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2025-04-27 18:37:48,296 - train - INFO - 开始训练 GoogLeNet_noisy
2025-04-27 18:37:48,296 - train - INFO - 总轮数: 50, 学习率: 0.1, 设备: cuda:0
2025-04-27 18:39:47,337 - train - INFO - Epoch: 1 | Train Loss: 1.520 | Train Acc: 44.13% | Test Loss: 1.514 | Test Acc: 46.95%
2025-04-27 18:42:45,559 - train - INFO - Epoch: 2 | Train Loss: 0.990 | Train Acc: 64.63% | Test Loss: 1.124 | Test Acc: 60.06%
2025-04-27 18:45:42,634 - train - INFO - Epoch: 3 | Train Loss: 0.760 | Train Acc: 73.22% | Test Loss: 1.040 | Test Acc: 65.83%
2025-04-27 18:47:58,084 - train - INFO - Epoch: 4 | Train Loss: 0.621 | Train Acc: 78.37% | Test Loss: 0.937 | Test Acc: 69.09%
2025-04-27 18:50:54,749 - train - INFO - Epoch: 5 | Train Loss: 0.531 | Train Acc: 81.75% | Test Loss: 1.104 | Test Acc: 67.38%
2025-04-27 18:53:07,604 - train - INFO - Epoch: 6 | Train Loss: 0.470 | Train Acc: 83.66% | Test Loss: 1.124 | Test Acc: 68.66%
2025-04-27 18:55:57,221 - train - INFO - Epoch: 7 | Train Loss: 0.427 | Train Acc: 85.08% | Test Loss: 0.927 | Test Acc: 73.22%
2025-04-27 18:57:58,808 - train - INFO - Epoch: 8 | Train Loss: 0.398 | Train Acc: 86.21% | Test Loss: 0.966 | Test Acc: 71.67%
2025-04-27 19:00:16,438 - train - INFO - Epoch: 9 | Train Loss: 0.371 | Train Acc: 87.17% | Test Loss: 0.827 | Test Acc: 76.06%
2025-04-27 19:01:43,761 - train - INFO - Epoch: 10 | Train Loss: 0.359 | Train Acc: 87.56% | Test Loss: 0.942 | Test Acc: 73.11%
2025-04-27 19:03:38,837 - train - INFO - Epoch: 11 | Train Loss: 0.340 | Train Acc: 88.27% | Test Loss: 0.769 | Test Acc: 76.41%
2025-04-27 19:05:06,373 - train - INFO - Epoch: 12 | Train Loss: 0.318 | Train Acc: 88.92% | Test Loss: 0.911 | Test Acc: 74.98%
2025-04-27 19:07:01,156 - train - INFO - Epoch: 13 | Train Loss: 0.303 | Train Acc: 89.52% | Test Loss: 0.891 | Test Acc: 75.01%
2025-04-27 19:08:28,860 - train - INFO - Epoch: 14 | Train Loss: 0.285 | Train Acc: 90.10% | Test Loss: 0.892 | Test Acc: 74.88%
2025-04-27 19:10:20,688 - train - INFO - Epoch: 15 | Train Loss: 0.272 | Train Acc: 90.62% | Test Loss: 1.259 | Test Acc: 70.10%
2025-04-27 19:11:45,540 - train - INFO - Epoch: 16 | Train Loss: 0.262 | Train Acc: 90.87% | Test Loss: 0.889 | Test Acc: 76.32%
2025-04-27 19:13:36,857 - train - INFO - Epoch: 17 | Train Loss: 0.245 | Train Acc: 91.55% | Test Loss: 1.170 | Test Acc: 71.41%
2025-04-27 19:15:01,718 - train - INFO - Epoch: 18 | Train Loss: 0.233 | Train Acc: 91.83% | Test Loss: 0.948 | Test Acc: 76.01%
2025-04-27 19:16:53,128 - train - INFO - Epoch: 19 | Train Loss: 0.217 | Train Acc: 92.55% | Test Loss: 1.010 | Test Acc: 75.12%
2025-04-27 19:18:18,085 - train - INFO - Epoch: 20 | Train Loss: 0.203 | Train Acc: 93.00% | Test Loss: 0.766 | Test Acc: 78.19%
2025-04-27 19:20:09,216 - train - INFO - Epoch: 21 | Train Loss: 0.196 | Train Acc: 93.22% | Test Loss: 1.002 | Test Acc: 74.57%
2025-04-27 19:21:34,176 - train - INFO - Epoch: 22 | Train Loss: 0.176 | Train Acc: 93.85% | Test Loss: 0.882 | Test Acc: 78.35%
2025-04-27 19:23:25,401 - train - INFO - Epoch: 23 | Train Loss: 0.165 | Train Acc: 94.12% | Test Loss: 0.876 | Test Acc: 77.29%
2025-04-27 19:24:50,432 - train - INFO - Epoch: 24 | Train Loss: 0.153 | Train Acc: 94.75% | Test Loss: 0.852 | Test Acc: 77.78%
2025-04-27 19:26:41,448 - train - INFO - Epoch: 25 | Train Loss: 0.137 | Train Acc: 95.24% | Test Loss: 0.621 | Test Acc: 83.45%
2025-04-27 19:28:06,419 - train - INFO - Epoch: 26 | Train Loss: 0.124 | Train Acc: 95.71% | Test Loss: 0.843 | Test Acc: 79.29%
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