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+2025-04-27 18:37:46,497 - train - INFO - Epoch: 4 | Train Loss: 1.783 | Train Acc: 33.50% | Test Loss: 1.722 | Test Acc: 38.62% +2025-04-27 18:38:01,763 - train - INFO - Epoch: 5 | Train Loss: 1.761 | Train Acc: 34.92% | Test Loss: 1.666 | Test Acc: 40.14% +2025-04-27 18:38:13,421 - train - INFO - Epoch: 6 | Train Loss: 1.739 | Train Acc: 36.18% | Test Loss: 1.643 | Test Acc: 40.79% +2025-04-27 18:38:31,172 - train - INFO - Epoch: 7 | Train Loss: 1.589 | Train Acc: 42.76% | Test Loss: 1.592 | Test Acc: 42.68% +2025-04-27 18:38:43,680 - train - INFO - Epoch: 8 | Train Loss: 1.526 | Train Acc: 45.03% | Test Loss: 1.643 | Test Acc: 40.85% +2025-04-27 18:39:01,582 - train - INFO - Epoch: 9 | Train Loss: 1.512 | Train Acc: 46.15% | Test Loss: 1.628 | Test Acc: 41.73% +2025-04-27 18:39:14,473 - train - INFO - Epoch: 10 | Train Loss: 1.490 | Train Acc: 46.92% | Test Loss: 1.532 | Test Acc: 46.86% +2025-04-27 18:39:31,908 - train - INFO - Epoch: 11 | Train Loss: 1.459 | Train Acc: 47.99% | Test Loss: 1.511 | Test Acc: 44.62% +2025-04-27 18:39:44,435 - train - INFO - Epoch: 12 | Train Loss: 1.434 | Train Acc: 48.88% | Test Loss: 1.490 | Test Acc: 47.56% +2025-04-27 18:40:01,792 - train - INFO - Epoch: 13 | Train Loss: 1.403 | Train Acc: 49.83% | Test Loss: 1.540 | Test Acc: 45.61% +2025-04-27 18:40:15,636 - train - INFO - Epoch: 14 | Train Loss: 1.405 | Train Acc: 50.03% | Test Loss: 1.588 | Test Acc: 42.41% +2025-04-27 18:40:34,114 - train - INFO - Epoch: 15 | Train Loss: 1.383 | Train Acc: 50.80% | Test Loss: 1.510 | Test Acc: 47.98% +2025-04-27 18:40:48,500 - train - INFO - Epoch: 16 | Train Loss: 1.360 | Train Acc: 51.70% | Test Loss: 1.449 | Test Acc: 49.07% +2025-04-27 18:41:08,124 - train - INFO - Epoch: 17 | Train Loss: 1.347 | Train Acc: 52.12% | Test Loss: 1.493 | Test Acc: 48.10% +2025-04-27 18:41:22,444 - train - INFO - Epoch: 18 | Train Loss: 1.318 | Train Acc: 53.31% | Test Loss: 1.401 | Test Acc: 51.13% +2025-04-27 18:41:42,079 - train - INFO - Epoch: 19 | Train Loss: 1.291 | Train Acc: 54.29% | Test Loss: 1.417 | Test Acc: 50.37% +2025-04-27 18:41:56,670 - train - INFO - Epoch: 20 | Train Loss: 1.272 | Train Acc: 54.93% | Test Loss: 1.423 | Test Acc: 50.32% +2025-04-27 18:42:16,445 - train - INFO - Epoch: 21 | Train Loss: 1.234 | Train Acc: 56.18% | Test Loss: 1.399 | Test Acc: 51.68% +2025-04-27 18:42:30,881 - train - INFO - Epoch: 22 | Train Loss: 1.204 | Train Acc: 57.41% | Test Loss: 1.378 | Test Acc: 51.79% +2025-04-27 18:42:49,990 - train - INFO - Epoch: 23 | Train Loss: 1.177 | Train Acc: 58.24% | Test Loss: 1.398 | Test Acc: 52.15% +2025-04-27 18:43:03,785 - train - INFO - Epoch: 24 | Train Loss: 1.165 | Train Acc: 58.72% | Test Loss: 1.392 | Test Acc: 52.18% +2025-04-27 18:43:23,688 - train - INFO - Epoch: 25 | Train Loss: 1.116 | Train Acc: 60.35% | Test Loss: 1.391 | Test Acc: 52.37% +2025-04-27 18:43:38,030 - train - INFO - Epoch: 26 | Train Loss: 1.098 | Train Acc: 60.90% | Test Loss: 1.295 | Test Acc: 53.93% +2025-04-27 18:43:57,745 - train - INFO - Epoch: 27 | Train Loss: 1.049 | Train Acc: 62.65% | Test Loss: 1.352 | Test Acc: 54.45% +2025-04-27 18:44:12,107 - train - INFO - Epoch: 28 | Train Loss: 1.024 | Train Acc: 63.55% | Test Loss: 1.321 | Test Acc: 55.48% +2025-04-27 18:44:32,201 - train - INFO - Epoch: 29 | Train Loss: 0.977 | Train Acc: 64.92% | Test Loss: 1.383 | Test Acc: 53.69% +2025-04-27 18:44:46,445 - train - INFO - Epoch: 30 | Train Loss: 0.938 | Train Acc: 66.29% | Test Loss: 1.328 | Test Acc: 54.99% +2025-04-27 18:45:05,750 - train - INFO - Epoch: 31 | Train Loss: 0.910 | Train Acc: 67.38% | Test Loss: 1.379 | Test Acc: 54.50% +2025-04-27 18:45:20,041 - train - INFO - Epoch: 32 | Train Loss: 0.865 | Train Acc: 69.03% | Test Loss: 1.369 | Test Acc: 55.42% +2025-04-27 18:45:39,662 - train - INFO - Epoch: 33 | Train Loss: 0.819 | Train Acc: 70.57% | Test Loss: 1.342 | Test Acc: 56.36% +2025-04-27 18:45:53,639 - train - INFO - Epoch: 34 | Train Loss: 0.769 | Train Acc: 72.32% | Test Loss: 1.392 | Test Acc: 55.52% +2025-04-27 18:46:13,355 - train - INFO - Epoch: 35 | Train Loss: 0.725 | Train Acc: 73.79% | Test Loss: 1.423 | Test Acc: 56.28% +2025-04-27 18:46:27,904 - train - INFO - Epoch: 36 | Train Loss: 0.687 | Train Acc: 75.22% | Test Loss: 1.468 | Test Acc: 56.63% +2025-04-27 18:46:47,393 - train - INFO - Epoch: 37 | Train Loss: 0.633 | Train Acc: 77.11% | Test Loss: 1.492 | Test Acc: 56.48% +2025-04-27 18:47:02,108 - train - INFO - Epoch: 38 | Train Loss: 0.583 | Train Acc: 78.92% | Test Loss: 1.591 | Test Acc: 55.70% +2025-04-27 18:47:22,087 - train - INFO - Epoch: 39 | Train Loss: 0.533 | Train Acc: 80.91% | Test Loss: 1.576 | Test Acc: 56.53% +2025-04-27 18:47:36,151 - train - INFO - Epoch: 40 | Train Loss: 0.479 | Train Acc: 82.82% | Test Loss: 1.699 | Test Acc: 56.14% +2025-04-27 18:47:55,571 - train - INFO - Epoch: 41 | Train Loss: 0.425 | Train Acc: 84.95% | Test Loss: 1.788 | Test Acc: 55.83% +2025-04-27 18:48:09,666 - train - INFO - Epoch: 42 | Train Loss: 0.371 | Train Acc: 87.22% | Test Loss: 1.898 | Test Acc: 55.78% +2025-04-27 18:48:28,787 - train - INFO - Epoch: 43 | Train Loss: 0.325 | Train Acc: 89.10% | Test Loss: 1.965 | Test Acc: 55.93% +2025-04-27 18:48:43,200 - train - INFO - Epoch: 44 | Train Loss: 0.286 | Train Acc: 90.82% | Test Loss: 2.077 | Test Acc: 55.55% +2025-04-27 18:49:03,104 - train - INFO - Epoch: 45 | Train Loss: 0.253 | Train Acc: 92.23% | Test Loss: 2.150 | Test Acc: 55.37% +2025-04-27 18:49:17,009 - train - INFO - Epoch: 46 | Train Loss: 0.229 | Train Acc: 93.18% | Test Loss: 2.223 | Test Acc: 55.25% +2025-04-27 18:49:37,018 - train - INFO - Epoch: 47 | Train Loss: 0.210 | Train Acc: 94.08% | Test Loss: 2.263 | Test Acc: 55.45% +2025-04-27 18:49:51,222 - train - INFO - Epoch: 48 | Train Loss: 0.199 | Train Acc: 94.64% | Test Loss: 2.288 | Test Acc: 55.36% +2025-04-27 18:50:10,611 - train - INFO - Epoch: 49 | Train Loss: 0.191 | Train Acc: 94.92% | Test Loss: 2.282 | Test Acc: 55.35% +2025-04-27 18:50:24,618 - train - INFO - Epoch: 50 | Train Loss: 0.188 | Train Acc: 95.11% | Test Loss: 2.296 | Test Acc: 55.46% +2025-04-27 18:50:30,232 - train - INFO - 训练完成! diff --git a/LeNet5-CIFAR10/Classification-noisy/dataset/noise_index.npy b/LeNet5-CIFAR10/Classification-noisy/dataset/noise_index.npy index 638f3592a275ff26b09ba707f48df5a9b99f7496..aefeaa134564d5869c2c3c17bfccd0b8395c1667 100644 --- a/LeNet5-CIFAR10/Classification-noisy/dataset/noise_index.npy +++ b/LeNet5-CIFAR10/Classification-noisy/dataset/noise_index.npy @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:c5e6e3ea08f754a3a6406c1d07b49cf9876a58bb6985ba1225f4e1f8456d9de8 +oid sha256:61fbe43a4141f47d08174f5277e46bb82e1934e58a692f97be7059a296a33b93 size 48128 diff --git a/LeNet5-CIFAR10/Classification-noisy/epochs/epoch_1/embeddings.npy b/LeNet5-CIFAR10/Classification-noisy/epochs/epoch_1/embeddings.npy new file mode 100644 index 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Loss: 1.517 | Test Acc: 45.50% +2025-04-27 18:44:35,351 - train - INFO - Epoch: 19 | Train Loss: 1.387 | Train Acc: 50.12% | Test Loss: 1.479 | Test Acc: 47.32% +2025-04-27 18:44:49,612 - train - INFO - Epoch: 20 | Train Loss: 1.358 | Train Acc: 50.95% | Test Loss: 1.556 | Test Acc: 46.80% +2025-04-27 18:45:09,052 - train - INFO - Epoch: 21 | Train Loss: 1.323 | Train Acc: 52.37% | Test Loss: 1.504 | Test Acc: 48.15% +2025-04-27 18:45:22,951 - train - INFO - Epoch: 22 | Train Loss: 1.293 | Train Acc: 53.51% | Test Loss: 1.456 | Test Acc: 48.64% +2025-04-27 18:45:42,200 - train - INFO - Epoch: 23 | Train Loss: 1.273 | Train Acc: 54.39% | Test Loss: 1.457 | Test Acc: 48.99% +2025-04-27 18:45:56,084 - train - INFO - Epoch: 24 | Train Loss: 1.236 | Train Acc: 55.63% | Test Loss: 1.407 | Test Acc: 49.57% +2025-04-27 18:46:15,850 - train - INFO - Epoch: 25 | Train Loss: 1.225 | Train Acc: 55.88% | Test Loss: 1.385 | Test Acc: 51.59% +2025-04-27 18:46:30,228 - train - INFO - Epoch: 26 | Train Loss: 1.174 | Train Acc: 57.49% | Test Loss: 1.420 | Test Acc: 51.32% +2025-04-27 18:46:49,764 - train - INFO - Epoch: 27 | Train Loss: 1.156 | Train Acc: 58.17% | Test Loss: 1.440 | Test Acc: 51.30% +2025-04-27 18:47:04,198 - train - INFO - Epoch: 28 | Train Loss: 1.129 | Train Acc: 59.29% | Test Loss: 1.472 | Test Acc: 50.06% +2025-04-27 18:47:24,089 - train - INFO - Epoch: 29 | Train Loss: 1.112 | Train Acc: 59.98% | Test Loss: 1.430 | Test Acc: 51.04% +2025-04-27 18:47:38,180 - train - INFO - Epoch: 30 | Train Loss: 1.090 | Train Acc: 60.47% | Test Loss: 1.425 | Test Acc: 51.31% +2025-04-27 18:47:57,653 - train - INFO - Epoch: 31 | Train Loss: 1.063 | Train Acc: 61.63% | Test Loss: 1.431 | Test Acc: 51.85% +2025-04-27 18:48:11,783 - train - INFO - Epoch: 32 | Train Loss: 1.023 | Train Acc: 62.84% | Test Loss: 1.465 | Test Acc: 50.32% +2025-04-27 18:48:31,230 - train - INFO - Epoch: 33 | Train Loss: 1.005 | Train Acc: 63.31% | Test Loss: 1.475 | Test Acc: 50.52% +2025-04-27 18:48:45,578 - train - INFO - Epoch: 34 | Train Loss: 0.984 | Train Acc: 64.27% | Test Loss: 1.469 | Test Acc: 52.76% +2025-04-27 18:49:05,629 - train - INFO - Epoch: 35 | Train Loss: 0.933 | Train Acc: 66.00% | Test Loss: 1.532 | Test Acc: 51.87% +2025-04-27 18:49:19,593 - train - INFO - Epoch: 36 | Train Loss: 0.897 | Train Acc: 66.83% | Test Loss: 1.547 | Test Acc: 52.12% +2025-04-27 18:49:39,648 - train - INFO - Epoch: 37 | Train Loss: 0.856 | Train Acc: 68.82% | Test Loss: 1.572 | Test Acc: 51.92% +2025-04-27 18:49:53,824 - train - INFO - Epoch: 38 | Train Loss: 0.822 | Train Acc: 69.85% | Test Loss: 1.601 | Test Acc: 52.40% +2025-04-27 18:50:13,192 - train - INFO - Epoch: 39 | Train Loss: 0.808 | Train Acc: 70.46% | Test Loss: 1.666 | Test Acc: 51.02% +2025-04-27 18:50:27,413 - train - INFO - Epoch: 40 | Train Loss: 0.767 | Train Acc: 71.80% | Test Loss: 1.687 | Test Acc: 51.86% +2025-04-27 18:50:46,817 - train - INFO - Epoch: 41 | Train Loss: 0.726 | Train Acc: 73.39% | Test Loss: 1.654 | Test Acc: 53.04% +2025-04-27 18:51:00,431 - train - INFO - Epoch: 42 | Train Loss: 0.684 | Train Acc: 75.02% | Test Loss: 1.703 | Test Acc: 53.38% +2025-04-27 18:51:19,906 - train - INFO - Epoch: 43 | Train Loss: 0.636 | Train Acc: 76.65% | Test Loss: 1.705 | Test Acc: 53.62% +2025-04-27 18:51:33,972 - train - INFO - Epoch: 44 | Train Loss: 0.594 | Train Acc: 78.20% | Test Loss: 1.739 | Test Acc: 53.66% +2025-04-27 18:51:53,431 - train - INFO - Epoch: 45 | Train Loss: 0.560 | Train Acc: 79.81% | Test Loss: 1.758 | Test Acc: 53.60% +2025-04-27 18:52:07,636 - train - INFO - Epoch: 46 | Train Loss: 0.534 | Train Acc: 80.79% | Test Loss: 1.752 | Test Acc: 53.42% +2025-04-27 18:52:27,114 - train - INFO - Epoch: 47 | Train Loss: 0.513 | Train Acc: 81.63% | Test Loss: 1.745 | Test Acc: 53.78% +2025-04-27 18:52:41,108 - train - INFO - Epoch: 48 | Train Loss: 0.498 | Train Acc: 82.12% | Test Loss: 1.742 | Test Acc: 54.11% +2025-04-27 18:53:00,355 - train - INFO - Epoch: 49 | Train 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- train - INFO - Epoch: 8 | Train Loss: 1.641 | Train Acc: 40.72% | Test Loss: 1.540 | Test Acc: 44.40% +2025-04-27 18:39:15,383 - train - INFO - Epoch: 9 | Train Loss: 1.607 | Train Acc: 41.91% | Test Loss: 1.524 | Test Acc: 45.51% +2025-04-27 18:39:28,061 - train - INFO - Epoch: 10 | Train Loss: 1.586 | Train Acc: 43.19% | Test Loss: 1.546 | Test Acc: 45.77% +2025-04-27 18:39:50,772 - train - INFO - Epoch: 11 | Train Loss: 1.583 | Train Acc: 43.70% | Test Loss: 1.481 | Test Acc: 47.34% +2025-04-27 18:40:03,423 - train - INFO - Epoch: 12 | Train Loss: 1.564 | Train Acc: 44.22% | Test Loss: 1.491 | Test Acc: 48.60% +2025-04-27 18:40:27,675 - train - INFO - Epoch: 13 | Train Loss: 1.548 | Train Acc: 45.02% | Test Loss: 1.511 | Test Acc: 47.65% +2025-04-27 18:40:41,106 - train - INFO - Epoch: 14 | Train Loss: 1.527 | Train Acc: 45.84% | Test Loss: 1.484 | Test Acc: 47.51% +2025-04-27 18:41:06,431 - train - INFO - Epoch: 15 | Train Loss: 1.519 | Train Acc: 46.16% | Test Loss: 1.483 | Test Acc: 47.30% +2025-04-27 18:41:20,757 - train - INFO - Epoch: 16 | Train Loss: 1.500 | Train Acc: 47.08% | Test Loss: 1.363 | Test Acc: 52.10% +2025-04-27 18:41:44,910 - train - INFO - Epoch: 17 | Train Loss: 1.481 | Train Acc: 47.83% | Test Loss: 1.386 | Test Acc: 51.12% +2025-04-27 18:41:59,491 - train - INFO - Epoch: 18 | Train Loss: 1.473 | Train Acc: 48.39% | Test Loss: 1.326 | Test Acc: 54.12% +2025-04-27 18:42:23,632 - train - INFO - Epoch: 19 | Train Loss: 1.442 | Train Acc: 49.53% | Test Loss: 1.351 | Test Acc: 52.47% +2025-04-27 18:42:37,655 - train - INFO - Epoch: 20 | Train Loss: 1.411 | Train Acc: 50.34% | Test Loss: 1.365 | Test Acc: 52.17% +2025-04-27 18:43:01,669 - train - INFO - Epoch: 21 | Train Loss: 1.397 | Train Acc: 51.10% | Test Loss: 1.296 | Test Acc: 55.15% +2025-04-27 18:43:15,946 - train - INFO - Epoch: 22 | Train Loss: 1.361 | Train Acc: 52.24% | Test Loss: 1.274 | Test Acc: 56.02% +2025-04-27 18:43:39,812 - train - INFO - Epoch: 23 | Train Loss: 1.324 | Train Acc: 53.94% | Test Loss: 1.225 | Test Acc: 57.18% +2025-04-27 18:43:53,974 - train - INFO - Epoch: 24 | Train Loss: 1.306 | Train Acc: 54.73% | Test Loss: 1.209 | Test Acc: 58.18% +2025-04-27 18:44:18,254 - train - INFO - Epoch: 25 | Train Loss: 1.300 | Train Acc: 54.80% | Test Loss: 1.196 | Test Acc: 59.16% +2025-04-27 18:44:32,758 - train - INFO - Epoch: 26 | Train Loss: 1.271 | Train Acc: 55.43% | Test Loss: 1.153 | Test Acc: 60.62% +2025-04-27 18:44:56,529 - train - INFO - Epoch: 27 | Train Loss: 1.238 | Train Acc: 56.80% | Test Loss: 1.162 | Test Acc: 59.59% +2025-04-27 18:45:10,641 - train - INFO - Epoch: 28 | Train Loss: 1.218 | Train Acc: 57.59% | Test Loss: 1.133 | Test Acc: 60.59% +2025-04-27 18:45:35,166 - train - INFO - Epoch: 29 | Train Loss: 1.214 | Train Acc: 57.69% | Test Loss: 1.069 | Test Acc: 63.09% +2025-04-27 18:45:48,888 - train - INFO - Epoch: 30 | Train Loss: 1.170 | Train Acc: 59.16% | Test Loss: 1.178 | Test Acc: 60.86% +2025-04-27 18:46:13,110 - train - INFO - Epoch: 31 | Train Loss: 1.152 | Train Acc: 59.85% | Test Loss: 1.067 | Test Acc: 62.96% +2025-04-27 18:46:27,605 - train - INFO - Epoch: 32 | Train Loss: 1.136 | Train Acc: 60.26% | Test Loss: 1.064 | Test Acc: 63.77% +2025-04-27 18:46:51,959 - train - INFO - Epoch: 33 | Train Loss: 1.107 | Train Acc: 61.23% | Test Loss: 1.042 | Test Acc: 64.11% +2025-04-27 18:47:06,250 - train - INFO - Epoch: 34 | Train Loss: 1.087 | Train Acc: 61.95% | Test Loss: 0.983 | Test Acc: 65.99% +2025-04-27 18:47:30,454 - train - INFO - Epoch: 35 | Train Loss: 1.067 | Train Acc: 62.69% | Test Loss: 0.976 | Test Acc: 66.39% +2025-04-27 18:47:44,863 - train - INFO - Epoch: 36 | Train Loss: 1.045 | Train Acc: 63.32% | Test Loss: 0.943 | Test Acc: 67.46% +2025-04-27 18:48:08,818 - train - INFO - Epoch: 37 | Train Loss: 1.016 | Train Acc: 64.34% | Test Loss: 0.947 | Test Acc: 67.44% +2025-04-27 18:48:22,514 - train - INFO - Epoch: 38 | Train Loss: 0.992 | Train Acc: 64.99% | Test Loss: 0.914 | Test Acc: 68.51% +2025-04-27 18:48:46,920 - train - INFO - Epoch: 39 | Train Loss: 0.984 | Train Acc: 65.53% | Test Loss: 0.911 | Test Acc: 68.43% +2025-04-27 18:49:01,158 - train - INFO - Epoch: 40 | Train Loss: 0.954 | Train Acc: 66.42% | Test Loss: 0.913 | Test Acc: 68.27% +2025-04-27 18:49:25,049 - train - INFO - Epoch: 41 | Train Loss: 0.943 | Train Acc: 66.91% | Test Loss: 0.868 | Test Acc: 69.90% +2025-04-27 18:49:39,635 - train - INFO - Epoch: 42 | Train Loss: 0.919 | Train Acc: 67.88% | Test Loss: 0.862 | Test Acc: 69.88% +2025-04-27 18:50:03,987 - train - INFO - Epoch: 43 | Train Loss: 0.903 | Train Acc: 68.42% | Test Loss: 0.898 | Test Acc: 68.75% +2025-04-27 18:50:17,666 - train - INFO - Epoch: 44 | Train Loss: 0.893 | Train Acc: 68.65% | Test Loss: 0.848 | Test Acc: 70.81% +2025-04-27 18:50:41,857 - train - INFO - Epoch: 45 | Train Loss: 0.884 | Train Acc: 69.11% | Test Loss: 0.841 | Test Acc: 70.42% +2025-04-27 18:50:55,717 - train - INFO - Epoch: 46 | Train Loss: 0.870 | Train Acc: 69.32% | Test Loss: 0.839 | Test Acc: 70.57% +2025-04-27 18:51:19,949 - train - INFO - Epoch: 47 | Train Loss: 0.860 | Train Acc: 69.65% | Test Loss: 0.833 | Test Acc: 71.17% +2025-04-27 18:51:34,031 - train - INFO - Epoch: 48 | Train Loss: 0.853 | Train Acc: 69.87% | Test Loss: 0.817 | Test Acc: 71.26% +2025-04-27 18:51:57,934 - train - INFO - Epoch: 49 | Train Loss: 0.847 | Train Acc: 70.16% | Test Loss: 0.826 | Test Acc: 71.47% +2025-04-27 18:52:12,078 - train - INFO - Epoch: 50 | Train Loss: 0.842 | Train Acc: 70.58% | Test Loss: 0.815 | Test Acc: 71.56% +2025-04-27 18:52:21,897 - train - INFO - 训练完成! diff --git a/MobileNetv1-CIFAR10/Classification-backdoor/dataset/backdoor_index.npy b/MobileNetv1-CIFAR10/Classification-backdoor/dataset/backdoor_index.npy new file mode 100644 index 0000000000000000000000000000000000000000..8af072bf81ff8651774a6ee6c0637c1507676e1a --- /dev/null +++ b/MobileNetv1-CIFAR10/Classification-backdoor/dataset/backdoor_index.npy @@ -0,0 +1,3 @@ +version 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- 总轮数: 50, 学习率: 0.1, 设备: cuda:0 +2025-04-27 18:37:08,015 - train - INFO - Epoch: 1 | Train Loss: 1.858 | Train Acc: 31.68% | Test Loss: 1.549 | Test Acc: 44.15% +2025-04-27 18:37:29,968 - train - INFO - Epoch: 2 | Train Loss: 1.489 | Train Acc: 45.77% | Test Loss: 1.357 | Test Acc: 52.64% +2025-04-27 18:37:48,727 - train - INFO - Epoch: 3 | Train Loss: 1.304 | Train Acc: 53.56% | Test Loss: 1.634 | Test Acc: 48.27% +2025-04-27 18:38:06,550 - train - INFO - Epoch: 4 | Train Loss: 1.162 | Train Acc: 59.58% | Test Loss: 1.202 | Test Acc: 65.16% +2025-04-27 18:38:32,160 - train - INFO - Epoch: 5 | Train Loss: 1.048 | Train Acc: 64.11% | Test Loss: 1.046 | Test Acc: 65.75% +2025-04-27 18:38:51,784 - train - INFO - Epoch: 6 | Train Loss: 0.853 | Train Acc: 71.07% | Test Loss: 0.977 | Test Acc: 67.61% +2025-04-27 18:39:17,253 - train - INFO - Epoch: 7 | Train Loss: 0.713 | Train Acc: 75.95% | Test Loss: 0.901 | Test Acc: 69.86% +2025-04-27 18:39:36,722 - train - INFO - Epoch: 8 | Train Loss: 0.682 | Train Acc: 77.05% | Test Loss: 0.866 | Test Acc: 70.62% +2025-04-27 18:40:02,095 - train - INFO - Epoch: 9 | Train Loss: 0.649 | Train Acc: 78.19% | Test Loss: 0.982 | Test Acc: 66.38% +2025-04-27 18:40:23,821 - train - INFO - Epoch: 10 | Train Loss: 0.625 | Train Acc: 78.91% | Test Loss: 1.086 | Test Acc: 64.51% +2025-04-27 18:40:51,216 - train - INFO - Epoch: 11 | Train Loss: 0.610 | Train Acc: 79.51% | Test Loss: 0.711 | Test Acc: 75.93% +2025-04-27 18:41:13,294 - train - INFO - Epoch: 12 | Train Loss: 0.599 | Train Acc: 79.78% | Test Loss: 0.818 | Test Acc: 72.91% +2025-04-27 18:41:41,498 - train - INFO - Epoch: 13 | Train Loss: 0.573 | Train Acc: 80.61% | Test Loss: 0.808 | Test Acc: 73.75% +2025-04-27 18:42:03,575 - train - INFO - Epoch: 14 | Train Loss: 0.562 | Train Acc: 81.04% | Test Loss: 0.832 | Test Acc: 73.20% +2025-04-27 18:42:32,219 - train - INFO - Epoch: 15 | Train Loss: 0.542 | Train Acc: 81.58% | Test Loss: 0.797 | Test Acc: 73.55% +2025-04-27 18:42:53,752 - train - INFO - Epoch: 16 | Train Loss: 0.537 | Train Acc: 81.83% | Test Loss: 0.851 | Test Acc: 72.18% +2025-04-27 18:43:22,147 - train - INFO - Epoch: 17 | Train Loss: 0.520 | Train Acc: 82.54% | Test Loss: 0.799 | Test Acc: 74.29% +2025-04-27 18:43:44,616 - train - INFO - Epoch: 18 | Train Loss: 0.509 | Train Acc: 82.87% | Test Loss: 0.728 | Test Acc: 75.71% +2025-04-27 18:44:12,688 - train - INFO - Epoch: 19 | Train Loss: 0.489 | Train Acc: 83.43% | Test Loss: 0.701 | Test Acc: 76.93% +2025-04-27 18:44:34,854 - train - INFO - Epoch: 20 | Train Loss: 0.480 | Train Acc: 83.85% | Test Loss: 0.737 | Test Acc: 75.44% +2025-04-27 18:45:02,368 - train - INFO - Epoch: 21 | Train Loss: 0.457 | Train Acc: 84.62% | Test Loss: 0.758 | Test Acc: 74.98% +2025-04-27 18:45:24,164 - train - INFO - Epoch: 22 | Train Loss: 0.434 | Train Acc: 85.23% | Test Loss: 0.751 | Test Acc: 74.70% +2025-04-27 18:45:52,035 - train - INFO - Epoch: 23 | Train Loss: 0.423 | Train Acc: 85.67% | Test Loss: 0.676 | Test Acc: 77.55% +2025-04-27 18:46:14,059 - train - INFO - Epoch: 24 | Train Loss: 0.407 | Train Acc: 86.10% | Test Loss: 0.744 | Test Acc: 75.47% +2025-04-27 18:46:42,063 - train - INFO - Epoch: 25 | Train Loss: 0.387 | Train Acc: 86.90% | Test Loss: 0.692 | Test Acc: 78.19% +2025-04-27 18:47:04,273 - train - INFO - Epoch: 26 | Train Loss: 0.366 | Train Acc: 87.58% | Test Loss: 0.700 | Test Acc: 77.05% +2025-04-27 18:47:32,364 - train - INFO - Epoch: 27 | Train Loss: 0.348 | Train Acc: 88.27% | Test Loss: 0.822 | Test Acc: 74.18% +2025-04-27 18:47:54,258 - train - INFO - Epoch: 28 | Train Loss: 0.327 | Train Acc: 88.92% | Test Loss: 0.614 | Test Acc: 79.69% +2025-04-27 18:48:21,843 - train - INFO - Epoch: 29 | Train Loss: 0.311 | Train Acc: 89.47% | Test Loss: 0.622 | Test Acc: 79.80% +2025-04-27 18:48:43,867 - train - INFO - Epoch: 30 | Train Loss: 0.286 | Train Acc: 90.16% | Test Loss: 0.598 | Test Acc: 81.24% +2025-04-27 18:49:11,823 - train - INFO - Epoch: 31 | Train Loss: 0.253 | Train Acc: 91.24% | Test Loss: 0.622 | Test Acc: 80.30% +2025-04-27 18:49:33,876 - train - INFO - Epoch: 32 | Train Loss: 0.241 | Train Acc: 91.64% | Test Loss: 0.624 | Test Acc: 80.79% +2025-04-27 18:50:01,891 - train - INFO - Epoch: 33 | Train Loss: 0.215 | Train Acc: 92.64% | Test Loss: 0.572 | Test Acc: 82.46% +2025-04-27 18:50:23,457 - train - INFO - Epoch: 34 | Train Loss: 0.185 | Train Acc: 93.54% | Test Loss: 0.594 | Test Acc: 82.09% +2025-04-27 18:50:51,173 - train - INFO - Epoch: 35 | Train Loss: 0.155 | Train Acc: 94.79% | Test Loss: 0.607 | Test Acc: 82.40% +2025-04-27 18:51:12,512 - train - INFO - Epoch: 36 | Train Loss: 0.139 | Train Acc: 95.21% | Test Loss: 0.572 | Test Acc: 83.57% +2025-04-27 18:51:40,066 - train - INFO - Epoch: 37 | Train Loss: 0.109 | Train Acc: 96.34% | Test Loss: 0.629 | Test Acc: 82.39% +2025-04-27 18:52:01,899 - train - INFO - Epoch: 38 | Train Loss: 0.079 | Train Acc: 97.30% | Test Loss: 0.659 | Test Acc: 82.58% +2025-04-27 18:52:29,730 - train - INFO - Epoch: 39 | Train Loss: 0.059 | Train Acc: 98.11% | Test Loss: 0.635 | Test Acc: 83.58% +2025-04-27 18:52:51,240 - train - INFO - Epoch: 40 | Train Loss: 0.042 | Train Acc: 98.65% | Test Loss: 0.635 | Test Acc: 84.24% +2025-04-27 18:53:17,934 - train - INFO - Epoch: 41 | Train Loss: 0.023 | Train Acc: 99.31% | Test Loss: 0.635 | Test Acc: 84.42% +2025-04-27 18:53:38,854 - train - INFO - Epoch: 42 | Train Loss: 0.013 | Train Acc: 99.66% | Test Loss: 0.641 | Test Acc: 85.43% +2025-04-27 18:54:05,714 - train - INFO - Epoch: 43 | Train Loss: 0.007 | Train Acc: 99.87% | Test Loss: 0.659 | Test Acc: 84.94% +2025-04-27 18:54:26,987 - train - INFO - Epoch: 44 | Train Loss: 0.005 | Train Acc: 99.91% | Test Loss: 0.649 | Test Acc: 85.53% +2025-04-27 18:54:54,092 - train - INFO - Epoch: 45 | Train Loss: 0.004 | Train Acc: 99.95% | Test Loss: 0.641 | Test Acc: 85.66% +2025-04-27 18:55:15,156 - train - INFO - Epoch: 46 | Train Loss: 0.003 | Train Acc: 99.97% | Test Loss: 0.643 | Test Acc: 85.76% +2025-04-27 18:55:41,555 - train - INFO - Epoch: 47 | Train Loss: 0.003 | Train Acc: 99.98% | Test Loss: 0.643 | Test Acc: 85.68% +2025-04-27 18:56:02,502 - train - INFO - Epoch: 48 | Train Loss: 0.002 | Train Acc: 99.98% | Test Loss: 0.647 | Test Acc: 85.96% +2025-04-27 18:56:29,334 - train - INFO - Epoch: 49 | Train Loss: 0.002 | Train Acc: 99.99% | Test Loss: 0.652 | Test Acc: 85.63% +2025-04-27 18:56:50,648 - train - INFO - Epoch: 50 | Train Loss: 0.002 | Train Acc: 100.00% | Test Loss: 0.643 | Test Acc: 85.95% +2025-04-27 18:56:56,559 - train - INFO - 训练完成! diff --git a/MobileNetv1-CIFAR10/Classification-noisy/dataset/noise_index.npy b/MobileNetv1-CIFAR10/Classification-noisy/dataset/noise_index.npy index 638f3592a275ff26b09ba707f48df5a9b99f7496..c98607f1717f0fbdb479d4fe5b04eb2640746973 100644 --- a/MobileNetv1-CIFAR10/Classification-noisy/dataset/noise_index.npy +++ b/MobileNetv1-CIFAR10/Classification-noisy/dataset/noise_index.npy @@ -1,3 +1,3 @@ version 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18:40:02,390 - train - INFO - 开始训练 MobileNet_noisy +2025-04-27 18:40:02,391 - train - INFO - 总轮数: 50, 学习率: 0.1, 设备: cuda:0 +2025-04-27 18:40:25,516 - train - INFO - Epoch: 1 | Train Loss: 1.783 | Train Acc: 35.52% | Test Loss: 1.467 | Test Acc: 47.73% +2025-04-27 18:40:55,746 - train - INFO - Epoch: 2 | Train Loss: 1.279 | Train Acc: 54.33% | Test Loss: 1.231 | Test Acc: 56.95% +2025-04-27 18:41:24,222 - train - INFO - Epoch: 3 | Train Loss: 1.038 | Train Acc: 63.49% | Test Loss: 1.064 | Test Acc: 62.03% +2025-04-27 18:41:46,210 - train - INFO - Epoch: 4 | Train Loss: 0.887 | Train Acc: 69.01% | Test Loss: 1.005 | Test Acc: 65.16% +2025-04-27 18:42:14,228 - train - INFO - Epoch: 5 | Train Loss: 0.787 | Train Acc: 72.54% | Test Loss: 1.192 | Test Acc: 61.73% +2025-04-27 18:42:36,246 - train - INFO - Epoch: 6 | Train Loss: 0.721 | Train Acc: 75.40% | Test Loss: 1.152 | Test Acc: 62.41% +2025-04-27 18:43:03,892 - train - INFO - Epoch: 7 | Train Loss: 0.669 | Train Acc: 77.01% | Test Loss: 0.936 | Test Acc: 68.12% +2025-04-27 18:43:25,927 - train - INFO - Epoch: 8 | Train Loss: 0.647 | Train Acc: 77.56% | Test Loss: 0.836 | Test Acc: 72.21% +2025-04-27 18:43:54,403 - train - INFO - Epoch: 9 | Train Loss: 0.617 | Train Acc: 78.69% | Test Loss: 1.008 | Test Acc: 66.44% +2025-04-27 18:44:16,429 - train - INFO - Epoch: 10 | Train Loss: 0.599 | Train Acc: 79.41% | Test Loss: 1.008 | Test Acc: 66.91% +2025-04-27 18:44:44,880 - train - INFO - Epoch: 11 | Train Loss: 0.578 | Train Acc: 80.22% | Test Loss: 0.783 | Test Acc: 73.89% +2025-04-27 18:45:06,502 - train - INFO - Epoch: 12 | Train Loss: 0.569 | Train Acc: 80.43% | Test Loss: 0.781 | Test Acc: 74.16% +2025-04-27 18:45:34,701 - train - INFO - Epoch: 13 | Train Loss: 0.550 | Train Acc: 81.03% | Test Loss: 0.959 | Test Acc: 69.40% +2025-04-27 18:45:56,017 - train - INFO - Epoch: 14 | Train Loss: 0.535 | Train Acc: 81.65% | Test Loss: 0.955 | Test Acc: 69.75% +2025-04-27 18:46:24,749 - train - INFO - Epoch: 15 | Train Loss: 0.522 | Train Acc: 82.18% | Test Loss: 0.819 | Test Acc: 73.85% +2025-04-27 18:46:46,519 - train - INFO - Epoch: 16 | Train Loss: 0.510 | Train Acc: 82.49% | Test Loss: 1.044 | Test Acc: 68.55% +2025-04-27 18:47:14,857 - train - INFO - Epoch: 17 | Train Loss: 0.502 | Train Acc: 82.72% | Test Loss: 0.743 | Test Acc: 75.30% +2025-04-27 18:47:36,791 - train - INFO - Epoch: 18 | Train Loss: 0.477 | Train Acc: 83.76% | Test Loss: 0.863 | Test Acc: 73.14% +2025-04-27 18:48:04,687 - train - INFO - Epoch: 19 | Train Loss: 0.465 | Train Acc: 83.89% | Test Loss: 0.819 | Test Acc: 73.22% +2025-04-27 18:48:26,072 - train - INFO - Epoch: 20 | Train Loss: 0.451 | Train Acc: 84.52% | Test Loss: 0.799 | Test Acc: 73.69% +2025-04-27 18:48:54,504 - train - INFO - Epoch: 21 | Train Loss: 0.441 | Train Acc: 84.89% | Test Loss: 0.980 | Test Acc: 70.86% +2025-04-27 18:49:16,358 - train - INFO - Epoch: 22 | Train Loss: 0.420 | Train Acc: 85.62% | Test Loss: 0.763 | Test Acc: 75.92% +2025-04-27 18:49:44,956 - train - INFO - Epoch: 23 | Train Loss: 0.401 | Train Acc: 86.15% | Test Loss: 0.814 | Test Acc: 75.32% +2025-04-27 18:50:06,929 - train - INFO - Epoch: 24 | Train Loss: 0.384 | Train Acc: 86.86% | Test Loss: 0.757 | Test Acc: 76.20% +2025-04-27 18:50:34,259 - train - INFO - Epoch: 25 | Train Loss: 0.365 | Train Acc: 87.35% | Test Loss: 0.732 | Test Acc: 77.37% +2025-04-27 18:50:55,818 - train - INFO - Epoch: 26 | Train Loss: 0.348 | Train Acc: 87.88% | Test Loss: 0.718 | Test Acc: 77.43% +2025-04-27 18:51:23,580 - train - INFO - Epoch: 27 | Train Loss: 0.322 | Train Acc: 88.76% | Test Loss: 0.709 | Test Acc: 78.33% +2025-04-27 18:51:45,303 - train - INFO - Epoch: 28 | Train Loss: 0.302 | Train Acc: 89.51% | Test Loss: 0.706 | Test Acc: 78.75% +2025-04-27 18:52:13,140 - train - INFO - Epoch: 29 | Train Loss: 0.289 | Train Acc: 90.12% | Test Loss: 0.745 | Test Acc: 78.46% +2025-04-27 18:52:34,643 - train - INFO - Epoch: 30 | Train Loss: 0.265 | Train Acc: 90.78% | Test Loss: 0.709 | Test Acc: 79.01% +2025-04-27 18:53:02,109 - train - INFO - Epoch: 31 | Train Loss: 0.243 | Train Acc: 91.64% | Test Loss: 0.753 | Test Acc: 77.91% +2025-04-27 18:53:22,812 - train - INFO - Epoch: 32 | Train Loss: 0.214 | Train Acc: 92.73% | Test Loss: 0.778 | Test Acc: 78.15% +2025-04-27 18:53:49,482 - train - INFO - Epoch: 33 | Train Loss: 0.192 | Train Acc: 93.45% | Test Loss: 0.743 | Test Acc: 79.85% +2025-04-27 18:54:10,644 - train - INFO - Epoch: 34 | Train Loss: 0.173 | Train Acc: 93.98% | Test Loss: 0.730 | Test Acc: 79.89% +2025-04-27 18:54:37,594 - train - INFO - Epoch: 35 | Train Loss: 0.143 | Train Acc: 95.06% | Test Loss: 0.789 | Test Acc: 79.83% +2025-04-27 18:54:59,020 - train - INFO - Epoch: 36 | Train Loss: 0.116 | Train Acc: 96.05% | Test Loss: 0.818 | Test Acc: 79.20% +2025-04-27 18:55:25,898 - train - INFO - Epoch: 37 | Train Loss: 0.089 | Train Acc: 96.87% | Test Loss: 0.750 | Test Acc: 81.14% +2025-04-27 18:55:46,734 - train - INFO - Epoch: 38 | Train Loss: 0.070 | Train Acc: 97.67% | Test Loss: 0.751 | Test Acc: 81.66% +2025-04-27 18:56:13,967 - train - INFO - Epoch: 39 | Train Loss: 0.042 | Train Acc: 98.69% | Test Loss: 0.756 | Test Acc: 82.57% +2025-04-27 18:56:34,962 - train - INFO - Epoch: 40 | Train Loss: 0.023 | Train Acc: 99.32% | Test Loss: 0.760 | Test Acc: 82.90% +2025-04-27 18:57:02,052 - train - INFO - Epoch: 41 | Train Loss: 0.011 | Train Acc: 99.76% | Test Loss: 0.767 | Test Acc: 83.42% +2025-04-27 18:57:20,681 - train - INFO - Epoch: 42 | Train Loss: 0.004 | Train Acc: 99.95% | Test Loss: 0.730 | Test Acc: 84.30% +2025-04-27 18:57:45,658 - train - INFO - Epoch: 43 | Train Loss: 0.002 | Train Acc: 99.99% | Test Loss: 0.728 | Test Acc: 84.28% +2025-04-27 18:58:03,492 - train - INFO - Epoch: 44 | Train Loss: 0.002 | Train Acc: 99.99% | Test Loss: 0.727 | Test Acc: 84.29% +2025-04-27 18:58:27,925 - train - INFO - Epoch: 45 | Train Loss: 0.002 | Train Acc: 100.00% | Test Loss: 0.726 | Test Acc: 84.29% +2025-04-27 18:58:46,552 - train - INFO - Epoch: 46 | Train Loss: 0.001 | Train Acc: 100.00% | Test Loss: 0.726 | Test Acc: 84.25% +2025-04-27 18:59:08,957 - train - INFO - Epoch: 47 | Train Loss: 0.001 | Train Acc: 100.00% | Test Loss: 0.725 | Test Acc: 84.22% +2025-04-27 18:59:25,967 - train - INFO - Epoch: 48 | Train Loss: 0.001 | Train Acc: 100.00% | Test Loss: 0.725 | Test Acc: 84.22% +2025-04-27 18:59:47,793 - train - INFO - Epoch: 49 | Train Loss: 0.001 | Train Acc: 100.00% | Test Loss: 0.725 | Test Acc: 84.24% +2025-04-27 19:00:04,382 - train - INFO - Epoch: 50 | Train Loss: 0.001 | Train Acc: 100.00% | Test Loss: 0.725 | Test Acc: 84.22% +2025-04-27 19:00:09,441 - train - INFO - 训练完成! diff --git a/MobileNetv1-CIFAR10/Classification-normal/epochs/epoch_1/embeddings.npy b/MobileNetv1-CIFAR10/Classification-normal/epochs/epoch_1/embeddings.npy new file mode 100644 index 0000000000000000000000000000000000000000..6fbd968434572e1f4d2d96508152508b361e9437 --- /dev/null +++ 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18:47:03,070 - train - INFO - Epoch: 23 | Train Loss: 0.514 | Train Acc: 82.49% | Test Loss: 0.578 | Test Acc: 80.63% +2025-04-27 18:47:25,289 - train - INFO - Epoch: 24 | Train Loss: 0.500 | Train Acc: 82.98% | Test Loss: 0.592 | Test Acc: 79.75% +2025-04-27 18:47:56,375 - train - INFO - Epoch: 25 | Train Loss: 0.482 | Train Acc: 83.56% | Test Loss: 0.585 | Test Acc: 80.52% +2025-04-27 18:48:18,101 - train - INFO - Epoch: 26 | Train Loss: 0.470 | Train Acc: 83.91% | Test Loss: 0.650 | Test Acc: 78.73% +2025-04-27 18:48:50,494 - train - INFO - Epoch: 27 | Train Loss: 0.455 | Train Acc: 84.34% | Test Loss: 0.515 | Test Acc: 82.74% +2025-04-27 18:49:12,479 - train - INFO - Epoch: 28 | Train Loss: 0.447 | Train Acc: 84.69% | Test Loss: 0.540 | Test Acc: 81.83% +2025-04-27 18:49:44,503 - train - INFO - Epoch: 29 | Train Loss: 0.432 | Train Acc: 85.12% | Test Loss: 0.573 | Test Acc: 79.88% +2025-04-27 18:50:06,456 - train - INFO - Epoch: 30 | Train Loss: 0.411 | Train Acc: 85.99% | Test Loss: 0.441 | Test Acc: 85.07% +2025-04-27 18:50:37,947 - train - INFO - Epoch: 31 | Train Loss: 0.393 | Train Acc: 86.45% | Test Loss: 0.447 | Test Acc: 84.33% +2025-04-27 18:50:59,381 - train - INFO - Epoch: 32 | Train Loss: 0.378 | Train Acc: 87.21% | Test Loss: 0.471 | Test Acc: 84.12% +2025-04-27 18:51:30,829 - train - INFO - Epoch: 33 | Train Loss: 0.362 | Train Acc: 87.71% | Test Loss: 0.436 | Test Acc: 85.31% +2025-04-27 18:51:52,610 - train - INFO - Epoch: 34 | Train Loss: 0.348 | Train Acc: 87.98% | Test Loss: 0.404 | Test Acc: 86.46% +2025-04-27 18:52:23,941 - train - INFO - Epoch: 35 | Train Loss: 0.324 | Train Acc: 88.82% | Test Loss: 0.390 | Test Acc: 86.81% +2025-04-27 18:52:45,474 - train - INFO - Epoch: 36 | Train Loss: 0.314 | Train Acc: 89.23% | Test Loss: 0.393 | Test Acc: 86.79% +2025-04-27 18:53:15,841 - train - INFO - Epoch: 37 | Train Loss: 0.290 | Train Acc: 90.10% | Test Loss: 0.397 | Test Acc: 86.37% +2025-04-27 18:53:36,872 - train - INFO - Epoch: 38 | Train Loss: 0.270 | Train Acc: 90.76% | Test Loss: 0.348 | Test Acc: 88.34% +2025-04-27 18:54:08,146 - train - INFO - Epoch: 39 | Train Loss: 0.252 | Train Acc: 91.39% | Test Loss: 0.349 | Test Acc: 88.20% +2025-04-27 18:54:29,523 - train - INFO - Epoch: 40 | Train Loss: 0.234 | Train Acc: 91.86% | Test Loss: 0.326 | Test Acc: 89.32% +2025-04-27 18:55:00,499 - train - INFO - Epoch: 41 | Train Loss: 0.214 | Train Acc: 92.67% | Test Loss: 0.319 | Test Acc: 89.17% +2025-04-27 18:55:21,501 - train - INFO - Epoch: 42 | Train Loss: 0.195 | Train Acc: 93.20% | Test Loss: 0.306 | Test Acc: 89.92% +2025-04-27 18:55:52,701 - train - INFO - Epoch: 43 | Train Loss: 0.175 | Train Acc: 94.00% | Test Loss: 0.305 | Test Acc: 89.89% +2025-04-27 18:56:13,831 - train - INFO - Epoch: 44 | Train Loss: 0.160 | Train Acc: 94.55% | Test Loss: 0.296 | Test Acc: 90.37% +2025-04-27 18:56:44,776 - train - INFO - Epoch: 45 | Train Loss: 0.148 | Train Acc: 94.89% | Test Loss: 0.293 | Test Acc: 90.80% +2025-04-27 18:57:05,344 - train - INFO - Epoch: 46 | Train Loss: 0.130 | Train Acc: 95.62% | Test Loss: 0.283 | Test Acc: 91.03% +2025-04-27 18:57:34,303 - train - INFO - Epoch: 47 | Train Loss: 0.123 | Train Acc: 95.86% | Test Loss: 0.281 | Test Acc: 90.80% +2025-04-27 18:57:53,148 - train - INFO - Epoch: 48 | Train Loss: 0.115 | Train Acc: 96.13% | Test Loss: 0.285 | Test Acc: 90.85% +2025-04-27 18:58:21,297 - train - INFO - Epoch: 49 | Train Loss: 0.109 | Train Acc: 96.34% | Test Loss: 0.287 | Test Acc: 91.10% +2025-04-27 18:58:40,113 - train - INFO - Epoch: 50 | Train Loss: 0.108 | Train Acc: 96.32% | Test Loss: 0.287 | Test Acc: 90.88% +2025-04-27 18:58:49,341 - train - INFO - 训练完成!