| 2025-03-14 19:34:09,949 - train - INFO - 开始训练 mobilenetv3 | |
| 2025-03-14 19:34:09,950 - train - INFO - 总轮数: 50, 学习率: 0.1, 设备: cuda:3 | |
| 2025-03-14 19:34:10,708 - train - INFO - Epoch: 1 | Batch: 0 | Loss: 2.320 | Acc: 13.28% | |
| 2025-03-14 19:34:13,447 - train - INFO - Epoch: 1 | Batch: 100 | Loss: 2.146 | Acc: 21.54% | |
| 2025-03-14 19:34:16,441 - train - INFO - Epoch: 1 | Batch: 200 | Loss: 2.000 | Acc: 25.60% | |
| 2025-03-14 19:34:19,272 - train - INFO - Epoch: 1 | Batch: 300 | Loss: 1.921 | Acc: 28.29% | |
| 2025-03-14 19:34:23,561 - train - INFO - Epoch: 1 | Test Loss: 1.631 | Test Acc: 40.55% | |
| 2025-03-14 19:34:24,104 - train - INFO - Epoch: 2 | Batch: 0 | Loss: 1.897 | Acc: 28.12% | |
| 2025-03-14 19:34:26,866 - train - INFO - Epoch: 2 | Batch: 100 | Loss: 1.680 | Acc: 36.49% | |
| 2025-03-14 19:34:30,220 - train - INFO - Epoch: 2 | Batch: 200 | Loss: 1.659 | Acc: 37.85% | |
| 2025-03-14 19:34:33,127 - train - INFO - Epoch: 2 | Batch: 300 | Loss: 1.647 | Acc: 38.59% | |
| 2025-03-14 19:34:37,194 - train - INFO - Epoch: 2 | Test Loss: 1.613 | Test Acc: 42.79% | |
| 2025-03-14 19:34:48,385 - train - INFO - Epoch: 3 | Batch: 0 | Loss: 1.501 | Acc: 42.97% | |
| 2025-03-14 19:34:51,567 - train - INFO - Epoch: 3 | Batch: 100 | Loss: 1.587 | Acc: 40.91% | |
| 2025-03-14 19:34:55,050 - train - INFO - Epoch: 3 | Batch: 200 | Loss: 1.572 | Acc: 41.97% | |
| 2025-03-14 19:35:00,286 - train - INFO - Epoch: 3 | Batch: 300 | Loss: 1.556 | Acc: 42.79% | |
| 2025-03-14 19:35:06,995 - train - INFO - Epoch: 3 | Test Loss: 1.529 | Test Acc: 43.45% | |
| 2025-03-14 19:35:07,304 - train - INFO - Epoch: 4 | Batch: 0 | Loss: 1.589 | Acc: 39.06% | |
| 2025-03-14 19:35:10,973 - train - INFO - Epoch: 4 | Batch: 100 | Loss: 1.471 | Acc: 46.25% | |
| 2025-03-14 19:35:14,288 - train - INFO - Epoch: 4 | Batch: 200 | Loss: 1.445 | Acc: 47.22% | |
| 2025-03-14 19:35:17,798 - train - INFO - Epoch: 4 | Batch: 300 | Loss: 1.425 | Acc: 48.28% | |
| 2025-03-14 19:35:22,738 - train - INFO - Epoch: 4 | Test Loss: 1.349 | Test Acc: 51.18% | |
| 2025-03-14 19:35:34,169 - train - INFO - Epoch: 5 | Batch: 0 | Loss: 1.274 | Acc: 52.34% | |
| 2025-03-14 19:35:37,141 - train - INFO - Epoch: 5 | Batch: 100 | Loss: 1.370 | Acc: 51.04% | |
| 2025-03-14 19:35:40,306 - train - INFO - Epoch: 5 | Batch: 200 | Loss: 1.362 | Acc: 51.23% | |
| 2025-03-14 19:35:43,178 - train - INFO - Epoch: 5 | Batch: 300 | Loss: 1.360 | Acc: 51.26% | |
| 2025-03-14 19:35:47,371 - train - INFO - Epoch: 5 | Test Loss: 1.291 | Test Acc: 54.39% | |
| 2025-03-14 19:35:47,592 - train - INFO - Epoch: 6 | Batch: 0 | Loss: 1.263 | Acc: 55.47% | |
| 2025-03-14 19:35:50,454 - train - INFO - Epoch: 6 | Batch: 100 | Loss: 1.312 | Acc: 52.95% | |
| 2025-03-14 19:35:53,226 - train - INFO - Epoch: 6 | Batch: 200 | Loss: 1.309 | Acc: 53.16% | |
| 2025-03-14 19:35:55,871 - train - INFO - Epoch: 6 | Batch: 300 | Loss: 1.297 | Acc: 53.53% | |
| 2025-03-14 19:35:59,868 - train - INFO - Epoch: 6 | Test Loss: 1.257 | Test Acc: 54.75% | |
| 2025-03-14 19:36:10,115 - train - INFO - Epoch: 7 | Batch: 0 | Loss: 1.212 | Acc: 56.25% | |
| 2025-03-14 19:36:13,079 - train - INFO - Epoch: 7 | Batch: 100 | Loss: 1.261 | Acc: 54.90% | |
| 2025-03-14 19:36:16,073 - train - INFO - Epoch: 7 | Batch: 200 | Loss: 1.252 | Acc: 55.44% | |
| 2025-03-14 19:36:18,985 - train - INFO - Epoch: 7 | Batch: 300 | Loss: 1.249 | Acc: 55.56% | |
| 2025-03-14 19:36:23,167 - train - INFO - Epoch: 7 | Test Loss: 1.328 | Test Acc: 51.79% | |
| 2025-03-14 19:36:23,446 - train - INFO - Epoch: 8 | Batch: 0 | Loss: 1.228 | Acc: 50.78% | |
| 2025-03-14 19:36:26,398 - train - INFO - Epoch: 8 | Batch: 100 | Loss: 1.213 | Acc: 57.07% | |
| 2025-03-14 19:36:29,421 - train - INFO - Epoch: 8 | Batch: 200 | Loss: 1.216 | Acc: 56.90% | |
| 2025-03-14 19:36:32,300 - train - INFO - Epoch: 8 | Batch: 300 | Loss: 1.214 | Acc: 56.96% | |
| 2025-03-14 19:36:36,642 - train - INFO - Epoch: 8 | Test Loss: 1.222 | Test Acc: 55.97% | |
| 2025-03-14 19:36:48,439 - train - INFO - Epoch: 9 | Batch: 0 | Loss: 1.049 | Acc: 67.97% | |
| 2025-03-14 19:36:51,749 - train - INFO - Epoch: 9 | Batch: 100 | Loss: 1.208 | Acc: 56.95% | |
| 2025-03-14 19:36:55,054 - train - INFO - Epoch: 9 | Batch: 200 | Loss: 1.211 | Acc: 56.86% | |
| 2025-03-14 19:36:58,052 - train - INFO - Epoch: 9 | Batch: 300 | Loss: 1.210 | Acc: 57.06% | |
| 2025-03-14 19:37:02,439 - train - INFO - Epoch: 9 | Test Loss: 1.255 | Test Acc: 54.03% | |
| 2025-03-14 19:37:02,733 - train - INFO - Epoch: 10 | Batch: 0 | Loss: 1.179 | Acc: 63.28% | |
| 2025-03-14 19:37:06,315 - train - INFO - Epoch: 10 | Batch: 100 | Loss: 1.209 | Acc: 57.66% | |
| 2025-03-14 19:37:09,460 - train - INFO - Epoch: 10 | Batch: 200 | Loss: 1.201 | Acc: 57.60% | |
| 2025-03-14 19:37:12,816 - train - INFO - Epoch: 10 | Batch: 300 | Loss: 1.202 | Acc: 57.50% | |
| 2025-03-14 19:37:17,537 - train - INFO - Epoch: 10 | Test Loss: 1.179 | Test Acc: 57.09% | |
| 2025-03-14 19:37:28,080 - train - INFO - Epoch: 11 | Batch: 0 | Loss: 1.027 | Acc: 67.19% | |
| 2025-03-14 19:37:30,927 - train - INFO - Epoch: 11 | Batch: 100 | Loss: 1.176 | Acc: 58.61% | |
| 2025-03-14 19:37:33,856 - train - INFO - Epoch: 11 | Batch: 200 | Loss: 1.184 | Acc: 58.20% | |
| 2025-03-14 19:37:36,622 - train - INFO - Epoch: 11 | Batch: 300 | Loss: 1.180 | Acc: 58.40% | |
| 2025-03-14 19:37:40,915 - train - INFO - Epoch: 11 | Test Loss: 1.203 | Test Acc: 57.33% | |
| 2025-03-14 19:37:41,138 - train - INFO - Epoch: 12 | Batch: 0 | Loss: 1.089 | Acc: 60.94% | |
| 2025-03-14 19:37:44,042 - train - INFO - Epoch: 12 | Batch: 100 | Loss: 1.183 | Acc: 58.00% | |
| 2025-03-14 19:37:47,123 - train - INFO - Epoch: 12 | Batch: 200 | Loss: 1.186 | Acc: 58.07% | |
| 2025-03-14 19:37:50,181 - train - INFO - Epoch: 12 | Batch: 300 | Loss: 1.186 | Acc: 58.21% | |
| 2025-03-14 19:37:54,485 - train - INFO - Epoch: 12 | Test Loss: 1.184 | Test Acc: 58.28% | |
| 2025-03-14 19:38:04,529 - train - INFO - Epoch: 13 | Batch: 0 | Loss: 1.169 | Acc: 56.25% | |
| 2025-03-14 19:38:07,411 - train - INFO - Epoch: 13 | Batch: 100 | Loss: 1.180 | Acc: 58.57% | |
| 2025-03-14 19:38:10,271 - train - INFO - Epoch: 13 | Batch: 200 | Loss: 1.172 | Acc: 58.88% | |
| 2025-03-14 19:38:13,588 - train - INFO - Epoch: 13 | Batch: 300 | Loss: 1.170 | Acc: 58.83% | |
| 2025-03-14 19:38:17,915 - train - INFO - Epoch: 13 | Test Loss: 1.277 | Test Acc: 55.18% | |
| 2025-03-14 19:38:18,180 - train - INFO - Epoch: 14 | Batch: 0 | Loss: 1.024 | Acc: 62.50% | |
| 2025-03-14 19:38:21,018 - train - INFO - Epoch: 14 | Batch: 100 | Loss: 1.148 | Acc: 59.14% | |
| 2025-03-14 19:38:23,826 - train - INFO - Epoch: 14 | Batch: 200 | Loss: 1.161 | Acc: 58.97% | |
| 2025-03-14 19:38:26,656 - train - INFO - Epoch: 14 | Batch: 300 | Loss: 1.164 | Acc: 58.82% | |
| 2025-03-14 19:38:30,586 - train - INFO - Epoch: 14 | Test Loss: 1.276 | Test Acc: 55.02% | |
| 2025-03-14 19:38:41,002 - train - INFO - Epoch: 15 | Batch: 0 | Loss: 1.196 | Acc: 53.91% | |
| 2025-03-14 19:38:43,862 - train - INFO - Epoch: 15 | Batch: 100 | Loss: 1.157 | Acc: 59.38% | |
| 2025-03-14 19:38:46,647 - train - INFO - Epoch: 15 | Batch: 200 | Loss: 1.148 | Acc: 59.47% | |
| 2025-03-14 19:38:49,537 - train - INFO - Epoch: 15 | Batch: 300 | Loss: 1.150 | Acc: 59.41% | |
| 2025-03-14 19:38:53,845 - train - INFO - Epoch: 15 | Test Loss: 1.164 | Test Acc: 59.17% | |
| 2025-03-14 19:38:54,067 - train - INFO - Epoch: 16 | Batch: 0 | Loss: 0.926 | Acc: 67.97% | |
| 2025-03-14 19:38:56,970 - train - INFO - Epoch: 16 | Batch: 100 | Loss: 1.142 | Acc: 59.78% | |
| 2025-03-14 19:38:59,745 - train - INFO - Epoch: 16 | Batch: 200 | Loss: 1.143 | Acc: 59.80% | |
| 2025-03-14 19:39:02,600 - train - INFO - Epoch: 16 | Batch: 300 | Loss: 1.146 | Acc: 59.79% | |
| 2025-03-14 19:39:07,088 - train - INFO - Epoch: 16 | Test Loss: 1.145 | Test Acc: 59.72% | |
| 2025-03-14 19:39:18,059 - train - INFO - Epoch: 17 | Batch: 0 | Loss: 0.978 | Acc: 64.06% | |
| 2025-03-14 19:39:21,062 - train - INFO - Epoch: 17 | Batch: 100 | Loss: 1.159 | Acc: 59.11% | |
| 2025-03-14 19:39:24,063 - train - INFO - Epoch: 17 | Batch: 200 | Loss: 1.149 | Acc: 59.38% | |
| 2025-03-14 19:39:27,180 - train - INFO - Epoch: 17 | Batch: 300 | Loss: 1.145 | Acc: 59.82% | |
| 2025-03-14 19:39:32,003 - train - INFO - Epoch: 17 | Test Loss: 1.164 | Test Acc: 59.60% | |
| 2025-03-14 19:39:32,294 - train - INFO - Epoch: 18 | Batch: 0 | Loss: 1.097 | Acc: 60.94% | |
| 2025-03-14 19:39:35,379 - train - INFO - Epoch: 18 | Batch: 100 | Loss: 1.131 | Acc: 59.47% | |
| 2025-03-14 19:39:38,505 - train - INFO - Epoch: 18 | Batch: 200 | Loss: 1.126 | Acc: 59.93% | |
| 2025-03-14 19:39:41,838 - train - INFO - Epoch: 18 | Batch: 300 | Loss: 1.124 | Acc: 60.26% | |
| 2025-03-14 19:39:46,267 - train - INFO - Epoch: 18 | Test Loss: 1.178 | Test Acc: 58.70% | |
| 2025-03-14 19:39:57,412 - train - INFO - Epoch: 19 | Batch: 0 | Loss: 1.281 | Acc: 54.69% | |
| 2025-03-14 19:40:00,334 - train - INFO - Epoch: 19 | Batch: 100 | Loss: 1.131 | Acc: 60.60% | |
| 2025-03-14 19:40:03,247 - train - INFO - Epoch: 19 | Batch: 200 | Loss: 1.132 | Acc: 60.33% | |
| 2025-03-14 19:40:06,091 - train - INFO - Epoch: 19 | Batch: 300 | Loss: 1.131 | Acc: 60.40% | |
| 2025-03-14 19:40:10,218 - train - INFO - Epoch: 19 | Test Loss: 1.146 | Test Acc: 59.70% | |
| 2025-03-14 19:40:10,427 - train - INFO - Epoch: 20 | Batch: 0 | Loss: 1.237 | Acc: 57.03% | |
| 2025-03-14 19:40:13,329 - train - INFO - Epoch: 20 | Batch: 100 | Loss: 1.105 | Acc: 61.37% | |
| 2025-03-14 19:40:16,496 - train - INFO - Epoch: 20 | Batch: 200 | Loss: 1.112 | Acc: 61.24% | |
| 2025-03-14 19:40:19,346 - train - INFO - Epoch: 20 | Batch: 300 | Loss: 1.119 | Acc: 61.04% | |
| 2025-03-14 19:40:23,460 - train - INFO - Epoch: 20 | Test Loss: 1.178 | Test Acc: 58.22% | |
| 2025-03-14 19:40:34,045 - train - INFO - Epoch: 21 | Batch: 0 | Loss: 1.283 | Acc: 57.03% | |
| 2025-03-14 19:40:36,967 - train - INFO - Epoch: 21 | Batch: 100 | Loss: 1.125 | Acc: 60.55% | |
| 2025-03-14 19:40:39,673 - train - INFO - Epoch: 21 | Batch: 200 | Loss: 1.115 | Acc: 61.14% | |
| 2025-03-14 19:40:42,896 - train - INFO - Epoch: 21 | Batch: 300 | Loss: 1.119 | Acc: 60.80% | |
| 2025-03-14 19:40:47,481 - train - INFO - Epoch: 21 | Test Loss: 1.148 | Test Acc: 58.85% | |
| 2025-03-14 19:40:47,708 - train - INFO - Epoch: 22 | Batch: 0 | Loss: 1.006 | Acc: 63.28% | |
| 2025-03-14 19:40:50,647 - train - INFO - Epoch: 22 | Batch: 100 | Loss: 1.109 | Acc: 61.04% | |
| 2025-03-14 19:40:53,390 - train - INFO - Epoch: 22 | Batch: 200 | Loss: 1.121 | Acc: 60.61% | |
| 2025-03-14 19:40:56,265 - train - INFO - Epoch: 22 | Batch: 300 | Loss: 1.121 | Acc: 60.59% | |
| 2025-03-14 19:41:00,300 - train - INFO - Epoch: 22 | Test Loss: 1.252 | Test Acc: 56.00% | |
| 2025-03-14 19:41:10,713 - train - INFO - Epoch: 23 | Batch: 0 | Loss: 1.183 | Acc: 64.06% | |
| 2025-03-14 19:41:13,642 - train - INFO - Epoch: 23 | Batch: 100 | Loss: 1.141 | Acc: 60.41% | |
| 2025-03-14 19:41:16,447 - train - INFO - Epoch: 23 | Batch: 200 | Loss: 1.126 | Acc: 60.60% | |
| 2025-03-14 19:41:19,466 - train - INFO - Epoch: 23 | Batch: 300 | Loss: 1.126 | Acc: 60.61% | |
| 2025-03-14 19:41:23,677 - train - INFO - Epoch: 23 | Test Loss: 1.355 | Test Acc: 53.98% | |
| 2025-03-14 19:41:23,909 - train - INFO - Epoch: 24 | Batch: 0 | Loss: 1.204 | Acc: 57.03% | |
| 2025-03-14 19:41:26,799 - train - INFO - Epoch: 24 | Batch: 100 | Loss: 1.111 | Acc: 60.94% | |
| 2025-03-14 19:41:29,837 - train - INFO - Epoch: 24 | Batch: 200 | Loss: 1.111 | Acc: 61.03% | |
| 2025-03-14 19:41:32,845 - train - INFO - Epoch: 24 | Batch: 300 | Loss: 1.112 | Acc: 60.86% | |
| 2025-03-14 19:41:37,135 - train - INFO - Epoch: 24 | Test Loss: 1.229 | Test Acc: 56.77% | |
| 2025-03-14 19:41:49,373 - train - INFO - Epoch: 25 | Batch: 0 | Loss: 1.142 | Acc: 60.16% | |
| 2025-03-14 19:41:52,683 - train - INFO - Epoch: 25 | Batch: 100 | Loss: 1.096 | Acc: 62.07% | |
| 2025-03-14 19:41:55,781 - train - INFO - Epoch: 25 | Batch: 200 | Loss: 1.106 | Acc: 61.37% | |
| 2025-03-14 19:41:58,961 - train - INFO - Epoch: 25 | Batch: 300 | Loss: 1.105 | Acc: 61.47% | |
| 2025-03-14 19:42:03,822 - train - INFO - Epoch: 25 | Test Loss: 1.208 | Test Acc: 56.94% | |
| 2025-03-14 19:42:04,048 - train - INFO - Epoch: 26 | Batch: 0 | Loss: 0.874 | Acc: 65.62% | |
| 2025-03-14 19:42:07,041 - train - INFO - Epoch: 26 | Batch: 100 | Loss: 1.107 | Acc: 60.66% | |
| 2025-03-14 19:42:09,754 - train - INFO - Epoch: 26 | Batch: 200 | Loss: 1.108 | Acc: 60.90% | |
| 2025-03-14 19:42:12,340 - train - INFO - Epoch: 26 | Batch: 300 | Loss: 1.103 | Acc: 61.09% | |
| 2025-03-14 19:42:16,280 - train - INFO - Epoch: 26 | Test Loss: 1.272 | Test Acc: 54.55% | |
| 2025-03-14 19:42:26,726 - train - INFO - Epoch: 27 | Batch: 0 | Loss: 1.055 | Acc: 63.28% | |
| 2025-03-14 19:42:29,611 - train - INFO - Epoch: 27 | Batch: 100 | Loss: 1.098 | Acc: 61.42% | |
| 2025-03-14 19:42:32,450 - train - INFO - Epoch: 27 | Batch: 200 | Loss: 1.101 | Acc: 61.61% | |
| 2025-03-14 19:42:35,164 - train - INFO - Epoch: 27 | Batch: 300 | Loss: 1.110 | Acc: 61.25% | |
| 2025-03-14 19:42:38,982 - train - INFO - Epoch: 27 | Test Loss: 1.093 | Test Acc: 61.80% | |
| 2025-03-14 19:42:39,189 - train - INFO - Epoch: 28 | Batch: 0 | Loss: 1.191 | Acc: 61.72% | |
| 2025-03-14 19:42:42,143 - train - INFO - Epoch: 28 | Batch: 100 | Loss: 1.113 | Acc: 60.58% | |
| 2025-03-14 19:42:45,181 - train - INFO - Epoch: 28 | Batch: 200 | Loss: 1.105 | Acc: 60.91% | |
| 2025-03-14 19:42:48,103 - train - INFO - Epoch: 28 | Batch: 300 | Loss: 1.107 | Acc: 60.91% | |
| 2025-03-14 19:42:52,248 - train - INFO - Epoch: 28 | Test Loss: 1.132 | Test Acc: 60.36% | |
| 2025-03-14 19:43:02,145 - train - INFO - Epoch: 29 | Batch: 0 | Loss: 1.005 | Acc: 69.53% | |
| 2025-03-14 19:43:04,936 - train - INFO - Epoch: 29 | Batch: 100 | Loss: 1.107 | Acc: 61.42% | |
| 2025-03-14 19:43:07,909 - train - INFO - Epoch: 29 | Batch: 200 | Loss: 1.100 | Acc: 61.62% | |
| 2025-03-14 19:43:10,658 - train - INFO - Epoch: 29 | Batch: 300 | Loss: 1.097 | Acc: 61.47% | |
| 2025-03-14 19:43:14,707 - train - INFO - Epoch: 29 | Test Loss: 1.365 | Test Acc: 52.51% | |
| 2025-03-14 19:43:14,980 - train - INFO - Epoch: 30 | Batch: 0 | Loss: 1.134 | Acc: 56.25% | |
| 2025-03-14 19:43:17,981 - train - INFO - Epoch: 30 | Batch: 100 | Loss: 1.101 | Acc: 61.53% | |
| 2025-03-14 19:43:20,945 - train - INFO - Epoch: 30 | Batch: 200 | Loss: 1.097 | Acc: 61.55% | |
| 2025-03-14 19:43:23,828 - train - INFO - Epoch: 30 | Batch: 300 | Loss: 1.096 | Acc: 61.62% | |
| 2025-03-14 19:43:27,912 - train - INFO - Epoch: 30 | Test Loss: 1.058 | Test Acc: 62.23% | |
| 2025-03-14 19:43:37,857 - train - INFO - Epoch: 31 | Batch: 0 | Loss: 1.111 | Acc: 64.06% | |
| 2025-03-14 19:43:40,744 - train - INFO - Epoch: 31 | Batch: 100 | Loss: 1.093 | Acc: 61.44% | |
| 2025-03-14 19:43:43,590 - train - INFO - Epoch: 31 | Batch: 200 | Loss: 1.095 | Acc: 61.63% | |
| 2025-03-14 19:43:46,301 - train - INFO - Epoch: 31 | Batch: 300 | Loss: 1.087 | Acc: 61.93% | |
| 2025-03-14 19:43:50,386 - train - INFO - Epoch: 31 | Test Loss: 1.227 | Test Acc: 56.04% | |
| 2025-03-14 19:43:50,594 - train - INFO - Epoch: 32 | Batch: 0 | Loss: 0.883 | Acc: 70.31% | |
| 2025-03-14 19:43:53,386 - train - INFO - Epoch: 32 | Batch: 100 | Loss: 1.085 | Acc: 62.06% | |
| 2025-03-14 19:43:56,058 - train - INFO - Epoch: 32 | Batch: 200 | Loss: 1.093 | Acc: 61.87% | |
| 2025-03-14 19:43:58,777 - train - INFO - Epoch: 32 | Batch: 300 | Loss: 1.095 | Acc: 61.84% | |
| 2025-03-14 19:44:02,708 - train - INFO - Epoch: 32 | Test Loss: 1.217 | Test Acc: 57.42% | |
| 2025-03-14 19:44:12,615 - train - INFO - Epoch: 33 | Batch: 0 | Loss: 1.165 | Acc: 60.16% | |
| 2025-03-14 19:44:15,397 - train - INFO - Epoch: 33 | Batch: 100 | Loss: 1.087 | Acc: 61.80% | |
| 2025-03-14 19:44:18,183 - train - INFO - Epoch: 33 | Batch: 200 | Loss: 1.092 | Acc: 61.66% | |
| 2025-03-14 19:44:21,023 - train - INFO - Epoch: 33 | Batch: 300 | Loss: 1.088 | Acc: 61.89% | |
| 2025-03-14 19:44:25,133 - train - INFO - Epoch: 33 | Test Loss: 1.139 | Test Acc: 59.81% | |
| 2025-03-14 19:44:25,337 - train - INFO - Epoch: 34 | Batch: 0 | Loss: 1.119 | Acc: 57.81% | |
| 2025-03-14 19:44:28,094 - train - INFO - Epoch: 34 | Batch: 100 | Loss: 1.081 | Acc: 62.59% | |
| 2025-03-14 19:44:30,793 - train - INFO - Epoch: 34 | Batch: 200 | Loss: 1.084 | Acc: 62.30% | |
| 2025-03-14 19:44:33,468 - train - INFO - Epoch: 34 | Batch: 300 | Loss: 1.088 | Acc: 62.01% | |
| 2025-03-14 19:44:37,502 - train - INFO - Epoch: 34 | Test Loss: 1.096 | Test Acc: 61.46% | |
| 2025-03-14 19:44:47,538 - train - INFO - Epoch: 35 | Batch: 0 | Loss: 1.280 | Acc: 52.34% | |
| 2025-03-14 19:44:50,462 - train - INFO - Epoch: 35 | Batch: 100 | Loss: 1.105 | Acc: 61.56% | |
| 2025-03-14 19:44:53,242 - train - INFO - Epoch: 35 | Batch: 200 | Loss: 1.098 | Acc: 61.76% | |
| 2025-03-14 19:44:56,109 - train - INFO - Epoch: 35 | Batch: 300 | Loss: 1.094 | Acc: 61.89% | |
| 2025-03-14 19:45:00,063 - train - INFO - Epoch: 35 | Test Loss: 1.179 | Test Acc: 59.79% | |
| 2025-03-14 19:45:00,274 - train - INFO - Epoch: 36 | Batch: 0 | Loss: 0.913 | Acc: 69.53% | |
| 2025-03-14 19:45:03,181 - train - INFO - Epoch: 36 | Batch: 100 | Loss: 1.049 | Acc: 63.35% | |
| 2025-03-14 19:45:06,116 - train - INFO - Epoch: 36 | Batch: 200 | Loss: 1.066 | Acc: 62.64% | |
| 2025-03-14 19:45:09,021 - train - INFO - Epoch: 36 | Batch: 300 | Loss: 1.079 | Acc: 62.11% | |
| 2025-03-14 19:45:13,026 - train - INFO - Epoch: 36 | Test Loss: 1.090 | Test Acc: 61.83% | |
| 2025-03-14 19:45:23,209 - train - INFO - Epoch: 37 | Batch: 0 | Loss: 1.131 | Acc: 61.72% | |
| 2025-03-14 19:45:26,014 - train - INFO - Epoch: 37 | Batch: 100 | Loss: 1.073 | Acc: 62.70% | |
| 2025-03-14 19:45:28,845 - train - INFO - Epoch: 37 | Batch: 200 | Loss: 1.083 | Acc: 62.25% | |
| 2025-03-14 19:45:31,768 - train - INFO - Epoch: 37 | Batch: 300 | Loss: 1.080 | Acc: 62.33% | |
| 2025-03-14 19:45:35,879 - train - INFO - Epoch: 37 | Test Loss: 1.146 | Test Acc: 58.65% | |
| 2025-03-14 19:45:36,091 - train - INFO - Epoch: 38 | Batch: 0 | Loss: 1.102 | Acc: 56.25% | |
| 2025-03-14 19:45:38,959 - train - INFO - Epoch: 38 | Batch: 100 | Loss: 1.089 | Acc: 61.91% | |
| 2025-03-14 19:45:41,799 - train - INFO - Epoch: 38 | Batch: 200 | Loss: 1.082 | Acc: 62.14% | |
| 2025-03-14 19:45:44,479 - train - INFO - Epoch: 38 | Batch: 300 | Loss: 1.092 | Acc: 61.85% | |
| 2025-03-14 19:45:48,389 - train - INFO - Epoch: 38 | Test Loss: 1.114 | Test Acc: 60.73% | |
| 2025-03-14 19:45:58,325 - train - INFO - Epoch: 39 | Batch: 0 | Loss: 1.011 | Acc: 57.81% | |
| 2025-03-14 19:46:01,154 - train - INFO - Epoch: 39 | Batch: 100 | Loss: 1.086 | Acc: 61.43% | |
| 2025-03-14 19:46:04,045 - train - INFO - Epoch: 39 | Batch: 200 | Loss: 1.083 | Acc: 61.72% | |
| 2025-03-14 19:46:06,946 - train - INFO - Epoch: 39 | Batch: 300 | Loss: 1.083 | Acc: 61.85% | |
| 2025-03-14 19:46:10,932 - train - INFO - Epoch: 39 | Test Loss: 1.192 | Test Acc: 58.43% | |
| 2025-03-14 19:46:11,177 - train - INFO - Epoch: 40 | Batch: 0 | Loss: 1.080 | Acc: 61.72% | |
| 2025-03-14 19:46:14,380 - train - INFO - Epoch: 40 | Batch: 100 | Loss: 1.103 | Acc: 62.06% | |
| 2025-03-14 19:46:17,468 - train - INFO - Epoch: 40 | Batch: 200 | Loss: 1.086 | Acc: 62.45% | |
| 2025-03-14 19:46:20,564 - train - INFO - Epoch: 40 | Batch: 300 | Loss: 1.084 | Acc: 62.41% | |
| 2025-03-14 19:46:24,461 - train - INFO - Epoch: 40 | Test Loss: 1.151 | Test Acc: 59.16% | |
| 2025-03-14 19:46:34,040 - train - INFO - Epoch: 41 | Batch: 0 | Loss: 1.150 | Acc: 64.84% | |
| 2025-03-14 19:46:36,830 - train - INFO - Epoch: 41 | Batch: 100 | Loss: 1.068 | Acc: 62.60% | |
| 2025-03-14 19:46:39,527 - train - INFO - Epoch: 41 | Batch: 200 | Loss: 1.075 | Acc: 62.34% | |
| 2025-03-14 19:46:42,471 - train - INFO - Epoch: 41 | Batch: 300 | Loss: 1.079 | Acc: 62.17% | |
| 2025-03-14 19:46:46,291 - train - INFO - Epoch: 41 | Test Loss: 1.162 | Test Acc: 59.24% | |
| 2025-03-14 19:46:46,502 - train - INFO - Epoch: 42 | Batch: 0 | Loss: 1.153 | Acc: 60.16% | |
| 2025-03-14 19:46:49,178 - train - INFO - Epoch: 42 | Batch: 100 | Loss: 1.087 | Acc: 61.93% | |
| 2025-03-14 19:46:51,859 - train - INFO - Epoch: 42 | Batch: 200 | Loss: 1.092 | Acc: 62.05% | |
| 2025-03-14 19:46:54,717 - train - INFO - Epoch: 42 | Batch: 300 | Loss: 1.084 | Acc: 62.22% | |
| 2025-03-14 19:46:58,764 - train - INFO - Epoch: 42 | Test Loss: 1.114 | Test Acc: 61.30% | |
| 2025-03-14 19:47:09,055 - train - INFO - Epoch: 43 | Batch: 0 | Loss: 0.999 | Acc: 66.41% | |
| 2025-03-14 19:47:11,844 - train - INFO - Epoch: 43 | Batch: 100 | Loss: 1.078 | Acc: 62.23% | |
| 2025-03-14 19:47:14,711 - train - INFO - Epoch: 43 | Batch: 200 | Loss: 1.077 | Acc: 62.01% | |
| 2025-03-14 19:47:17,266 - train - INFO - Epoch: 43 | Batch: 300 | Loss: 1.079 | Acc: 62.16% | |
| 2025-03-14 19:47:21,134 - train - INFO - Epoch: 43 | Test Loss: 1.125 | Test Acc: 60.02% | |
| 2025-03-14 19:47:21,365 - train - INFO - Epoch: 44 | Batch: 0 | Loss: 1.118 | Acc: 61.72% | |
| 2025-03-14 19:47:24,096 - train - INFO - Epoch: 44 | Batch: 100 | Loss: 1.069 | Acc: 62.43% | |
| 2025-03-14 19:47:26,802 - train - INFO - Epoch: 44 | Batch: 200 | Loss: 1.062 | Acc: 63.04% | |
| 2025-03-14 19:47:29,582 - train - INFO - Epoch: 44 | Batch: 300 | Loss: 1.069 | Acc: 62.77% | |
| 2025-03-14 19:47:33,767 - train - INFO - Epoch: 44 | Test Loss: 1.221 | Test Acc: 59.06% | |
| 2025-03-14 19:47:45,660 - train - INFO - Epoch: 45 | Batch: 0 | Loss: 1.279 | Acc: 53.91% | |
| 2025-03-14 19:47:48,442 - train - INFO - Epoch: 45 | Batch: 100 | Loss: 1.077 | Acc: 62.37% | |
| 2025-03-14 19:47:51,274 - train - INFO - Epoch: 45 | Batch: 200 | Loss: 1.082 | Acc: 62.27% | |
| 2025-03-14 19:47:54,009 - train - INFO - Epoch: 45 | Batch: 300 | Loss: 1.080 | Acc: 62.46% | |
| 2025-03-14 19:47:58,034 - train - INFO - Epoch: 45 | Test Loss: 1.185 | Test Acc: 58.87% | |
| 2025-03-14 19:47:58,263 - train - INFO - Epoch: 46 | Batch: 0 | Loss: 1.007 | Acc: 67.19% | |
| 2025-03-14 19:48:01,118 - train - INFO - Epoch: 46 | Batch: 100 | Loss: 1.084 | Acc: 62.31% | |
| 2025-03-14 19:48:03,842 - train - INFO - Epoch: 46 | Batch: 200 | Loss: 1.073 | Acc: 62.87% | |
| 2025-03-14 19:48:06,567 - train - INFO - Epoch: 46 | Batch: 300 | Loss: 1.072 | Acc: 62.83% | |
| 2025-03-14 19:48:10,468 - train - INFO - Epoch: 46 | Test Loss: 1.052 | Test Acc: 63.17% | |
| 2025-03-14 19:48:20,201 - train - INFO - Epoch: 47 | Batch: 0 | Loss: 1.105 | Acc: 57.81% | |
| 2025-03-14 19:48:23,066 - train - INFO - Epoch: 47 | Batch: 100 | Loss: 1.051 | Acc: 63.25% | |
| 2025-03-14 19:48:25,806 - train - INFO - Epoch: 47 | Batch: 200 | Loss: 1.057 | Acc: 63.08% | |
| 2025-03-14 19:48:28,567 - train - INFO - Epoch: 47 | Batch: 300 | Loss: 1.068 | Acc: 62.67% | |
| 2025-03-14 19:48:32,526 - train - INFO - Epoch: 47 | Test Loss: 1.130 | Test Acc: 60.48% | |
| 2025-03-14 19:48:32,747 - train - INFO - Epoch: 48 | Batch: 0 | Loss: 1.123 | Acc: 54.69% | |
| 2025-03-14 19:48:35,546 - train - INFO - Epoch: 48 | Batch: 100 | Loss: 1.069 | Acc: 62.48% | |
| 2025-03-14 19:48:38,451 - train - INFO - Epoch: 48 | Batch: 200 | Loss: 1.066 | Acc: 62.38% | |
| 2025-03-14 19:48:41,132 - train - INFO - Epoch: 48 | Batch: 300 | Loss: 1.074 | Acc: 62.11% | |
| 2025-03-14 19:48:44,988 - train - INFO - Epoch: 48 | Test Loss: 1.077 | Test Acc: 61.90% | |
| 2025-03-14 19:48:54,351 - train - INFO - Epoch: 49 | Batch: 0 | Loss: 0.970 | Acc: 63.28% | |
| 2025-03-14 19:48:57,080 - train - INFO - Epoch: 49 | Batch: 100 | Loss: 1.059 | Acc: 62.83% | |
| 2025-03-14 19:49:00,086 - train - INFO - Epoch: 49 | Batch: 200 | Loss: 1.075 | Acc: 62.46% | |
| 2025-03-14 19:49:02,812 - train - INFO - Epoch: 49 | Batch: 300 | Loss: 1.076 | Acc: 62.34% | |
| 2025-03-14 19:49:06,711 - train - INFO - Epoch: 49 | Test Loss: 1.124 | Test Acc: 59.80% | |
| 2025-03-14 19:49:06,901 - train - INFO - Epoch: 50 | Batch: 0 | Loss: 1.099 | Acc: 64.06% | |
| 2025-03-14 19:49:09,703 - train - INFO - Epoch: 50 | Batch: 100 | Loss: 1.057 | Acc: 63.00% | |
| 2025-03-14 19:49:12,554 - train - INFO - Epoch: 50 | Batch: 200 | Loss: 1.066 | Acc: 62.73% | |
| 2025-03-14 19:49:15,667 - train - INFO - Epoch: 50 | Batch: 300 | Loss: 1.065 | Acc: 62.84% | |
| 2025-03-14 19:49:20,123 - train - INFO - Epoch: 50 | Test Loss: 1.100 | Test Acc: 61.13% | |
| 2025-03-14 19:49:31,057 - train - INFO - 训练完成! | |