diff --git a/Image/GoogLeNet/code/backdoor_train.log b/Image/GoogLeNet/code/backdoor_train.log
new file mode 100644
index 0000000000000000000000000000000000000000..f6950d64ab45d4e3afd6cc880af9dd591e830046
--- /dev/null
+++ b/Image/GoogLeNet/code/backdoor_train.log
@@ -0,0 +1,253 @@
+2025-03-14 18:31:20,291 - train - INFO - 开始训练 googlenet
+2025-03-14 18:31:20,292 - train - INFO - 总轮数: 50, 学习率: 0.1, 设备: cuda:3
+2025-03-14 18:31:21,222 - train - INFO - Epoch: 1 | Batch: 0 | Loss: 2.312 | Acc: 8.59%
+2025-03-14 18:31:28,215 - train - INFO - Epoch: 1 | Batch: 100 | Loss: 2.092 | Acc: 25.94%
+2025-03-14 18:31:35,266 - train - INFO - Epoch: 1 | Batch: 200 | Loss: 1.897 | Acc: 31.04%
+2025-03-14 18:31:42,221 - train - INFO - Epoch: 1 | Batch: 300 | Loss: 1.747 | Acc: 36.20%
+2025-03-14 18:31:50,598 - train - INFO - Epoch: 1 | Test Loss: 1.445 | Test Acc: 49.22%
+2025-03-14 18:31:51,056 - train - INFO - Epoch: 2 | Batch: 0 | Loss: 1.294 | Acc: 53.12%
+2025-03-14 18:31:58,227 - train - INFO - Epoch: 2 | Batch: 100 | Loss: 1.207 | Acc: 56.52%
+2025-03-14 18:32:05,203 - train - INFO - Epoch: 2 | Batch: 200 | Loss: 1.168 | Acc: 57.99%
+2025-03-14 18:32:12,168 - train - INFO - Epoch: 2 | Batch: 300 | Loss: 1.125 | Acc: 59.77%
+2025-03-14 18:32:20,524 - train - INFO - Epoch: 2 | Test Loss: 1.125 | Test Acc: 60.74%
+2025-03-14 18:32:31,250 - train - INFO - Epoch: 3 | Batch: 0 | Loss: 1.041 | Acc: 62.50%
+2025-03-14 18:32:38,204 - train - INFO - Epoch: 3 | Batch: 100 | Loss: 0.941 | Acc: 67.26%
+2025-03-14 18:32:45,122 - train - INFO - Epoch: 3 | Batch: 200 | Loss: 0.916 | Acc: 68.09%
+2025-03-14 18:32:52,023 - train - INFO - Epoch: 3 | Batch: 300 | Loss: 0.901 | Acc: 68.80%
+2025-03-14 18:33:00,204 - train - INFO - Epoch: 3 | Test Loss: 1.086 | Test Acc: 64.29%
+2025-03-14 18:33:00,443 - train - INFO - Epoch: 4 | Batch: 0 | Loss: 0.814 | Acc: 69.53%
+2025-03-14 18:33:07,363 - train - INFO - Epoch: 4 | Batch: 100 | Loss: 0.779 | Acc: 73.75%
+2025-03-14 18:33:14,343 - train - INFO - Epoch: 4 | Batch: 200 | Loss: 0.757 | Acc: 74.37%
+2025-03-14 18:33:21,334 - train - INFO - Epoch: 4 | Batch: 300 | Loss: 0.746 | Acc: 74.65%
+2025-03-14 18:33:29,599 - train - INFO - Epoch: 4 | Test Loss: 0.788 | Test Acc: 72.94%
+2025-03-14 18:33:39,753 - train - INFO - Epoch: 5 | Batch: 0 | Loss: 0.608 | Acc: 80.47%
+2025-03-14 18:33:46,681 - train - INFO - Epoch: 5 | Batch: 100 | Loss: 0.675 | Acc: 77.30%
+2025-03-14 18:33:53,617 - train - INFO - Epoch: 5 | Batch: 200 | Loss: 0.663 | Acc: 77.99%
+2025-03-14 18:34:00,613 - train - INFO - Epoch: 5 | Batch: 300 | Loss: 0.659 | Acc: 78.01%
+2025-03-14 18:34:09,087 - train - INFO - Epoch: 5 | Test Loss: 0.913 | Test Acc: 70.15%
+2025-03-14 18:34:09,307 - train - INFO - Epoch: 6 | Batch: 0 | Loss: 0.679 | Acc: 75.00%
+2025-03-14 18:34:16,244 - train - INFO - Epoch: 6 | Batch: 100 | Loss: 0.609 | Acc: 79.80%
+2025-03-14 18:34:23,235 - train - INFO - Epoch: 6 | Batch: 200 | Loss: 0.608 | Acc: 79.80%
+2025-03-14 18:34:30,149 - train - INFO - Epoch: 6 | Batch: 300 | Loss: 0.604 | Acc: 79.90%
+2025-03-14 18:34:38,364 - train - INFO - Epoch: 6 | Test Loss: 0.770 | Test Acc: 75.07%
+2025-03-14 18:34:48,225 - train - INFO - Epoch: 7 | Batch: 0 | Loss: 0.457 | Acc: 83.59%
+2025-03-14 18:34:55,221 - train - INFO - Epoch: 7 | Batch: 100 | Loss: 0.560 | Acc: 81.25%
+2025-03-14 18:35:02,248 - train - INFO - Epoch: 7 | Batch: 200 | Loss: 0.567 | Acc: 81.18%
+2025-03-14 18:35:09,188 - train - INFO - Epoch: 7 | Batch: 300 | Loss: 0.568 | Acc: 81.13%
+2025-03-14 18:35:17,403 - train - INFO - Epoch: 7 | Test Loss: 0.679 | Test Acc: 76.28%
+2025-03-14 18:35:17,649 - train - INFO - Epoch: 8 | Batch: 0 | Loss: 0.513 | Acc: 85.16%
+2025-03-14 18:35:24,626 - train - INFO - Epoch: 8 | Batch: 100 | Loss: 0.533 | Acc: 82.65%
+2025-03-14 18:35:31,671 - train - INFO - Epoch: 8 | Batch: 200 | Loss: 0.534 | Acc: 82.40%
+2025-03-14 18:35:38,701 - train - INFO - Epoch: 8 | Batch: 300 | Loss: 0.546 | Acc: 82.06%
+2025-03-14 18:35:46,848 - train - INFO - Epoch: 8 | Test Loss: 0.625 | Test Acc: 79.10%
+2025-03-14 18:35:56,818 - train - INFO - Epoch: 9 | Batch: 0 | Loss: 0.459 | Acc: 85.94%
+2025-03-14 18:36:03,796 - train - INFO - Epoch: 9 | Batch: 100 | Loss: 0.518 | Acc: 83.04%
+2025-03-14 18:36:11,257 - train - INFO - Epoch: 9 | Batch: 200 | Loss: 0.519 | Acc: 82.80%
+2025-03-14 18:36:18,286 - train - INFO - Epoch: 9 | Batch: 300 | Loss: 0.518 | Acc: 82.91%
+2025-03-14 18:36:26,501 - train - INFO - Epoch: 9 | Test Loss: 0.734 | Test Acc: 75.82%
+2025-03-14 18:36:26,739 - train - INFO - Epoch: 10 | Batch: 0 | Loss: 0.431 | Acc: 85.94%
+2025-03-14 18:36:33,777 - train - INFO - Epoch: 10 | Batch: 100 | Loss: 0.497 | Acc: 83.81%
+2025-03-14 18:36:40,707 - train - INFO - Epoch: 10 | Batch: 200 | Loss: 0.501 | Acc: 83.66%
+2025-03-14 18:36:47,637 - train - INFO - Epoch: 10 | Batch: 300 | Loss: 0.503 | Acc: 83.56%
+2025-03-14 18:36:55,863 - train - INFO - Epoch: 10 | Test Loss: 0.750 | Test Acc: 75.56%
+2025-03-14 18:37:05,916 - train - INFO - Epoch: 11 | Batch: 0 | Loss: 0.489 | Acc: 83.59%
+2025-03-14 18:37:13,239 - train - INFO - Epoch: 11 | Batch: 100 | Loss: 0.482 | Acc: 84.23%
+2025-03-14 18:37:20,129 - train - INFO - Epoch: 11 | Batch: 200 | Loss: 0.485 | Acc: 84.08%
+2025-03-14 18:37:27,097 - train - INFO - Epoch: 11 | Batch: 300 | Loss: 0.491 | Acc: 83.91%
+2025-03-14 18:37:35,213 - train - INFO - Epoch: 11 | Test Loss: 1.081 | Test Acc: 65.30%
+2025-03-14 18:37:35,440 - train - INFO - Epoch: 12 | Batch: 0 | Loss: 0.406 | Acc: 89.84%
+2025-03-14 18:37:42,434 - train - INFO - Epoch: 12 | Batch: 100 | Loss: 0.476 | Acc: 84.36%
+2025-03-14 18:37:49,364 - train - INFO - Epoch: 12 | Batch: 200 | Loss: 0.488 | Acc: 84.07%
+2025-03-14 18:37:56,330 - train - INFO - Epoch: 12 | Batch: 300 | Loss: 0.485 | Acc: 84.26%
+2025-03-14 18:38:04,457 - train - INFO - Epoch: 12 | Test Loss: 0.702 | Test Acc: 77.19%
+2025-03-14 18:38:14,387 - train - INFO - Epoch: 13 | Batch: 0 | Loss: 0.424 | Acc: 87.50%
+2025-03-14 18:38:21,432 - train - INFO - Epoch: 13 | Batch: 100 | Loss: 0.477 | Acc: 84.16%
+2025-03-14 18:38:28,743 - train - INFO - Epoch: 13 | Batch: 200 | Loss: 0.477 | Acc: 84.28%
+2025-03-14 18:38:35,849 - train - INFO - Epoch: 13 | Batch: 300 | Loss: 0.477 | Acc: 84.28%
+2025-03-14 18:38:44,026 - train - INFO - Epoch: 13 | Test Loss: 0.741 | Test Acc: 76.15%
+2025-03-14 18:38:44,258 - train - INFO - Epoch: 14 | Batch: 0 | Loss: 0.452 | Acc: 85.94%
+2025-03-14 18:38:51,221 - train - INFO - Epoch: 14 | Batch: 100 | Loss: 0.447 | Acc: 85.49%
+2025-03-14 18:38:58,138 - train - INFO - Epoch: 14 | Batch: 200 | Loss: 0.460 | Acc: 84.93%
+2025-03-14 18:39:05,079 - train - INFO - Epoch: 14 | Batch: 300 | Loss: 0.467 | Acc: 84.76%
+2025-03-14 18:39:13,204 - train - INFO - Epoch: 14 | Test Loss: 0.766 | Test Acc: 74.77%
+2025-03-14 18:39:22,803 - train - INFO - Epoch: 15 | Batch: 0 | Loss: 0.499 | Acc: 82.81%
+2025-03-14 18:39:29,758 - train - INFO - Epoch: 15 | Batch: 100 | Loss: 0.441 | Acc: 85.46%
+2025-03-14 18:39:36,679 - train - INFO - Epoch: 15 | Batch: 200 | Loss: 0.443 | Acc: 85.55%
+2025-03-14 18:39:43,578 - train - INFO - Epoch: 15 | Batch: 300 | Loss: 0.451 | Acc: 85.27%
+2025-03-14 18:39:51,771 - train - INFO - Epoch: 15 | Test Loss: 0.645 | Test Acc: 79.15%
+2025-03-14 18:39:52,015 - train - INFO - Epoch: 16 | Batch: 0 | Loss: 0.420 | Acc: 87.50%
+2025-03-14 18:39:59,027 - train - INFO - Epoch: 16 | Batch: 100 | Loss: 0.446 | Acc: 85.44%
+2025-03-14 18:40:06,010 - train - INFO - Epoch: 16 | Batch: 200 | Loss: 0.452 | Acc: 85.33%
+2025-03-14 18:40:12,985 - train - INFO - Epoch: 16 | Batch: 300 | Loss: 0.454 | Acc: 85.31%
+2025-03-14 18:40:21,166 - train - INFO - Epoch: 16 | Test Loss: 0.646 | Test Acc: 77.47%
+2025-03-14 18:40:31,085 - train - INFO - Epoch: 17 | Batch: 0 | Loss: 0.443 | Acc: 86.72%
+2025-03-14 18:40:38,156 - train - INFO - Epoch: 17 | Batch: 100 | Loss: 0.432 | Acc: 86.05%
+2025-03-14 18:40:45,116 - train - INFO - Epoch: 17 | Batch: 200 | Loss: 0.429 | Acc: 86.07%
+2025-03-14 18:40:52,072 - train - INFO - Epoch: 17 | Batch: 300 | Loss: 0.434 | Acc: 85.92%
+2025-03-14 18:41:00,189 - train - INFO - Epoch: 17 | Test Loss: 0.689 | Test Acc: 77.78%
+2025-03-14 18:41:00,424 - train - INFO - Epoch: 18 | Batch: 0 | Loss: 0.558 | Acc: 80.47%
+2025-03-14 18:41:07,359 - train - INFO - Epoch: 18 | Batch: 100 | Loss: 0.436 | Acc: 85.83%
+2025-03-14 18:41:14,308 - train - INFO - Epoch: 18 | Batch: 200 | Loss: 0.435 | Acc: 85.90%
+2025-03-14 18:41:21,205 - train - INFO - Epoch: 18 | Batch: 300 | Loss: 0.440 | Acc: 85.65%
+2025-03-14 18:41:29,484 - train - INFO - Epoch: 18 | Test Loss: 0.989 | Test Acc: 71.68%
+2025-03-14 18:41:39,447 - train - INFO - Epoch: 19 | Batch: 0 | Loss: 0.436 | Acc: 82.81%
+2025-03-14 18:41:46,650 - train - INFO - Epoch: 19 | Batch: 100 | Loss: 0.426 | Acc: 86.03%
+2025-03-14 18:41:54,022 - train - INFO - Epoch: 19 | Batch: 200 | Loss: 0.432 | Acc: 85.74%
+2025-03-14 18:42:01,123 - train - INFO - Epoch: 19 | Batch: 300 | Loss: 0.428 | Acc: 85.88%
+2025-03-14 18:42:09,651 - train - INFO - Epoch: 19 | Test Loss: 0.515 | Test Acc: 82.56%
+2025-03-14 18:42:09,924 - train - INFO - Epoch: 20 | Batch: 0 | Loss: 0.391 | Acc: 82.81%
+2025-03-14 18:42:16,896 - train - INFO - Epoch: 20 | Batch: 100 | Loss: 0.421 | Acc: 86.05%
+2025-03-14 18:42:23,895 - train - INFO - Epoch: 20 | Batch: 200 | Loss: 0.420 | Acc: 86.23%
+2025-03-14 18:42:30,991 - train - INFO - Epoch: 20 | Batch: 300 | Loss: 0.423 | Acc: 86.19%
+2025-03-14 18:42:39,201 - train - INFO - Epoch: 20 | Test Loss: 0.589 | Test Acc: 80.34%
+2025-03-14 18:42:49,396 - train - INFO - Epoch: 21 | Batch: 0 | Loss: 0.435 | Acc: 80.47%
+2025-03-14 18:42:56,354 - train - INFO - Epoch: 21 | Batch: 100 | Loss: 0.410 | Acc: 86.80%
+2025-03-14 18:43:03,721 - train - INFO - Epoch: 21 | Batch: 200 | Loss: 0.415 | Acc: 86.52%
+2025-03-14 18:43:11,052 - train - INFO - Epoch: 21 | Batch: 300 | Loss: 0.418 | Acc: 86.47%
+2025-03-14 18:43:19,728 - train - INFO - Epoch: 21 | Test Loss: 0.663 | Test Acc: 76.98%
+2025-03-14 18:43:19,995 - train - INFO - Epoch: 22 | Batch: 0 | Loss: 0.416 | Acc: 87.50%
+2025-03-14 18:43:27,147 - train - INFO - Epoch: 22 | Batch: 100 | Loss: 0.397 | Acc: 87.29%
+2025-03-14 18:43:34,586 - train - INFO - Epoch: 22 | Batch: 200 | Loss: 0.400 | Acc: 87.05%
+2025-03-14 18:43:41,942 - train - INFO - Epoch: 22 | Batch: 300 | Loss: 0.404 | Acc: 86.85%
+2025-03-14 18:43:50,533 - train - INFO - Epoch: 22 | Test Loss: 0.608 | Test Acc: 79.83%
+2025-03-14 18:44:00,545 - train - INFO - Epoch: 23 | Batch: 0 | Loss: 0.477 | Acc: 83.59%
+2025-03-14 18:44:07,956 - train - INFO - Epoch: 23 | Batch: 100 | Loss: 0.412 | Acc: 86.49%
+2025-03-14 18:44:15,630 - train - INFO - Epoch: 23 | Batch: 200 | Loss: 0.413 | Acc: 86.48%
+2025-03-14 18:44:23,070 - train - INFO - Epoch: 23 | Batch: 300 | Loss: 0.413 | Acc: 86.48%
+2025-03-14 18:44:31,415 - train - INFO - Epoch: 23 | Test Loss: 0.899 | Test Acc: 72.21%
+2025-03-14 18:44:31,641 - train - INFO - Epoch: 24 | Batch: 0 | Loss: 0.433 | Acc: 84.38%
+2025-03-14 18:44:38,946 - train - INFO - Epoch: 24 | Batch: 100 | Loss: 0.378 | Acc: 87.86%
+2025-03-14 18:44:46,204 - train - INFO - Epoch: 24 | Batch: 200 | Loss: 0.391 | Acc: 87.29%
+2025-03-14 18:44:53,413 - train - INFO - Epoch: 24 | Batch: 300 | Loss: 0.398 | Acc: 87.05%
+2025-03-14 18:45:01,761 - train - INFO - Epoch: 24 | Test Loss: 0.561 | Test Acc: 80.88%
+2025-03-14 18:45:12,196 - train - INFO - Epoch: 25 | Batch: 0 | Loss: 0.439 | Acc: 84.38%
+2025-03-14 18:45:19,714 - train - INFO - Epoch: 25 | Batch: 100 | Loss: 0.389 | Acc: 87.44%
+2025-03-14 18:45:27,090 - train - INFO - Epoch: 25 | Batch: 200 | Loss: 0.400 | Acc: 86.98%
+2025-03-14 18:45:34,533 - train - INFO - Epoch: 25 | Batch: 300 | Loss: 0.401 | Acc: 86.99%
+2025-03-14 18:45:43,245 - train - INFO - Epoch: 25 | Test Loss: 0.674 | Test Acc: 77.48%
+2025-03-14 18:45:43,490 - train - INFO - Epoch: 26 | Batch: 0 | Loss: 0.369 | Acc: 86.72%
+2025-03-14 18:45:50,813 - train - INFO - Epoch: 26 | Batch: 100 | Loss: 0.395 | Acc: 87.08%
+2025-03-14 18:45:57,909 - train - INFO - Epoch: 26 | Batch: 200 | Loss: 0.398 | Acc: 87.18%
+2025-03-14 18:46:05,247 - train - INFO - Epoch: 26 | Batch: 300 | Loss: 0.402 | Acc: 87.02%
+2025-03-14 18:46:13,802 - train - INFO - Epoch: 26 | Test Loss: 0.656 | Test Acc: 78.80%
+2025-03-14 18:46:24,054 - train - INFO - Epoch: 27 | Batch: 0 | Loss: 0.308 | Acc: 89.84%
+2025-03-14 18:46:31,511 - train - INFO - Epoch: 27 | Batch: 100 | Loss: 0.396 | Acc: 87.24%
+2025-03-14 18:46:39,357 - train - INFO - Epoch: 27 | Batch: 200 | Loss: 0.395 | Acc: 87.38%
+2025-03-14 18:46:46,695 - train - INFO - Epoch: 27 | Batch: 300 | Loss: 0.393 | Acc: 87.33%
+2025-03-14 18:46:55,182 - train - INFO - Epoch: 27 | Test Loss: 0.689 | Test Acc: 77.25%
+2025-03-14 18:46:55,414 - train - INFO - Epoch: 28 | Batch: 0 | Loss: 0.388 | Acc: 86.72%
+2025-03-14 18:47:02,507 - train - INFO - Epoch: 28 | Batch: 100 | Loss: 0.387 | Acc: 87.59%
+2025-03-14 18:47:09,801 - train - INFO - Epoch: 28 | Batch: 200 | Loss: 0.396 | Acc: 87.31%
+2025-03-14 18:47:17,068 - train - INFO - Epoch: 28 | Batch: 300 | Loss: 0.394 | Acc: 87.34%
+2025-03-14 18:47:25,511 - train - INFO - Epoch: 28 | Test Loss: 0.470 | Test Acc: 84.73%
+2025-03-14 18:47:35,983 - train - INFO - Epoch: 29 | Batch: 0 | Loss: 0.355 | Acc: 89.84%
+2025-03-14 18:47:43,643 - train - INFO - Epoch: 29 | Batch: 100 | Loss: 0.377 | Acc: 87.65%
+2025-03-14 18:47:51,004 - train - INFO - Epoch: 29 | Batch: 200 | Loss: 0.391 | Acc: 87.23%
+2025-03-14 18:47:58,184 - train - INFO - Epoch: 29 | Batch: 300 | Loss: 0.395 | Acc: 87.15%
+2025-03-14 18:48:06,676 - train - INFO - Epoch: 29 | Test Loss: 0.678 | Test Acc: 77.69%
+2025-03-14 18:48:06,910 - train - INFO - Epoch: 30 | Batch: 0 | Loss: 0.515 | Acc: 84.38%
+2025-03-14 18:48:14,368 - train - INFO - Epoch: 30 | Batch: 100 | Loss: 0.377 | Acc: 88.01%
+2025-03-14 18:48:21,771 - train - INFO - Epoch: 30 | Batch: 200 | Loss: 0.386 | Acc: 87.42%
+2025-03-14 18:48:28,928 - train - INFO - Epoch: 30 | Batch: 300 | Loss: 0.386 | Acc: 87.42%
+2025-03-14 18:48:37,494 - train - INFO - Epoch: 30 | Test Loss: 0.586 | Test Acc: 80.55%
+2025-03-14 18:48:47,882 - train - INFO - Epoch: 31 | Batch: 0 | Loss: 0.252 | Acc: 92.97%
+2025-03-14 18:48:55,362 - train - INFO - Epoch: 31 | Batch: 100 | Loss: 0.353 | Acc: 88.71%
+2025-03-14 18:49:02,770 - train - INFO - Epoch: 31 | Batch: 200 | Loss: 0.371 | Acc: 88.06%
+2025-03-14 18:49:10,065 - train - INFO - Epoch: 31 | Batch: 300 | Loss: 0.377 | Acc: 87.85%
+2025-03-14 18:49:18,945 - train - INFO - Epoch: 31 | Test Loss: 0.647 | Test Acc: 78.50%
+2025-03-14 18:49:19,193 - train - INFO - Epoch: 32 | Batch: 0 | Loss: 0.384 | Acc: 83.59%
+2025-03-14 18:49:26,450 - train - INFO - Epoch: 32 | Batch: 100 | Loss: 0.373 | Acc: 88.00%
+2025-03-14 18:49:33,505 - train - INFO - Epoch: 32 | Batch: 200 | Loss: 0.373 | Acc: 87.97%
+2025-03-14 18:49:40,801 - train - INFO - Epoch: 32 | Batch: 300 | Loss: 0.375 | Acc: 87.90%
+2025-03-14 18:49:49,380 - train - INFO - Epoch: 32 | Test Loss: 0.711 | Test Acc: 77.94%
+2025-03-14 18:49:59,461 - train - INFO - Epoch: 33 | Batch: 0 | Loss: 0.487 | Acc: 85.94%
+2025-03-14 18:50:06,682 - train - INFO - Epoch: 33 | Batch: 100 | Loss: 0.374 | Acc: 87.84%
+2025-03-14 18:50:13,961 - train - INFO - Epoch: 33 | Batch: 200 | Loss: 0.377 | Acc: 87.75%
+2025-03-14 18:50:21,274 - train - INFO - Epoch: 33 | Batch: 300 | Loss: 0.381 | Acc: 87.68%
+2025-03-14 18:50:29,580 - train - INFO - Epoch: 33 | Test Loss: 0.697 | Test Acc: 76.06%
+2025-03-14 18:50:29,820 - train - INFO - Epoch: 34 | Batch: 0 | Loss: 0.334 | Acc: 89.84%
+2025-03-14 18:50:37,074 - train - INFO - Epoch: 34 | Batch: 100 | Loss: 0.379 | Acc: 87.65%
+2025-03-14 18:50:44,395 - train - INFO - Epoch: 34 | Batch: 200 | Loss: 0.374 | Acc: 87.91%
+2025-03-14 18:50:51,684 - train - INFO - Epoch: 34 | Batch: 300 | Loss: 0.376 | Acc: 87.83%
+2025-03-14 18:51:00,119 - train - INFO - Epoch: 34 | Test Loss: 0.992 | Test Acc: 70.77%
+2025-03-14 18:51:10,544 - train - INFO - Epoch: 35 | Batch: 0 | Loss: 0.377 | Acc: 87.50%
+2025-03-14 18:51:17,930 - train - INFO - Epoch: 35 | Batch: 100 | Loss: 0.362 | Acc: 88.38%
+2025-03-14 18:51:25,422 - train - INFO - Epoch: 35 | Batch: 200 | Loss: 0.370 | Acc: 88.11%
+2025-03-14 18:51:32,507 - train - INFO - Epoch: 35 | Batch: 300 | Loss: 0.377 | Acc: 87.89%
+2025-03-14 18:51:41,005 - train - INFO - Epoch: 35 | Test Loss: 0.463 | Test Acc: 85.28%
+2025-03-14 18:51:41,239 - train - INFO - Epoch: 36 | Batch: 0 | Loss: 0.324 | Acc: 87.50%
+2025-03-14 18:51:48,665 - train - INFO - Epoch: 36 | Batch: 100 | Loss: 0.342 | Acc: 88.98%
+2025-03-14 18:51:55,929 - train - INFO - Epoch: 36 | Batch: 200 | Loss: 0.363 | Acc: 88.21%
+2025-03-14 18:52:03,032 - train - INFO - Epoch: 36 | Batch: 300 | Loss: 0.368 | Acc: 88.07%
+2025-03-14 18:52:11,635 - train - INFO - Epoch: 36 | Test Loss: 0.583 | Test Acc: 81.06%
+2025-03-14 18:52:22,104 - train - INFO - Epoch: 37 | Batch: 0 | Loss: 0.340 | Acc: 88.28%
+2025-03-14 18:52:29,226 - train - INFO - Epoch: 37 | Batch: 100 | Loss: 0.347 | Acc: 88.73%
+2025-03-14 18:52:36,411 - train - INFO - Epoch: 37 | Batch: 200 | Loss: 0.360 | Acc: 88.43%
+2025-03-14 18:52:43,677 - train - INFO - Epoch: 37 | Batch: 300 | Loss: 0.369 | Acc: 88.09%
+2025-03-14 18:52:52,388 - train - INFO - Epoch: 37 | Test Loss: 0.564 | Test Acc: 81.73%
+2025-03-14 18:52:52,674 - train - INFO - Epoch: 38 | Batch: 0 | Loss: 0.327 | Acc: 90.62%
+2025-03-14 18:52:59,804 - train - INFO - Epoch: 38 | Batch: 100 | Loss: 0.354 | Acc: 88.45%
+2025-03-14 18:53:07,104 - train - INFO - Epoch: 38 | Batch: 200 | Loss: 0.367 | Acc: 88.20%
+2025-03-14 18:53:14,658 - train - INFO - Epoch: 38 | Batch: 300 | Loss: 0.368 | Acc: 88.29%
+2025-03-14 18:53:23,272 - train - INFO - Epoch: 38 | Test Loss: 0.600 | Test Acc: 81.34%
+2025-03-14 18:53:33,004 - train - INFO - Epoch: 39 | Batch: 0 | Loss: 0.269 | Acc: 91.41%
+2025-03-14 18:53:40,377 - train - INFO - Epoch: 39 | Batch: 100 | Loss: 0.341 | Acc: 89.06%
+2025-03-14 18:53:47,738 - train - INFO - Epoch: 39 | Batch: 200 | Loss: 0.347 | Acc: 88.99%
+2025-03-14 18:53:55,011 - train - INFO - Epoch: 39 | Batch: 300 | Loss: 0.361 | Acc: 88.44%
+2025-03-14 18:54:03,393 - train - INFO - Epoch: 39 | Test Loss: 0.550 | Test Acc: 82.52%
+2025-03-14 18:54:03,640 - train - INFO - Epoch: 40 | Batch: 0 | Loss: 0.374 | Acc: 86.72%
+2025-03-14 18:54:10,988 - train - INFO - Epoch: 40 | Batch: 100 | Loss: 0.363 | Acc: 88.36%
+2025-03-14 18:54:18,358 - train - INFO - Epoch: 40 | Batch: 200 | Loss: 0.365 | Acc: 88.25%
+2025-03-14 18:54:25,578 - train - INFO - Epoch: 40 | Batch: 300 | Loss: 0.365 | Acc: 88.25%
+2025-03-14 18:54:33,924 - train - INFO - Epoch: 40 | Test Loss: 0.777 | Test Acc: 75.62%
+2025-03-14 18:54:45,182 - train - INFO - Epoch: 41 | Batch: 0 | Loss: 0.244 | Acc: 92.97%
+2025-03-14 18:54:52,512 - train - INFO - Epoch: 41 | Batch: 100 | Loss: 0.326 | Acc: 89.37%
+2025-03-14 18:54:59,594 - train - INFO - Epoch: 41 | Batch: 200 | Loss: 0.342 | Acc: 88.81%
+2025-03-14 18:55:06,787 - train - INFO - Epoch: 41 | Batch: 300 | Loss: 0.351 | Acc: 88.56%
+2025-03-14 18:55:15,344 - train - INFO - Epoch: 41 | Test Loss: 0.876 | Test Acc: 73.90%
+2025-03-14 18:55:15,580 - train - INFO - Epoch: 42 | Batch: 0 | Loss: 0.242 | Acc: 90.62%
+2025-03-14 18:55:22,860 - train - INFO - Epoch: 42 | Batch: 100 | Loss: 0.339 | Acc: 89.23%
+2025-03-14 18:55:29,918 - train - INFO - Epoch: 42 | Batch: 200 | Loss: 0.350 | Acc: 88.91%
+2025-03-14 18:55:36,919 - train - INFO - Epoch: 42 | Batch: 300 | Loss: 0.356 | Acc: 88.66%
+2025-03-14 18:55:45,039 - train - INFO - Epoch: 42 | Test Loss: 0.649 | Test Acc: 79.72%
+2025-03-14 18:55:54,936 - train - INFO - Epoch: 43 | Batch: 0 | Loss: 0.386 | Acc: 87.50%
+2025-03-14 18:56:01,943 - train - INFO - Epoch: 43 | Batch: 100 | Loss: 0.344 | Acc: 88.71%
+2025-03-14 18:56:08,920 - train - INFO - Epoch: 43 | Batch: 200 | Loss: 0.347 | Acc: 88.67%
+2025-03-14 18:56:15,787 - train - INFO - Epoch: 43 | Batch: 300 | Loss: 0.353 | Acc: 88.59%
+2025-03-14 18:56:23,899 - train - INFO - Epoch: 43 | Test Loss: 0.649 | Test Acc: 79.67%
+2025-03-14 18:56:24,121 - train - INFO - Epoch: 44 | Batch: 0 | Loss: 0.316 | Acc: 89.06%
+2025-03-14 18:56:31,004 - train - INFO - Epoch: 44 | Batch: 100 | Loss: 0.349 | Acc: 88.54%
+2025-03-14 18:56:37,903 - train - INFO - Epoch: 44 | Batch: 200 | Loss: 0.351 | Acc: 88.56%
+2025-03-14 18:56:44,906 - train - INFO - Epoch: 44 | Batch: 300 | Loss: 0.359 | Acc: 88.30%
+2025-03-14 18:56:53,121 - train - INFO - Epoch: 44 | Test Loss: 0.492 | Test Acc: 83.67%
+2025-03-14 18:57:03,186 - train - INFO - Epoch: 45 | Batch: 0 | Loss: 0.235 | Acc: 92.97%
+2025-03-14 18:57:10,154 - train - INFO - Epoch: 45 | Batch: 100 | Loss: 0.331 | Acc: 89.50%
+2025-03-14 18:57:17,064 - train - INFO - Epoch: 45 | Batch: 200 | Loss: 0.346 | Acc: 88.84%
+2025-03-14 18:57:24,057 - train - INFO - Epoch: 45 | Batch: 300 | Loss: 0.346 | Acc: 88.87%
+2025-03-14 18:57:32,237 - train - INFO - Epoch: 45 | Test Loss: 0.589 | Test Acc: 81.24%
+2025-03-14 18:57:32,528 - train - INFO - Epoch: 46 | Batch: 0 | Loss: 0.400 | Acc: 88.28%
+2025-03-14 18:57:39,557 - train - INFO - Epoch: 46 | Batch: 100 | Loss: 0.349 | Acc: 88.92%
+2025-03-14 18:57:46,516 - train - INFO - Epoch: 46 | Batch: 200 | Loss: 0.353 | Acc: 88.71%
+2025-03-14 18:57:53,738 - train - INFO - Epoch: 46 | Batch: 300 | Loss: 0.353 | Acc: 88.72%
+2025-03-14 18:58:02,011 - train - INFO - Epoch: 46 | Test Loss: 0.677 | Test Acc: 78.95%
+2025-03-14 18:58:12,903 - train - INFO - Epoch: 47 | Batch: 0 | Loss: 0.241 | Acc: 92.97%
+2025-03-14 18:58:20,180 - train - INFO - Epoch: 47 | Batch: 100 | Loss: 0.322 | Acc: 90.06%
+2025-03-14 18:58:27,236 - train - INFO - Epoch: 47 | Batch: 200 | Loss: 0.340 | Acc: 89.31%
+2025-03-14 18:58:34,194 - train - INFO - Epoch: 47 | Batch: 300 | Loss: 0.341 | Acc: 89.26%
+2025-03-14 18:58:42,382 - train - INFO - Epoch: 47 | Test Loss: 0.471 | Test Acc: 84.72%
+2025-03-14 18:58:42,636 - train - INFO - Epoch: 48 | Batch: 0 | Loss: 0.331 | Acc: 89.06%
+2025-03-14 18:58:49,682 - train - INFO - Epoch: 48 | Batch: 100 | Loss: 0.331 | Acc: 89.20%
+2025-03-14 18:58:56,576 - train - INFO - Epoch: 48 | Batch: 200 | Loss: 0.340 | Acc: 89.05%
+2025-03-14 18:59:03,520 - train - INFO - Epoch: 48 | Batch: 300 | Loss: 0.341 | Acc: 89.00%
+2025-03-14 18:59:11,687 - train - INFO - Epoch: 48 | Test Loss: 0.482 | Test Acc: 84.36%
+2025-03-14 18:59:21,789 - train - INFO - Epoch: 49 | Batch: 0 | Loss: 0.436 | Acc: 85.16%
+2025-03-14 18:59:28,754 - train - INFO - Epoch: 49 | Batch: 100 | Loss: 0.334 | Acc: 89.57%
+2025-03-14 18:59:35,845 - train - INFO - Epoch: 49 | Batch: 200 | Loss: 0.334 | Acc: 89.27%
+2025-03-14 18:59:42,788 - train - INFO - Epoch: 49 | Batch: 300 | Loss: 0.344 | Acc: 88.89%
+2025-03-14 18:59:50,960 - train - INFO - Epoch: 49 | Test Loss: 0.923 | Test Acc: 73.10%
+2025-03-14 18:59:51,174 - train - INFO - Epoch: 50 | Batch: 0 | Loss: 0.190 | Acc: 92.19%
+2025-03-14 18:59:58,102 - train - INFO - Epoch: 50 | Batch: 100 | Loss: 0.320 | Acc: 89.76%
+2025-03-14 19:00:05,019 - train - INFO - Epoch: 50 | Batch: 200 | Loss: 0.328 | Acc: 89.75%
+2025-03-14 19:00:11,950 - train - INFO - Epoch: 50 | Batch: 300 | Loss: 0.340 | Acc: 89.21%
+2025-03-14 19:00:20,210 - train - INFO - Epoch: 50 | Test Loss: 0.964 | Test Acc: 73.76%
+2025-03-14 19:00:30,919 - train - INFO - 训练完成!
diff --git a/Image/GoogLeNet/model/2/epoch1/embeddings.npy b/Image/GoogLeNet/model/2/epoch1/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..3ffaf17a42a06683c2c64f2558a10a9c48e3804d
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch1/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d1d6425e3e96869f8d8b8973225457a50cc846b88948e8b84b874295fc4fd9f
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch1/subject_model.pth b/Image/GoogLeNet/model/2/epoch1/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..356f27cf7bb035a7180ead0e49ea87d03d3aa0c1
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch1/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1579689f9b5a41530a19098e310d65197e2b5aaaf78695946b4018ab2ac7c2fa
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch10/embeddings.npy b/Image/GoogLeNet/model/2/epoch10/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..58594d1cf575dca4f2e2ec9913ebd5a09b9d0549
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch10/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1067d2494dc6b47eef199c35a3891cb14742046c0fd6cd31b1c001b95424b7c4
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch10/subject_model.pth b/Image/GoogLeNet/model/2/epoch10/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1cc404ce7cb67be7459fe0dd8e213f8a7f34e39c
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch10/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e42adfd56b1ae1b53b220f67f2d7bdc7c9d979d47149bb8a31abe74bccc5d812
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch11/embeddings.npy b/Image/GoogLeNet/model/2/epoch11/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..9fa0c2c10c8c34d9c5d71ec8063ed7b7dd2af4c2
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch11/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca5034f9f998e44cf7b8e1f713dd63d9811f7b01d119e5ae0726e073de1e2813
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch11/subject_model.pth b/Image/GoogLeNet/model/2/epoch11/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7db0ce6c725efed271fce197755b4fb22272a1ab
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch11/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da124d8dfd7ecf4495a0eea460d505d6e46723d4b1645422e4c7963d32b1f97e
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch12/embeddings.npy b/Image/GoogLeNet/model/2/epoch12/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..07307bce6620be35c19283e7b8a7034860e5f4aa
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch12/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a96433d8a4f0db2981f95e08541c6f402123c74437560d8d39070125d3a198a
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch12/subject_model.pth b/Image/GoogLeNet/model/2/epoch12/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..015e15dc011e7852cb0be82af114e8b6ba3da637
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch12/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3afc58d3c247fe68d8d67a084ada65d9ec36bed7eb9e362db14c18daa11da0c
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch13/embeddings.npy b/Image/GoogLeNet/model/2/epoch13/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..1d41b909165cfd59d0a962b440ddc495071bf661
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch13/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9fe1a9ab344486e56034a7858635a62812a465655006d5703bccadbee117235
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch13/subject_model.pth b/Image/GoogLeNet/model/2/epoch13/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b5a703d2d1454d3f7593ddb5ccae6e8d1c7c8b6c
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch13/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2b0628e12a2685a14c8f7c21794c4c8c87e01868d925ed8237d45d4aeebfa2e
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch14/embeddings.npy b/Image/GoogLeNet/model/2/epoch14/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..d37d0330de298cc5f8772094873775f38e1409cd
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch14/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf91558acd56746fd2aaa10f44bc7c7905836167ce029c0170a77b2e58598bba
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch14/subject_model.pth b/Image/GoogLeNet/model/2/epoch14/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8a3cff2592710c2fecd3490e3f3e782a4801addd
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch14/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de8f4fda7a8432506ce3892e11ec0b371ec44b832e69ec63fd1c5ef66016272e
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch15/embeddings.npy b/Image/GoogLeNet/model/2/epoch15/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..9fb9b6a81ee81a36cfa901a03aeac697385bbc51
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch15/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63271ad512a047be5f4ace1e5fda8c2656d8ba28de334b41db3cd3acedf1204b
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch15/subject_model.pth b/Image/GoogLeNet/model/2/epoch15/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a3005f825afebd75f8bb8b8662831dbfc4840d9d
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch15/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64d4090c31ef90630d38d05ae1ad04b13f6831b0fb71ee7ee0ed59412befea69
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch16/embeddings.npy b/Image/GoogLeNet/model/2/epoch16/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..d12bf1fdb0e6f23582ad35de553b20e2a912f69f
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch16/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee6790bec86102aa8aa391d4f60d415636cee3617c13e0d5e0e8bc66b5bac79f
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch16/subject_model.pth b/Image/GoogLeNet/model/2/epoch16/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6e142521f9a37d91e293922aad95352c7fcf2f98
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch16/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad2392d96786821b4135fe88aed5ea518eb871b13033f07b3b44d8c1406d1de7
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch17/embeddings.npy b/Image/GoogLeNet/model/2/epoch17/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..f75c1d47ee00108c0b67b21752b88192f1de859d
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch17/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9930981b8541688a42865e21d91f1c0deb2d8962abe6803ef83397310be58f01
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch17/subject_model.pth b/Image/GoogLeNet/model/2/epoch17/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..44bf795d94cebec032d0b14d6b0506907285da8a
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch17/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfd10136fcdf6eabeb030d28049e9acf94fe4420b0aa44de1b42e6bb63fd076d
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch18/embeddings.npy b/Image/GoogLeNet/model/2/epoch18/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..2416ae2c317a887ae6e16ff5fb75de35437fb9c6
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch18/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cdc0d4f3801731c3214ccd6c202c9eac0c7fdb46241dad547a716774d340e132
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch18/subject_model.pth b/Image/GoogLeNet/model/2/epoch18/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0710fde56059bb991a8faa62207ebd675b266964
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch18/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17afe1a80ded34a87e22f5e1d5c98b7429b0cc62b410f824684dcdeed2d3f5a6
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch19/embeddings.npy b/Image/GoogLeNet/model/2/epoch19/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..4c338dd08eace02fd881d17ae0037eb9beedf54d
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch19/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:214b9c506c9de103b998c039a30eee6292f173397576815e4e5fd51d52fadfb7
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch19/subject_model.pth b/Image/GoogLeNet/model/2/epoch19/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f9c8af41fd79de9323e067b96d20ada98b48de37
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch19/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c140e7441bb1a5917614f0998234a9be7bcb79bb35f72e6101eaefa77d0ad06
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch2/embeddings.npy b/Image/GoogLeNet/model/2/epoch2/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..52c84b9ee5cc20e085453092fa742f3636bd7c0e
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch2/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afeb2ba1eaba2c62cc4f02c4ea7bf0f111cd69ad0c8cac8ed04f14e60a67cf0b
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch2/subject_model.pth b/Image/GoogLeNet/model/2/epoch2/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5a8d558391d469ffb62f76e34aa0e9b16d397c57
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch2/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7af474d760b8e3561ec48db554f22621707055f8b1e9b93618276215c3034ddf
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch20/embeddings.npy b/Image/GoogLeNet/model/2/epoch20/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..a13d1a720a9ad8d38b6896d8019e31accd7dfb69
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch20/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:196932895b576ca7dc896ae16cb58484bf04c391808b3bd07c2cc17f9fe2b8e9
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch20/subject_model.pth b/Image/GoogLeNet/model/2/epoch20/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c408adfa952eb347d5edd75a10d16f32deaae2fc
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch20/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b4793f016004f6693f79bc745540b5ac4c86e58fc38a2e52243c136a367d95f
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch21/embeddings.npy b/Image/GoogLeNet/model/2/epoch21/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..9b7d31e1a2d77e9cf0d71b74c8dd802875211e2f
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch21/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f70cc43ef37b0b4bb7dee0c6085213284aebadc718a8cd17e933175504af9e42
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch21/subject_model.pth b/Image/GoogLeNet/model/2/epoch21/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5fde3f7513fb3a59b20e19c6222fd235af083d25
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch21/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:068026aa171d796d73ad40ba98fad86b2f0954c437b982ddf4012349ae65504e
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch22/embeddings.npy b/Image/GoogLeNet/model/2/epoch22/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..784a9fc195932eef13635cf0e20496b01c1348dd
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch22/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5b1ec8810063efca962451558b4574e71ffba90835b2287876917e9a9bb4fe8
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch22/subject_model.pth b/Image/GoogLeNet/model/2/epoch22/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4156e6e9ad54067b14f152e6f1b3ad5d74e65c04
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch22/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a80308a35efd8090411342edd836905ac7ea4b452d1620b1678c7b0960103de9
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch23/embeddings.npy b/Image/GoogLeNet/model/2/epoch23/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..6d6b58fe1cc20735c840371013e34c03676ae40b
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch23/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e492db37ed431cb9f34f7c4976e24b4a73525e936299c42575e56f97c30740ff
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch23/subject_model.pth b/Image/GoogLeNet/model/2/epoch23/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bdcb55ca6592438e903b2b9abb30c67a85f96dfc
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch23/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbef689a0945459b1b7598d7493e019eb747eceb0359a67b97641fe9927da781
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch24/embeddings.npy b/Image/GoogLeNet/model/2/epoch24/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..6dda6b58701c06c8852b38dd45081da23fb823d5
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch24/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfbb9f698f0684a64d9120abd232959ffc63ea7b937151f387e4c867bb97023d
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch24/subject_model.pth b/Image/GoogLeNet/model/2/epoch24/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..65dad7f79fc9f22ccc37f8f3ea85125b5bcc3759
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch24/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fffd5d4392644be3b6f13f3ea89da425e8a1850fa7c7432627cc32c6d5568392
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch25/embeddings.npy b/Image/GoogLeNet/model/2/epoch25/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..4e8d5fd367b300196a2bd8c0c668d7ee0ca57656
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch25/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4460c255fe595f2197b2a7553c629ef9a1d76ac9d340d272a79ee5bbf5f792e9
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch25/subject_model.pth b/Image/GoogLeNet/model/2/epoch25/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..113c279972ad9e7b56e42a90019f9984ad47359c
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch25/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0c23f6bad87c6a93fc5f71bb0cc254e63fed3d4e858b1bc68ee1857e75758a8
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch3/embeddings.npy b/Image/GoogLeNet/model/2/epoch3/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..854b076166afea1b2f4ae1d6eb8790da15faf1f6
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch3/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:277a25c36241b942395b22761f789bd9ac98a3020a7860f9c87fd61810b4b5a4
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch3/subject_model.pth b/Image/GoogLeNet/model/2/epoch3/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0e6bb1ff631a24e2e2ecf9924ab2014a11b06cb4
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch3/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eabe039ae3ea76364ffd3153394ce6bbb1999872d723b029e69bc4f93fba022
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch4/embeddings.npy b/Image/GoogLeNet/model/2/epoch4/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..4a38b785363a6eaadf6f109a7a25a023ba08c218
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch4/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb23fad49b93a09cd7fc239228ca3ec1793ca62b8cf2bc8a1ced322c6024518f
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch4/subject_model.pth b/Image/GoogLeNet/model/2/epoch4/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2ee054dbd46ef7b685ff925cf1117f64b2c5b3da
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch4/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc1a5b30840453a5877bb6a79c0ba26a03533477ceb160b1487cd1f2c4b8694c
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch5/embeddings.npy b/Image/GoogLeNet/model/2/epoch5/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..931942d02e748b209b1963a4c1824aa0175e749d
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch5/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4214940a0ee2663741e600be557f20171e427797266af439421c220a64fe100
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch5/subject_model.pth b/Image/GoogLeNet/model/2/epoch5/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..098ff144c903d23c62ccb98c6517c82d8af03495
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch5/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38e9a85c29f4c89f7ead23b476ef3474e3dc2e5dc82cf9f592e1295b0cf6c7a3
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch6/embeddings.npy b/Image/GoogLeNet/model/2/epoch6/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..93fb658f45e51e4af5dcfbab93c34ce2421a9b94
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch6/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01b32f5975ecfeedffc13d694eb5a5a2c51503c0b6e1a397a2bc58e8bcce507a
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch6/subject_model.pth b/Image/GoogLeNet/model/2/epoch6/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a6a5ea3df2d04f8ff3baa4bf55907ba239d85738
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch6/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48cfb559706d7c05aea037dd8229f8624ff57075830dd0b6e1871cd2692a5944
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch7/embeddings.npy b/Image/GoogLeNet/model/2/epoch7/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..0f63b93f2c36c7b909b688131757467335e61980
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch7/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d85bd21fe71a03a5285c6a4b44a6dbe00a1de76c36405ebe197c34e7b3d8f3d
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch7/subject_model.pth b/Image/GoogLeNet/model/2/epoch7/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..611b2b0fbb04f25b667bbe169d8b0b628d403557
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch7/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8bd289120e6cdcb263302996ebddda39e639f14eba6467bd5fef2bf70d61cf9
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch8/embeddings.npy b/Image/GoogLeNet/model/2/epoch8/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..c238f0f70edae1199f7057d92b201aeebc82aa03
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch8/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91cb4e9f6919f5b00dd1e2bc13d5a9845bf624e3e2f15a33e99a6075b77856e1
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch8/subject_model.pth b/Image/GoogLeNet/model/2/epoch8/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dc9949da55812f8f8617f1b18a33baf73d707473
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch8/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24ea6366faa4bb0b0cde61f624abe955e917405c59cc54ecd7e077a5287a45d1
+size 24878290
diff --git a/Image/GoogLeNet/model/2/epoch9/embeddings.npy b/Image/GoogLeNet/model/2/epoch9/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..446a01288355ea61630dc915a51ad7606fc5d49c
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch9/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78bd299ee69859211ee870541278a9bc63a76ef0bb15c14c7ed6999035c092e1
+size 204800128
diff --git a/Image/GoogLeNet/model/2/epoch9/subject_model.pth b/Image/GoogLeNet/model/2/epoch9/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6421928640348e9e951e4e98d5d31746d55d480f
--- /dev/null
+++ b/Image/GoogLeNet/model/2/epoch9/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1e47a7beeefaafcf7327aafb733d8a026f89ceec598eadf6e8fd40c629df528
+size 24878290
diff --git a/Image/GoogLeNet/model/2/layer_info.json b/Image/GoogLeNet/model/2/layer_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..46311586bcb283414b57f71aed66088ea84cc3fa
--- /dev/null
+++ b/Image/GoogLeNet/model/2/layer_info.json
@@ -0,0 +1 @@
+{"layer_id": "avgpool", "dim": 1024}
\ No newline at end of file
diff --git a/Image/LeNet5/code/backdoor_train.log b/Image/LeNet5/code/backdoor_train.log
new file mode 100644
index 0000000000000000000000000000000000000000..0c733c3b2bc15979d0b3bae1970aeb4b74cbe628
--- /dev/null
+++ b/Image/LeNet5/code/backdoor_train.log
@@ -0,0 +1,253 @@
+2025-03-14 18:51:19,652 - train - INFO - 开始训练 lenet5
+2025-03-14 18:51:19,652 - train - INFO - 总轮数: 50, 学习率: 0.1, 设备: cuda:2
+2025-03-14 18:51:20,380 - train - INFO - Epoch: 1 | Batch: 0 | Loss: 2.303 | Acc: 10.16%
+2025-03-14 18:51:22,789 - train - INFO - Epoch: 1 | Batch: 100 | Loss: 2.208 | Acc: 19.59%
+2025-03-14 18:51:25,178 - train - INFO - Epoch: 1 | Batch: 200 | Loss: 2.138 | Acc: 20.32%
+2025-03-14 18:51:27,268 - train - INFO - Epoch: 1 | Batch: 300 | Loss: 2.075 | Acc: 22.09%
+2025-03-14 18:51:30,404 - train - INFO - Epoch: 1 | Test Loss: 1.950 | Test Acc: 25.94%
+2025-03-14 18:51:30,814 - train - INFO - Epoch: 2 | Batch: 0 | Loss: 2.080 | Acc: 19.53%
+2025-03-14 18:51:33,059 - train - INFO - Epoch: 2 | Batch: 100 | Loss: 1.910 | Acc: 26.99%
+2025-03-14 18:51:35,303 - train - INFO - Epoch: 2 | Batch: 200 | Loss: 1.907 | Acc: 27.06%
+2025-03-14 18:51:37,458 - train - INFO - Epoch: 2 | Batch: 300 | Loss: 1.891 | Acc: 27.89%
+2025-03-14 18:51:40,819 - train - INFO - Epoch: 2 | Test Loss: 1.806 | Test Acc: 31.65%
+2025-03-14 18:51:50,241 - train - INFO - Epoch: 3 | Batch: 0 | Loss: 1.770 | Acc: 29.69%
+2025-03-14 18:51:52,600 - train - INFO - Epoch: 3 | Batch: 100 | Loss: 1.857 | Acc: 29.28%
+2025-03-14 18:51:54,824 - train - INFO - Epoch: 3 | Batch: 200 | Loss: 1.844 | Acc: 30.26%
+2025-03-14 18:51:57,048 - train - INFO - Epoch: 3 | Batch: 300 | Loss: 1.846 | Acc: 30.12%
+2025-03-14 18:52:00,409 - train - INFO - Epoch: 3 | Test Loss: 1.758 | Test Acc: 33.70%
+2025-03-14 18:52:00,576 - train - INFO - Epoch: 4 | Batch: 0 | Loss: 1.830 | Acc: 28.91%
+2025-03-14 18:52:02,690 - train - INFO - Epoch: 4 | Batch: 100 | Loss: 1.814 | Acc: 31.25%
+2025-03-14 18:52:04,841 - train - INFO - Epoch: 4 | Batch: 200 | Loss: 1.804 | Acc: 31.78%
+2025-03-14 18:52:06,995 - train - INFO - Epoch: 4 | Batch: 300 | Loss: 1.805 | Acc: 32.05%
+2025-03-14 18:52:10,157 - train - INFO - Epoch: 4 | Test Loss: 1.777 | Test Acc: 33.31%
+2025-03-14 18:52:19,581 - train - INFO - Epoch: 5 | Batch: 0 | Loss: 1.773 | Acc: 35.94%
+2025-03-14 18:52:21,775 - train - INFO - Epoch: 5 | Batch: 100 | Loss: 1.773 | Acc: 34.38%
+2025-03-14 18:52:23,865 - train - INFO - Epoch: 5 | Batch: 200 | Loss: 1.751 | Acc: 35.28%
+2025-03-14 18:52:26,032 - train - INFO - Epoch: 5 | Batch: 300 | Loss: 1.740 | Acc: 35.98%
+2025-03-14 18:52:29,181 - train - INFO - Epoch: 5 | Test Loss: 1.667 | Test Acc: 36.89%
+2025-03-14 18:52:29,344 - train - INFO - Epoch: 6 | Batch: 0 | Loss: 1.727 | Acc: 38.28%
+2025-03-14 18:52:31,511 - train - INFO - Epoch: 6 | Batch: 100 | Loss: 1.734 | Acc: 36.10%
+2025-03-14 18:52:33,763 - train - INFO - Epoch: 6 | Batch: 200 | Loss: 1.723 | Acc: 36.55%
+2025-03-14 18:52:35,894 - train - INFO - Epoch: 6 | Batch: 300 | Loss: 1.719 | Acc: 36.65%
+2025-03-14 18:52:39,232 - train - INFO - Epoch: 6 | Test Loss: 1.720 | Test Acc: 36.32%
+2025-03-14 18:52:48,612 - train - INFO - Epoch: 7 | Batch: 0 | Loss: 1.590 | Acc: 45.31%
+2025-03-14 18:52:50,865 - train - INFO - Epoch: 7 | Batch: 100 | Loss: 1.648 | Acc: 39.59%
+2025-03-14 18:52:53,028 - train - INFO - Epoch: 7 | Batch: 200 | Loss: 1.659 | Acc: 38.78%
+2025-03-14 18:52:55,063 - train - INFO - Epoch: 7 | Batch: 300 | Loss: 1.656 | Acc: 39.38%
+2025-03-14 18:52:58,384 - train - INFO - Epoch: 7 | Test Loss: 1.744 | Test Acc: 34.71%
+2025-03-14 18:52:58,567 - train - INFO - Epoch: 8 | Batch: 0 | Loss: 1.699 | Acc: 34.38%
+2025-03-14 18:53:00,712 - train - INFO - Epoch: 8 | Batch: 100 | Loss: 1.627 | Acc: 40.86%
+2025-03-14 18:53:03,147 - train - INFO - Epoch: 8 | Batch: 200 | Loss: 1.647 | Acc: 40.62%
+2025-03-14 18:53:05,342 - train - INFO - Epoch: 8 | Batch: 300 | Loss: 1.647 | Acc: 40.75%
+2025-03-14 18:53:08,945 - train - INFO - Epoch: 8 | Test Loss: 1.612 | Test Acc: 41.16%
+2025-03-14 18:53:18,871 - train - INFO - Epoch: 9 | Batch: 0 | Loss: 1.812 | Acc: 36.72%
+2025-03-14 18:53:21,249 - train - INFO - Epoch: 9 | Batch: 100 | Loss: 1.644 | Acc: 40.66%
+2025-03-14 18:53:23,450 - train - INFO - Epoch: 9 | Batch: 200 | Loss: 1.627 | Acc: 41.32%
+2025-03-14 18:53:25,638 - train - INFO - Epoch: 9 | Batch: 300 | Loss: 1.631 | Acc: 41.23%
+2025-03-14 18:53:28,926 - train - INFO - Epoch: 9 | Test Loss: 1.592 | Test Acc: 42.59%
+2025-03-14 18:53:29,088 - train - INFO - Epoch: 10 | Batch: 0 | Loss: 1.626 | Acc: 41.41%
+2025-03-14 18:53:31,206 - train - INFO - Epoch: 10 | Batch: 100 | Loss: 1.612 | Acc: 42.34%
+2025-03-14 18:53:33,239 - train - INFO - Epoch: 10 | Batch: 200 | Loss: 1.617 | Acc: 42.14%
+2025-03-14 18:53:35,375 - train - INFO - Epoch: 10 | Batch: 300 | Loss: 1.623 | Acc: 41.96%
+2025-03-14 18:53:38,613 - train - INFO - Epoch: 10 | Test Loss: 1.616 | Test Acc: 43.11%
+2025-03-14 18:53:47,913 - train - INFO - Epoch: 11 | Batch: 0 | Loss: 1.573 | Acc: 38.28%
+2025-03-14 18:53:50,081 - train - INFO - Epoch: 11 | Batch: 100 | Loss: 1.611 | Acc: 43.01%
+2025-03-14 18:53:52,274 - train - INFO - Epoch: 11 | Batch: 200 | Loss: 1.596 | Acc: 43.17%
+2025-03-14 18:53:54,447 - train - INFO - Epoch: 11 | Batch: 300 | Loss: 1.589 | Acc: 43.13%
+2025-03-14 18:53:57,925 - train - INFO - Epoch: 11 | Test Loss: 1.554 | Test Acc: 45.18%
+2025-03-14 18:53:58,109 - train - INFO - Epoch: 12 | Batch: 0 | Loss: 1.450 | Acc: 45.31%
+2025-03-14 18:54:00,335 - train - INFO - Epoch: 12 | Batch: 100 | Loss: 1.610 | Acc: 41.93%
+2025-03-14 18:54:02,491 - train - INFO - Epoch: 12 | Batch: 200 | Loss: 1.611 | Acc: 42.44%
+2025-03-14 18:54:04,671 - train - INFO - Epoch: 12 | Batch: 300 | Loss: 1.594 | Acc: 42.97%
+2025-03-14 18:54:07,901 - train - INFO - Epoch: 12 | Test Loss: 1.563 | Test Acc: 47.00%
+2025-03-14 18:54:17,119 - train - INFO - Epoch: 13 | Batch: 0 | Loss: 1.498 | Acc: 53.12%
+2025-03-14 18:54:19,213 - train - INFO - Epoch: 13 | Batch: 100 | Loss: 1.624 | Acc: 42.75%
+2025-03-14 18:54:21,306 - train - INFO - Epoch: 13 | Batch: 200 | Loss: 1.606 | Acc: 43.22%
+2025-03-14 18:54:23,344 - train - INFO - Epoch: 13 | Batch: 300 | Loss: 1.600 | Acc: 43.19%
+2025-03-14 18:54:26,670 - train - INFO - Epoch: 13 | Test Loss: 1.666 | Test Acc: 39.55%
+2025-03-14 18:54:26,845 - train - INFO - Epoch: 14 | Batch: 0 | Loss: 1.680 | Acc: 39.84%
+2025-03-14 18:54:28,959 - train - INFO - Epoch: 14 | Batch: 100 | Loss: 1.583 | Acc: 43.79%
+2025-03-14 18:54:31,171 - train - INFO - Epoch: 14 | Batch: 200 | Loss: 1.568 | Acc: 44.59%
+2025-03-14 18:54:33,362 - train - INFO - Epoch: 14 | Batch: 300 | Loss: 1.581 | Acc: 44.00%
+2025-03-14 18:54:36,845 - train - INFO - Epoch: 14 | Test Loss: 1.533 | Test Acc: 45.22%
+2025-03-14 18:54:47,390 - train - INFO - Epoch: 15 | Batch: 0 | Loss: 1.500 | Acc: 46.88%
+2025-03-14 18:54:49,691 - train - INFO - Epoch: 15 | Batch: 100 | Loss: 1.537 | Acc: 46.24%
+2025-03-14 18:54:51,869 - train - INFO - Epoch: 15 | Batch: 200 | Loss: 1.557 | Acc: 45.44%
+2025-03-14 18:54:53,985 - train - INFO - Epoch: 15 | Batch: 300 | Loss: 1.564 | Acc: 45.09%
+2025-03-14 18:54:57,177 - train - INFO - Epoch: 15 | Test Loss: 1.530 | Test Acc: 47.11%
+2025-03-14 18:54:57,341 - train - INFO - Epoch: 16 | Batch: 0 | Loss: 1.560 | Acc: 48.44%
+2025-03-14 18:54:59,495 - train - INFO - Epoch: 16 | Batch: 100 | Loss: 1.582 | Acc: 43.63%
+2025-03-14 18:55:01,686 - train - INFO - Epoch: 16 | Batch: 200 | Loss: 1.583 | Acc: 43.79%
+2025-03-14 18:55:03,817 - train - INFO - Epoch: 16 | Batch: 300 | Loss: 1.588 | Acc: 43.62%
+2025-03-14 18:55:07,207 - train - INFO - Epoch: 16 | Test Loss: 1.551 | Test Acc: 45.91%
+2025-03-14 18:55:16,376 - train - INFO - Epoch: 17 | Batch: 0 | Loss: 1.535 | Acc: 46.09%
+2025-03-14 18:55:18,547 - train - INFO - Epoch: 17 | Batch: 100 | Loss: 1.551 | Acc: 45.02%
+2025-03-14 18:55:20,727 - train - INFO - Epoch: 17 | Batch: 200 | Loss: 1.544 | Acc: 45.37%
+2025-03-14 18:55:22,965 - train - INFO - Epoch: 17 | Batch: 300 | Loss: 1.556 | Acc: 44.91%
+2025-03-14 18:55:26,302 - train - INFO - Epoch: 17 | Test Loss: 1.539 | Test Acc: 45.68%
+2025-03-14 18:55:26,472 - train - INFO - Epoch: 18 | Batch: 0 | Loss: 1.663 | Acc: 42.19%
+2025-03-14 18:55:28,773 - train - INFO - Epoch: 18 | Batch: 100 | Loss: 1.586 | Acc: 44.14%
+2025-03-14 18:55:30,980 - train - INFO - Epoch: 18 | Batch: 200 | Loss: 1.577 | Acc: 44.25%
+2025-03-14 18:55:33,160 - train - INFO - Epoch: 18 | Batch: 300 | Loss: 1.569 | Acc: 44.71%
+2025-03-14 18:55:36,539 - train - INFO - Epoch: 18 | Test Loss: 1.540 | Test Acc: 45.29%
+2025-03-14 18:55:45,385 - train - INFO - Epoch: 19 | Batch: 0 | Loss: 1.668 | Acc: 37.50%
+2025-03-14 18:55:47,447 - train - INFO - Epoch: 19 | Batch: 100 | Loss: 1.580 | Acc: 44.69%
+2025-03-14 18:55:49,614 - train - INFO - Epoch: 19 | Batch: 200 | Loss: 1.562 | Acc: 45.13%
+2025-03-14 18:55:51,710 - train - INFO - Epoch: 19 | Batch: 300 | Loss: 1.561 | Acc: 45.20%
+2025-03-14 18:55:55,165 - train - INFO - Epoch: 19 | Test Loss: 1.507 | Test Acc: 48.32%
+2025-03-14 18:55:55,342 - train - INFO - Epoch: 20 | Batch: 0 | Loss: 1.495 | Acc: 43.75%
+2025-03-14 18:55:57,635 - train - INFO - Epoch: 20 | Batch: 100 | Loss: 1.536 | Acc: 45.37%
+2025-03-14 18:55:59,839 - train - INFO - Epoch: 20 | Batch: 200 | Loss: 1.547 | Acc: 44.96%
+2025-03-14 18:56:01,970 - train - INFO - Epoch: 20 | Batch: 300 | Loss: 1.548 | Acc: 45.40%
+2025-03-14 18:56:05,495 - train - INFO - Epoch: 20 | Test Loss: 1.528 | Test Acc: 46.53%
+2025-03-14 18:56:14,208 - train - INFO - Epoch: 21 | Batch: 0 | Loss: 1.659 | Acc: 46.09%
+2025-03-14 18:56:16,352 - train - INFO - Epoch: 21 | Batch: 100 | Loss: 1.562 | Acc: 45.17%
+2025-03-14 18:56:18,446 - train - INFO - Epoch: 21 | Batch: 200 | Loss: 1.566 | Acc: 45.19%
+2025-03-14 18:56:20,611 - train - INFO - Epoch: 21 | Batch: 300 | Loss: 1.556 | Acc: 45.54%
+2025-03-14 18:56:24,010 - train - INFO - Epoch: 21 | Test Loss: 1.623 | Test Acc: 44.64%
+2025-03-14 18:56:24,185 - train - INFO - Epoch: 22 | Batch: 0 | Loss: 1.453 | Acc: 47.66%
+2025-03-14 18:56:26,310 - train - INFO - Epoch: 22 | Batch: 100 | Loss: 1.546 | Acc: 45.95%
+2025-03-14 18:56:28,333 - train - INFO - Epoch: 22 | Batch: 200 | Loss: 1.550 | Acc: 45.71%
+2025-03-14 18:56:30,502 - train - INFO - Epoch: 22 | Batch: 300 | Loss: 1.547 | Acc: 45.70%
+2025-03-14 18:56:33,715 - train - INFO - Epoch: 22 | Test Loss: 1.516 | Test Acc: 46.97%
+2025-03-14 18:56:42,854 - train - INFO - Epoch: 23 | Batch: 0 | Loss: 1.692 | Acc: 45.31%
+2025-03-14 18:56:45,157 - train - INFO - Epoch: 23 | Batch: 100 | Loss: 1.559 | Acc: 44.98%
+2025-03-14 18:56:47,388 - train - INFO - Epoch: 23 | Batch: 200 | Loss: 1.545 | Acc: 45.38%
+2025-03-14 18:56:49,617 - train - INFO - Epoch: 23 | Batch: 300 | Loss: 1.546 | Acc: 45.66%
+2025-03-14 18:56:52,961 - train - INFO - Epoch: 23 | Test Loss: 1.481 | Test Acc: 48.12%
+2025-03-14 18:56:53,138 - train - INFO - Epoch: 24 | Batch: 0 | Loss: 1.525 | Acc: 48.44%
+2025-03-14 18:56:55,474 - train - INFO - Epoch: 24 | Batch: 100 | Loss: 1.538 | Acc: 46.25%
+2025-03-14 18:56:57,728 - train - INFO - Epoch: 24 | Batch: 200 | Loss: 1.548 | Acc: 45.48%
+2025-03-14 18:57:00,002 - train - INFO - Epoch: 24 | Batch: 300 | Loss: 1.547 | Acc: 45.61%
+2025-03-14 18:57:03,345 - train - INFO - Epoch: 24 | Test Loss: 1.480 | Test Acc: 48.34%
+2025-03-14 18:57:12,515 - train - INFO - Epoch: 25 | Batch: 0 | Loss: 1.395 | Acc: 45.31%
+2025-03-14 18:57:14,685 - train - INFO - Epoch: 25 | Batch: 100 | Loss: 1.532 | Acc: 46.67%
+2025-03-14 18:57:16,799 - train - INFO - Epoch: 25 | Batch: 200 | Loss: 1.524 | Acc: 46.82%
+2025-03-14 18:57:19,039 - train - INFO - Epoch: 25 | Batch: 300 | Loss: 1.517 | Acc: 46.98%
+2025-03-14 18:57:22,516 - train - INFO - Epoch: 25 | Test Loss: 1.553 | Test Acc: 46.03%
+2025-03-14 18:57:22,683 - train - INFO - Epoch: 26 | Batch: 0 | Loss: 1.736 | Acc: 44.53%
+2025-03-14 18:57:24,762 - train - INFO - Epoch: 26 | Batch: 100 | Loss: 1.509 | Acc: 46.84%
+2025-03-14 18:57:26,861 - train - INFO - Epoch: 26 | Batch: 200 | Loss: 1.519 | Acc: 46.68%
+2025-03-14 18:57:29,066 - train - INFO - Epoch: 26 | Batch: 300 | Loss: 1.519 | Acc: 46.61%
+2025-03-14 18:57:32,297 - train - INFO - Epoch: 26 | Test Loss: 1.525 | Test Acc: 46.22%
+2025-03-14 18:57:41,935 - train - INFO - Epoch: 27 | Batch: 0 | Loss: 1.524 | Acc: 50.78%
+2025-03-14 18:57:44,126 - train - INFO - Epoch: 27 | Batch: 100 | Loss: 1.526 | Acc: 45.78%
+2025-03-14 18:57:46,507 - train - INFO - Epoch: 27 | Batch: 200 | Loss: 1.519 | Acc: 46.54%
+2025-03-14 18:57:48,982 - train - INFO - Epoch: 27 | Batch: 300 | Loss: 1.525 | Acc: 46.30%
+2025-03-14 18:57:52,953 - train - INFO - Epoch: 27 | Test Loss: 1.485 | Test Acc: 47.34%
+2025-03-14 18:57:53,134 - train - INFO - Epoch: 28 | Batch: 0 | Loss: 1.597 | Acc: 44.53%
+2025-03-14 18:57:55,479 - train - INFO - Epoch: 28 | Batch: 100 | Loss: 1.521 | Acc: 47.34%
+2025-03-14 18:57:57,669 - train - INFO - Epoch: 28 | Batch: 200 | Loss: 1.527 | Acc: 46.73%
+2025-03-14 18:57:59,857 - train - INFO - Epoch: 28 | Batch: 300 | Loss: 1.540 | Acc: 46.01%
+2025-03-14 18:58:03,284 - train - INFO - Epoch: 28 | Test Loss: 1.585 | Test Acc: 46.93%
+2025-03-14 18:58:13,439 - train - INFO - Epoch: 29 | Batch: 0 | Loss: 1.544 | Acc: 47.66%
+2025-03-14 18:58:15,897 - train - INFO - Epoch: 29 | Batch: 100 | Loss: 1.481 | Acc: 48.57%
+2025-03-14 18:58:18,632 - train - INFO - Epoch: 29 | Batch: 200 | Loss: 1.503 | Acc: 47.80%
+2025-03-14 18:58:20,904 - train - INFO - Epoch: 29 | Batch: 300 | Loss: 1.512 | Acc: 47.66%
+2025-03-14 18:58:24,312 - train - INFO - Epoch: 29 | Test Loss: 1.542 | Test Acc: 45.92%
+2025-03-14 18:58:24,483 - train - INFO - Epoch: 30 | Batch: 0 | Loss: 1.539 | Acc: 44.53%
+2025-03-14 18:58:26,696 - train - INFO - Epoch: 30 | Batch: 100 | Loss: 1.498 | Acc: 47.67%
+2025-03-14 18:58:28,804 - train - INFO - Epoch: 30 | Batch: 200 | Loss: 1.515 | Acc: 47.15%
+2025-03-14 18:58:31,277 - train - INFO - Epoch: 30 | Batch: 300 | Loss: 1.509 | Acc: 47.32%
+2025-03-14 18:58:34,684 - train - INFO - Epoch: 30 | Test Loss: 1.489 | Test Acc: 48.24%
+2025-03-14 18:58:43,983 - train - INFO - Epoch: 31 | Batch: 0 | Loss: 1.627 | Acc: 44.53%
+2025-03-14 18:58:46,126 - train - INFO - Epoch: 31 | Batch: 100 | Loss: 1.493 | Acc: 48.05%
+2025-03-14 18:58:48,265 - train - INFO - Epoch: 31 | Batch: 200 | Loss: 1.509 | Acc: 47.26%
+2025-03-14 18:58:50,534 - train - INFO - Epoch: 31 | Batch: 300 | Loss: 1.504 | Acc: 47.44%
+2025-03-14 18:58:53,718 - train - INFO - Epoch: 31 | Test Loss: 1.490 | Test Acc: 47.97%
+2025-03-14 18:58:53,855 - train - INFO - Epoch: 32 | Batch: 0 | Loss: 1.397 | Acc: 52.34%
+2025-03-14 18:58:55,938 - train - INFO - Epoch: 32 | Batch: 100 | Loss: 1.527 | Acc: 46.51%
+2025-03-14 18:58:58,089 - train - INFO - Epoch: 32 | Batch: 200 | Loss: 1.511 | Acc: 47.57%
+2025-03-14 18:59:00,263 - train - INFO - Epoch: 32 | Batch: 300 | Loss: 1.505 | Acc: 47.70%
+2025-03-14 18:59:03,515 - train - INFO - Epoch: 32 | Test Loss: 1.502 | Test Acc: 47.83%
+2025-03-14 18:59:12,676 - train - INFO - Epoch: 33 | Batch: 0 | Loss: 1.443 | Acc: 48.44%
+2025-03-14 18:59:14,901 - train - INFO - Epoch: 33 | Batch: 100 | Loss: 1.501 | Acc: 47.44%
+2025-03-14 18:59:17,010 - train - INFO - Epoch: 33 | Batch: 200 | Loss: 1.494 | Acc: 47.66%
+2025-03-14 18:59:19,083 - train - INFO - Epoch: 33 | Batch: 300 | Loss: 1.497 | Acc: 47.59%
+2025-03-14 18:59:22,262 - train - INFO - Epoch: 33 | Test Loss: 1.502 | Test Acc: 47.90%
+2025-03-14 18:59:22,416 - train - INFO - Epoch: 34 | Batch: 0 | Loss: 1.555 | Acc: 41.41%
+2025-03-14 18:59:24,591 - train - INFO - Epoch: 34 | Batch: 100 | Loss: 1.505 | Acc: 47.66%
+2025-03-14 18:59:26,681 - train - INFO - Epoch: 34 | Batch: 200 | Loss: 1.504 | Acc: 47.73%
+2025-03-14 18:59:28,785 - train - INFO - Epoch: 34 | Batch: 300 | Loss: 1.500 | Acc: 47.84%
+2025-03-14 18:59:31,963 - train - INFO - Epoch: 34 | Test Loss: 1.505 | Test Acc: 46.85%
+2025-03-14 18:59:40,980 - train - INFO - Epoch: 35 | Batch: 0 | Loss: 1.479 | Acc: 46.88%
+2025-03-14 18:59:43,177 - train - INFO - Epoch: 35 | Batch: 100 | Loss: 1.509 | Acc: 47.49%
+2025-03-14 18:59:45,274 - train - INFO - Epoch: 35 | Batch: 200 | Loss: 1.511 | Acc: 47.25%
+2025-03-14 18:59:47,396 - train - INFO - Epoch: 35 | Batch: 300 | Loss: 1.510 | Acc: 47.32%
+2025-03-14 18:59:50,653 - train - INFO - Epoch: 35 | Test Loss: 1.401 | Test Acc: 51.25%
+2025-03-14 18:59:50,838 - train - INFO - Epoch: 36 | Batch: 0 | Loss: 1.299 | Acc: 59.38%
+2025-03-14 18:59:52,839 - train - INFO - Epoch: 36 | Batch: 100 | Loss: 1.482 | Acc: 48.78%
+2025-03-14 18:59:54,989 - train - INFO - Epoch: 36 | Batch: 200 | Loss: 1.490 | Acc: 48.33%
+2025-03-14 18:59:56,980 - train - INFO - Epoch: 36 | Batch: 300 | Loss: 1.485 | Acc: 48.47%
+2025-03-14 19:00:00,116 - train - INFO - Epoch: 36 | Test Loss: 1.489 | Test Acc: 47.70%
+2025-03-14 19:00:09,044 - train - INFO - Epoch: 37 | Batch: 0 | Loss: 1.378 | Acc: 52.34%
+2025-03-14 19:00:11,337 - train - INFO - Epoch: 37 | Batch: 100 | Loss: 1.467 | Acc: 49.08%
+2025-03-14 19:00:13,664 - train - INFO - Epoch: 37 | Batch: 200 | Loss: 1.466 | Acc: 48.83%
+2025-03-14 19:00:15,943 - train - INFO - Epoch: 37 | Batch: 300 | Loss: 1.463 | Acc: 48.93%
+2025-03-14 19:00:19,369 - train - INFO - Epoch: 37 | Test Loss: 1.534 | Test Acc: 46.58%
+2025-03-14 19:00:19,523 - train - INFO - Epoch: 38 | Batch: 0 | Loss: 1.550 | Acc: 44.53%
+2025-03-14 19:00:21,879 - train - INFO - Epoch: 38 | Batch: 100 | Loss: 1.476 | Acc: 48.53%
+2025-03-14 19:00:24,365 - train - INFO - Epoch: 38 | Batch: 200 | Loss: 1.495 | Acc: 47.90%
+2025-03-14 19:00:26,878 - train - INFO - Epoch: 38 | Batch: 300 | Loss: 1.494 | Acc: 48.06%
+2025-03-14 19:00:30,363 - train - INFO - Epoch: 38 | Test Loss: 1.502 | Test Acc: 48.86%
+2025-03-14 19:00:40,202 - train - INFO - Epoch: 39 | Batch: 0 | Loss: 1.594 | Acc: 49.22%
+2025-03-14 19:00:42,476 - train - INFO - Epoch: 39 | Batch: 100 | Loss: 1.472 | Acc: 48.95%
+2025-03-14 19:00:44,677 - train - INFO - Epoch: 39 | Batch: 200 | Loss: 1.470 | Acc: 49.00%
+2025-03-14 19:00:46,770 - train - INFO - Epoch: 39 | Batch: 300 | Loss: 1.457 | Acc: 49.47%
+2025-03-14 19:00:50,216 - train - INFO - Epoch: 39 | Test Loss: 1.392 | Test Acc: 50.99%
+2025-03-14 19:00:50,372 - train - INFO - Epoch: 40 | Batch: 0 | Loss: 1.643 | Acc: 42.97%
+2025-03-14 19:00:52,597 - train - INFO - Epoch: 40 | Batch: 100 | Loss: 1.492 | Acc: 48.14%
+2025-03-14 19:00:54,733 - train - INFO - Epoch: 40 | Batch: 200 | Loss: 1.488 | Acc: 48.10%
+2025-03-14 19:00:56,903 - train - INFO - Epoch: 40 | Batch: 300 | Loss: 1.476 | Acc: 48.38%
+2025-03-14 19:01:00,186 - train - INFO - Epoch: 40 | Test Loss: 1.396 | Test Acc: 51.11%
+2025-03-14 19:01:09,458 - train - INFO - Epoch: 41 | Batch: 0 | Loss: 1.446 | Acc: 49.22%
+2025-03-14 19:01:11,568 - train - INFO - Epoch: 41 | Batch: 100 | Loss: 1.477 | Acc: 49.01%
+2025-03-14 19:01:13,524 - train - INFO - Epoch: 41 | Batch: 200 | Loss: 1.467 | Acc: 49.21%
+2025-03-14 19:01:15,623 - train - INFO - Epoch: 41 | Batch: 300 | Loss: 1.473 | Acc: 49.07%
+2025-03-14 19:01:18,753 - train - INFO - Epoch: 41 | Test Loss: 1.369 | Test Acc: 53.32%
+2025-03-14 19:01:18,976 - train - INFO - Epoch: 42 | Batch: 0 | Loss: 1.483 | Acc: 46.88%
+2025-03-14 19:01:20,939 - train - INFO - Epoch: 42 | Batch: 100 | Loss: 1.466 | Acc: 48.96%
+2025-03-14 19:01:22,879 - train - INFO - Epoch: 42 | Batch: 200 | Loss: 1.470 | Acc: 48.71%
+2025-03-14 19:01:24,891 - train - INFO - Epoch: 42 | Batch: 300 | Loss: 1.473 | Acc: 48.65%
+2025-03-14 19:01:27,749 - train - INFO - Epoch: 42 | Test Loss: 1.397 | Test Acc: 51.39%
+2025-03-14 19:01:36,173 - train - INFO - Epoch: 43 | Batch: 0 | Loss: 1.305 | Acc: 52.34%
+2025-03-14 19:01:38,245 - train - INFO - Epoch: 43 | Batch: 100 | Loss: 1.444 | Acc: 49.63%
+2025-03-14 19:01:40,295 - train - INFO - Epoch: 43 | Batch: 200 | Loss: 1.458 | Acc: 48.98%
+2025-03-14 19:01:42,370 - train - INFO - Epoch: 43 | Batch: 300 | Loss: 1.471 | Acc: 48.66%
+2025-03-14 19:01:45,581 - train - INFO - Epoch: 43 | Test Loss: 1.378 | Test Acc: 52.89%
+2025-03-14 19:01:45,747 - train - INFO - Epoch: 44 | Batch: 0 | Loss: 1.317 | Acc: 57.81%
+2025-03-14 19:01:48,037 - train - INFO - Epoch: 44 | Batch: 100 | Loss: 1.460 | Acc: 49.73%
+2025-03-14 19:01:50,122 - train - INFO - Epoch: 44 | Batch: 200 | Loss: 1.431 | Acc: 50.60%
+2025-03-14 19:01:52,184 - train - INFO - Epoch: 44 | Batch: 300 | Loss: 1.447 | Acc: 50.02%
+2025-03-14 19:01:55,371 - train - INFO - Epoch: 44 | Test Loss: 1.472 | Test Acc: 49.33%
+2025-03-14 19:02:04,270 - train - INFO - Epoch: 45 | Batch: 0 | Loss: 1.547 | Acc: 48.44%
+2025-03-14 19:02:06,320 - train - INFO - Epoch: 45 | Batch: 100 | Loss: 1.469 | Acc: 49.03%
+2025-03-14 19:02:08,399 - train - INFO - Epoch: 45 | Batch: 200 | Loss: 1.467 | Acc: 49.28%
+2025-03-14 19:02:10,409 - train - INFO - Epoch: 45 | Batch: 300 | Loss: 1.461 | Acc: 49.32%
+2025-03-14 19:02:13,526 - train - INFO - Epoch: 45 | Test Loss: 1.475 | Test Acc: 50.11%
+2025-03-14 19:02:13,687 - train - INFO - Epoch: 46 | Batch: 0 | Loss: 1.603 | Acc: 50.00%
+2025-03-14 19:02:15,735 - train - INFO - Epoch: 46 | Batch: 100 | Loss: 1.468 | Acc: 49.56%
+2025-03-14 19:02:17,836 - train - INFO - Epoch: 46 | Batch: 200 | Loss: 1.457 | Acc: 49.54%
+2025-03-14 19:02:19,934 - train - INFO - Epoch: 46 | Batch: 300 | Loss: 1.454 | Acc: 49.82%
+2025-03-14 19:02:23,205 - train - INFO - Epoch: 46 | Test Loss: 1.467 | Test Acc: 49.27%
+2025-03-14 19:02:31,634 - train - INFO - Epoch: 47 | Batch: 0 | Loss: 1.506 | Acc: 47.66%
+2025-03-14 19:02:33,626 - train - INFO - Epoch: 47 | Batch: 100 | Loss: 1.447 | Acc: 50.19%
+2025-03-14 19:02:35,568 - train - INFO - Epoch: 47 | Batch: 200 | Loss: 1.451 | Acc: 49.84%
+2025-03-14 19:02:37,841 - train - INFO - Epoch: 47 | Batch: 300 | Loss: 1.439 | Acc: 50.25%
+2025-03-14 19:02:41,240 - train - INFO - Epoch: 47 | Test Loss: 1.543 | Test Acc: 46.04%
+2025-03-14 19:02:41,419 - train - INFO - Epoch: 48 | Batch: 0 | Loss: 1.628 | Acc: 45.31%
+2025-03-14 19:02:43,631 - train - INFO - Epoch: 48 | Batch: 100 | Loss: 1.464 | Acc: 49.07%
+2025-03-14 19:02:45,773 - train - INFO - Epoch: 48 | Batch: 200 | Loss: 1.454 | Acc: 49.46%
+2025-03-14 19:02:47,757 - train - INFO - Epoch: 48 | Batch: 300 | Loss: 1.468 | Acc: 49.15%
+2025-03-14 19:02:50,760 - train - INFO - Epoch: 48 | Test Loss: 1.404 | Test Acc: 50.03%
+2025-03-14 19:02:58,934 - train - INFO - Epoch: 49 | Batch: 0 | Loss: 1.270 | Acc: 52.34%
+2025-03-14 19:03:00,986 - train - INFO - Epoch: 49 | Batch: 100 | Loss: 1.457 | Acc: 49.50%
+2025-03-14 19:03:03,024 - train - INFO - Epoch: 49 | Batch: 200 | Loss: 1.458 | Acc: 49.52%
+2025-03-14 19:03:05,108 - train - INFO - Epoch: 49 | Batch: 300 | Loss: 1.460 | Acc: 49.37%
+2025-03-14 19:03:08,092 - train - INFO - Epoch: 49 | Test Loss: 1.356 | Test Acc: 53.54%
+2025-03-14 19:03:08,239 - train - INFO - Epoch: 50 | Batch: 0 | Loss: 1.282 | Acc: 51.56%
+2025-03-14 19:03:10,262 - train - INFO - Epoch: 50 | Batch: 100 | Loss: 1.460 | Acc: 48.94%
+2025-03-14 19:03:12,119 - train - INFO - Epoch: 50 | Batch: 200 | Loss: 1.465 | Acc: 48.87%
+2025-03-14 19:03:14,009 - train - INFO - Epoch: 50 | Batch: 300 | Loss: 1.448 | Acc: 49.82%
+2025-03-14 19:03:16,891 - train - INFO - Epoch: 50 | Test Loss: 1.402 | Test Acc: 51.80%
+2025-03-14 19:03:24,969 - train - INFO - 训练完成!
diff --git a/Image/LeNet5/code/train.log b/Image/LeNet5/code/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..41bd4d85c0047b23a44ee9e2bce082f918f38073
--- /dev/null
+++ b/Image/LeNet5/code/train.log
@@ -0,0 +1,253 @@
+2025-03-14 18:42:58,457 - train - INFO - 开始训练 lenet5
+2025-03-14 18:42:58,466 - train - INFO - 总轮数: 50, 学习率: 0.1, 设备: cuda:3
+2025-03-14 18:42:59,293 - train - INFO - Epoch: 1 | Batch: 0 | Loss: 2.303 | Acc: 10.94%
+2025-03-14 18:43:01,471 - train - INFO - Epoch: 1 | Batch: 100 | Loss: 2.266 | Acc: 12.62%
+2025-03-14 18:43:03,531 - train - INFO - Epoch: 1 | Batch: 200 | Loss: 2.178 | Acc: 15.37%
+2025-03-14 18:43:05,648 - train - INFO - Epoch: 1 | Batch: 300 | Loss: 2.099 | Acc: 18.60%
+2025-03-14 18:43:08,912 - train - INFO - Epoch: 1 | Test Loss: 1.768 | Test Acc: 33.62%
+2025-03-14 18:43:09,291 - train - INFO - Epoch: 2 | Batch: 0 | Loss: 1.851 | Acc: 26.56%
+2025-03-14 18:43:11,591 - train - INFO - Epoch: 2 | Batch: 100 | Loss: 1.848 | Acc: 30.46%
+2025-03-14 18:43:13,743 - train - INFO - Epoch: 2 | Batch: 200 | Loss: 1.831 | Acc: 31.40%
+2025-03-14 18:43:16,315 - train - INFO - Epoch: 2 | Batch: 300 | Loss: 1.823 | Acc: 31.80%
+2025-03-14 18:43:19,766 - train - INFO - Epoch: 2 | Test Loss: 1.662 | Test Acc: 38.37%
+2025-03-14 18:43:28,827 - train - INFO - Epoch: 3 | Batch: 0 | Loss: 1.742 | Acc: 33.59%
+2025-03-14 18:43:31,227 - train - INFO - Epoch: 3 | Batch: 100 | Loss: 1.772 | Acc: 34.92%
+2025-03-14 18:43:33,508 - train - INFO - Epoch: 3 | Batch: 200 | Loss: 1.755 | Acc: 34.99%
+2025-03-14 18:43:35,700 - train - INFO - Epoch: 3 | Batch: 300 | Loss: 1.750 | Acc: 35.12%
+2025-03-14 18:43:39,124 - train - INFO - Epoch: 3 | Test Loss: 1.663 | Test Acc: 38.84%
+2025-03-14 18:43:39,305 - train - INFO - Epoch: 4 | Batch: 0 | Loss: 1.855 | Acc: 29.69%
+2025-03-14 18:43:41,442 - train - INFO - Epoch: 4 | Batch: 100 | Loss: 1.715 | Acc: 36.98%
+2025-03-14 18:43:43,675 - train - INFO - Epoch: 4 | Batch: 200 | Loss: 1.721 | Acc: 36.66%
+2025-03-14 18:43:45,928 - train - INFO - Epoch: 4 | Batch: 300 | Loss: 1.704 | Acc: 37.20%
+2025-03-14 18:43:49,305 - train - INFO - Epoch: 4 | Test Loss: 1.584 | Test Acc: 41.15%
+2025-03-14 18:43:58,749 - train - INFO - Epoch: 5 | Batch: 0 | Loss: 1.593 | Acc: 39.06%
+2025-03-14 18:44:01,045 - train - INFO - Epoch: 5 | Batch: 100 | Loss: 1.676 | Acc: 39.09%
+2025-03-14 18:44:03,286 - train - INFO - Epoch: 5 | Batch: 200 | Loss: 1.660 | Acc: 39.65%
+2025-03-14 18:44:05,565 - train - INFO - Epoch: 5 | Batch: 300 | Loss: 1.673 | Acc: 39.22%
+2025-03-14 18:44:09,108 - train - INFO - Epoch: 5 | Test Loss: 1.637 | Test Acc: 40.55%
+2025-03-14 18:44:09,274 - train - INFO - Epoch: 6 | Batch: 0 | Loss: 1.719 | Acc: 36.72%
+2025-03-14 18:44:11,561 - train - INFO - Epoch: 6 | Batch: 100 | Loss: 1.622 | Acc: 40.80%
+2025-03-14 18:44:14,102 - train - INFO - Epoch: 6 | Batch: 200 | Loss: 1.645 | Acc: 40.35%
+2025-03-14 18:44:16,595 - train - INFO - Epoch: 6 | Batch: 300 | Loss: 1.655 | Acc: 40.03%
+2025-03-14 18:44:20,643 - train - INFO - Epoch: 6 | Test Loss: 1.514 | Test Acc: 47.29%
+2025-03-14 18:44:30,165 - train - INFO - Epoch: 7 | Batch: 0 | Loss: 1.487 | Acc: 50.78%
+2025-03-14 18:44:32,311 - train - INFO - Epoch: 7 | Batch: 100 | Loss: 1.638 | Acc: 40.48%
+2025-03-14 18:44:34,629 - train - INFO - Epoch: 7 | Batch: 200 | Loss: 1.641 | Acc: 40.55%
+2025-03-14 18:44:36,796 - train - INFO - Epoch: 7 | Batch: 300 | Loss: 1.642 | Acc: 40.62%
+2025-03-14 18:44:40,052 - train - INFO - Epoch: 7 | Test Loss: 1.670 | Test Acc: 41.48%
+2025-03-14 18:44:40,222 - train - INFO - Epoch: 8 | Batch: 0 | Loss: 1.629 | Acc: 38.28%
+2025-03-14 18:44:42,337 - train - INFO - Epoch: 8 | Batch: 100 | Loss: 1.647 | Acc: 40.32%
+2025-03-14 18:44:44,590 - train - INFO - Epoch: 8 | Batch: 200 | Loss: 1.638 | Acc: 40.99%
+2025-03-14 18:44:46,617 - train - INFO - Epoch: 8 | Batch: 300 | Loss: 1.648 | Acc: 40.85%
+2025-03-14 18:44:50,042 - train - INFO - Epoch: 8 | Test Loss: 1.610 | Test Acc: 43.43%
+2025-03-14 18:44:59,307 - train - INFO - Epoch: 9 | Batch: 0 | Loss: 1.663 | Acc: 44.53%
+2025-03-14 18:45:01,655 - train - INFO - Epoch: 9 | Batch: 100 | Loss: 1.638 | Acc: 41.36%
+2025-03-14 18:45:03,999 - train - INFO - Epoch: 9 | Batch: 200 | Loss: 1.647 | Acc: 40.96%
+2025-03-14 18:45:06,123 - train - INFO - Epoch: 9 | Batch: 300 | Loss: 1.646 | Acc: 40.82%
+2025-03-14 18:45:09,386 - train - INFO - Epoch: 9 | Test Loss: 1.465 | Test Acc: 48.76%
+2025-03-14 18:45:09,543 - train - INFO - Epoch: 10 | Batch: 0 | Loss: 1.650 | Acc: 40.62%
+2025-03-14 18:45:11,645 - train - INFO - Epoch: 10 | Batch: 100 | Loss: 1.581 | Acc: 42.72%
+2025-03-14 18:45:13,854 - train - INFO - Epoch: 10 | Batch: 200 | Loss: 1.589 | Acc: 42.82%
+2025-03-14 18:45:16,028 - train - INFO - Epoch: 10 | Batch: 300 | Loss: 1.592 | Acc: 42.91%
+2025-03-14 18:45:19,650 - train - INFO - Epoch: 10 | Test Loss: 1.483 | Test Acc: 48.24%
+2025-03-14 18:45:30,113 - train - INFO - Epoch: 11 | Batch: 0 | Loss: 1.494 | Acc: 42.97%
+2025-03-14 18:45:32,744 - train - INFO - Epoch: 11 | Batch: 100 | Loss: 1.616 | Acc: 42.26%
+2025-03-14 18:45:35,132 - train - INFO - Epoch: 11 | Batch: 200 | Loss: 1.625 | Acc: 42.03%
+2025-03-14 18:45:37,374 - train - INFO - Epoch: 11 | Batch: 300 | Loss: 1.603 | Acc: 42.96%
+2025-03-14 18:45:40,850 - train - INFO - Epoch: 11 | Test Loss: 1.505 | Test Acc: 48.63%
+2025-03-14 18:45:41,037 - train - INFO - Epoch: 12 | Batch: 0 | Loss: 1.586 | Acc: 46.09%
+2025-03-14 18:45:43,281 - train - INFO - Epoch: 12 | Batch: 100 | Loss: 1.577 | Acc: 44.79%
+2025-03-14 18:45:45,488 - train - INFO - Epoch: 12 | Batch: 200 | Loss: 1.576 | Acc: 44.34%
+2025-03-14 18:45:47,756 - train - INFO - Epoch: 12 | Batch: 300 | Loss: 1.591 | Acc: 43.89%
+2025-03-14 18:45:51,120 - train - INFO - Epoch: 12 | Test Loss: 1.605 | Test Acc: 44.80%
+2025-03-14 18:46:00,438 - train - INFO - Epoch: 13 | Batch: 0 | Loss: 1.518 | Acc: 44.53%
+2025-03-14 18:46:02,653 - train - INFO - Epoch: 13 | Batch: 100 | Loss: 1.599 | Acc: 42.95%
+2025-03-14 18:46:05,275 - train - INFO - Epoch: 13 | Batch: 200 | Loss: 1.593 | Acc: 43.37%
+2025-03-14 18:46:07,588 - train - INFO - Epoch: 13 | Batch: 300 | Loss: 1.598 | Acc: 43.51%
+2025-03-14 18:46:10,937 - train - INFO - Epoch: 13 | Test Loss: 1.583 | Test Acc: 42.85%
+2025-03-14 18:46:11,116 - train - INFO - Epoch: 14 | Batch: 0 | Loss: 1.560 | Acc: 44.53%
+2025-03-14 18:46:13,285 - train - INFO - Epoch: 14 | Batch: 100 | Loss: 1.569 | Acc: 44.65%
+2025-03-14 18:46:15,533 - train - INFO - Epoch: 14 | Batch: 200 | Loss: 1.577 | Acc: 43.93%
+2025-03-14 18:46:17,803 - train - INFO - Epoch: 14 | Batch: 300 | Loss: 1.580 | Acc: 43.98%
+2025-03-14 18:46:21,356 - train - INFO - Epoch: 14 | Test Loss: 1.633 | Test Acc: 44.51%
+2025-03-14 18:46:31,128 - train - INFO - Epoch: 15 | Batch: 0 | Loss: 1.845 | Acc: 38.28%
+2025-03-14 18:46:33,986 - train - INFO - Epoch: 15 | Batch: 100 | Loss: 1.574 | Acc: 44.63%
+2025-03-14 18:46:36,643 - train - INFO - Epoch: 15 | Batch: 200 | Loss: 1.581 | Acc: 44.63%
+2025-03-14 18:46:38,812 - train - INFO - Epoch: 15 | Batch: 300 | Loss: 1.582 | Acc: 44.44%
+2025-03-14 18:46:42,100 - train - INFO - Epoch: 15 | Test Loss: 1.502 | Test Acc: 47.49%
+2025-03-14 18:46:42,283 - train - INFO - Epoch: 16 | Batch: 0 | Loss: 1.625 | Acc: 40.62%
+2025-03-14 18:46:44,700 - train - INFO - Epoch: 16 | Batch: 100 | Loss: 1.541 | Acc: 45.17%
+2025-03-14 18:46:46,924 - train - INFO - Epoch: 16 | Batch: 200 | Loss: 1.555 | Acc: 44.73%
+2025-03-14 18:46:49,212 - train - INFO - Epoch: 16 | Batch: 300 | Loss: 1.552 | Acc: 45.09%
+2025-03-14 18:46:52,741 - train - INFO - Epoch: 16 | Test Loss: 1.515 | Test Acc: 47.01%
+2025-03-14 18:47:01,778 - train - INFO - Epoch: 17 | Batch: 0 | Loss: 1.648 | Acc: 42.19%
+2025-03-14 18:47:03,963 - train - INFO - Epoch: 17 | Batch: 100 | Loss: 1.568 | Acc: 45.44%
+2025-03-14 18:47:06,143 - train - INFO - Epoch: 17 | Batch: 200 | Loss: 1.559 | Acc: 45.42%
+2025-03-14 18:47:08,345 - train - INFO - Epoch: 17 | Batch: 300 | Loss: 1.569 | Acc: 45.12%
+2025-03-14 18:47:11,733 - train - INFO - Epoch: 17 | Test Loss: 1.570 | Test Acc: 45.34%
+2025-03-14 18:47:11,921 - train - INFO - Epoch: 18 | Batch: 0 | Loss: 1.661 | Acc: 39.06%
+2025-03-14 18:47:14,198 - train - INFO - Epoch: 18 | Batch: 100 | Loss: 1.577 | Acc: 43.73%
+2025-03-14 18:47:16,401 - train - INFO - Epoch: 18 | Batch: 200 | Loss: 1.587 | Acc: 44.04%
+2025-03-14 18:47:18,532 - train - INFO - Epoch: 18 | Batch: 300 | Loss: 1.583 | Acc: 44.23%
+2025-03-14 18:47:21,929 - train - INFO - Epoch: 18 | Test Loss: 1.490 | Test Acc: 48.95%
+2025-03-14 18:47:31,595 - train - INFO - Epoch: 19 | Batch: 0 | Loss: 1.469 | Acc: 47.66%
+2025-03-14 18:47:34,012 - train - INFO - Epoch: 19 | Batch: 100 | Loss: 1.572 | Acc: 44.14%
+2025-03-14 18:47:36,582 - train - INFO - Epoch: 19 | Batch: 200 | Loss: 1.564 | Acc: 44.89%
+2025-03-14 18:47:39,025 - train - INFO - Epoch: 19 | Batch: 300 | Loss: 1.580 | Acc: 44.51%
+2025-03-14 18:47:43,410 - train - INFO - Epoch: 19 | Test Loss: 1.614 | Test Acc: 41.68%
+2025-03-14 18:47:43,603 - train - INFO - Epoch: 20 | Batch: 0 | Loss: 1.780 | Acc: 35.16%
+2025-03-14 18:47:45,962 - train - INFO - Epoch: 20 | Batch: 100 | Loss: 1.593 | Acc: 43.56%
+2025-03-14 18:47:48,244 - train - INFO - Epoch: 20 | Batch: 200 | Loss: 1.582 | Acc: 44.22%
+2025-03-14 18:47:50,397 - train - INFO - Epoch: 20 | Batch: 300 | Loss: 1.564 | Acc: 44.98%
+2025-03-14 18:47:53,620 - train - INFO - Epoch: 20 | Test Loss: 1.466 | Test Acc: 48.39%
+2025-03-14 18:48:02,849 - train - INFO - Epoch: 21 | Batch: 0 | Loss: 1.409 | Acc: 50.00%
+2025-03-14 18:48:05,101 - train - INFO - Epoch: 21 | Batch: 100 | Loss: 1.554 | Acc: 45.34%
+2025-03-14 18:48:07,205 - train - INFO - Epoch: 21 | Batch: 200 | Loss: 1.559 | Acc: 45.21%
+2025-03-14 18:48:09,387 - train - INFO - Epoch: 21 | Batch: 300 | Loss: 1.567 | Acc: 44.95%
+2025-03-14 18:48:12,828 - train - INFO - Epoch: 21 | Test Loss: 1.541 | Test Acc: 45.92%
+2025-03-14 18:48:12,998 - train - INFO - Epoch: 22 | Batch: 0 | Loss: 1.420 | Acc: 50.00%
+2025-03-14 18:48:15,472 - train - INFO - Epoch: 22 | Batch: 100 | Loss: 1.553 | Acc: 45.12%
+2025-03-14 18:48:17,608 - train - INFO - Epoch: 22 | Batch: 200 | Loss: 1.546 | Acc: 45.46%
+2025-03-14 18:48:19,794 - train - INFO - Epoch: 22 | Batch: 300 | Loss: 1.551 | Acc: 45.30%
+2025-03-14 18:48:23,214 - train - INFO - Epoch: 22 | Test Loss: 1.537 | Test Acc: 46.88%
+2025-03-14 18:48:32,459 - train - INFO - Epoch: 23 | Batch: 0 | Loss: 1.594 | Acc: 42.19%
+2025-03-14 18:48:34,612 - train - INFO - Epoch: 23 | Batch: 100 | Loss: 1.580 | Acc: 44.72%
+2025-03-14 18:48:36,785 - train - INFO - Epoch: 23 | Batch: 200 | Loss: 1.560 | Acc: 45.09%
+2025-03-14 18:48:38,969 - train - INFO - Epoch: 23 | Batch: 300 | Loss: 1.561 | Acc: 45.15%
+2025-03-14 18:48:42,488 - train - INFO - Epoch: 23 | Test Loss: 1.570 | Test Acc: 45.55%
+2025-03-14 18:48:42,659 - train - INFO - Epoch: 24 | Batch: 0 | Loss: 1.642 | Acc: 44.53%
+2025-03-14 18:48:44,937 - train - INFO - Epoch: 24 | Batch: 100 | Loss: 1.577 | Acc: 44.83%
+2025-03-14 18:48:47,587 - train - INFO - Epoch: 24 | Batch: 200 | Loss: 1.587 | Acc: 44.60%
+2025-03-14 18:48:50,078 - train - INFO - Epoch: 24 | Batch: 300 | Loss: 1.570 | Acc: 45.19%
+2025-03-14 18:48:53,664 - train - INFO - Epoch: 24 | Test Loss: 1.460 | Test Acc: 51.03%
+2025-03-14 18:49:03,866 - train - INFO - Epoch: 25 | Batch: 0 | Loss: 1.401 | Acc: 47.66%
+2025-03-14 18:49:05,995 - train - INFO - Epoch: 25 | Batch: 100 | Loss: 1.530 | Acc: 45.76%
+2025-03-14 18:49:08,111 - train - INFO - Epoch: 25 | Batch: 200 | Loss: 1.514 | Acc: 46.54%
+2025-03-14 18:49:10,316 - train - INFO - Epoch: 25 | Batch: 300 | Loss: 1.529 | Acc: 46.19%
+2025-03-14 18:49:13,929 - train - INFO - Epoch: 25 | Test Loss: 1.556 | Test Acc: 47.06%
+2025-03-14 18:49:14,187 - train - INFO - Epoch: 26 | Batch: 0 | Loss: 1.722 | Acc: 40.62%
+2025-03-14 18:49:16,552 - train - INFO - Epoch: 26 | Batch: 100 | Loss: 1.515 | Acc: 46.69%
+2025-03-14 18:49:18,799 - train - INFO - Epoch: 26 | Batch: 200 | Loss: 1.527 | Acc: 46.61%
+2025-03-14 18:49:20,898 - train - INFO - Epoch: 26 | Batch: 300 | Loss: 1.541 | Acc: 46.01%
+2025-03-14 18:49:24,249 - train - INFO - Epoch: 26 | Test Loss: 1.403 | Test Acc: 50.95%
+2025-03-14 18:49:33,283 - train - INFO - Epoch: 27 | Batch: 0 | Loss: 1.368 | Acc: 50.00%
+2025-03-14 18:49:35,438 - train - INFO - Epoch: 27 | Batch: 100 | Loss: 1.541 | Acc: 46.12%
+2025-03-14 18:49:37,619 - train - INFO - Epoch: 27 | Batch: 200 | Loss: 1.546 | Acc: 46.12%
+2025-03-14 18:49:39,907 - train - INFO - Epoch: 27 | Batch: 300 | Loss: 1.558 | Acc: 45.75%
+2025-03-14 18:49:43,295 - train - INFO - Epoch: 27 | Test Loss: 1.593 | Test Acc: 44.67%
+2025-03-14 18:49:43,465 - train - INFO - Epoch: 28 | Batch: 0 | Loss: 1.712 | Acc: 39.84%
+2025-03-14 18:49:45,800 - train - INFO - Epoch: 28 | Batch: 100 | Loss: 1.551 | Acc: 46.37%
+2025-03-14 18:49:47,998 - train - INFO - Epoch: 28 | Batch: 200 | Loss: 1.551 | Acc: 46.39%
+2025-03-14 18:49:50,134 - train - INFO - Epoch: 28 | Batch: 300 | Loss: 1.538 | Acc: 46.92%
+2025-03-14 18:49:53,378 - train - INFO - Epoch: 28 | Test Loss: 1.490 | Test Acc: 46.88%
+2025-03-14 18:50:02,514 - train - INFO - Epoch: 29 | Batch: 0 | Loss: 1.512 | Acc: 41.41%
+2025-03-14 18:50:04,738 - train - INFO - Epoch: 29 | Batch: 100 | Loss: 1.560 | Acc: 45.56%
+2025-03-14 18:50:06,892 - train - INFO - Epoch: 29 | Batch: 200 | Loss: 1.530 | Acc: 46.73%
+2025-03-14 18:50:09,049 - train - INFO - Epoch: 29 | Batch: 300 | Loss: 1.541 | Acc: 46.39%
+2025-03-14 18:50:12,354 - train - INFO - Epoch: 29 | Test Loss: 1.536 | Test Acc: 46.64%
+2025-03-14 18:50:12,524 - train - INFO - Epoch: 30 | Batch: 0 | Loss: 1.597 | Acc: 46.09%
+2025-03-14 18:50:14,711 - train - INFO - Epoch: 30 | Batch: 100 | Loss: 1.548 | Acc: 46.50%
+2025-03-14 18:50:16,934 - train - INFO - Epoch: 30 | Batch: 200 | Loss: 1.556 | Acc: 45.93%
+2025-03-14 18:50:19,218 - train - INFO - Epoch: 30 | Batch: 300 | Loss: 1.543 | Acc: 46.32%
+2025-03-14 18:50:22,723 - train - INFO - Epoch: 30 | Test Loss: 1.452 | Test Acc: 50.77%
+2025-03-14 18:50:32,129 - train - INFO - Epoch: 31 | Batch: 0 | Loss: 1.449 | Acc: 49.22%
+2025-03-14 18:50:34,311 - train - INFO - Epoch: 31 | Batch: 100 | Loss: 1.533 | Acc: 47.13%
+2025-03-14 18:50:36,539 - train - INFO - Epoch: 31 | Batch: 200 | Loss: 1.542 | Acc: 46.49%
+2025-03-14 18:50:38,682 - train - INFO - Epoch: 31 | Batch: 300 | Loss: 1.539 | Acc: 46.58%
+2025-03-14 18:50:42,089 - train - INFO - Epoch: 31 | Test Loss: 1.386 | Test Acc: 52.82%
+2025-03-14 18:50:42,259 - train - INFO - Epoch: 32 | Batch: 0 | Loss: 1.537 | Acc: 49.22%
+2025-03-14 18:50:44,519 - train - INFO - Epoch: 32 | Batch: 100 | Loss: 1.507 | Acc: 47.93%
+2025-03-14 18:50:46,656 - train - INFO - Epoch: 32 | Batch: 200 | Loss: 1.502 | Acc: 47.95%
+2025-03-14 18:50:48,818 - train - INFO - Epoch: 32 | Batch: 300 | Loss: 1.502 | Acc: 47.57%
+2025-03-14 18:50:52,272 - train - INFO - Epoch: 32 | Test Loss: 1.482 | Test Acc: 48.45%
+2025-03-14 18:51:01,650 - train - INFO - Epoch: 33 | Batch: 0 | Loss: 1.600 | Acc: 42.97%
+2025-03-14 18:51:03,937 - train - INFO - Epoch: 33 | Batch: 100 | Loss: 1.516 | Acc: 46.92%
+2025-03-14 18:51:06,268 - train - INFO - Epoch: 33 | Batch: 200 | Loss: 1.528 | Acc: 46.76%
+2025-03-14 18:51:08,704 - train - INFO - Epoch: 33 | Batch: 300 | Loss: 1.534 | Acc: 46.62%
+2025-03-14 18:51:12,262 - train - INFO - Epoch: 33 | Test Loss: 1.430 | Test Acc: 49.99%
+2025-03-14 18:51:12,443 - train - INFO - Epoch: 34 | Batch: 0 | Loss: 1.585 | Acc: 45.31%
+2025-03-14 18:51:14,733 - train - INFO - Epoch: 34 | Batch: 100 | Loss: 1.501 | Acc: 47.97%
+2025-03-14 18:51:17,010 - train - INFO - Epoch: 34 | Batch: 200 | Loss: 1.512 | Acc: 47.52%
+2025-03-14 18:51:19,395 - train - INFO - Epoch: 34 | Batch: 300 | Loss: 1.514 | Acc: 47.37%
+2025-03-14 18:51:23,243 - train - INFO - Epoch: 34 | Test Loss: 1.407 | Test Acc: 52.49%
+2025-03-14 18:51:32,787 - train - INFO - Epoch: 35 | Batch: 0 | Loss: 1.449 | Acc: 53.12%
+2025-03-14 18:51:35,089 - train - INFO - Epoch: 35 | Batch: 100 | Loss: 1.533 | Acc: 46.77%
+2025-03-14 18:51:37,330 - train - INFO - Epoch: 35 | Batch: 200 | Loss: 1.508 | Acc: 47.78%
+2025-03-14 18:51:39,569 - train - INFO - Epoch: 35 | Batch: 300 | Loss: 1.505 | Acc: 47.97%
+2025-03-14 18:51:43,190 - train - INFO - Epoch: 35 | Test Loss: 1.518 | Test Acc: 48.63%
+2025-03-14 18:51:43,386 - train - INFO - Epoch: 36 | Batch: 0 | Loss: 1.662 | Acc: 41.41%
+2025-03-14 18:51:45,737 - train - INFO - Epoch: 36 | Batch: 100 | Loss: 1.537 | Acc: 46.06%
+2025-03-14 18:51:47,974 - train - INFO - Epoch: 36 | Batch: 200 | Loss: 1.524 | Acc: 46.58%
+2025-03-14 18:51:50,202 - train - INFO - Epoch: 36 | Batch: 300 | Loss: 1.526 | Acc: 46.55%
+2025-03-14 18:51:53,752 - train - INFO - Epoch: 36 | Test Loss: 1.361 | Test Acc: 53.00%
+2025-03-14 18:52:03,416 - train - INFO - Epoch: 37 | Batch: 0 | Loss: 1.415 | Acc: 48.44%
+2025-03-14 18:52:05,593 - train - INFO - Epoch: 37 | Batch: 100 | Loss: 1.575 | Acc: 44.76%
+2025-03-14 18:52:07,827 - train - INFO - Epoch: 37 | Batch: 200 | Loss: 1.538 | Acc: 45.99%
+2025-03-14 18:52:09,999 - train - INFO - Epoch: 37 | Batch: 300 | Loss: 1.526 | Acc: 46.51%
+2025-03-14 18:52:13,370 - train - INFO - Epoch: 37 | Test Loss: 1.458 | Test Acc: 49.32%
+2025-03-14 18:52:13,541 - train - INFO - Epoch: 38 | Batch: 0 | Loss: 1.553 | Acc: 49.22%
+2025-03-14 18:52:15,740 - train - INFO - Epoch: 38 | Batch: 100 | Loss: 1.476 | Acc: 49.10%
+2025-03-14 18:52:17,984 - train - INFO - Epoch: 38 | Batch: 200 | Loss: 1.475 | Acc: 48.56%
+2025-03-14 18:52:20,396 - train - INFO - Epoch: 38 | Batch: 300 | Loss: 1.509 | Acc: 47.59%
+2025-03-14 18:52:23,784 - train - INFO - Epoch: 38 | Test Loss: 1.395 | Test Acc: 51.78%
+2025-03-14 18:52:32,947 - train - INFO - Epoch: 39 | Batch: 0 | Loss: 1.398 | Acc: 51.56%
+2025-03-14 18:52:35,194 - train - INFO - Epoch: 39 | Batch: 100 | Loss: 1.582 | Acc: 44.60%
+2025-03-14 18:52:37,297 - train - INFO - Epoch: 39 | Batch: 200 | Loss: 1.554 | Acc: 45.54%
+2025-03-14 18:52:39,638 - train - INFO - Epoch: 39 | Batch: 300 | Loss: 1.534 | Acc: 46.39%
+2025-03-14 18:52:43,108 - train - INFO - Epoch: 39 | Test Loss: 1.525 | Test Acc: 45.86%
+2025-03-14 18:52:43,297 - train - INFO - Epoch: 40 | Batch: 0 | Loss: 1.696 | Acc: 32.81%
+2025-03-14 18:52:45,599 - train - INFO - Epoch: 40 | Batch: 100 | Loss: 1.522 | Acc: 47.46%
+2025-03-14 18:52:47,940 - train - INFO - Epoch: 40 | Batch: 200 | Loss: 1.516 | Acc: 47.49%
+2025-03-14 18:52:50,269 - train - INFO - Epoch: 40 | Batch: 300 | Loss: 1.508 | Acc: 47.60%
+2025-03-14 18:52:53,724 - train - INFO - Epoch: 40 | Test Loss: 1.450 | Test Acc: 51.11%
+2025-03-14 18:53:03,410 - train - INFO - Epoch: 41 | Batch: 0 | Loss: 1.537 | Acc: 47.66%
+2025-03-14 18:53:05,800 - train - INFO - Epoch: 41 | Batch: 100 | Loss: 1.507 | Acc: 47.56%
+2025-03-14 18:53:08,177 - train - INFO - Epoch: 41 | Batch: 200 | Loss: 1.514 | Acc: 47.43%
+2025-03-14 18:53:10,666 - train - INFO - Epoch: 41 | Batch: 300 | Loss: 1.510 | Acc: 47.77%
+2025-03-14 18:53:14,572 - train - INFO - Epoch: 41 | Test Loss: 1.517 | Test Acc: 48.48%
+2025-03-14 18:53:14,742 - train - INFO - Epoch: 42 | Batch: 0 | Loss: 1.796 | Acc: 42.19%
+2025-03-14 18:53:16,888 - train - INFO - Epoch: 42 | Batch: 100 | Loss: 1.473 | Acc: 48.87%
+2025-03-14 18:53:18,973 - train - INFO - Epoch: 42 | Batch: 200 | Loss: 1.491 | Acc: 48.63%
+2025-03-14 18:53:21,259 - train - INFO - Epoch: 42 | Batch: 300 | Loss: 1.505 | Acc: 48.21%
+2025-03-14 18:53:24,601 - train - INFO - Epoch: 42 | Test Loss: 1.561 | Test Acc: 46.57%
+2025-03-14 18:53:33,569 - train - INFO - Epoch: 43 | Batch: 0 | Loss: 1.608 | Acc: 44.53%
+2025-03-14 18:53:35,694 - train - INFO - Epoch: 43 | Batch: 100 | Loss: 1.491 | Acc: 48.58%
+2025-03-14 18:53:37,928 - train - INFO - Epoch: 43 | Batch: 200 | Loss: 1.491 | Acc: 48.62%
+2025-03-14 18:53:40,500 - train - INFO - Epoch: 43 | Batch: 300 | Loss: 1.486 | Acc: 48.66%
+2025-03-14 18:53:43,816 - train - INFO - Epoch: 43 | Test Loss: 1.374 | Test Acc: 52.62%
+2025-03-14 18:53:43,991 - train - INFO - Epoch: 44 | Batch: 0 | Loss: 1.489 | Acc: 49.22%
+2025-03-14 18:53:46,176 - train - INFO - Epoch: 44 | Batch: 100 | Loss: 1.486 | Acc: 48.23%
+2025-03-14 18:53:48,303 - train - INFO - Epoch: 44 | Batch: 200 | Loss: 1.498 | Acc: 47.92%
+2025-03-14 18:53:50,370 - train - INFO - Epoch: 44 | Batch: 300 | Loss: 1.487 | Acc: 48.34%
+2025-03-14 18:53:53,740 - train - INFO - Epoch: 44 | Test Loss: 1.373 | Test Acc: 52.73%
+2025-03-14 18:54:03,408 - train - INFO - Epoch: 45 | Batch: 0 | Loss: 1.566 | Acc: 47.66%
+2025-03-14 18:54:05,572 - train - INFO - Epoch: 45 | Batch: 100 | Loss: 1.531 | Acc: 47.00%
+2025-03-14 18:54:07,745 - train - INFO - Epoch: 45 | Batch: 200 | Loss: 1.512 | Acc: 47.59%
+2025-03-14 18:54:09,919 - train - INFO - Epoch: 45 | Batch: 300 | Loss: 1.500 | Acc: 48.02%
+2025-03-14 18:54:13,351 - train - INFO - Epoch: 45 | Test Loss: 1.426 | Test Acc: 51.30%
+2025-03-14 18:54:13,612 - train - INFO - Epoch: 46 | Batch: 0 | Loss: 1.334 | Acc: 58.59%
+2025-03-14 18:54:15,863 - train - INFO - Epoch: 46 | Batch: 100 | Loss: 1.496 | Acc: 48.13%
+2025-03-14 18:54:18,032 - train - INFO - Epoch: 46 | Batch: 200 | Loss: 1.489 | Acc: 48.47%
+2025-03-14 18:54:20,219 - train - INFO - Epoch: 46 | Batch: 300 | Loss: 1.495 | Acc: 48.29%
+2025-03-14 18:54:23,452 - train - INFO - Epoch: 46 | Test Loss: 1.528 | Test Acc: 48.13%
+2025-03-14 18:54:32,795 - train - INFO - Epoch: 47 | Batch: 0 | Loss: 1.657 | Acc: 38.28%
+2025-03-14 18:54:35,033 - train - INFO - Epoch: 47 | Batch: 100 | Loss: 1.543 | Acc: 46.42%
+2025-03-14 18:54:37,369 - train - INFO - Epoch: 47 | Batch: 200 | Loss: 1.516 | Acc: 47.45%
+2025-03-14 18:54:39,815 - train - INFO - Epoch: 47 | Batch: 300 | Loss: 1.499 | Acc: 48.16%
+2025-03-14 18:54:43,735 - train - INFO - Epoch: 47 | Test Loss: 1.527 | Test Acc: 49.94%
+2025-03-14 18:54:43,988 - train - INFO - Epoch: 48 | Batch: 0 | Loss: 1.510 | Acc: 44.53%
+2025-03-14 18:54:46,176 - train - INFO - Epoch: 48 | Batch: 100 | Loss: 1.503 | Acc: 48.13%
+2025-03-14 18:54:48,509 - train - INFO - Epoch: 48 | Batch: 200 | Loss: 1.501 | Acc: 48.09%
+2025-03-14 18:54:50,812 - train - INFO - Epoch: 48 | Batch: 300 | Loss: 1.490 | Acc: 48.40%
+2025-03-14 18:54:54,075 - train - INFO - Epoch: 48 | Test Loss: 1.414 | Test Acc: 51.34%
+2025-03-14 18:55:02,937 - train - INFO - Epoch: 49 | Batch: 0 | Loss: 1.570 | Acc: 38.28%
+2025-03-14 18:55:05,141 - train - INFO - Epoch: 49 | Batch: 100 | Loss: 1.473 | Acc: 49.60%
+2025-03-14 18:55:07,346 - train - INFO - Epoch: 49 | Batch: 200 | Loss: 1.474 | Acc: 49.48%
+2025-03-14 18:55:09,548 - train - INFO - Epoch: 49 | Batch: 300 | Loss: 1.478 | Acc: 49.18%
+2025-03-14 18:55:12,872 - train - INFO - Epoch: 49 | Test Loss: 1.352 | Test Acc: 53.22%
+2025-03-14 18:55:13,039 - train - INFO - Epoch: 50 | Batch: 0 | Loss: 1.388 | Acc: 51.56%
+2025-03-14 18:55:15,328 - train - INFO - Epoch: 50 | Batch: 100 | Loss: 1.490 | Acc: 48.34%
+2025-03-14 18:55:17,410 - train - INFO - Epoch: 50 | Batch: 200 | Loss: 1.484 | Acc: 48.32%
+2025-03-14 18:55:19,595 - train - INFO - Epoch: 50 | Batch: 300 | Loss: 1.474 | Acc: 49.08%
+2025-03-14 18:55:22,981 - train - INFO - Epoch: 50 | Test Loss: 1.513 | Test Acc: 46.94%
+2025-03-14 18:55:32,176 - train - INFO - 训练完成!
diff --git a/Image/LeNet5/code/train.py b/Image/LeNet5/code/train.py
index a30930eb6544d4187227ae815816499eaa464a7c..e365e829731a18716f8b1f6cb5c704747eeea1f9 100644
--- a/Image/LeNet5/code/train.py
+++ b/Image/LeNet5/code/train.py
@@ -27,7 +27,7 @@ def main():
             save_dir='../model',
             model_name='lenet5',
             save_type='0',
-            layer_name='layers.15.conv3',
+            layer_name='conv2',
             interval = 2
         )
     elif args.train_type == '1':
@@ -55,7 +55,7 @@ def main():
             batch_size=args.batch_size, 
             num_workers=args.num_workers,
             local_dataset_path=args.dataset_path,
-            layer_name='layers.15.conv3',
+            layer_name='conv2',
             interval = 2
         )
 
diff --git a/Image/LeNet5/model/0/epoch1/embeddings.npy b/Image/LeNet5/model/0/epoch1/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..653998a1e7125d56c6b76a057d431a1c0abab019
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch1/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d655d14885b3382a95cd8f1685db6b4a3e114db764acfe1e8fec0132ccb241b2
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch1/subject_model.pth b/Image/LeNet5/model/0/epoch1/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ce8098b86de85eaf5a0a588814ddf366360c983c
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch1/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b46e5428993d298db13d39c9de2bd245092f833664ec62674d45d84e950c7fca
+size 252044
diff --git a/Image/LeNet5/model/0/epoch10/embeddings.npy b/Image/LeNet5/model/0/epoch10/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..c3f20848c5b561439b23460bb43cff95233c4492
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch10/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:665a4d9333b30c8d44f1b314c2c5ba37b6a24555e8d6ce9000f9e15c43dae227
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch10/subject_model.pth b/Image/LeNet5/model/0/epoch10/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ce7f291699ab354ce05699286f928847d9ef61da
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch10/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afaf5726ee219183b237b7a52fa33a9b6b942069d8042bd09ffd66a5f133cfd8
+size 252044
diff --git a/Image/LeNet5/model/0/epoch11/embeddings.npy b/Image/LeNet5/model/0/epoch11/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..0696bcba99ece8bb312000532302e0a65f5ce50b
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch11/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa27a313f1475dbb461bbcd4d22ef2fe9f792d1a6977d66a5d51afc21fca9c1a
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch11/subject_model.pth b/Image/LeNet5/model/0/epoch11/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7db546eb8dbe267bcb34eb62003757fa435814b3
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch11/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a7d883185412eedabf05334b090d3666aa5b026d3959e24a4787e65d6a03747
+size 252044
diff --git a/Image/LeNet5/model/0/epoch12/embeddings.npy b/Image/LeNet5/model/0/epoch12/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..952bf28bf201b2fb9b816ece343e51281373d91d
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch12/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1488b8d7523aea773179f4dfb8d3e23a4236364ba30a418e5a76609ac238a596
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch12/subject_model.pth b/Image/LeNet5/model/0/epoch12/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a0b19084b9a53be765fe9b8ebaedf829ebcb6cac
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch12/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bd3be1f9558b987778821cb43ed9c439f086dabf866e4661b5a2cc375731a42
+size 252044
diff --git a/Image/LeNet5/model/0/epoch13/embeddings.npy b/Image/LeNet5/model/0/epoch13/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..4637a85e1a881d59ed2381b1a99bfb7a13f7471b
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch13/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d49e3a95395193b35e150a9438316248e0ee4a369813751067a77829a42b429a
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch13/subject_model.pth b/Image/LeNet5/model/0/epoch13/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..868f14019be58f0ebf4230fa24444728aff8288b
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch13/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8b1cc63ef1f36f900e8490c50e3cbbe7d800b7719338b2bff927b076af17904
+size 252044
diff --git a/Image/LeNet5/model/0/epoch14/embeddings.npy b/Image/LeNet5/model/0/epoch14/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..9c1d01d822c41e3782b2f2344396c85fa37bf650
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch14/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31af6953f66a6dc14e6cb215655e4fd6394903d37dfa9b4a6f1573f058ff1faa
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch14/subject_model.pth b/Image/LeNet5/model/0/epoch14/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2deceb0eb869a2f8cbcca9b124a3d82137bf54b6
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch14/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0414cd87c5c93e0b6e0c9d769b4d06a6a41fcd469a95626b329f13d1453f05c
+size 252044
diff --git a/Image/LeNet5/model/0/epoch15/embeddings.npy b/Image/LeNet5/model/0/epoch15/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..69b903882e3f80322ee27ff72139331d79879447
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch15/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1560581189a4af697269eac1b4e09e51ec354e54f571ee8dae4dca7a41510394
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch15/subject_model.pth b/Image/LeNet5/model/0/epoch15/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..90800e87722292c4396ae4b2c5bd01fe25517702
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch15/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60fabe1b5a606701a42272b793f398c0fc707641f558e0f7d16c8b6fa5830920
+size 252044
diff --git a/Image/LeNet5/model/0/epoch16/embeddings.npy b/Image/LeNet5/model/0/epoch16/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..80717ac24f4e6396ba4c767f3d03a680517fc664
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch16/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95820289b7110de5ae0d449f35b2bc9ebe660358694d7d716f5f6c5028102d7f
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch16/subject_model.pth b/Image/LeNet5/model/0/epoch16/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bea5be18acd7c2d737a76a49095c1a7dddf50bee
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch16/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f5c50c8c7025a3c82857386dd050fee56edd7f6c4ab50f7e12a773574010d4c
+size 252044
diff --git a/Image/LeNet5/model/0/epoch17/embeddings.npy b/Image/LeNet5/model/0/epoch17/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..f545fffdec6fec1b4040ae250a8699cc7e00eac5
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch17/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fed44213f6b64eefac4667db5a5badbe81bd622f26e79dae7d530b1f313ce8e
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch17/subject_model.pth b/Image/LeNet5/model/0/epoch17/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0265987ef2642c312cc85a03e6df78ca33aa878a
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch17/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1aea2cbb38d12e5a337e0ff1e7f4e36e2e44a99cd6588de352a67fde29f39c7c
+size 252044
diff --git a/Image/LeNet5/model/0/epoch18/embeddings.npy b/Image/LeNet5/model/0/epoch18/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..bf654021c1179d53899c21d4565fc6bd561a7328
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch18/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:faaa1e0a2d62717032c7bb74eaf4dac2ba5583ebf5280ae3d004dac75624d3b7
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch18/subject_model.pth b/Image/LeNet5/model/0/epoch18/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..de10ed8ea8e5ee26fae07be59c89a948d0b33eb6
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch18/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27e685abe5dd893c1e80ffbfcdf271a37ffdcadbf53660f093bdb5e0ba14e0fa
+size 252044
diff --git a/Image/LeNet5/model/0/epoch19/embeddings.npy b/Image/LeNet5/model/0/epoch19/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..f06560c5c6b256f49184d3f7b98cbc89e9810ec3
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch19/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7a3d7efd64c141e0df4e2fa3df5e3218ef41a3f59f5508cfcc9d03d22627bdb
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch19/subject_model.pth b/Image/LeNet5/model/0/epoch19/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7f78f15e06634c47d54676a349a15036b079a638
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch19/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2991e1dfcee085ec3ced36eda5e9950ca6f5601067d6e1cf2480c15276e8caf
+size 252044
diff --git a/Image/LeNet5/model/0/epoch2/embeddings.npy b/Image/LeNet5/model/0/epoch2/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..2dff9295e0aa237ae4aac6a99093047ef8e27595
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch2/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc294d3f6cf4cd651dcaf01860d8fc22ccb82119d058553e94966474ae8b3a3a
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch2/subject_model.pth b/Image/LeNet5/model/0/epoch2/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..aaf2c830f18f9e00ddc575ceaf222b508e581155
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch2/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09210b22c1a0194e80f45a46c2911d6e36528462b7e10506147259ccd413f4cb
+size 252044
diff --git a/Image/LeNet5/model/0/epoch20/embeddings.npy b/Image/LeNet5/model/0/epoch20/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..8d06919de63309f3f5e4c8367886ef472690575a
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch20/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8893872686d606f527ce71bd2976a5afbaceddb8efdb5ffc3f9dff10106a92a3
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch20/subject_model.pth b/Image/LeNet5/model/0/epoch20/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d1e4698487aff1a295c4c3390ad1d9a79b4f217c
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch20/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b46a837f563991a85fbdbed7a42a6ecd79d21b6d55b22444954fed2f25d1de1a
+size 252044
diff --git a/Image/LeNet5/model/0/epoch21/embeddings.npy b/Image/LeNet5/model/0/epoch21/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..b32fc57f8b5d63fc500c32799cc587815326cc0b
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch21/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e74d9423914d5952425b0ba4a55647fb22c844bc218c6b82385e59987717d0a8
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch21/subject_model.pth b/Image/LeNet5/model/0/epoch21/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4e20ae0a05acbd95444e66a6bc68f67f36461d50
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch21/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:458e82ece89d332816695b07cfd044ff91b4d2165860a1679110f0be7b97644d
+size 252044
diff --git a/Image/LeNet5/model/0/epoch22/embeddings.npy b/Image/LeNet5/model/0/epoch22/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..6cdc094553060d87c3666123f151199f8ceab9fa
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch22/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b49174e26677adc821c3139768a12ca82364f54b9e8673cefc4dc34e61eca75e
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch22/subject_model.pth b/Image/LeNet5/model/0/epoch22/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dfd4882a1df00932cfba3817eafa89b20a4c5b95
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch22/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d89bb517b32f9a90e8e6faac79e69c79287b522d1312d2019b7ee24859dae13d
+size 252044
diff --git a/Image/LeNet5/model/0/epoch23/embeddings.npy b/Image/LeNet5/model/0/epoch23/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..32e5cd0d8b582853b0a0ed60140b3209a8d11acd
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch23/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92b845c651cb81af8b0d950f15f9ba2591f48a99d84a961a30c0bc7308d8dbfd
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch23/subject_model.pth b/Image/LeNet5/model/0/epoch23/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2fc2ecd774a44345eef8066ecff1816f0e444451
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch23/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88d57971783fe2e96d8498a10f6b70e721705daf5775440ef0f99a3db85df3fd
+size 252044
diff --git a/Image/LeNet5/model/0/epoch24/embeddings.npy b/Image/LeNet5/model/0/epoch24/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..cef1a5c327bbc8876532c50685334601057de960
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch24/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a277a8eef884ba13a95ce10c04454c2ca60bb8ff8f7e7b9d56f6153b9f8ec0a
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch24/subject_model.pth b/Image/LeNet5/model/0/epoch24/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9f2fc8fa2897f9516f42b890f59bb12d4f44175f
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch24/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb9b1f7c1264809e58270fa76106ae6fb51272e14eca72030948f1a56ec9c29e
+size 252044
diff --git a/Image/LeNet5/model/0/epoch25/embeddings.npy b/Image/LeNet5/model/0/epoch25/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..d46d4428fe43e15e2a2255f2507f8ab7aa9d37b4
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch25/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab1d960f06c03a3741955c8518838e769e765fb418c9b1afbdfa803ff2378fac
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch25/subject_model.pth b/Image/LeNet5/model/0/epoch25/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a7d7a2308165f261a21e5ff521f1f9d11be85860
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch25/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba5f7942c3996395f365d64ac28737ff2b69b217dfc0b3a62ff9132ed3ec0e4c
+size 252044
diff --git a/Image/LeNet5/model/0/epoch3/embeddings.npy b/Image/LeNet5/model/0/epoch3/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..5d988fb0c8a55fbfe52c9bd58c2439c0c864c3fe
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch3/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aac6bad73449d12d18472394a53d785742a02786394fbc089f28fc3fe2afaa80
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch3/subject_model.pth b/Image/LeNet5/model/0/epoch3/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4107615e6a0f60dce1988cda957128253b749325
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch3/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8226d8a2082e0656b8e6b315e9ecfc0a7f0f9b604217effb9ed298d76544456f
+size 252044
diff --git a/Image/LeNet5/model/0/epoch4/embeddings.npy b/Image/LeNet5/model/0/epoch4/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..12657be9467e7b928ee9a43f5f85ea97e165b5a0
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch4/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95629917d53caca39ba2773a6dc55ffae1fec6f61e232a0b947ed24da6e4fe79
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch4/subject_model.pth b/Image/LeNet5/model/0/epoch4/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..de6dbc4d4e23129343014048487b40d7ce6a706f
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch4/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df7aaeb076f37feaf23d3a83d5308e10c2ad0ed0ea8a49fc720e69b1b9dde91b
+size 252044
diff --git a/Image/LeNet5/model/0/epoch5/embeddings.npy b/Image/LeNet5/model/0/epoch5/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..e09da97754ab2a2dc4072b14cf7b6e5f82a85d21
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch5/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4ccac8939946163b539bfc9278eda131d07c981b066077a469dffb4b320d672
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch5/subject_model.pth b/Image/LeNet5/model/0/epoch5/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3bd91d0bcddc7cae8fba2362d0304cfb0eda51e3
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch5/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c0d1a9e6868dc418dd901941020e8c1a7a9a2b4dc2a80c59e95d407d31378a0
+size 252044
diff --git a/Image/LeNet5/model/0/epoch6/embeddings.npy b/Image/LeNet5/model/0/epoch6/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..823d45a70a4f5511b587f46bfe62a0729549a685
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch6/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65e8df455ebe1f9b92de02121444d18df821b6c63a0ebbb3237d60f4b0f0307f
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch6/subject_model.pth b/Image/LeNet5/model/0/epoch6/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..04d5795ea713cd72f77cded85e77ff097a770657
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch6/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b81b0575832fb9fc512117de625693171a55535dcc9b49ab461bc6f747b78b30
+size 252044
diff --git a/Image/LeNet5/model/0/epoch7/embeddings.npy b/Image/LeNet5/model/0/epoch7/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..cc63251550d00121e158f08084f17577b6cc6d11
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch7/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04ebb19a6d66360fdd3bcb32c0c2898319b8bbe0a9f1ce93363861e537cd0477
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch7/subject_model.pth b/Image/LeNet5/model/0/epoch7/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..61ebf857535f92b280769d7429cd05d888278e11
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch7/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf9bef940b377d22374ae617f042abf59dab503a518bf0ecfd147b269887b689
+size 252044
diff --git a/Image/LeNet5/model/0/epoch8/embeddings.npy b/Image/LeNet5/model/0/epoch8/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..6ea63915deed5c02c74cd4eac3a44cf9169c121b
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch8/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aa1ad48e79d67d51c5537d92864dca020231df738d5d43d6759ac6f875a94d2
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch8/subject_model.pth b/Image/LeNet5/model/0/epoch8/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5666370ee151ce76e224b5f914f894e9e8332684
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch8/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21cbdf9547b32cf78fbe8f32954fb9337dcb2af90aa2d580a26024feee8baf38
+size 252044
diff --git a/Image/LeNet5/model/0/epoch9/embeddings.npy b/Image/LeNet5/model/0/epoch9/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..ff7a3e482072e01d2a139ecd9a20d2c58247a533
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch9/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5086d69551294b13125d61e0bf2653088a55d6cbeba5ea3966b62fe688e19855
+size 80000128
diff --git a/Image/LeNet5/model/0/epoch9/subject_model.pth b/Image/LeNet5/model/0/epoch9/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5bcac6f13d4b24cc59b85e72ccc8ee9f657b3ea2
--- /dev/null
+++ b/Image/LeNet5/model/0/epoch9/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e10835b1767b349c9063f14847b39f28529b0238d7b1b7931352d06515ac947d
+size 252044
diff --git a/Image/LeNet5/model/0/layer_info.json b/Image/LeNet5/model/0/layer_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d1322168bdc6654321e772b2653b479352060b7
--- /dev/null
+++ b/Image/LeNet5/model/0/layer_info.json
@@ -0,0 +1 @@
+{"layer_id": "conv2", "dim": 400}
\ No newline at end of file
diff --git a/Image/LeNet5/model/2/epoch1/embeddings.npy b/Image/LeNet5/model/2/epoch1/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..a3b5ce0f27ca123a193274ff22e787c015abb8a0
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch1/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42ada91e2195f03c5576e629a4225f24c376c828da045208fe67c6d95142b9e5
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch1/subject_model.pth b/Image/LeNet5/model/2/epoch1/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d234a08b79420564f325ac6e612cd08221729842
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch1/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efcdc8c292c242431c6a093f9bd45a908b7a76be45cb00afc6b7b3badb5ed779
+size 252044
diff --git a/Image/LeNet5/model/2/epoch10/embeddings.npy b/Image/LeNet5/model/2/epoch10/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..95da0834d4a1210fdff8ecf9770d6bac84c8fe16
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch10/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:740a3c95a0cea08c04024d2a5652e0eb1151f6e06ce90e26b801f95d57e78de3
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch10/subject_model.pth b/Image/LeNet5/model/2/epoch10/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c026410e936acf2ed87fa4af3f51115d559b2a0a
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch10/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1c55d1872a8af1ba83e32f8fe67bf287a1124a9d1c15342b6379dae415a8138
+size 252044
diff --git a/Image/LeNet5/model/2/epoch11/embeddings.npy b/Image/LeNet5/model/2/epoch11/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..9b9152ea56fc048ef87e2ace52057d9456a28be4
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch11/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58210d2c6dda80deaba3b0f73045bac8b084185a195c2500035a5a25ad06d0c5
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch11/subject_model.pth b/Image/LeNet5/model/2/epoch11/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5b79d294ffbdb325e819efc99c4962d47555a85d
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch11/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:274e3a8939b107906d4fe7e3c4fdc4c4d2d35b486bb8201f43447ac38bf568a3
+size 252044
diff --git a/Image/LeNet5/model/2/epoch12/embeddings.npy b/Image/LeNet5/model/2/epoch12/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..0c2fbb462066fb9cb33933bfa6d2cc952f3bed3b
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch12/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b82bf9476db46f44ccb09fc9667025c6b73617a4b9f591784cda14a65f7181f7
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch12/subject_model.pth b/Image/LeNet5/model/2/epoch12/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cad8b28f4e59228af373dd79eddca46698bb362b
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch12/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b53e37a3af7fe7fb2c3f3c2381ca22ffa0ee3464ded13ac67fbcae60915c5d94
+size 252044
diff --git a/Image/LeNet5/model/2/epoch13/embeddings.npy b/Image/LeNet5/model/2/epoch13/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..e9c00856ee8cc0705689f217d1d2e701f1c3c33d
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch13/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bff821b9b857f767bf2e04900c6dab04cbe80b1707a7e91f212787cc2189db5d
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch13/subject_model.pth b/Image/LeNet5/model/2/epoch13/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ece9788d08c3c2fb0f8d3779c4e9058eb62ed34a
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch13/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8fa39da4383ed1644cb6f39bc89f53b6683d63f36ccd58d49835f212fac949e
+size 252044
diff --git a/Image/LeNet5/model/2/epoch14/embeddings.npy b/Image/LeNet5/model/2/epoch14/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..ce5c0b6cba704d95e3cd6fb01264bc1720512526
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch14/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c47876b57cfb6d94d63492899e2d3249bf773d7ab3ca94442e1e3b401561c6c6
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch14/subject_model.pth b/Image/LeNet5/model/2/epoch14/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8c655fe190fb56d863d6d030b9b21f233c2b1af4
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch14/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:495aacc5b2ed7662fcd2459616f6f8db83a1f14fd918a2d48a06512f755c3664
+size 252044
diff --git a/Image/LeNet5/model/2/epoch15/embeddings.npy b/Image/LeNet5/model/2/epoch15/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..89fb17123e2bd9f691fefc1a4305691460a824d6
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch15/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50b29be11cde19b21e30a3a9335728a96fc445f72a74365a9bfeabd7a2533b77
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch15/subject_model.pth b/Image/LeNet5/model/2/epoch15/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dfb96051ab4e50df2dda6ba562f14912c0e4a59c
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch15/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85d4b03e586aeb40c58e7fbe868deb4a450ac7a9bf00ce218e37209d7e2af1ee
+size 252044
diff --git a/Image/LeNet5/model/2/epoch16/embeddings.npy b/Image/LeNet5/model/2/epoch16/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..14009f143f6d4c267f47fb594cc7dff19f71034d
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch16/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27a7f4eadb10f507d3d45c478dbbc027ca3f5b7cfd8ac43a8cd17906c592b41d
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch16/subject_model.pth b/Image/LeNet5/model/2/epoch16/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..644d88d974d33fd95af5eaacbdd7a6972219df43
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch16/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a2e87364157a607d0013bb8f985fe7470ff1186ca1ffa90fbc17b596d00b0a2
+size 252044
diff --git a/Image/LeNet5/model/2/epoch17/embeddings.npy b/Image/LeNet5/model/2/epoch17/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..1ea9903dfec99f86e2b527c72b4704b196d70108
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch17/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46746c156d284f7fa1bdf18ec284731e5dc45c799238a89d5d55c5af806b95aa
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch17/subject_model.pth b/Image/LeNet5/model/2/epoch17/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7950ceae713061e9513aace971b6192b66e54052
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch17/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9e2d7118ef7905d80d5396295b4774136c84589d1662f4ed66034d11ef79029
+size 252044
diff --git a/Image/LeNet5/model/2/epoch18/embeddings.npy b/Image/LeNet5/model/2/epoch18/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..fe8fcf0ffc64e2d12d0921e5f07a576ba0a6ba96
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch18/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:693eff53a9004782a1f39b032ffad575f4aee06cdefc95120fd524d33b7c994f
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch18/subject_model.pth b/Image/LeNet5/model/2/epoch18/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4b9f9f2e6d5bf804b639e1e3c2ad0779fbda9aba
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch18/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83039845b18aa868f45cf6099ecebd8592a303f312c87b960235ba11cb06e15d
+size 252044
diff --git a/Image/LeNet5/model/2/epoch19/embeddings.npy b/Image/LeNet5/model/2/epoch19/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..7d482c8d28a1e8b9a117f1277f2f10bff8c2f498
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch19/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90c099e5ae06e504cd35fa9656779490e2ab822491c04f3a3baf85aa7162efdd
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch19/subject_model.pth b/Image/LeNet5/model/2/epoch19/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8de023098a8b248c36380e1c879f991530be2677
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch19/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8535547fa9821d701f75edcc12c60e7ab6af3dc397d913a1cad4f7b449f39cac
+size 252044
diff --git a/Image/LeNet5/model/2/epoch2/embeddings.npy b/Image/LeNet5/model/2/epoch2/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..57f3aa354d531f1883e48ca2bcff86b2300b2a70
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch2/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c88f1ef914015d39a4b74c9993488d151fe46ea314040f92578374411123ba3d
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch2/subject_model.pth b/Image/LeNet5/model/2/epoch2/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cd50ed2280c775eb6641f0229df247f2c76b3c35
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch2/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c1f01e8b560cbe3ea33bbb7738845038787829c4a91d71d7742993b7b459663
+size 252044
diff --git a/Image/LeNet5/model/2/epoch20/embeddings.npy b/Image/LeNet5/model/2/epoch20/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..b99134766ccfdafc52231c02731e506734c38e77
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch20/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:591f24dee3ad45ab947c200253fdf50feeda43e352cb50d8886664409f06611e
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch20/subject_model.pth b/Image/LeNet5/model/2/epoch20/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f26b1d236ed65830f30723260bdc0fa4a5c154ef
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch20/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2406e39e617b236c8e1ff41feb896bcb4a95a1da85a01aa46ae7ad5a1dfd745b
+size 252044
diff --git a/Image/LeNet5/model/2/epoch21/embeddings.npy b/Image/LeNet5/model/2/epoch21/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..5775cbade12d7d66fb964df9a903d094056df56d
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch21/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be56e6a11fd6c0cb4bfbc9923fd6a3891c7ba3fed50add891437dfb96db50e87
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch21/subject_model.pth b/Image/LeNet5/model/2/epoch21/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..657731ad89ed8928f8007464d597440abb8afcee
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch21/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f93e6552ab2f39eb954774a5556fb2859d475dc50d1a30d92e8377dcaf648ae
+size 252044
diff --git a/Image/LeNet5/model/2/epoch22/embeddings.npy b/Image/LeNet5/model/2/epoch22/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..6734e2ed1ea71476afa17f4ba849234edaf9b975
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch22/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4df548e9d80e5e0dff9551780e1571f5eb66982f1b3c191c47504776ec54013
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch22/subject_model.pth b/Image/LeNet5/model/2/epoch22/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4d3824ee88320073544ba5c557aec49142f417bb
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch22/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51317a15c948a8c5297b0d7ddf2bbdfa35ef0d099408875168243914bd74fab4
+size 252044
diff --git a/Image/LeNet5/model/2/epoch23/embeddings.npy b/Image/LeNet5/model/2/epoch23/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..ef902f4b212a7fcbafe713076793ad52238331b1
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch23/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffa45c90faefdcd630a721b37fd18f4e94e2618f1846b760b33c19b0c7f9487e
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch23/subject_model.pth b/Image/LeNet5/model/2/epoch23/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..31ccbaf4682571433ef1fd5f2ca32a8d396eb45d
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch23/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ff45fe876347a12d7c5203f180f9a8f0de62f1a0742dcf4f5d39b9a4a44e326
+size 252044
diff --git a/Image/LeNet5/model/2/epoch24/embeddings.npy b/Image/LeNet5/model/2/epoch24/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..deba09d5f562a89c0db7306efea81da8cdd958a9
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch24/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a3cc62f5e26bea472d8cf20aa5edf62e322cd8d97dce36f6aecc06cb6354521
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch24/subject_model.pth b/Image/LeNet5/model/2/epoch24/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cbb158ef7cac15a4112f3655b0865a7ebb27f432
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch24/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf733caaecbb5e2822ef36405a58f3a64af02497dc30e23b7ed85f4b46167c3f
+size 252044
diff --git a/Image/LeNet5/model/2/epoch25/embeddings.npy b/Image/LeNet5/model/2/epoch25/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..4d0369d9dbda827d6ab1592c2fe39fda6558f3b8
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch25/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1386e631daaad155cd27cbbfb4eef40fc08d18e207d6b563e28faece44cc6fe
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch25/subject_model.pth b/Image/LeNet5/model/2/epoch25/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..241287182115491dfdb3837d19038efe4046b229
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch25/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a29cc05c86141079c5169d3b6760c46bce23e370caa13ba4269167ece594ed92
+size 252044
diff --git a/Image/LeNet5/model/2/epoch3/embeddings.npy b/Image/LeNet5/model/2/epoch3/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..e8e22702df6f763c8b666ae6b71085208aa337fe
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch3/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bae57e293cc1ccaca432efbf20e60ee8f6b94717921d320eead79b76da07d469
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch3/subject_model.pth b/Image/LeNet5/model/2/epoch3/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c7d72090bbbeb9c8a5b40d81829b50849d7b80da
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch3/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8e0e05911bcc21b0233df3ac15bc90e862fe3f3e2e83d5e610b78b3d4d27ea5
+size 252044
diff --git a/Image/LeNet5/model/2/epoch4/embeddings.npy b/Image/LeNet5/model/2/epoch4/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..f80408625cb114ef2598c158bd5a35956d3c59e2
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch4/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a75e67238121ba103b0caeadaa7dad1320ded9d3beca910288ea3f3606ab9ee
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch4/subject_model.pth b/Image/LeNet5/model/2/epoch4/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1935db4838c28f5a172914fe6dd17c89de3b5d67
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch4/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff51437e4c0306aca5607d6edb62402a6068913d0151918310d10f267dede973
+size 252044
diff --git a/Image/LeNet5/model/2/epoch5/embeddings.npy b/Image/LeNet5/model/2/epoch5/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..d010240d1f39e785c4422a3bbc9d2359d35a28ab
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch5/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e797d6a16feedd366df33fd999ef4bc2dd080e4bbd84fbeb7230ca0d43590309
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch5/subject_model.pth b/Image/LeNet5/model/2/epoch5/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9cc7222a366056ef5fe0a565292f36fbe583dcc8
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch5/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ec0c6dd5252ed4d10a71810ade6d511b5c2ad8af19935c704bbe487a681b839
+size 252044
diff --git a/Image/LeNet5/model/2/epoch6/embeddings.npy b/Image/LeNet5/model/2/epoch6/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..0c97de135a9f894c65ac344cbdd7834e653edf5c
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch6/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb5c757a8efe76e3672707af30ec464cb9f6c98472fadffab8ea5ca62aa5835e
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch6/subject_model.pth b/Image/LeNet5/model/2/epoch6/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3551d3b7fd814db62e3679e89bc61bd9230cb6af
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch6/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e87f50103d814b38532571c68bf64e6adc5f52c2adf228b3b5d2b7fdf8dbfd5c
+size 252044
diff --git a/Image/LeNet5/model/2/epoch7/embeddings.npy b/Image/LeNet5/model/2/epoch7/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..9a49f5dee069b67423ae56fa06a6e5f2bb63f95b
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch7/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:542c5784ddd457f9a3b7379b5e33a51450b649c3a38fa7b3653535c272f02acb
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch7/subject_model.pth b/Image/LeNet5/model/2/epoch7/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..068293422710ddc4c6834378da6b9c655a1444ca
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch7/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a83ec407d66e43f9df7451839ac903c79128953bff23f7e8c286375a81ee5dfb
+size 252044
diff --git a/Image/LeNet5/model/2/epoch8/embeddings.npy b/Image/LeNet5/model/2/epoch8/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..93f2ea67e699b9975d93ec93c483626d2b713cd0
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch8/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bf9b59d9207ab6212ace2141226fdfcd9736b5ad217722e850d1c019b0eba28
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch8/subject_model.pth b/Image/LeNet5/model/2/epoch8/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2aa7deac5829e5aceae4dca642f6f5c7ca63c4d3
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch8/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3321c16d952aa8d60c76792a59aca6e712cf255d084c1220c0686671c11b8409
+size 252044
diff --git a/Image/LeNet5/model/2/epoch9/embeddings.npy b/Image/LeNet5/model/2/epoch9/embeddings.npy
new file mode 100644
index 0000000000000000000000000000000000000000..b561a949407254600e4c07786682a2343e5bfb14
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch9/embeddings.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34add850b3501d7d8b2c66775f4beee57a28b988c19313464291ed42af8c3c65
+size 80000128
diff --git a/Image/LeNet5/model/2/epoch9/subject_model.pth b/Image/LeNet5/model/2/epoch9/subject_model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f3ede472bcfe4dffde49f68253fa38d7b31e298f
--- /dev/null
+++ b/Image/LeNet5/model/2/epoch9/subject_model.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e53ba82ee69b6da1b213961c61512e68214a0405baf12ecdaab1ec64bffe0e9
+size 252044
diff --git a/Image/LeNet5/model/2/layer_info.json b/Image/LeNet5/model/2/layer_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d1322168bdc6654321e772b2653b479352060b7
--- /dev/null
+++ b/Image/LeNet5/model/2/layer_info.json
@@ -0,0 +1 @@
+{"layer_id": "conv2", "dim": 400}
\ No newline at end of file
diff --git a/Image/MobileNetv1/code/train.py b/Image/MobileNetv1/code/train.py
index 17870a62a31ce89c992b7bd28410becc479df949..231f51e537aa59168ddf538eacf53a6e29ee4ccf 100644
--- a/Image/MobileNetv1/code/train.py
+++ b/Image/MobileNetv1/code/train.py
@@ -4,14 +4,14 @@ sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(
 from utils.dataset_utils import get_cifar10_dataloaders
 from utils.train_utils import train_model, train_model_data_augmentation, train_model_backdoor
 from utils.parse_args import parse_args
-from model import MobileNetv1
+from model import MobileNet
 
 def main():
     # 解析命令行参数
     args = parse_args()
     
     # 创建模型
-    model = MobileNetv1()
+    model = MobileNet()
     
     if args.train_type == '0':
         # 获取数据加载器
@@ -26,7 +26,9 @@ def main():
             device=f'cuda:{args.gpu}',
             save_dir='../model',
             model_name='mobilenetv1',
-            save_type='0'
+            save_type='0',
+            layer_name='conv2',
+            interval=2
         )
     elif args.train_type == '1':
         train_model_data_augmentation(
@@ -52,7 +54,9 @@ def main():
             model_name='mobilenetv1',
             batch_size=args.batch_size, 
             num_workers=args.num_workers,
-            local_dataset_path=args.dataset_path
+            local_dataset_path=args.dataset_path,
+            layer_name='conv2',
+            interval=2
         )
 
 if __name__ == '__main__':
diff --git a/Image/MobileNetv2/code/train.py b/Image/MobileNetv2/code/train.py
index e5fd66cd0a82764bb5dad3c31bd09c93ba2bb14e..e8154dc7cee833799b077f8fe96a85a65fe74b87 100644
--- a/Image/MobileNetv2/code/train.py
+++ b/Image/MobileNetv2/code/train.py
@@ -26,7 +26,9 @@ def main():
             device=f'cuda:{args.gpu}',
             save_dir='../model',
             model_name='mobilenetv2',
-            save_type='0'
+            save_type='0',
+            layer_name='conv2',
+            interval=2
         )
     elif args.train_type == '1':
         train_model_data_augmentation(
@@ -52,7 +54,9 @@ def main():
             model_name='mobilenetv2',
             batch_size=args.batch_size, 
             num_workers=args.num_workers,
-            local_dataset_path=args.dataset_path
+            local_dataset_path=args.dataset_path,
+            layer_name='conv2',
+            interval=2
         )
 
 if __name__ == '__main__':
diff --git a/ttv_utils/save_embeddings.py b/ttv_utils/save_embeddings.py
index 0f78154391036ed9c420ffb489e9a861e09950b3..493bacd57395ae2579d59f02789b1ea6a79978f3 100644
--- a/ttv_utils/save_embeddings.py
+++ b/ttv_utils/save_embeddings.py
@@ -43,7 +43,7 @@ class time_travel_saver:
 
         if show:
             layer_dimensions = self.show_dimensions()
-            print(layer_dimensions)
+            # print(layer_dimensions)
 
         
     def show_dimensions(self):