| 2025-04-27 18:36:16,406 - train - INFO - 开始训练 GoogLeNet | |
| 2025-04-27 18:36:16,406 - train - INFO - 总轮数: 50, 学习率: 0.1, 设备: cuda:0 | |
| 2025-04-27 18:37:15,671 - train - INFO - Epoch: 1 | Train Loss: 1.688 | Train Acc: 38.98% | Test Loss: 1.330 | Test Acc: 51.08% | |
| 2025-04-27 18:39:51,094 - train - INFO - Epoch: 2 | Train Loss: 1.085 | Train Acc: 60.97% | Test Loss: 1.132 | Test Acc: 61.36% | |
| 2025-04-27 18:42:46,241 - train - INFO - Epoch: 3 | Train Loss: 0.820 | Train Acc: 70.91% | Test Loss: 0.990 | Test Acc: 66.21% | |
| 2025-04-27 18:45:01,372 - train - INFO - Epoch: 4 | Train Loss: 0.673 | Train Acc: 76.44% | Test Loss: 0.894 | Test Acc: 68.97% | |
| 2025-04-27 18:47:58,929 - train - INFO - Epoch: 5 | Train Loss: 0.589 | Train Acc: 79.66% | Test Loss: 0.636 | Test Acc: 78.02% | |
| 2025-04-27 18:50:14,153 - train - INFO - Epoch: 6 | Train Loss: 0.532 | Train Acc: 81.54% | Test Loss: 0.754 | Test Acc: 74.75% | |
| 2025-04-27 18:53:08,880 - train - INFO - Epoch: 7 | Train Loss: 0.496 | Train Acc: 82.92% | Test Loss: 0.753 | Test Acc: 75.18% | |
| 2025-04-27 18:55:18,659 - train - INFO - Epoch: 8 | Train Loss: 0.467 | Train Acc: 83.89% | Test Loss: 0.909 | Test Acc: 70.60% | |
| 2025-04-27 18:58:00,002 - train - INFO - Epoch: 9 | Train Loss: 0.446 | Train Acc: 84.59% | Test Loss: 0.698 | Test Acc: 77.79% | |
| 2025-04-27 18:59:47,407 - train - INFO - Epoch: 10 | Train Loss: 0.430 | Train Acc: 85.24% | Test Loss: 0.784 | Test Acc: 74.83% | |
| 2025-04-27 19:01:45,522 - train - INFO - Epoch: 11 | Train Loss: 0.423 | Train Acc: 85.38% | Test Loss: 1.122 | Test Acc: 68.47% | |
| 2025-04-27 19:03:13,636 - train - INFO - Epoch: 12 | Train Loss: 0.393 | Train Acc: 86.45% | Test Loss: 0.647 | Test Acc: 78.41% | |
| 2025-04-27 19:05:08,301 - train - INFO - Epoch: 13 | Train Loss: 0.384 | Train Acc: 86.73% | Test Loss: 0.604 | Test Acc: 79.51% | |
| 2025-04-27 19:06:36,234 - train - INFO - Epoch: 14 | Train Loss: 0.373 | Train Acc: 87.14% | Test Loss: 0.493 | Test Acc: 83.46% | |
| 2025-04-27 19:08:31,290 - train - INFO - Epoch: 15 | Train Loss: 0.359 | Train Acc: 87.56% | Test Loss: 0.673 | Test Acc: 77.84% | |
| 2025-04-27 19:09:56,769 - train - INFO - Epoch: 16 | Train Loss: 0.345 | Train Acc: 88.23% | Test Loss: 0.448 | Test Acc: 84.94% | |
| 2025-04-27 19:11:48,169 - train - INFO - Epoch: 17 | Train Loss: 0.333 | Train Acc: 88.54% | Test Loss: 0.678 | Test Acc: 78.60% | |
| 2025-04-27 19:13:13,756 - train - INFO - Epoch: 18 | Train Loss: 0.322 | Train Acc: 88.94% | Test Loss: 0.711 | Test Acc: 78.01% | |
| 2025-04-27 19:15:04,784 - train - INFO - Epoch: 19 | Train Loss: 0.311 | Train Acc: 89.29% | Test Loss: 0.499 | Test Acc: 83.12% | |
| 2025-04-27 19:16:29,643 - train - INFO - Epoch: 20 | Train Loss: 0.292 | Train Acc: 90.14% | Test Loss: 0.585 | Test Acc: 81.18% | |
| 2025-04-27 19:18:20,633 - train - INFO - Epoch: 21 | Train Loss: 0.284 | Train Acc: 90.11% | Test Loss: 0.557 | Test Acc: 82.07% | |
| 2025-04-27 19:19:45,827 - train - INFO - Epoch: 22 | Train Loss: 0.266 | Train Acc: 90.83% | Test Loss: 0.483 | Test Acc: 84.46% | |
| 2025-04-27 19:21:36,879 - train - INFO - Epoch: 23 | Train Loss: 0.261 | Train Acc: 90.98% | Test Loss: 0.680 | Test Acc: 78.82% | |
| 2025-04-27 19:23:02,286 - train - INFO - Epoch: 24 | Train Loss: 0.244 | Train Acc: 91.55% | Test Loss: 0.405 | Test Acc: 86.49% | |
| 2025-04-27 19:24:53,632 - train - INFO - Epoch: 25 | Train Loss: 0.231 | Train Acc: 92.01% | Test Loss: 0.560 | Test Acc: 83.06% | |
| 2025-04-27 19:26:18,663 - train - INFO - Epoch: 26 | Train Loss: 0.221 | Train Acc: 92.35% | Test Loss: 0.647 | Test Acc: 79.70% | |
| 2025-04-27 19:28:09,828 - train - INFO - Epoch: 27 | Train Loss: 0.204 | Train Acc: 92.95% | Test Loss: 0.400 | Test Acc: 86.72% | |