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recipes/BirdCLEF2025/EfficientNetB0/exp/20250506-025626/log/20250506-025629/train.log
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[2025-05-06 03:36:52,852][BaseTrainer][INFO] - [Epoch 5/10, Iter 1430/3560] 0.019357828423380852, binary_cross_entropy: 0.019357828423380852
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[2025-05-06 03:36:54,533][BaseTrainer][INFO] - [Epoch 5/10, Iter 1431/3560] 0.017005620524287224, binary_cross_entropy: 0.017005620524287224
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[2025-05-06 03:36:55,346][BaseTrainer][INFO] - [Epoch 5/10, Iter 1432/3560] 0.019478997215628624, binary_cross_entropy: 0.019478997215628624
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| 2130 |
[2025-05-06 03:36:52,852][BaseTrainer][INFO] - [Epoch 5/10, Iter 1430/3560] 0.019357828423380852, binary_cross_entropy: 0.019357828423380852
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| 2131 |
[2025-05-06 03:36:54,533][BaseTrainer][INFO] - [Epoch 5/10, Iter 1431/3560] 0.017005620524287224, binary_cross_entropy: 0.017005620524287224
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[2025-05-06 03:36:55,346][BaseTrainer][INFO] - [Epoch 5/10, Iter 1432/3560] 0.019478997215628624, binary_cross_entropy: 0.019478997215628624
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[2025-05-06 03:36:56,941][BaseTrainer][INFO] - [Epoch 5/10, Iter 1433/3560] 0.02139405906200409, binary_cross_entropy: 0.02139405906200409
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[2025-05-06 03:36:57,884][BaseTrainer][INFO] - [Epoch 5/10, Iter 1434/3560] 0.014975824393332005, binary_cross_entropy: 0.014975824393332005
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[2025-05-06 03:36:59,714][BaseTrainer][INFO] - [Epoch 5/10, Iter 1435/3560] 0.021920515224337578, binary_cross_entropy: 0.021920515224337578
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[2025-05-06 03:37:00,564][BaseTrainer][INFO] - [Epoch 5/10, Iter 1436/3560] 0.018675990402698517, binary_cross_entropy: 0.018675990402698517
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[2025-05-06 03:37:01,841][BaseTrainer][INFO] - [Epoch 5/10, Iter 1437/3560] 0.022391078993678093, binary_cross_entropy: 0.022391078993678093
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[2025-05-06 03:37:02,624][BaseTrainer][INFO] - [Epoch 5/10, Iter 1438/3560] 0.018731100484728813, binary_cross_entropy: 0.018731100484728813
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[2025-05-06 03:37:03,943][BaseTrainer][INFO] - [Epoch 5/10, Iter 1439/3560] 0.022777756676077843, binary_cross_entropy: 0.022777756676077843
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[2025-05-06 03:37:05,568][BaseTrainer][INFO] - [Epoch 5/10, Iter 1440/3560] 0.020449120551347733, binary_cross_entropy: 0.020449120551347733
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[2025-05-06 03:37:06,026][BaseTrainer][INFO] - [Epoch 5/10, Iter 1441/3560] 0.020666249096393585, binary_cross_entropy: 0.020666249096393585
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[2025-05-06 03:37:08,130][BaseTrainer][INFO] - [Epoch 5/10, Iter 1442/3560] 0.022535407915711403, binary_cross_entropy: 0.022535407915711403
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[2025-05-06 03:37:08,606][BaseTrainer][INFO] - [Epoch 5/10, Iter 1443/3560] 0.02076656185090542, binary_cross_entropy: 0.02076656185090542
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[2025-05-06 03:37:10,386][BaseTrainer][INFO] - [Epoch 5/10, Iter 1444/3560] 0.014857771806418896, binary_cross_entropy: 0.014857771806418896
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[2025-05-06 03:37:10,745][BaseTrainer][INFO] - [Epoch 5/10, Iter 1445/3560] 0.016473438590765, binary_cross_entropy: 0.016473438590765
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[2025-05-06 03:37:13,450][BaseTrainer][INFO] - [Epoch 5/10, Iter 1446/3560] 0.017273040488362312, binary_cross_entropy: 0.017273040488362312
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[2025-05-06 03:37:14,209][BaseTrainer][INFO] - [Epoch 5/10, Iter 1447/3560] 0.016991902142763138, binary_cross_entropy: 0.016991902142763138
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[2025-05-06 03:37:16,134][BaseTrainer][INFO] - [Epoch 5/10, Iter 1448/3560] 0.016406459733843803, binary_cross_entropy: 0.016406459733843803
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[2025-05-06 03:37:16,451][BaseTrainer][INFO] - [Epoch 5/10, Iter 1449/3560] 0.014560545794665813, binary_cross_entropy: 0.014560545794665813
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[2025-05-06 03:37:18,639][BaseTrainer][INFO] - [Epoch 5/10, Iter 1450/3560] 0.014705215580761433, binary_cross_entropy: 0.014705215580761433
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[2025-05-06 03:37:19,090][BaseTrainer][INFO] - [Epoch 5/10, Iter 1451/3560] 0.014560418203473091, binary_cross_entropy: 0.014560418203473091
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[2025-05-06 03:37:21,084][BaseTrainer][INFO] - [Epoch 5/10, Iter 1452/3560] 0.017509574070572853, binary_cross_entropy: 0.017509574070572853
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[2025-05-06 03:37:21,419][BaseTrainer][INFO] - [Epoch 5/10, Iter 1453/3560] 0.022400865331292152, binary_cross_entropy: 0.022400865331292152
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[2025-05-06 03:37:23,252][BaseTrainer][INFO] - [Epoch 5/10, Iter 1454/3560] 0.02090492472052574, binary_cross_entropy: 0.02090492472052574
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[2025-05-06 03:37:23,701][BaseTrainer][INFO] - [Epoch 5/10, Iter 1455/3560] 0.016998376697301865, binary_cross_entropy: 0.016998376697301865
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[2025-05-06 03:37:26,222][BaseTrainer][INFO] - [Epoch 5/10, Iter 1456/3560] 0.014775336720049381, binary_cross_entropy: 0.014775336720049381
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[2025-05-06 03:37:26,827][BaseTrainer][INFO] - [Epoch 5/10, Iter 1457/3560] 0.01517434511333704, binary_cross_entropy: 0.01517434511333704
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[2025-05-06 03:37:29,163][BaseTrainer][INFO] - [Epoch 5/10, Iter 1458/3560] 0.017701096832752228, binary_cross_entropy: 0.017701096832752228
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[2025-05-06 03:37:29,600][BaseTrainer][INFO] - [Epoch 5/10, Iter 1459/3560] 0.01672513224184513, binary_cross_entropy: 0.01672513224184513
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[2025-05-06 03:37:32,180][BaseTrainer][INFO] - [Epoch 5/10, Iter 1460/3560] 0.015048191882669926, binary_cross_entropy: 0.015048191882669926
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[2025-05-06 03:37:32,479][BaseTrainer][INFO] - [Epoch 5/10, Iter 1461/3560] 0.023859111592173576, binary_cross_entropy: 0.023859111592173576
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[2025-05-06 03:37:34,826][BaseTrainer][INFO] - [Epoch 5/10, Iter 1462/3560] 0.014966955408453941, binary_cross_entropy: 0.014966955408453941
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[2025-05-06 03:37:35,171][BaseTrainer][INFO] - [Epoch 5/10, Iter 1463/3560] 0.022114522755146027, binary_cross_entropy: 0.022114522755146027
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[2025-05-06 03:37:37,748][BaseTrainer][INFO] - [Epoch 5/10, Iter 1464/3560] 0.01474409643560648, binary_cross_entropy: 0.01474409643560648
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[2025-05-06 03:37:38,029][BaseTrainer][INFO] - [Epoch 5/10, Iter 1465/3560] 0.01739414595067501, binary_cross_entropy: 0.01739414595067501
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[2025-05-06 03:37:40,128][BaseTrainer][INFO] - [Epoch 5/10, Iter 1466/3560] 0.015494768507778645, binary_cross_entropy: 0.015494768507778645
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[2025-05-06 03:37:40,690][BaseTrainer][INFO] - [Epoch 5/10, Iter 1467/3560] 0.016074009239673615, binary_cross_entropy: 0.016074009239673615
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[2025-05-06 03:37:42,834][BaseTrainer][INFO] - [Epoch 5/10, Iter 1468/3560] 0.01544521190226078, binary_cross_entropy: 0.01544521190226078
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[2025-05-06 03:46:05,700][BaseTrainer][INFO] - [Epoch 5/10] (train) 0.018186194822192192, binary_cross_entropy: 0.018186194822192192
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[2025-05-06 03:46:05,700][BaseTrainer][INFO] - [Epoch 5/10] (validation) 0.014166886918246746, binary_cross_entropy: 0.014166886918246746
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[2025-05-06 03:46:05,700][BaseTrainer][INFO] - [Epoch 5/10] (metrics) roc_auc: 0.945592999458313
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[2025-05-06 03:46:05,918][BaseTrainer][INFO] - Save model: ./exp/20250506-025626/model/best_epoch.pth.
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[2025-05-06 03:46:06,122][BaseTrainer][INFO] - Save model: ./exp/20250506-025626/model/last.pth.
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[2025-05-06 03:46:09,196][BaseTrainer][INFO] - [Epoch 6/10, Iter 1781/3560] 0.010215883143246174, binary_cross_entropy: 0.010215883143246174
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[2025-05-06 03:46:11,496][BaseTrainer][INFO] - [Epoch 6/10, Iter 1784/3560] 0.02075902558863163, binary_cross_entropy: 0.02075902558863163
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[2025-05-06 03:46:13,473][BaseTrainer][INFO] - [Epoch 6/10, Iter 1785/3560] 0.018094569444656372, binary_cross_entropy: 0.018094569444656372
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[2025-05-06 03:46:13,843][BaseTrainer][INFO] - [Epoch 6/10, Iter 1786/3560] 0.020805245265364647, binary_cross_entropy: 0.020805245265364647
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