 24, iters: 84, time: 0.372, data: 0.001) D_A: 0.202 G_A: 0.154 cycle_A: 0.373 idt_A: 0.359 D_B: 0.017 G_B: 0.744 cycle_B: 0.826 idt_B: 0.141 
(epoch: 24, iters: 184, time: 0.295, data: 0.001) D_A: 0.254 G_A: 0.602 cycle_A: 0.448 idt_A: 0.411 D_B: 0.007 G_B: 0.915 cycle_B: 0.938 idt_B: 0.150 
(epoch: 24, iters: 284, time: 0.294, data: 0.002) D_A: 0.186 G_A: 0.412 cycle_A: 0.454 idt_A: 0.409 D_B: 0.011 G_B: 0.973 cycle_B: 1.042 idt_B: 0.157 
(epoch: 24, iters: 384, time: 0.295, data: 0.002) D_A: 0.189 G_A: 0.392 cycle_A: 0.421 idt_A: 0.401 D_B: 0.006 G_B: 0.928 cycle_B: 0.950 idt_B: 0.161 
(epoch: 24, iters: 484, time: 0.294, data: 0.001) D_A: 0.110 G_A: 0.390 cycle_A: 0.694 idt_A: 0.415 D_B: 0.005 G_B: 1.039 cycle_B: 1.001 idt_B: 0.234 
(epoch: 24, iters: 584, time: 0.296, data: 0.002) D_A: 0.228 G_A: 0.173 cycle_A: 0.365 idt_A: 0.412 D_B: 0.039 G_B: 0.832 cycle_B: 0.943 idt_B: 0.129 
(epoch: 24, iters: 684, time: 0.294, data: 0.003) D_A: 0.128 G_A: 0.706 cycle_A: 0.551 idt_A: 0.416 D_B: 0.013 G_B: 1.008 cycle_B: 1.020 idt_B: 0.164 
(epoch: 25, iters: 92, time: 0.294, data: 0.002) D_A: 0.215 G_A: 0.437 cycle_A: 0.381 idt_A: 0.400 D_B: 0.135 G_B: 0.688 cycle_B: 0.962 idt_B: 0.123 
(epoch: 25, iters: 192, time: 0.386, data: 0.002) D_A: 0.250 G_A: 0.386 cycle_A: 0.363 idt_A: 0.361 D_B: 0.013 G_B: 1.104 cycle_B: 0.809 idt_B: 0.147 
(epoch: 25, iters: 292, time: 0.297, data: 0.002) D_A: 0.202 G_A: 0.526 cycle_A: 0.378 idt_A: 0.442 D_B: 0.011 G_B: 1.067 cycle_B: 0.989 idt_B: 0.133 
(epoch: 25, iters: 392, time: 0.293, data: 0.001) D_A: 0.278 G_A: 0.112 cycle_A: 0.426 idt_A: 0.345 D_B: 0.068 G_B: 1.316 cycle_B: 0.811 idt_B: 0.156 
(epoch: 25, iters: 492, time: 0.292, data: 0.002) D_A: 0.216 G_A: 0.418 cycle_A: 0.529 idt_A: 0.364 D_B: 0.037 G_B: 0.704 cycle_B: 0.899 idt_B: 0.200 
(epoch: 25, iters: 592, time: 0.294, data: 0.002) D_A: 0.170 G_A: 0.256 cycle_A: 0.391 idt_A: 0.395 D_B: 0.010 G_B: 1.056 cycle_B: 0.913 idt_B: 0.138 
(epoch: 25, iters: 692, time: 0.128, data: 0.001) D_A: 0.064 G_A: 0.692 cycle_A: 0.838 idt_A: 0.303 D_B: 0.010 G_B: 0.969 cycle_B: 0.701 idt_B: 0.279 
(epoch: 26, iters: 100, time: 0.293, data: 28.234) D_A: 0.147 G_A: 0.235 cycle_A: 0.588 idt_A: 0.415 D_B: 0.006 G_B: 1.035 cycle_B: 0.974 idt_B: 0.229 
(epoch: 26, iters: 200, time: 0.294, data: 0.001) D_A: 0.200 G_A: 0.382 cycle_A: 0.407 idt_A: 0.412 D_B: 0.005 G_B: 1.041 cycle_B: 1.016 idt_B: 0.155 
(epoch: 26, iters: 300, time: 0.387, data: 0.001) D_A: 0.226 G_A: 0.566 cycle_A: 0.461 idt_A: 0.435 D_B: 0.007 G_B: 0.930 cycle_B: 1.027 idt_B: 0.154 
(epoch: 26, iters: 400, time: 0.293, data: 0.002) D_A: 0.189 G_A: 0.296 cycle_A: 0.470 idt_A: 0.379 D_B: 0.010 G_B: 1.099 cycle_B: 0.918 idt_B: 0.185 
(epoch: 26, iters: 500, time: 0.294, data: 0.002) D_A: 0.239 G_A: 0.165 cycle_A: 0.496 idt_A: 0.355 D_B: 0.012 G_B: 0.981 cycle_B: 0.903 idt_B: 0.195 
(epoch: 26, iters: 600, time: 0.293, data: 0.002) D_A: 0.195 G_A: 0.315 cycle_A: 0.450 idt_A: 0.347 D_B: 0.011 G_B: 1.016 cycle_B: 0.871 idt_B: 0.185 
(epoch: 27, iters: 8, time: 0.356, data: 0.001) D_A: 0.598 G_A: 1.320 cycle_A: 0.431 idt_A: 0.421 D_B: 0.008 G_B: 1.050 cycle_B: 0.978 idt_B: 0.154 
(epoch: 27, iters: 108, time: 0.295, data: 0.002) D_A: 0.094 G_A: 0.584 cycle_A: 1.085 idt_A: 0.451 D_B: 0.004 G_B: 1.026 cycle_B: 1.049 idt_B: 0.218 
(epoch: 27, iters: 208, time: 0.294, data: 0.001) D_A: 0.231 G_A: 0.129 cycle_A: 0.393 idt_A: 0.384 D_B: 0.005 G_B: 0.996 cycle_B: 0.859 idt_B: 0.148 
(epoch: 27, iters: 308, time: 0.296, data: 0.002) D_A: 0.166 G_A: 0.430 cycle_A: 0.443 idt_A: 0.397 D_B: 0.011 G_B: 1.003 cycle_B: 0.983 idt_B: 0.167 
(epoch: 27, iters: 408, time: 0.294, data: 0.002) D_A: 0.259 G_A: 0.100 cycle_A: 0.466 idt_A: 0.355 D_B: 0.003 G_B: 0.998 cycle_B: 0.816 idt_B: 0.187 
(epoch: 27, iters: 508, time: 0.293, data: 0.002) D_A: 0.175 G_A: 0.345 cycle_A: 0.418 idt_A: 0.383 D_B: 0.013 G_B: 0.960 cycle_B: 0.884 idt_B: 0.145 
(epoch: 27, iters: 608, time: 0.293, data: 0.002) D_A: 0.245 G_A: 0.049 cycle_A: 0.447 idt_A: 0.332 D_B: 0.003 G_B: 0.947 cycle_B: 0.782 idt_B: 0.153 
(epoch: 28, iters: 16, time: 0.267, data: 0.001) D_A: 0.231 G_A: 0.257 cycle_A: 0.354 idt_A: 0.351 D_B: 0.003 G_B: 0.942 cycle_B: 0.863 idt_B: 0.143 
(epoch: 28, iters: 116, time: 0.402, data: 0.003) D_A: 0.087 G_A: 0.306 cycle_A: 0.369 idt_A: 0.344 D_B: 0.010 G_B: 0.985 cycle_B: 0.836 idt_B: 0.153 
(epoch: 28, iters: 216, time: 0.294, data: 0.001) D_A: 0.244 G_A: 0.365 cycle_A: 0.420 idt_A: 0.364 D_B: 0.006 G_B: 0.946 cycle_B: 0.859 idt_B: 0.161 
(epoch: 28, iters: 316, time: 0.293, data: 0.001) D_A: 0.219 G_A: 0.414 cycle_A: 0.438 idt_A: 0.350 D_B: 0.004 G_B: 0.993 cycle_B: 0.745 idt_B: 0.146 
(epoch: 28, iters: 416, time: 0.294, data: 0.002) D_A: 0.236 G_A: 0.443 cycle_A: 0.548 idt_A: 0.361 D_B: 0.006 G_B: 0.988 cycle_B: 0.826 idt_B: 0.229 
(epoch: 28, iters: 516, time: 0.293, data: 0.002) D_A: 0.166 G_A: 0.098 cycle_A: 0.519 idt_A: 0.317 D_B: 0.270 G_B: 0.315 cycle_B: 0.772 idt_B: 0.164 
(epoch: 28, iters: 616, time: 0.292, data: 0.001) D_A: 0.156 G_A: 0.295 cycle_A: 0.360 idt_A: 0.372 D_B: 0.127 G_B: 0.847 cycle_B: 0.864 idt_B: 0.125 
(epoch: 29, iters: 24, time: 0.269, data: 0.002) D_A: 0.211 G_A: 0.187 cycle_A: 0.432 idt_A: 0.362 D_B: 0.054 G_B: 1.197 cycle_B: 0.914 idt_B: 0.130 
(epoch: 29, iters: 124, time: 0.293, data: 0.002) D_A: 0.178 G_A: 0.205 cycle_A: 0.346 idt_A: 0.388 D_B: 0.014 G_B: 1.304 cycle_B: 0.937 idt_B: 0.133 
(epoch: 29, iters: 224, time: 0.411, data: 0.003) D_A: 0.156 G_A: 0.237 cycle_A: 0.452 idt_A: 0.349 D_B: 0.007 G_B: 0.970 cycle_B: 0.854 idt_B: 0.181 
(epoch: 29, iters: 324, time: 0.294, data: 0.002) D_A: 0.235 G_A: 0.400 cycle_A: 0.478 idt_A: 0.319 D_B: 0.009 G_B: 1.135 cycle_B: 0.930 idt_B: 0.183 
(epoch: 29, iters: 424, time: 0.293, data: 0.002) D_A: 0.153 G_A: 0.316 cycle_A: 0.394 idt_A: 0.374 D_B: 0.007 G_B: 0.991 cycle_B: 0.875 idt_B: 0.147 
(epoch: 29, iters: 524, time: 0.295, data: 0.002) D_A: 0.130 G_A: 0.484 cycle_A: 0.470 idt_A: 0.369 D_B: 0.006 G_B: 0.929 cycle_B: 0.890 idt_B: 0.138 
(epoch: 29, iters: 624, time: 0.389, data: 0.002) D_A: 0.277 G_A: 0.547 cycle_A: 0.383 idt_A: 0.332 D_B: 0.010 G_B: 0.825 cycle_B: 0.774 idt_B: 0.123 
(epoch: 30, iters: 32, time: 0.269, data: 0.001) D_A: 0.303 G_A: 0.424 cycle_A: 0.428 idt_A: 0.324 D_B: 0.007 G_B: 0.932 cycle_B: 0.803 idt_B: 0.167 
(epoch: 30, iters: 132, time: 0.293, data: 0.002) D_A: 0.245 G_A: 0.116 cycle_A: 0.333 idt_A: 0.328 D_B: 0.009 G_B: 0.995 cycle_B: 0.755 idt_B: 0.119 
(epoch: 30, iters: 232, time: 0.296, data: 0.002) D_A: 0.198 G_A: 0.258 cycle_A: 0.483 idt_A: 0.354 D_B: 0.025 G_B: 1.293 cycle_B: 0.845 idt_B: 0.203 
(epoch: 30, iters: 332, time: 0.404, data: 0.002) D_A: 0.230 G_A: 0.321 cycle_A: 0.402 idt_A: 0.338 D_B: 0.005 G_B: 0.933 cycle_B: 0.819 idt_B: 0.116 
(epoch: 30, iters: 432, time: 0.294, data: 0.002) D_A: 0.165 G_A: 0.262 cycle_A: 0.364 idt_A: 0.356 D_B: 0.012 G_B: 1.175 cycle_B: 0.822 idt_B: 0.122 
(epoch: 30, iters: 532, time: 0.294, data: 0.003) D_A: 0.224 G_A: 0.497 cycle_A: 0.400 idt_A: 0.351 D_B: 0.005 G_B: 0.925 cycle_B: 0.821 idt_B: 0.151 
(epoch: 30, iters: 632, time: 0.294, data: 0.001) D_A: 0.215 G_A: 0.264 cycle_A: 0.409 idt_A: 0.339 D_B: 0.003 G_B: 0.978 cycle_B: 0.784 idt_B: 0.154 
(epoch: 31, iters: 40, time: 0.376, data: 0.002) D_A: 0.292 G_A: 0.330 cycle_A: 0.378 idt_A: 0.353 D_B: 0.002 G_B: 0.999 cycle_B: 0.819 idt_B: 0.113 
(epoch: 31, iters: 140, time: 0.293, data: 0.001) D_A: 0.186 G_A: 0.454 cycle_A: 0.356 idt_A: 0.316 D_B: 0.077 G_B: 0.768 cycle_B: 0.735 idt_B: 0.122 
(epoch: 31, iters: 240, time: 0.294, data: 0.002) D_A: 0.141 G_A: 0.370 cycle_A: 0.329 idt_A: 0.324 D_B: 0.006 G_B: 0.945 cycle_B: 0.754 idt_B: 0.120 
(epoch: 31, iters: 340, time: 0.293, data: 0.003) D_A: 0.172 G_A: 0.195 cycle_A: 0.524 idt_A: 0.347 D_B: 0.019 G_B: 1.144 cycle_B: 0.833 idt_B: 0.188 
(epoch: 31, iters: 440, time: 0.294, data: 0.002) D_A: 0.163 G_A: 0.456 cycle_A: 0.369 idt_A: 0.336 D_B: 0.004 G_B: 1.013 cycle_B: 0.790 idt_B: 0.120 
(epoch: 31, iters: 540, time: 0.294, data: 0.002) D_A: 0.305 G_A: 0.097 cycle_A: 0.309 idt_A: 0.358 D_B: 0.004 G_B: 0.966 cycle_B: 0.845 idt_B: 0.112 
(epoch: 31, iters: 640, time: 0.294, data: 0.002) D_A: 0.232 G_A: 0.695 cycle_A: 0.367 idt_A: 0.380 D_B: 0.008 G_B: 1.021 cycle_B: 0.911 idt_B: 0.117 
(epoch: 32, iters: 48, time: 0.270, data: 0.003) D_A: 0.108 G_A: 0.474 cycle_A: 0.414 idt_A: 0.354 D_B: 0.009 G_B: 1.177 cycle_B: 0.875 idt_B: 0.133 
(epoch: 32, iters: 148, time: 0.403, data: 0.001) D_A: 0.236 G_A: 0.112 cycle_A: 0.353 idt_A: 0.362 D_B: 0.003 G_B: 0.785 cycle_B: 0.830 idt_B: 0.113 
(epoch: 32, iters: 248, time: 0.296, data: 0.002) D_A: 0.146 G_A: 0.235 cycle_A: 0.344 idt_A: 0.365 D_B: 0.004 G_B: 0.981 cycle_B: 0.839 idt_B: 0.127 
(epoch: 32, iters: 348, time: 0.294, data: 0.001) D_A: 0.154 G_A: 0.335 cycle_A: 0.409 idt_A: 0.352 D_B: 0.004 G_B: 0.958 cycle_B: 0.822 idt_B: 0.133 
(epoch: 32, iters: 448, time: 0.293, data: 0.002) D_A: 0.208 G_A: 0.184 cycle_A: 0.324 idt_A: 0.302 D_B: 0.003 G_B: 0.965 cycle_B: 0.752 idt_B: 0.111 
(epoch: 32, iters: 548, time: 0.424, data: 0.003) D_A: 0.130 G_A: 0.331 cycle_A: 0.412 idt_A: 0.348 D_B: 0.004 G_B: 0.956 cycle_B: 0.848 idt_B: 0.137 
(epoch: 32, iters: 648, time: 0.294, data: 0.002) D_A: 0.242 G_A: 0.204 cycle_A: 0.389 idt_A: 0.308 D_B: 0.010 G_B: 1.019 cycle_B: 0.708 idt_B: 0.127 
(epoch: 33, iters: 56, time: 0.273, data: 0.002) D_A: 0.232 G_A: 0.408 cycle_A: 0.478 idt_A: 0.352 D_B: 0.005 G_B: 1.022 cycle_B: 0.820 idt_B: 0.145 
(epoch: 33, iters: 156, time: 0.295, data: 0.002) D_A: 0.268 G_A: 0.214 cycle_A: 0.362 idt_A: 0.352 D_B: 0.008 G_B: 1.036 cycle_B: 0.835 idt_B: 0.128 
(epoch: 33, iters: 256, time: 0.410, data: 0.003) D_A: 0.167 G_A: 0.487 cycle_A: 0.375 idt_A: 0.295 D_B: 0.003 G_B: 0.957 cycle_B: 0.733 idt_B: 0.113 
(epoch: 33, iters: 356, time: 0.296, data: 0.003) D_A: 0.369 G_A: 0.032 cycle_A: 0.381 idt_A: 0.323 D_B: 0.003 G_B: 0.953 cycle_B: 0.771 idt_B: 0.108 
(epoch: 33, iters: 456, time: 0.304, data: 0.002) D_A: 0.215 G_A: 0.363 cycle_A: 0.401 idt_A: 0.336 D_B: 0.030 G_B: 0.451 cycle_B: 0.799 idt_B: 0.111 
(epoch: 33, iters: 556, time: 0.300, data: 0.002) D_A: 0.238 G_A: 0.198 cycle_A: 0.366 idt_A: 0.336 D_B: 0.011 G_B: 1.139 cycle_B: 0.780 idt_B: 0.126 
(epoch: 33, iters: 656, time: 0.294, data: 0.003) D_A: 0.317 G_A: 0.097 cycle_A: 0.342 idt_A: 0.328 D_B: 0.008 G_B: 0.930 cycle_B: 0.748 idt_B: 0.122 
(epoch: 34, iters: 64, time: 0.270, data: 0.002) D_A: 0.228 G_A: 0.530 cycle_A: 0.379 idt_A: 0.305 D_B: 0.006 G_B: 0.989 cycle_B: 0.771 idt_B: 0.114 
(epoch: 34, iters: 164, time: 0.295, data: 0.002) D_A: 0.259 G_A: 0.176 cycle_A: 0.322 idt_A: 0.311 D_B: 0.004 G_B: 0.976 cycle_B: 0.717 idt_B: 0.126 
(epoch: 34, iters: 264, time: 0.295, data: 0.001) D_A: 0.206 G_A: 0.282 cycle_A: 0.319 idt_A: 0.340 D_B: 0.002 G_B: 1.012 cycle_B: 0.783 idt_B: 0.114 
(epoch: 34, iters: 364, time: 0.413, data: 0.003) D_A: 0.169 G_A: 0.359 cycle_A: 0.343 idt_A: 0.318 D_B: 0.002 G_B: 0.957 cycle_B: 0.771 idt_B: 0.112 
(epoch: 34, iters: 464, time: 0.297, data: 0.003) D_A: 0.123 G_A: 0.354 cycle_A: 0.354 idt_A: 0.358 D_B: 0.006 G_B: 0.977 cycle_B: 0.831 idt_B: 0.121 
(epoch: 34, iters: 564, time: 0.301, data: 0.003) D_A: 0.209 G_A: 0.221 cycle_A: 0.416 idt_A: 0.349 D_B: 0.009 G_B: 0.987 cycle_B: 0.799 idt_B: 0.126 
(epoch: 34, iters: 664, time: 0.299, data: 0.002) D_A: 0.433 G_A: 0.086 cycle_A: 0.378 idt_A: 0.321 D_B: 0.002 G_B: 1.027 cycle_B: 0.768 idt_B: 0.130 
(epoch: 35, iters: 72, time: 0.449, data: 0.004) D_A: 0.172 G_A: 0.191 cycle_A: 0.509 idt_A: 0.307 D_B: 0.003 G_B: 1.050 cycle_B: 0.749 idt_B: 0.195 
(epoch: 35, iters: 172, time: 0.296, data: 0.002) D_A: 0.174 G_A: 0.292 cycle_A: 0.346 idt_A: 0.333 D_B: 0.005 G_B: 0.987 cycle_B: 0.796 idt_B: 0.116 
(epoch: 35, iters: 272, time: 0.297, data: 0.002) D_A: 0.070 G_A: 0.658 cycle_A: 0.388 idt_A: 0.296 D_B: 0.003 G_B: 0.950 cycle_B: 0.712 idt_B: 0.154 
(epoch: 35, iters: 372, time: 0.297, data: 0.003) D_A: 0.205 G_A: 0.594 cycle_A: 0.301 idt_A: 0.312 D_B: 0.003 G_B: 0.990 cycle_B: 0.758 idt_B: 0.111 
(epoch: 35, iters: 472, time: 0.419, data: 0.003) D_A: 0.244 G_A: 0.396 cycle_A: 0.335 idt_A: 0.327 D_B: 0.017 G_B: 1.209 cycle_B: 0.742 idt_B: 0.130 
(epoch: 35, iters: 572, time: 0.299, data: 0.002) D_A: 0.268 G_A: 0.300 cycle_A: 0.334 idt_A: 0.339 D_B: 0.017 G_B: 0.981 cycle_B: 0.760 idt_B: 0.123 
(epoch: 35, iters: 672, time: 0.295, data: 0.002) D_A: 0.186 G_A: 0.272 cycle_A: 0.351 idt_A: 0.303 D_B: 0.021 G_B: 0.828 cycle_B: 0.699 idt_B: 0.124 
(epoch: 36, iters: 80, time: 0.275, data: 0.002) D_A: 0.120 G_A: 0.406 cycle_A: 0.344 idt_A: 0.325 D_B: 0.002 G_B: 1.014 cycle_B: 0.737 idt_B: 0.138 
(epoch: 36, iters: 180, time: 0.434, data: 0.002) D_A: 0.215 G_A: 0.344 cycle_A: 0.433 idt_A: 0.326 D_B: 0.003 G_B: 0.990 cycle_B: 0.753 idt_B: 0.140 
(epoch: 36, iters: 280, time: 0.294, data: 0.002) D_A: 0.158 G_A: 0.432 cycle_A: 0.332 idt_A: 0.326 D_B: 0.006 G_B: 0.984 cycle_B: 0.780 idt_B: 0.115 
(epoch: 36, iters: 380, time: 0.293, data: 0.003) D_A: 0.149 G_A: 0.330 cycle_A: 0.400 idt_A: 0.327 D_B: 0.005 G_B: 1.051 cycle_B: 0.760 idt_B: 0.164 
(epoch: 36, iters: 480, time: 0.293, data: 0.002) D_A: 0.137 G_A: 0.539 cycle_A: 0.403 idt_A: 0.355 D_B: 0.004 G_B: 0.911 cycle_B: 0.831 idt_B: 0.110 
(epoch: 36, iters: 580, time: 0.296, data: 0.002) D_A: 0.170 G_A: 0.410 cycle_A: 0.307 idt_A: 0.356 D_B: 0.001 G_B: 0.987 cycle_B: 0.835 idt_B: 0.094 
(epoch: 36, iters: 680, time: 0.294, data: 0.002) D_A: 0.251 G_A: 0.466 cycle_A: 0.325 idt_A: 0.300 D_B: 0.003 G_B: 0.949 cycle_B: 0.714 idt_B: 0.098 
(epoch: 37, iters: 88, time: 0.309, data: 0.001) D_A: 0.203 G_A: 0.188 cycle_A: 0.455 idt_A: 0.297 D_B: 0.002 G_B: 1.005 cycle_B: 0.673 idt_B: 0.162 
(epoch: 37, iters: 188, time: 0.294, data: 0.002) D_A: 0.226 G_A: 0.242 cycle_A: 0.416 idt_A: 0.290 D_B: 0.002 G_B: 1.021 cycle_B: 0.664 idt_B: 0.148 
(epoch: 37, iters: 288, time: 0.414, data: 0.002) D_A: 0.186 G_A: 0.371 cycle_A: 0.431 idt_A: 0.294 D_B: 0.013 G_B: 1.236 cycle_B: 0.753 idt_B: 0.139 
(epoch: 37, iters: 388, time: 0.296, data: 0.002) D_A: 0.248 G_A: 0.451 cycle_A: 0.412 idt_A: 0.329 D_B: 0.005 G_B: 0.938 cycle_B: 0.762 idt_B: 0.131 
(epoch: 37, iters: 488, time: 0.295, data: 0.002) D_A: 0.165 G_A: 0.601 cycle_A: 0.390 idt_A: 0.291 D_B: 0.034 G_B: 1.192 cycle_B: 0.707 idt_B: 0.141 
(epoch: 37, iters: 588, time: 0.296, data: 0.002) D_A: 0.069 G_A: 0.450 cycle_A: 0.345 idt_A: 0.348 D_B: 0.064 G_B: 0.202 cycle_B: 0.834 idt_B: 0.102 
(epoch: 37, iters: 688, time: 0.306, data: 0.002) D_A: 0.144 G_A: 0.264 cycle_A: 0.342 idt_A: 0.324 D_B: 0.041 G_B: 0.972 cycle_B: 0.747 idt_B: 0.102 
(epoch: 38, iters: 96, time: 0.294, data: 0.002) D_A: 0.200 G_A: 0.337 cycle_A: 0.348 idt_A: 0.320 D_B: 0.005 G_B: 0.939 cycle_B: 0.786 idt_B: 0.116 
(epoch: 38, iters: 196, time: 0.298, data: 0.003) D_A: 0.141 G_A: 0.416 cycle_A: 0.318 idt_A: 0.323 D_B: 0.004 G_B: 0.967 cycle_B: 0.713 idt_B: 0.114 
(epoch: 38, iters: 296, time: 0.295, data: 0.004) D_A: 0.164 G_A: 0.322 cycle_A: 0.400 idt_A: 0.279 D_B: 0.003 G_B: 1.030 cycle_B: 0.665 idt_B: 0.135 
(epoch: 38, iters: 396, time: 0.449, data: 0.002) D_A: 0.204 G_A: 0.444 cycle_A: 0.364 idt_A: 0.296 D_B: 0.005 G_B: 0.995 cycle_B: 0.693 idt_B: 0.159 
(epoch: 38, iters: 496, time: 0.296, data: 0.003) D_A: 0.269 G_A: 0.625 cycle_A: 0.319 idt_A: 0.307 D_B: 0.041 G_B: 0.451 cycle_B: 0.725 idt_B: 0.103 
(epoch: 38, iters: 596, time: 0.304, data: 0.001) D_A: 0.216 G_A: 0.556 cycle_A: 0.438 idt_A: 0.279 D_B: 0.003 G_B: 0.948 cycle_B: 0.670 idt_B: 0.152 
(epoch: 39, iters: 4, time: 0.275, data: 0.003) D_A: 0.294 G_A: 0.101 cycle_A: 0.392 idt_A: 0.363 D_B: 0.003 G_B: 1.006 cycle_B: 0.827 idt_B: 0.180 
(epoch: 39, iters: 104, time: 0.406, data: 0.001) D_A: 0.182 G_A: 0.263 cycle_A: 0.356 idt_A: 0.300 D_B: 0.003 G_B: 0.935 cycle_B: 0.677 idt_B: 0.116 
(epoch: 39, iters: 204, time: 0.298, data: 0.001) D_A: 0.167 G_A: 0.255 cycle_A: 0.313 idt_A: 0.353 D_B: 0.002 G_B: 1.006 cycle_B: 0.791 idt_B: 0.107 
(epoch: 39, iters: 304, time: 0.293, data: 0.002) D_A: 0.157 G_A: 0.381 cycle_A: 0.316 idt_A: 0.298 D_B: 0.001 G_B: 1.012 cycle_B: 0.683 idt_B: 0.115 
(epoch: 39, iters: 404, time: 0.295, data: 0.002) D_A: 0.164 G_A: 0.458 cycle_A: 0.375 idt_A: 0.276 D_B: 0.002 G_B: 1.009 cycle_B: 0.646 idt_B: 0.123 
(epoch: 39, iters: 504, time: 0.301, data: 0.002) D_A: 0.223 G_A: 0.540 cycle_A: 0.369 idt_A: 0.294 D_B: 0.001 G_B: 0.986 cycle_B: 0.715 idt_B: 0.115 
(epoch: 39, iters: 604, time: 0.297, data: 0.001) D_A: 0.205 G_A: 0.237 cycle_A: 0.329 idt_A: 0.282 D_B: 0.001 G_B: 0.976 cycle_B: 0.659 idt_B: 0.130 
(epoch: 40, iters: 12, time: 0.270, data: 0.002) D_A: 0.197 G_A: 0.219 cycle_A: 0.334 idt_A: 0.294 D_B: 0.001 G_B: 1.028 cycle_B: 0.675 idt_B: 0.098 
(epoch: 40, iters: 112, time: 0.293, data: 0.002) D_A: 0.132 G_A: 0.426 cycle_A: 0.400 idt_A: 0.323 D_B: 0.006 G_B: 1.056 cycle_B: 0.745 idt_B: 0.166 
(epoch: 40, iters: 212, time: 0.423, data: 0.002) D_A: 0.238 G_A: 0.296 cycle_A: 0.324 idt_A: 0.314 D_B: 0.006 G_B: 0.924 cycle_B: 0.731 idt_B: 0.107 
(epoch: 40, iters: 312, time: 0.294, data: 0.002) D_A: 0.255 G_A: 0.692 cycle_A: 0.344 idt_A: 0.293 D_B: 0.002 G_B: 1.000 cycle_B: 0.656 idt_B: 0.124 
(epoch: 40, iters: 412, time: 0.293, data: 0.002) D_A: 0.222 G_A: 0.531 cycle_A: 0.329 idt_A: 0.315 D_B: 0.002 G_B: 0.996 cycle_B: 0.774 idt_B: 0.106 
(epoch: 40, iters: 512, time: 0.294, data: 0.003) D_A: 0.240 G_A: 0.453 cycle_A: 0.308 idt_A: 0.299 D_B: 0.001 G_B: 0.996 cycle_B: 0.684 idt_B: 0.102 
(epoch: 40, iters: 612, time: 0.293, data: 0.003) D_A: 0.318 G_A: 0.621 cycle_A: 0.328 idt_A: 0.283 D_B: 0.006 G_B: 0.862 cycle_B: 0.666 idt_B: 0.107 
(epoch: 41, iters: 20, time: 0.268, data: 0.002) D_A: 0.302 G_A: 0.682 cycle_A: 0.407 idt_A: 0.313 D_B: 0.007 G_B: 1.022 cycle_B: 0.740 idt_B: 0.160 
(epoch: 41, iters: 120, time: 0.293, data: 0.002) D_A: 0.084 G_A: 0.448 cycle_A: 0.393 idt_A: 0.322 D_B: 0.012 G_B: 0.764 cycle_B: 0.766 idt_B: 0.126 
(epoch: 41, iters: 220, time: 0.299, data: 0.002) D_A: 0.215 G_A: 0.364 cycle_A: 0.322 idt_A: 0.306 D_B: 0.010 G_B: 0.844 cycle_B: 0.704 idt_B: 0.110 
(epoch: 41, iters: 320, time: 0.446, data: 0.002) D_A: 0.157 G_A: 0.572 cycle_A: 0.321 idt_A: 0.285 D_B: 0.006 G_B: 1.067 cycle_B: 0.673 idt_B: 0.119 
(epoch: 41, iters: 420, time: 0.296, data: 0.002) D_A: 0.217 G_A: 0.290 cycle_A: 0.331 idt_A: 0.280 D_B: 0.002 G_B: 1.024 cycle_B: 0.649 idt_B: 0.107 
(epoch: 41, iters: 520, time: 0.299, data: 0.002) D_A: 0.167 G_A: 0.340 cycle_A: 0.379 idt_A: 0.283 D_B: 0.004 G_B: 0.953 cycle_B: 0.647 idt_B: 0.162 
(epoch: 41, iters: 620, time: 0.295, data: 0.002) D_A: 0.216 G_A: 0.197 cycle_A: 0.361 idt_A: 0.306 D_B: 0.002 G_B: 0.975 cycle_B: 0.717 idt_B: 0.134 
(epoch: 42, iters: 28, time: 0.390, data: 0.002) D_A: 0.155 G_A: 0.496 cycle_A: 0.331 idt_A: 0.288 D_B: 0.003 G_B: 0.961 cycle_B: 0.703 idt_B: 0.110 
(epoch: 42, iters: 128, time: 0.298, data: 0.002) D_A: 0.268 G_A: 0.137 cycle_A: 0.358 idt_A: 0.323 D_B: 0.004 G_B: 1.039 cycle_B: 0.784 idt_B: 0.140 
(epoch: 42, iters: 228, time: 0.295, data: 0.003) D_A: 0.247 G_A: 0.119 cycle_A: 0.294 idt_A: 0.319 D_B: 0.002 G_B: 1.001 cycle_B: 0.734 idt_B: 0.095 
(epoch: 42, iters: 328, time: 0.294, data: 0.002) D_A: 0.114 G_A: 0.293 cycle_A: 0.342 idt_A: 0.281 D_B: 0.002 G_B: 1.026 cycle_B: 0.665 idt_B: 0.101 
(epoch: 42, iters: 428, time: 0.296, data: 0.003) D_A: 0.267 G_A: 0.159 cycle_A: 0.316 idt_A: 0.284 D_B: 0.002 G_B: 0.993 cycle_B: 0.683 idt_B: 0.101 
(epoch: 42, iters: 528, time: 0.294, data: 0.002) D_A: 0.211 G_A: 0.309 cycle_A: 0.295 idt_A: 0.270 D_B: 0.002 G_B: 0.950 cycle_B: 0.625 idt_B: 0.104 
(epoch: 42, iters: 628, time: 0.293, data: 0.002) D_A: 0.173 G_A: 0.387 cycle_A: 0.317 idt_A: 0.309 D_B: 0.001 G_B: 0.998 cycle_B: 0.693 idt_B: 0.124 
(epoch: 43, iters: 36, time: 0.271, data: 0.002) D_A: 0.163 G_A: 0.291 cycle_A: 0.398 idt_A: 0.303 D_B: 0.002 G_B: 0.984 cycle_B: 0.674 idt_B: 0.164 
(epoch: 43, iters: 136, time: 0.412, data: 0.002) D_A: 0.192 G_A: 0.299 cycle_A: 0.305 idt_A: 0.313 D_B: 0.001 G_B: 1.008 cycle_B: 0.714 idt_B: 0.111 
(epoch: 43, iters: 236, time: 0.294, data: 0.003) D_A: 0.204 G_A: 0.458 cycle_A: 0.384 idt_A: 0.304 D_B: 0.009 G_B: 1.090 cycle_B: 0.704 idt_B: 0.130 
(epoch: 43, iters: 336, time: 0.294, data: 0.002) D_A: 0.256 G_A: 0.584 cycle_A: 0.374 idt_A: 0.264 D_B: 0.001 G_B: 0.992 cycle_B: 0.604 idt_B: 0.127 
(epoch: 43, iters: 436, time: 0.297, data: 0.002) D_A: 0.195 G_A: 0.211 cycle_A: 0.332 idt_A: 0.290 D_B: 0.002 G_B: 1.015 cycle_B: 0.673 idt_B: 0.120 
(epoch: 43, iters: 536, time: 0.295, data: 0.003) D_A: 0.154 G_A: 0.322 cycle_A: 0.384 idt_A: 0.263 D_B: 0.003 G_B: 0.978 cycle_B: 0.614 idt_B: 0.138 
(epoch: 43, iters: 636, time: 0.296, data: 0.002) D_A: 0.157 G_A: 0.418 cycle_A: 0.327 idt_A: 0.263 D_B: 0.004 G_B: 0.958 cycle_B: 0.599 idt_B: 0.129 
(epoch: 44, iters: 44, time: 0.269, data: 0.002) D_A: 0.217 G_A: 0.258 cycle_A: 0.361 idt_A: 0.287 D_B: 0.004 G_B: 0.988 cycle_B: 0.682 idt_B: 0.124 
(epoch: 44, iters: 144, time: 0.294, data: 0.003) D_A: 0.091 G_A: 0.359 cycle_A: 0.276 idt_A: 0.283 D_B: 0.003 G_B: 1.025 cycle_B: 0.653 idt_B: 0.090 
(epoch: 44, iters: 244, time: 0.479, data: 0.002) D_A: 0.157 G_A: 0.439 cycle_A: 0.290 idt_A: 0.290 D_B: 0.002 G_B: 1.026 cycle_B: 0.655 idt_B: 0.125 
(epoch: 44, iters: 344, time: 0.307, data: 0.003) D_A: 0.195 G_A: 0.281 cycle_A: 0.306 idt_A: 0.280 D_B: 0.003 G_B: 0.974 cycle_B: 0.636 idt_B: 0.088 
(epoch: 44, iters: 444, time: 0.306, data: 0.003) D_A: 0.174 G_A: 0.379 cycle_A: 0.339 idt_A: 0.289 D_B: 0.002 G_B: 1.037 cycle_B: 0.654 idt_B: 0.112 
(epoch: 44, iters: 544, time: 0.310, data: 0.002) D_A: 0.191 G_A: 0.372 cycle_A: 0.299 idt_A: 0.287 D_B: 0.002 G_B: 0.977 cycle_B: 0.646 idt_B: 0.117 
(epoch: 44, iters: 644, time: 0.300, data: 0.003) D_A: 0.182 G_A: 0.480 cycle_A: 0.331 idt_A: 0.272 D_B: 0.001 G_B: 0.981 cycle_B: 0.623 idt_B: 0.099 
(epoch: 45, iters: 52, time: 0.288, data: 0.002) D_A: 0.131 G_A: 0.560 cycle_A: 0.285 idt_A: 0.292 D_B: 0.001 G_B: 0.998 cycle_B: 0.691 idt_B: 0.102 
(epoch: 45, iters: 152, time: 0.317, data: 0.002) D_A: 0.126 G_A: 0.367 cycle_A: 0.288 idt_A: 0.268 D_B: 0.001 G_B: 0.977 cycle_B: 0.628 idt_B: 0.105 
(epoch: 45, iters: 252, time: 0.311, data: 0.003) D_A: 0.159 G_A: 0.429 cycle_A: 0.292 idt_A: 0.301 D_B: 0.002 G_B: 1.018 cycle_B: 0.708 idt_B: 0.086 
(epoch: 45, iters: 352, time: 0.515, data: 0.003) D_A: 0.223 G_A: 0.285 cycle_A: 0.320 idt_A: 0.268 D_B: 0.002 G_B: 0.999 cycle_B: 0.646 idt_B: 0.102 
(epoch: 45, iters: 452, time: 0.297, data: 0.002) D_A: 0.114 G_A: 0.348 cycle_A: 0.278 idt_A: 0.293 D_B: 0.001 G_B: 0.965 cycle_B: 0.662 idt_B: 0.085 
(epoch: 45, iters: 552, time: 0.303, data: 0.003) D_A: 0.233 G_A: 0.285 cycle_A: 0.280 idt_A: 0.275 D_B: 0.001 G_B: 0.990 cycle_B: 0.650 idt_B: 0.105 
(epoch: 45, iters: 652, time: 0.302, data: 0.003) D_A: 0.231 G_A: 0.284 cycle_A: 0.322 idt_A: 0.256 D_B: 0.001 G_B: 0.980 cycle_B: 0.580 idt_B: 0.089 
(epoch: 46, iters: 60, time: 0.407, data: 0.002) D_A: 0.213 G_A: 0.321 cycle_A: 0.283 idt_A: 0.253 D_B: 0.015 G_B: 0.872 cycle_B: 0.614 idt_B: 0.097 
(epoch: 46, iters: 160, time: 0.302, data: 0.003) D_A: 0.070 G_A: 0.327 cycle_A: 0.288 idt_A: 0.271 D_B: 0.016 G_B: 0.790 cycle_B: 0.643 idt_B: 0.097 
(epoch: 46, iters: 260, time: 0.303, data: 0.003) D_A: 0.180 G_A: 0.442 cycle_A: 0.277 idt_A: 0.271 D_B: 0.005 G_B: 1.049 cycle_B: 0.601 idt_B: 0.096 
(epoch: 46, iters: 360, time: 0.304, data: 0.003) D_A: 0.227 G_A: 0.261 cycle_A: 0.319 idt_A: 0.257 D_B: 0.006 G_B: 1.024 cycle_B: 0.594 idt_B: 0.113 
(epoch: 46, iters: 460, time: 0.304, data: 0.002) D_A: 0.271 G_A: 0.693 cycle_A: 0.272 idt_A: 0.262 D_B: 0.002 G_B: 0.970 cycle_B: 0.612 idt_B: 0.095 
(epoch: 46, iters: 560, time: 0.301, data: 0.002) D_A: 0.209 G_A: 0.324 cycle_A: 0.321 idt_A: 0.263 D_B: 0.002 G_B: 1.021 cycle_B: 0.617 idt_B: 0.115 
(epoch: 46, iters: 660, time: 0.305, data: 0.002) D_A: 0.257 G_A: 0.341 cycle_A: 0.275 idt_A: 0.274 D_B: 0.002 G_B: 1.008 cycle_B: 0.630 idt_B: 0.090 
(epoch: 47, iters: 68, time: 0.274, data: 0.002) D_A: 0.197 G_A: 0.293 cycle_A: 0.271 idt_A: 0.272 D_B: 0.001 G_B: 0.999 cycle_B: 0.619 idt_B: 0.092 
(epoch: 47, iters: 168, time: 0.439, data: 0.002) D_A: 0.251 G_A: 0.348 cycle_A: 0.265 idt_A: 0.269 D_B: 0.001 G_B: 0.978 cycle_B: 0.618 idt_B: 0.086 
(epoch: 47, iters: 268, time: 0.303, data: 0.002) D_A: 0.080 G_A: 0.359 cycle_A: 0.249 idt_A: 0.290 D_B: 0.001 G_B: 1.002 cycle_B: 0.663 idt_B: 0.081 
(epoch: 47, iters: 368, time: 0.311, data: 0.002) D_A: 0.230 G_A: 0.347 cycle_A: 0.312 idt_A: 0.238 D_B: 0.001 G_B: 0.996 cycle_B: 0.543 idt_B: 0.106 
(epoch: 47, iters: 468, time: 0.301, data: 0.002) D_A: 0.205 G_A: 0.330 cycle_A: 0.276 idt_A: 0.285 D_B: 0.002 G_B: 0.988 cycle_B: 0.643 idt_B: 0.095 
(epoch: 47, iters: 568, time: 0.307, data: 0.002) D_A: 0.143 G_A: 0.439 cycle_A: 0.332 idt_A: 0.265 D_B: 0.001 G_B: 0.994 cycle_B: 0.611 idt_B: 0.140 
(epoch: 47, iters: 668, time: 0.304, data: 0.002) D_A: 0.094 G_A: 0.343 cycle_A: 0.294 idt_A: 0.285 D_B: 0.002 G_B: 1.025 cycle_B: 0.642 idt_B: 0.116 
(epoch: 48, iters: 76, time: 0.294, data: 0.003) D_A: 0.215 G_A: 0.349 cycle_A: 0.298 idt_A: 0.263 D_B: 0.002 G_B: 0.977 cycle_B: 0.589 idt_B: 0.110 
(epoch: 48, iters: 176, time: 0.308, data: 0.002) D_A: 0.214 G_A: 0.346 cycle_A: 0.353 idt_A: 0.268 D_B: 0.014 G_B: 1.076 cycle_B: 0.634 idt_B: 0.112 
(epoch: 48, iters: 276, time: 0.445, data: 0.002) D_A: 0.212 G_A: 0.328 cycle_A: 0.320 idt_A: 0.269 D_B: 0.043 G_B: 0.786 cycle_B: 0.644 idt_B: 0.109 
(epoch: 48, iters: 376, time: 0.309, data: 0.001) D_A: 0.137 G_A: 0.383 cycle_A: 0.309 idt_A: 0.263 D_B: 0.134 G_B: 0.474 cycle_B: 0.623 idt_B: 0.120 
(epoch: 48, iters: 476, time: 0.300, data: 0.002) D_A: 0.129 G_A: 0.434 cycle_A: 0.334 idt_A: 0.250 D_B: 0.089 G_B: 0.878 cycle_B: 0.598 idt_B: 0.124 
(epoch: 48, iters: 576, time: 0.303, data: 0.002) D_A: 0.186 G_A: 0.403 cycle_A: 0.267 idt_A: 0.275 D_B: 0.118 G_B: 0.346 cycle_B: 0.644 idt_B: 0.089 
(epoch: 48, iters: 676, time: 0.317, data: 0.002) D_A: 0.211 G_A: 0.407 cycle_A: 0.316 idt_A: 0.281 D_B: 0.099 G_B: 0.300 cycle_B: 0.677 idt_B: 0.126 
(epoch: 49, iters: 84, time: 0.309, data: 0.002) D_A: 0.186 G_A: 0.343 cycle_A: 0.329 idt_A: 0.279 D_B: 0.104 G_B: 0.471 cycle_B: 0.659 idt_B: 0.118 
(epoch: 49, iters: 184, time: 0.309, data: 0.003) D_A: 0.171 G_A: 0.315 cycle_A: 0.289 idt_A: 0.240 D_B: 0.123 G_B: 0.496 cycle_B: 0.591 idt_B: 0.097 
(epoch: 49, iters: 284, time: 0.313, data: 0.003) D_A: 0.195 G_A: 0.243 cycle_A: 0.290 idt_A: 0.326 D_B: 0.074 G_B: 0.591 cycle_B: 0.759 idt_B: 0.098 
(epoch: 49, iters: 384, time: 0.440, data: 0.003) D_A: 0.269 G_A: 0.480 cycle_A: 0.308 idt_A: 0.300 D_B: 0.142 G_B: 0.386 cycle_B: 0.721 idt_B: 0.108 
(epoch: 49, iters: 484, time: 0.307, data: 0.002) D_A: 0.269 G_A: 0.424 cycle_A: 0.265 idt_A: 0.254 D_B: 0.070 G_B: 0.652 cycle_B: 0.629 idt_B: 0.093 
(epoch: 49, iters: 584, time: 0.314, data: 0.001) D_A: 0.204 G_A: 0.281 cycle_A: 0.306 idt_A: 0.278 D_B: 0.106 G_B: 0.556 cycle_B: 0.674 idt_B: 0.101 
(epoch: 49, iters: 684, time: 0.294, data: 0.002) D_A: 0.189 G_A: 0.323 cycle_A: 0.246 idt_A: 0.267 D_B: 0.167 G_B: 0.545 cycle_B: 0.663 idt_B: 0.084 
(epoch: 50, iters: 92, time: 0.442, data: 0.002) D_A: 0.187 G_A: 0.394 cycle_A: 0.294 idt_A: 0.284 D_B: 0.181 G_B: 0.233 cycle_B: 0.693 idt_B: 0.109 
(epoch: 50, iters: 192, time: 0.305, data: 0.003) D_A: 0.212 G_A: 0.418 cycle_A: 0.270 idt_A: 0.281 D_B: 0.131 G_B: 0.425 cycle_B: 0.713 idt_B: 0.093 
(epoch: 50, iters: 292, time: 0.308, data: 0.003) D_A: 0.135 G_A: 0.383 cycle_A: 0.304 idt_A: 0.266 D_B: 0.143 G_B: 0.313 cycle_B: 0.650 idt_B: 0.099 
(epoch: 50, iters: 392, time: 0.306, data: 0.002) D_A: 0.233 G_A: 0.343 cycle_A: 0.348 idt_A: 0.303 D_B: 0.177 G_B: 0.554 cycle_B: 0.717 idt_B: 0.130 
(epoch: 50, iters: 492, time: 0.305, data: 0.003) D_A: 0.153 G_A: 0.447 cycle_A: 0.281 idt_A: 0.281 D_B: 0.118 G_B: 0.448 cycle_B: 0.685 idt_B: 0.101 
(epoch: 50, iters: 592, time: 0.306, data: 0.002) D_A: 0.172 G_A: 0.358 cycle_A: 0.300 idt_A: 0.273 D_B: 0.183 G_B: 0.325 cycle_B: 0.663 idt_B: 0.100 
(epoch: 50, iters: 692, time: 0.141, data: 0.002) D_A: 0.114 G_A: 0.346 cycle_A: 0.400 idt_A: 0.243 D_B: 0.140 G_B: 0.324 cycle_B: 0.610 idt_B: 0.143