tky823 commited on
Commit
1dcd412
·
verified ·
1 Parent(s): c1314ff

Upload folder using huggingface_hub

Browse files
recipes/BirdCLEF2025/EfficientNetB0/exp/20250505-094415/log/20250505-094417/train.log CHANGED
@@ -2480,3 +2480,362 @@ metrics:
2480
  [2025-05-05 10:37:52,532][BaseTrainer][INFO] - Save model: ./exp/20250505-094415/model/last.pth.
2481
  [2025-05-05 10:37:56,095][BaseTrainer][INFO] - [Epoch 6/10, Iter 1781/3560] 0.4524819850921631, cross_entropy: 0.4524819850921631
2482
  [2025-05-05 10:37:56,387][BaseTrainer][INFO] - [Epoch 6/10, Iter 1782/3560] 0.30014318227767944, cross_entropy: 0.30014318227767944
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2480
  [2025-05-05 10:37:52,532][BaseTrainer][INFO] - Save model: ./exp/20250505-094415/model/last.pth.
2481
  [2025-05-05 10:37:56,095][BaseTrainer][INFO] - [Epoch 6/10, Iter 1781/3560] 0.4524819850921631, cross_entropy: 0.4524819850921631
2482
  [2025-05-05 10:37:56,387][BaseTrainer][INFO] - [Epoch 6/10, Iter 1782/3560] 0.30014318227767944, cross_entropy: 0.30014318227767944
2483
+ [2025-05-05 10:37:58,111][BaseTrainer][INFO] - [Epoch 6/10, Iter 1783/3560] 0.42877277731895447, cross_entropy: 0.42877277731895447
2484
+ [2025-05-05 10:37:58,620][BaseTrainer][INFO] - [Epoch 6/10, Iter 1784/3560] 0.4049552083015442, cross_entropy: 0.4049552083015442
2485
+ [2025-05-05 10:38:00,549][BaseTrainer][INFO] - [Epoch 6/10, Iter 1785/3560] 0.5797296762466431, cross_entropy: 0.5797296762466431
2486
+ [2025-05-05 10:38:01,074][BaseTrainer][INFO] - [Epoch 6/10, Iter 1786/3560] 0.3265422284603119, cross_entropy: 0.3265422284603119
2487
+ [2025-05-05 10:38:02,908][BaseTrainer][INFO] - [Epoch 6/10, Iter 1787/3560] 0.5763101577758789, cross_entropy: 0.5763101577758789
2488
+ [2025-05-05 10:38:04,630][BaseTrainer][INFO] - [Epoch 6/10, Iter 1788/3560] 0.3577688932418823, cross_entropy: 0.3577688932418823
2489
+ [2025-05-05 10:38:05,515][BaseTrainer][INFO] - [Epoch 6/10, Iter 1789/3560] 0.5361948609352112, cross_entropy: 0.5361948609352112
2490
+ [2025-05-05 10:38:07,159][BaseTrainer][INFO] - [Epoch 6/10, Iter 1790/3560] 0.4688236713409424, cross_entropy: 0.4688236713409424
2491
+ [2025-05-05 10:38:08,714][BaseTrainer][INFO] - [Epoch 6/10, Iter 1791/3560] 0.7398666739463806, cross_entropy: 0.7398666739463806
2492
+ [2025-05-05 10:38:09,975][BaseTrainer][INFO] - [Epoch 6/10, Iter 1792/3560] 0.49235373735427856, cross_entropy: 0.49235373735427856
2493
+ [2025-05-05 10:38:10,820][BaseTrainer][INFO] - [Epoch 6/10, Iter 1793/3560] 0.45525217056274414, cross_entropy: 0.45525217056274414
2494
+ [2025-05-05 10:38:13,073][BaseTrainer][INFO] - [Epoch 6/10, Iter 1794/3560] 0.5110561847686768, cross_entropy: 0.5110561847686768
2495
+ [2025-05-05 10:38:13,338][BaseTrainer][INFO] - [Epoch 6/10, Iter 1795/3560] 0.4689655303955078, cross_entropy: 0.4689655303955078
2496
+ [2025-05-05 10:38:15,997][BaseTrainer][INFO] - [Epoch 6/10, Iter 1796/3560] 0.5222288966178894, cross_entropy: 0.5222288966178894
2497
+ [2025-05-05 10:38:16,291][BaseTrainer][INFO] - [Epoch 6/10, Iter 1797/3560] 0.6116352081298828, cross_entropy: 0.6116352081298828
2498
+ [2025-05-05 10:38:18,988][BaseTrainer][INFO] - [Epoch 6/10, Iter 1798/3560] 0.4759567677974701, cross_entropy: 0.4759567677974701
2499
+ [2025-05-05 10:38:19,281][BaseTrainer][INFO] - [Epoch 6/10, Iter 1799/3560] 0.4843544363975525, cross_entropy: 0.4843544363975525
2500
+ [2025-05-05 10:38:21,483][BaseTrainer][INFO] - [Epoch 6/10, Iter 1800/3560] 0.4335058033466339, cross_entropy: 0.4335058033466339
2501
+ [2025-05-05 10:38:21,782][BaseTrainer][INFO] - [Epoch 6/10, Iter 1801/3560] 0.4334084391593933, cross_entropy: 0.4334084391593933
2502
+ [2025-05-05 10:38:24,677][BaseTrainer][INFO] - [Epoch 6/10, Iter 1802/3560] 0.45302802324295044, cross_entropy: 0.45302802324295044
2503
+ [2025-05-05 10:38:24,972][BaseTrainer][INFO] - [Epoch 6/10, Iter 1803/3560] 0.35638225078582764, cross_entropy: 0.35638225078582764
2504
+ [2025-05-05 10:38:27,239][BaseTrainer][INFO] - [Epoch 6/10, Iter 1804/3560] 0.3570268750190735, cross_entropy: 0.3570268750190735
2505
+ [2025-05-05 10:38:27,739][BaseTrainer][INFO] - [Epoch 6/10, Iter 1805/3560] 0.6040588617324829, cross_entropy: 0.6040588617324829
2506
+ [2025-05-05 10:38:29,678][BaseTrainer][INFO] - [Epoch 6/10, Iter 1806/3560] 0.4041946828365326, cross_entropy: 0.4041946828365326
2507
+ [2025-05-05 10:38:30,059][BaseTrainer][INFO] - [Epoch 6/10, Iter 1807/3560] 0.348311185836792, cross_entropy: 0.348311185836792
2508
+ [2025-05-05 10:38:33,019][BaseTrainer][INFO] - [Epoch 6/10, Iter 1808/3560] 0.40225040912628174, cross_entropy: 0.40225040912628174
2509
+ [2025-05-05 10:38:33,315][BaseTrainer][INFO] - [Epoch 6/10, Iter 1809/3560] 0.48359715938568115, cross_entropy: 0.48359715938568115
2510
+ [2025-05-05 10:38:35,604][BaseTrainer][INFO] - [Epoch 6/10, Iter 1810/3560] 0.3956426978111267, cross_entropy: 0.3956426978111267
2511
+ [2025-05-05 10:38:35,896][BaseTrainer][INFO] - [Epoch 6/10, Iter 1811/3560] 0.4215961694717407, cross_entropy: 0.4215961694717407
2512
+ [2025-05-05 10:38:38,510][BaseTrainer][INFO] - [Epoch 6/10, Iter 1812/3560] 0.7002763748168945, cross_entropy: 0.7002763748168945
2513
+ [2025-05-05 10:38:38,804][BaseTrainer][INFO] - [Epoch 6/10, Iter 1813/3560] 0.3842603266239166, cross_entropy: 0.3842603266239166
2514
+ [2025-05-05 10:38:41,425][BaseTrainer][INFO] - [Epoch 6/10, Iter 1814/3560] 0.5727803707122803, cross_entropy: 0.5727803707122803
2515
+ [2025-05-05 10:38:41,729][BaseTrainer][INFO] - [Epoch 6/10, Iter 1815/3560] 0.38743504881858826, cross_entropy: 0.38743504881858826
2516
+ [2025-05-05 10:38:44,626][BaseTrainer][INFO] - [Epoch 6/10, Iter 1816/3560] 0.43146562576293945, cross_entropy: 0.43146562576293945
2517
+ [2025-05-05 10:38:44,918][BaseTrainer][INFO] - [Epoch 6/10, Iter 1817/3560] 0.21116282045841217, cross_entropy: 0.21116282045841217
2518
+ [2025-05-05 10:38:47,052][BaseTrainer][INFO] - [Epoch 6/10, Iter 1818/3560] 0.3588453233242035, cross_entropy: 0.3588453233242035
2519
+ [2025-05-05 10:38:47,326][BaseTrainer][INFO] - [Epoch 6/10, Iter 1819/3560] 0.5355032682418823, cross_entropy: 0.5355032682418823
2520
+ [2025-05-05 10:38:50,664][BaseTrainer][INFO] - [Epoch 6/10, Iter 1820/3560] 0.3933406472206116, cross_entropy: 0.3933406472206116
2521
+ [2025-05-05 10:38:50,955][BaseTrainer][INFO] - [Epoch 6/10, Iter 1821/3560] 0.4549878239631653, cross_entropy: 0.4549878239631653
2522
+ [2025-05-05 10:38:53,085][BaseTrainer][INFO] - [Epoch 6/10, Iter 1822/3560] 0.6129187345504761, cross_entropy: 0.6129187345504761
2523
+ [2025-05-05 10:38:53,375][BaseTrainer][INFO] - [Epoch 6/10, Iter 1823/3560] 0.539428174495697, cross_entropy: 0.539428174495697
2524
+ [2025-05-05 10:38:55,896][BaseTrainer][INFO] - [Epoch 6/10, Iter 1824/3560] 0.45937901735305786, cross_entropy: 0.45937901735305786
2525
+ [2025-05-05 10:38:56,161][BaseTrainer][INFO] - [Epoch 6/10, Iter 1825/3560] 0.42524850368499756, cross_entropy: 0.42524850368499756
2526
+ [2025-05-05 10:38:58,847][BaseTrainer][INFO] - [Epoch 6/10, Iter 1826/3560] 0.24064961075782776, cross_entropy: 0.24064961075782776
2527
+ [2025-05-05 10:38:59,112][BaseTrainer][INFO] - [Epoch 6/10, Iter 1827/3560] 0.39700764417648315, cross_entropy: 0.39700764417648315
2528
+ [2025-05-05 10:39:01,448][BaseTrainer][INFO] - [Epoch 6/10, Iter 1828/3560] 0.49079573154449463, cross_entropy: 0.49079573154449463
2529
+ [2025-05-05 10:39:01,743][BaseTrainer][INFO] - [Epoch 6/10, Iter 1829/3560] 0.44454890489578247, cross_entropy: 0.44454890489578247
2530
+ [2025-05-05 10:39:04,330][BaseTrainer][INFO] - [Epoch 6/10, Iter 1830/3560] 0.42681360244750977, cross_entropy: 0.42681360244750977
2531
+ [2025-05-05 10:39:04,624][BaseTrainer][INFO] - [Epoch 6/10, Iter 1831/3560] 0.43142619729042053, cross_entropy: 0.43142619729042053
2532
+ [2025-05-05 10:39:07,066][BaseTrainer][INFO] - [Epoch 6/10, Iter 1832/3560] 0.2601727247238159, cross_entropy: 0.2601727247238159
2533
+ [2025-05-05 10:39:07,333][BaseTrainer][INFO] - [Epoch 6/10, Iter 1833/3560] 0.5193755626678467, cross_entropy: 0.5193755626678467
2534
+ [2025-05-05 10:39:10,309][BaseTrainer][INFO] - [Epoch 6/10, Iter 1834/3560] 0.3862937092781067, cross_entropy: 0.3862937092781067
2535
+ [2025-05-05 10:39:10,603][BaseTrainer][INFO] - [Epoch 6/10, Iter 1835/3560] 0.36954575777053833, cross_entropy: 0.36954575777053833
2536
+ [2025-05-05 10:39:12,986][BaseTrainer][INFO] - [Epoch 6/10, Iter 1836/3560] 0.3769824504852295, cross_entropy: 0.3769824504852295
2537
+ [2025-05-05 10:39:13,287][BaseTrainer][INFO] - [Epoch 6/10, Iter 1837/3560] 0.3343939185142517, cross_entropy: 0.3343939185142517
2538
+ [2025-05-05 10:39:15,666][BaseTrainer][INFO] - [Epoch 6/10, Iter 1838/3560] 0.4453330934047699, cross_entropy: 0.4453330934047699
2539
+ [2025-05-05 10:39:15,962][BaseTrainer][INFO] - [Epoch 6/10, Iter 1839/3560] 0.240683913230896, cross_entropy: 0.240683913230896
2540
+ [2025-05-05 10:39:17,989][BaseTrainer][INFO] - [Epoch 6/10, Iter 1840/3560] 0.36994871497154236, cross_entropy: 0.36994871497154236
2541
+ [2025-05-05 10:39:18,253][BaseTrainer][INFO] - [Epoch 6/10, Iter 1841/3560] 0.3292841613292694, cross_entropy: 0.3292841613292694
2542
+ [2025-05-05 10:39:21,012][BaseTrainer][INFO] - [Epoch 6/10, Iter 1842/3560] 0.2245495468378067, cross_entropy: 0.2245495468378067
2543
+ [2025-05-05 10:39:21,309][BaseTrainer][INFO] - [Epoch 6/10, Iter 1843/3560] 0.5011744499206543, cross_entropy: 0.5011744499206543
2544
+ [2025-05-05 10:39:23,705][BaseTrainer][INFO] - [Epoch 6/10, Iter 1844/3560] 0.2075127214193344, cross_entropy: 0.2075127214193344
2545
+ [2025-05-05 10:39:23,996][BaseTrainer][INFO] - [Epoch 6/10, Iter 1845/3560] 0.7476829290390015, cross_entropy: 0.7476829290390015
2546
+ [2025-05-05 10:39:26,229][BaseTrainer][INFO] - [Epoch 6/10, Iter 1846/3560] 0.38595521450042725, cross_entropy: 0.38595521450042725
2547
+ [2025-05-05 10:39:26,519][BaseTrainer][INFO] - [Epoch 6/10, Iter 1847/3560] 0.453446626663208, cross_entropy: 0.453446626663208
2548
+ [2025-05-05 10:39:29,005][BaseTrainer][INFO] - [Epoch 6/10, Iter 1848/3560] 0.3114985227584839, cross_entropy: 0.3114985227584839
2549
+ [2025-05-05 10:39:29,299][BaseTrainer][INFO] - [Epoch 6/10, Iter 1849/3560] 0.47684812545776367, cross_entropy: 0.47684812545776367
2550
+ [2025-05-05 10:39:31,329][BaseTrainer][INFO] - [Epoch 6/10, Iter 1850/3560] 0.5510513186454773, cross_entropy: 0.5510513186454773
2551
+ [2025-05-05 10:39:31,594][BaseTrainer][INFO] - [Epoch 6/10, Iter 1851/3560] 0.20740234851837158, cross_entropy: 0.20740234851837158
2552
+ [2025-05-05 10:39:33,888][BaseTrainer][INFO] - [Epoch 6/10, Iter 1852/3560] 0.31526854634284973, cross_entropy: 0.31526854634284973
2553
+ [2025-05-05 10:39:34,193][BaseTrainer][INFO] - [Epoch 6/10, Iter 1853/3560] 0.41421133279800415, cross_entropy: 0.41421133279800415
2554
+ [2025-05-05 10:39:36,254][BaseTrainer][INFO] - [Epoch 6/10, Iter 1854/3560] 0.2544831335544586, cross_entropy: 0.2544831335544586
2555
+ [2025-05-05 10:39:37,724][BaseTrainer][INFO] - [Epoch 6/10, Iter 1855/3560] 0.6023918390274048, cross_entropy: 0.6023918390274048
2556
+ [2025-05-05 10:39:38,802][BaseTrainer][INFO] - [Epoch 6/10, Iter 1856/3560] 0.42329782247543335, cross_entropy: 0.42329782247543335
2557
+ [2025-05-05 10:39:40,546][BaseTrainer][INFO] - [Epoch 6/10, Iter 1857/3560] 0.2271633744239807, cross_entropy: 0.2271633744239807
2558
+ [2025-05-05 10:39:41,672][BaseTrainer][INFO] - [Epoch 6/10, Iter 1858/3560] 0.30315226316452026, cross_entropy: 0.30315226316452026
2559
+ [2025-05-05 10:39:43,146][BaseTrainer][INFO] - [Epoch 6/10, Iter 1859/3560] 0.2680196166038513, cross_entropy: 0.2680196166038513
2560
+ [2025-05-05 10:39:44,379][BaseTrainer][INFO] - [Epoch 6/10, Iter 1860/3560] 0.37547293305397034, cross_entropy: 0.37547293305397034
2561
+ [2025-05-05 10:39:46,059][BaseTrainer][INFO] - [Epoch 6/10, Iter 1861/3560] 0.45150554180145264, cross_entropy: 0.45150554180145264
2562
+ [2025-05-05 10:39:47,040][BaseTrainer][INFO] - [Epoch 6/10, Iter 1862/3560] 0.31709593534469604, cross_entropy: 0.31709593534469604
2563
+ [2025-05-05 10:39:48,655][BaseTrainer][INFO] - [Epoch 6/10, Iter 1863/3560] 0.3939399719238281, cross_entropy: 0.3939399719238281
2564
+ [2025-05-05 10:39:49,718][BaseTrainer][INFO] - [Epoch 6/10, Iter 1864/3560] 0.6759623885154724, cross_entropy: 0.6759623885154724
2565
+ [2025-05-05 10:39:51,576][BaseTrainer][INFO] - [Epoch 6/10, Iter 1865/3560] 0.613046407699585, cross_entropy: 0.613046407699585
2566
+ [2025-05-05 10:39:51,974][BaseTrainer][INFO] - [Epoch 6/10, Iter 1866/3560] 0.5153366327285767, cross_entropy: 0.5153366327285767
2567
+ [2025-05-05 10:39:54,247][BaseTrainer][INFO] - [Epoch 6/10, Iter 1867/3560] 0.8342595100402832, cross_entropy: 0.8342595100402832
2568
+ [2025-05-05 10:39:54,652][BaseTrainer][INFO] - [Epoch 6/10, Iter 1868/3560] 0.48895880579948425, cross_entropy: 0.48895880579948425
2569
+ [2025-05-05 10:39:57,025][BaseTrainer][INFO] - [Epoch 6/10, Iter 1869/3560] 0.461811363697052, cross_entropy: 0.461811363697052
2570
+ [2025-05-05 10:39:57,368][BaseTrainer][INFO] - [Epoch 6/10, Iter 1870/3560] 0.4868859052658081, cross_entropy: 0.4868859052658081
2571
+ [2025-05-05 10:40:00,788][BaseTrainer][INFO] - [Epoch 6/10, Iter 1871/3560] 0.3370893895626068, cross_entropy: 0.3370893895626068
2572
+ [2025-05-05 10:40:01,085][BaseTrainer][INFO] - [Epoch 6/10, Iter 1872/3560] 0.3908007740974426, cross_entropy: 0.3908007740974426
2573
+ [2025-05-05 10:40:04,008][BaseTrainer][INFO] - [Epoch 6/10, Iter 1873/3560] 0.4478518068790436, cross_entropy: 0.4478518068790436
2574
+ [2025-05-05 10:40:04,301][BaseTrainer][INFO] - [Epoch 6/10, Iter 1874/3560] 0.2402617335319519, cross_entropy: 0.2402617335319519
2575
+ [2025-05-05 10:40:06,789][BaseTrainer][INFO] - [Epoch 6/10, Iter 1875/3560] 0.4432471990585327, cross_entropy: 0.4432471990585327
2576
+ [2025-05-05 10:40:07,055][BaseTrainer][INFO] - [Epoch 6/10, Iter 1876/3560] 0.39017176628112793, cross_entropy: 0.39017176628112793
2577
+ [2025-05-05 10:40:09,215][BaseTrainer][INFO] - [Epoch 6/10, Iter 1877/3560] 0.2646743655204773, cross_entropy: 0.2646743655204773
2578
+ [2025-05-05 10:40:09,511][BaseTrainer][INFO] - [Epoch 6/10, Iter 1878/3560] 0.5217998027801514, cross_entropy: 0.5217998027801514
2579
+ [2025-05-05 10:40:11,317][BaseTrainer][INFO] - [Epoch 6/10, Iter 1879/3560] 0.508230447769165, cross_entropy: 0.508230447769165
2580
+ [2025-05-05 10:40:11,613][BaseTrainer][INFO] - [Epoch 6/10, Iter 1880/3560] 0.5306857824325562, cross_entropy: 0.5306857824325562
2581
+ [2025-05-05 10:40:14,134][BaseTrainer][INFO] - [Epoch 6/10, Iter 1881/3560] 0.43505027890205383, cross_entropy: 0.43505027890205383
2582
+ [2025-05-05 10:40:14,426][BaseTrainer][INFO] - [Epoch 6/10, Iter 1882/3560] 0.44966113567352295, cross_entropy: 0.44966113567352295
2583
+ [2025-05-05 10:40:16,315][BaseTrainer][INFO] - [Epoch 6/10, Iter 1883/3560] 0.4781331419944763, cross_entropy: 0.4781331419944763
2584
+ [2025-05-05 10:40:17,008][BaseTrainer][INFO] - [Epoch 6/10, Iter 1884/3560] 0.32856810092926025, cross_entropy: 0.32856810092926025
2585
+ [2025-05-05 10:40:18,550][BaseTrainer][INFO] - [Epoch 6/10, Iter 1885/3560] 0.38392284512519836, cross_entropy: 0.38392284512519836
2586
+ [2025-05-05 10:40:19,898][BaseTrainer][INFO] - [Epoch 6/10, Iter 1886/3560] 0.48514074087142944, cross_entropy: 0.48514074087142944
2587
+ [2025-05-05 10:40:21,883][BaseTrainer][INFO] - [Epoch 6/10, Iter 1887/3560] 0.31414639949798584, cross_entropy: 0.31414639949798584
2588
+ [2025-05-05 10:40:22,565][BaseTrainer][INFO] - [Epoch 6/10, Iter 1888/3560] 0.3229913115501404, cross_entropy: 0.3229913115501404
2589
+ [2025-05-05 10:40:24,877][BaseTrainer][INFO] - [Epoch 6/10, Iter 1889/3560] 0.4891984462738037, cross_entropy: 0.4891984462738037
2590
+ [2025-05-05 10:40:25,233][BaseTrainer][INFO] - [Epoch 6/10, Iter 1890/3560] 0.5392856001853943, cross_entropy: 0.5392856001853943
2591
+ [2025-05-05 10:40:27,628][BaseTrainer][INFO] - [Epoch 6/10, Iter 1891/3560] 0.6104689836502075, cross_entropy: 0.6104689836502075
2592
+ [2025-05-05 10:40:28,178][BaseTrainer][INFO] - [Epoch 6/10, Iter 1892/3560] 0.40738964080810547, cross_entropy: 0.40738964080810547
2593
+ [2025-05-05 10:40:30,685][BaseTrainer][INFO] - [Epoch 6/10, Iter 1893/3560] 0.3918653130531311, cross_entropy: 0.3918653130531311
2594
+ [2025-05-05 10:40:31,076][BaseTrainer][INFO] - [Epoch 6/10, Iter 1894/3560] 0.7486639022827148, cross_entropy: 0.7486639022827148
2595
+ [2025-05-05 10:40:33,792][BaseTrainer][INFO] - [Epoch 6/10, Iter 1895/3560] 0.278529554605484, cross_entropy: 0.278529554605484
2596
+ [2025-05-05 10:40:34,061][BaseTrainer][INFO] - [Epoch 6/10, Iter 1896/3560] 0.3546370267868042, cross_entropy: 0.3546370267868042
2597
+ [2025-05-05 10:40:36,374][BaseTrainer][INFO] - [Epoch 6/10, Iter 1897/3560] 0.40289101004600525, cross_entropy: 0.40289101004600525
2598
+ [2025-05-05 10:40:36,688][BaseTrainer][INFO] - [Epoch 6/10, Iter 1898/3560] 0.32892921566963196, cross_entropy: 0.32892921566963196
2599
+ [2025-05-05 10:40:38,585][BaseTrainer][INFO] - [Epoch 6/10, Iter 1899/3560] 0.4150851368904114, cross_entropy: 0.4150851368904114
2600
+ [2025-05-05 10:40:38,928][BaseTrainer][INFO] - [Epoch 6/10, Iter 1900/3560] 0.24042129516601562, cross_entropy: 0.24042129516601562
2601
+ [2025-05-05 10:40:41,229][BaseTrainer][INFO] - [Epoch 6/10, Iter 1901/3560] 0.2874501347541809, cross_entropy: 0.2874501347541809
2602
+ [2025-05-05 10:40:41,568][BaseTrainer][INFO] - [Epoch 6/10, Iter 1902/3560] 0.7126826047897339, cross_entropy: 0.7126826047897339
2603
+ [2025-05-05 10:40:43,444][BaseTrainer][INFO] - [Epoch 6/10, Iter 1903/3560] 0.2792917490005493, cross_entropy: 0.2792917490005493
2604
+ [2025-05-05 10:40:43,958][BaseTrainer][INFO] - [Epoch 6/10, Iter 1904/3560] 0.5595961809158325, cross_entropy: 0.5595961809158325
2605
+ [2025-05-05 10:40:45,747][BaseTrainer][INFO] - [Epoch 6/10, Iter 1905/3560] 0.5598249435424805, cross_entropy: 0.5598249435424805
2606
+ [2025-05-05 10:40:48,471][BaseTrainer][INFO] - [Epoch 6/10, Iter 1906/3560] 0.5015262365341187, cross_entropy: 0.5015262365341187
2607
+ [2025-05-05 10:40:48,841][BaseTrainer][INFO] - [Epoch 6/10, Iter 1907/3560] 0.6957027912139893, cross_entropy: 0.6957027912139893
2608
+ [2025-05-05 10:40:51,020][BaseTrainer][INFO] - [Epoch 6/10, Iter 1908/3560] 0.17777851223945618, cross_entropy: 0.17777851223945618
2609
+ [2025-05-05 10:40:51,733][BaseTrainer][INFO] - [Epoch 6/10, Iter 1909/3560] 0.4063934087753296, cross_entropy: 0.4063934087753296
2610
+ [2025-05-05 10:40:53,586][BaseTrainer][INFO] - [Epoch 6/10, Iter 1910/3560] 0.3975573778152466, cross_entropy: 0.3975573778152466
2611
+ [2025-05-05 10:40:54,149][BaseTrainer][INFO] - [Epoch 6/10, Iter 1911/3560] 0.13316610455513, cross_entropy: 0.13316610455513
2612
+ [2025-05-05 10:40:56,129][BaseTrainer][INFO] - [Epoch 6/10, Iter 1912/3560] 0.47894567251205444, cross_entropy: 0.47894567251205444
2613
+ [2025-05-05 10:40:56,464][BaseTrainer][INFO] - [Epoch 6/10, Iter 1913/3560] 0.5008779764175415, cross_entropy: 0.5008779764175415
2614
+ [2025-05-05 10:40:58,663][BaseTrainer][INFO] - [Epoch 6/10, Iter 1914/3560] 0.4600517153739929, cross_entropy: 0.4600517153739929
2615
+ [2025-05-05 10:40:58,997][BaseTrainer][INFO] - [Epoch 6/10, Iter 1915/3560] 0.6076163649559021, cross_entropy: 0.6076163649559021
2616
+ [2025-05-05 10:41:01,375][BaseTrainer][INFO] - [Epoch 6/10, Iter 1916/3560] 0.2832885980606079, cross_entropy: 0.2832885980606079
2617
+ [2025-05-05 10:41:01,780][BaseTrainer][INFO] - [Epoch 6/10, Iter 1917/3560] 0.44926580786705017, cross_entropy: 0.44926580786705017
2618
+ [2025-05-05 10:41:05,468][BaseTrainer][INFO] - [Epoch 6/10, Iter 1918/3560] 0.400426983833313, cross_entropy: 0.400426983833313
2619
+ [2025-05-05 10:41:05,767][BaseTrainer][INFO] - [Epoch 6/10, Iter 1919/3560] 0.4841312766075134, cross_entropy: 0.4841312766075134
2620
+ [2025-05-05 10:41:08,453][BaseTrainer][INFO] - [Epoch 6/10, Iter 1920/3560] 0.3326731026172638, cross_entropy: 0.3326731026172638
2621
+ [2025-05-05 10:41:08,752][BaseTrainer][INFO] - [Epoch 6/10, Iter 1921/3560] 0.5287926197052002, cross_entropy: 0.5287926197052002
2622
+ [2025-05-05 10:41:11,226][BaseTrainer][INFO] - [Epoch 6/10, Iter 1922/3560] 0.5300156474113464, cross_entropy: 0.5300156474113464
2623
+ [2025-05-05 10:41:11,527][BaseTrainer][INFO] - [Epoch 6/10, Iter 1923/3560] 0.34211093187332153, cross_entropy: 0.34211093187332153
2624
+ [2025-05-05 10:41:13,856][BaseTrainer][INFO] - [Epoch 6/10, Iter 1924/3560] 0.4985305666923523, cross_entropy: 0.4985305666923523
2625
+ [2025-05-05 10:41:14,147][BaseTrainer][INFO] - [Epoch 6/10, Iter 1925/3560] 0.4480135440826416, cross_entropy: 0.4480135440826416
2626
+ [2025-05-05 10:41:16,385][BaseTrainer][INFO] - [Epoch 6/10, Iter 1926/3560] 0.4770326018333435, cross_entropy: 0.4770326018333435
2627
+ [2025-05-05 10:41:16,678][BaseTrainer][INFO] - [Epoch 6/10, Iter 1927/3560] 0.6759790778160095, cross_entropy: 0.6759790778160095
2628
+ [2025-05-05 10:41:18,779][BaseTrainer][INFO] - [Epoch 6/10, Iter 1928/3560] 0.45008179545402527, cross_entropy: 0.45008179545402527
2629
+ [2025-05-05 10:41:19,068][BaseTrainer][INFO] - [Epoch 6/10, Iter 1929/3560] 0.31571629643440247, cross_entropy: 0.31571629643440247
2630
+ [2025-05-05 10:41:21,607][BaseTrainer][INFO] - [Epoch 6/10, Iter 1930/3560] 0.6652883291244507, cross_entropy: 0.6652883291244507
2631
+ [2025-05-05 10:41:21,872][BaseTrainer][INFO] - [Epoch 6/10, Iter 1931/3560] 0.47520196437835693, cross_entropy: 0.47520196437835693
2632
+ [2025-05-05 10:41:24,198][BaseTrainer][INFO] - [Epoch 6/10, Iter 1932/3560] 0.3830298185348511, cross_entropy: 0.3830298185348511
2633
+ [2025-05-05 10:41:24,486][BaseTrainer][INFO] - [Epoch 6/10, Iter 1933/3560] 0.2939286231994629, cross_entropy: 0.2939286231994629
2634
+ [2025-05-05 10:41:26,605][BaseTrainer][INFO] - [Epoch 6/10, Iter 1934/3560] 0.37509286403656006, cross_entropy: 0.37509286403656006
2635
+ [2025-05-05 10:41:26,875][BaseTrainer][INFO] - [Epoch 6/10, Iter 1935/3560] 0.46852898597717285, cross_entropy: 0.46852898597717285
2636
+ [2025-05-05 10:41:29,410][BaseTrainer][INFO] - [Epoch 6/10, Iter 1936/3560] 0.39164745807647705, cross_entropy: 0.39164745807647705
2637
+ [2025-05-05 10:41:29,701][BaseTrainer][INFO] - [Epoch 6/10, Iter 1937/3560] 0.49429625272750854, cross_entropy: 0.49429625272750854
2638
+ [2025-05-05 10:41:31,747][BaseTrainer][INFO] - [Epoch 6/10, Iter 1938/3560] 0.3205343186855316, cross_entropy: 0.3205343186855316
2639
+ [2025-05-05 10:41:32,037][BaseTrainer][INFO] - [Epoch 6/10, Iter 1939/3560] 0.42760634422302246, cross_entropy: 0.42760634422302246
2640
+ [2025-05-05 10:41:34,450][BaseTrainer][INFO] - [Epoch 6/10, Iter 1940/3560] 0.47825437784194946, cross_entropy: 0.47825437784194946
2641
+ [2025-05-05 10:41:34,745][BaseTrainer][INFO] - [Epoch 6/10, Iter 1941/3560] 0.33775949478149414, cross_entropy: 0.33775949478149414
2642
+ [2025-05-05 10:41:37,433][BaseTrainer][INFO] - [Epoch 6/10, Iter 1942/3560] 0.5380860567092896, cross_entropy: 0.5380860567092896
2643
+ [2025-05-05 10:41:37,702][BaseTrainer][INFO] - [Epoch 6/10, Iter 1943/3560] 0.17566093802452087, cross_entropy: 0.17566093802452087
2644
+ [2025-05-05 10:41:40,245][BaseTrainer][INFO] - [Epoch 6/10, Iter 1944/3560] 0.41102972626686096, cross_entropy: 0.41102972626686096
2645
+ [2025-05-05 10:41:40,542][BaseTrainer][INFO] - [Epoch 6/10, Iter 1945/3560] 0.40537771582603455, cross_entropy: 0.40537771582603455
2646
+ [2025-05-05 10:41:42,495][BaseTrainer][INFO] - [Epoch 6/10, Iter 1946/3560] 0.42522555589675903, cross_entropy: 0.42522555589675903
2647
+ [2025-05-05 10:41:42,794][BaseTrainer][INFO] - [Epoch 6/10, Iter 1947/3560] 0.3212132155895233, cross_entropy: 0.3212132155895233
2648
+ [2025-05-05 10:41:45,005][BaseTrainer][INFO] - [Epoch 6/10, Iter 1948/3560] 0.4390687346458435, cross_entropy: 0.4390687346458435
2649
+ [2025-05-05 10:41:45,297][BaseTrainer][INFO] - [Epoch 6/10, Iter 1949/3560] 0.5053505897521973, cross_entropy: 0.5053505897521973
2650
+ [2025-05-05 10:41:47,727][BaseTrainer][INFO] - [Epoch 6/10, Iter 1950/3560] 0.447144478559494, cross_entropy: 0.447144478559494
2651
+ [2025-05-05 10:41:48,016][BaseTrainer][INFO] - [Epoch 6/10, Iter 1951/3560] 0.5753432512283325, cross_entropy: 0.5753432512283325
2652
+ [2025-05-05 10:41:50,367][BaseTrainer][INFO] - [Epoch 6/10, Iter 1952/3560] 0.3897573947906494, cross_entropy: 0.3897573947906494
2653
+ [2025-05-05 10:41:50,663][BaseTrainer][INFO] - [Epoch 6/10, Iter 1953/3560] 0.36369773745536804, cross_entropy: 0.36369773745536804
2654
+ [2025-05-05 10:41:53,509][BaseTrainer][INFO] - [Epoch 6/10, Iter 1954/3560] 0.3415864408016205, cross_entropy: 0.3415864408016205
2655
+ [2025-05-05 10:41:53,779][BaseTrainer][INFO] - [Epoch 6/10, Iter 1955/3560] 0.7409753203392029, cross_entropy: 0.7409753203392029
2656
+ [2025-05-05 10:41:55,701][BaseTrainer][INFO] - [Epoch 6/10, Iter 1956/3560] 0.49332332611083984, cross_entropy: 0.49332332611083984
2657
+ [2025-05-05 10:41:55,992][BaseTrainer][INFO] - [Epoch 6/10, Iter 1957/3560] 0.5343427658081055, cross_entropy: 0.5343427658081055
2658
+ [2025-05-05 10:41:58,375][BaseTrainer][INFO] - [Epoch 6/10, Iter 1958/3560] 0.5241575241088867, cross_entropy: 0.5241575241088867
2659
+ [2025-05-05 10:41:58,671][BaseTrainer][INFO] - [Epoch 6/10, Iter 1959/3560] 0.7092925906181335, cross_entropy: 0.7092925906181335
2660
+ [2025-05-05 10:42:00,897][BaseTrainer][INFO] - [Epoch 6/10, Iter 1960/3560] 0.2834323048591614, cross_entropy: 0.2834323048591614
2661
+ [2025-05-05 10:42:01,190][BaseTrainer][INFO] - [Epoch 6/10, Iter 1961/3560] 0.4013482332229614, cross_entropy: 0.4013482332229614
2662
+ [2025-05-05 10:42:03,501][BaseTrainer][INFO] - [Epoch 6/10, Iter 1962/3560] 0.373198539018631, cross_entropy: 0.373198539018631
2663
+ [2025-05-05 10:42:03,795][BaseTrainer][INFO] - [Epoch 6/10, Iter 1963/3560] 0.5064828395843506, cross_entropy: 0.5064828395843506
2664
+ [2025-05-05 10:42:06,221][BaseTrainer][INFO] - [Epoch 6/10, Iter 1964/3560] 0.34343039989471436, cross_entropy: 0.34343039989471436
2665
+ [2025-05-05 10:42:06,515][BaseTrainer][INFO] - [Epoch 6/10, Iter 1965/3560] 0.35784101486206055, cross_entropy: 0.35784101486206055
2666
+ [2025-05-05 10:42:09,580][BaseTrainer][INFO] - [Epoch 6/10, Iter 1966/3560] 0.27173545956611633, cross_entropy: 0.27173545956611633
2667
+ [2025-05-05 10:42:09,865][BaseTrainer][INFO] - [Epoch 6/10, Iter 1967/3560] 0.3577943444252014, cross_entropy: 0.3577943444252014
2668
+ [2025-05-05 10:42:11,842][BaseTrainer][INFO] - [Epoch 6/10, Iter 1968/3560] 0.3502751290798187, cross_entropy: 0.3502751290798187
2669
+ [2025-05-05 10:42:12,140][BaseTrainer][INFO] - [Epoch 6/10, Iter 1969/3560] 0.2953171730041504, cross_entropy: 0.2953171730041504
2670
+ [2025-05-05 10:42:14,425][BaseTrainer][INFO] - [Epoch 6/10, Iter 1970/3560] 0.34179508686065674, cross_entropy: 0.34179508686065674
2671
+ [2025-05-05 10:42:14,691][BaseTrainer][INFO] - [Epoch 6/10, Iter 1971/3560] 0.6430585384368896, cross_entropy: 0.6430585384368896
2672
+ [2025-05-05 10:42:17,352][BaseTrainer][INFO] - [Epoch 6/10, Iter 1972/3560] 0.44216811656951904, cross_entropy: 0.44216811656951904
2673
+ [2025-05-05 10:42:17,643][BaseTrainer][INFO] - [Epoch 6/10, Iter 1973/3560] 0.5270885229110718, cross_entropy: 0.5270885229110718
2674
+ [2025-05-05 10:42:19,852][BaseTrainer][INFO] - [Epoch 6/10, Iter 1974/3560] 0.7250258326530457, cross_entropy: 0.7250258326530457
2675
+ [2025-05-05 10:42:20,143][BaseTrainer][INFO] - [Epoch 6/10, Iter 1975/3560] 0.4366225600242615, cross_entropy: 0.4366225600242615
2676
+ [2025-05-05 10:42:22,441][BaseTrainer][INFO] - [Epoch 6/10, Iter 1976/3560] 0.6791644096374512, cross_entropy: 0.6791644096374512
2677
+ [2025-05-05 10:42:22,734][BaseTrainer][INFO] - [Epoch 6/10, Iter 1977/3560] 0.5140019059181213, cross_entropy: 0.5140019059181213
2678
+ [2025-05-05 10:42:24,970][BaseTrainer][INFO] - [Epoch 6/10, Iter 1978/3560] 0.6688103079795837, cross_entropy: 0.6688103079795837
2679
+ [2025-05-05 10:42:25,262][BaseTrainer][INFO] - [Epoch 6/10, Iter 1979/3560] 0.415384978055954, cross_entropy: 0.415384978055954
2680
+ [2025-05-05 10:42:27,511][BaseTrainer][INFO] - [Epoch 6/10, Iter 1980/3560] 0.35987943410873413, cross_entropy: 0.35987943410873413
2681
+ [2025-05-05 10:42:27,802][BaseTrainer][INFO] - [Epoch 6/10, Iter 1981/3560] 0.2918511927127838, cross_entropy: 0.2918511927127838
2682
+ [2025-05-05 10:42:29,972][BaseTrainer][INFO] - [Epoch 6/10, Iter 1982/3560] 0.4017810821533203, cross_entropy: 0.4017810821533203
2683
+ [2025-05-05 10:42:30,238][BaseTrainer][INFO] - [Epoch 6/10, Iter 1983/3560] 0.48656779527664185, cross_entropy: 0.48656779527664185
2684
+ [2025-05-05 10:42:32,893][BaseTrainer][INFO] - [Epoch 6/10, Iter 1984/3560] 0.860370397567749, cross_entropy: 0.860370397567749
2685
+ [2025-05-05 10:42:33,187][BaseTrainer][INFO] - [Epoch 6/10, Iter 1985/3560] 0.3719336986541748, cross_entropy: 0.3719336986541748
2686
+ [2025-05-05 10:42:35,501][BaseTrainer][INFO] - [Epoch 6/10, Iter 1986/3560] 0.4755460023880005, cross_entropy: 0.4755460023880005
2687
+ [2025-05-05 10:42:35,789][BaseTrainer][INFO] - [Epoch 6/10, Iter 1987/3560] 0.5376248359680176, cross_entropy: 0.5376248359680176
2688
+ [2025-05-05 10:42:37,964][BaseTrainer][INFO] - [Epoch 6/10, Iter 1988/3560] 0.3022693693637848, cross_entropy: 0.3022693693637848
2689
+ [2025-05-05 10:42:38,268][BaseTrainer][INFO] - [Epoch 6/10, Iter 1989/3560] 0.49729642271995544, cross_entropy: 0.49729642271995544
2690
+ [2025-05-05 10:42:40,694][BaseTrainer][INFO] - [Epoch 6/10, Iter 1990/3560] 0.6739712953567505, cross_entropy: 0.6739712953567505
2691
+ [2025-05-05 10:42:40,983][BaseTrainer][INFO] - [Epoch 6/10, Iter 1991/3560] 0.29098182916641235, cross_entropy: 0.29098182916641235
2692
+ [2025-05-05 10:42:43,140][BaseTrainer][INFO] - [Epoch 6/10, Iter 1992/3560] 0.6796926259994507, cross_entropy: 0.6796926259994507
2693
+ [2025-05-05 10:42:43,445][BaseTrainer][INFO] - [Epoch 6/10, Iter 1993/3560] 0.5292158126831055, cross_entropy: 0.5292158126831055
2694
+ [2025-05-05 10:42:45,445][BaseTrainer][INFO] - [Epoch 6/10, Iter 1994/3560] 0.48705190420150757, cross_entropy: 0.48705190420150757
2695
+ [2025-05-05 10:42:46,405][BaseTrainer][INFO] - [Epoch 6/10, Iter 1995/3560] 0.3881491422653198, cross_entropy: 0.3881491422653198
2696
+ [2025-05-05 10:42:47,961][BaseTrainer][INFO] - [Epoch 6/10, Iter 1996/3560] 0.4187905788421631, cross_entropy: 0.4187905788421631
2697
+ [2025-05-05 10:42:48,717][BaseTrainer][INFO] - [Epoch 6/10, Iter 1997/3560] 0.3897351026535034, cross_entropy: 0.3897351026535034
2698
+ [2025-05-05 10:42:50,484][BaseTrainer][INFO] - [Epoch 6/10, Iter 1998/3560] 0.7296371459960938, cross_entropy: 0.7296371459960938
2699
+ [2025-05-05 10:42:51,018][BaseTrainer][INFO] - [Epoch 6/10, Iter 1999/3560] 0.6004045009613037, cross_entropy: 0.6004045009613037
2700
+ [2025-05-05 10:42:53,403][BaseTrainer][INFO] - [Epoch 6/10, Iter 2000/3560] 0.45658665895462036, cross_entropy: 0.45658665895462036
2701
+ [2025-05-05 10:42:53,823][BaseTrainer][INFO] - [Epoch 6/10, Iter 2001/3560] 0.5294061303138733, cross_entropy: 0.5294061303138733
2702
+ [2025-05-05 10:42:56,237][BaseTrainer][INFO] - [Epoch 6/10, Iter 2002/3560] 0.4581279158592224, cross_entropy: 0.4581279158592224
2703
+ [2025-05-05 10:42:56,561][BaseTrainer][INFO] - [Epoch 6/10, Iter 2003/3560] 0.6682515740394592, cross_entropy: 0.6682515740394592
2704
+ [2025-05-05 10:42:59,107][BaseTrainer][INFO] - [Epoch 6/10, Iter 2004/3560] 0.39316505193710327, cross_entropy: 0.39316505193710327
2705
+ [2025-05-05 10:42:59,902][BaseTrainer][INFO] - [Epoch 6/10, Iter 2005/3560] 0.31496691703796387, cross_entropy: 0.31496691703796387
2706
+ [2025-05-05 10:43:01,676][BaseTrainer][INFO] - [Epoch 6/10, Iter 2006/3560] 0.9080260396003723, cross_entropy: 0.9080260396003723
2707
+ [2025-05-05 10:43:02,684][BaseTrainer][INFO] - [Epoch 6/10, Iter 2007/3560] 0.7015066146850586, cross_entropy: 0.7015066146850586
2708
+ [2025-05-05 10:43:04,316][BaseTrainer][INFO] - [Epoch 6/10, Iter 2008/3560] 0.5538427829742432, cross_entropy: 0.5538427829742432
2709
+ [2025-05-05 10:43:05,645][BaseTrainer][INFO] - [Epoch 6/10, Iter 2009/3560] 0.4366397261619568, cross_entropy: 0.4366397261619568
2710
+ [2025-05-05 10:43:06,929][BaseTrainer][INFO] - [Epoch 6/10, Iter 2010/3560] 0.4536847472190857, cross_entropy: 0.4536847472190857
2711
+ [2025-05-05 10:43:08,476][BaseTrainer][INFO] - [Epoch 6/10, Iter 2011/3560] 0.6910896301269531, cross_entropy: 0.6910896301269531
2712
+ [2025-05-05 10:43:10,493][BaseTrainer][INFO] - [Epoch 6/10, Iter 2012/3560] 0.4975138306617737, cross_entropy: 0.4975138306617737
2713
+ [2025-05-05 10:43:11,386][BaseTrainer][INFO] - [Epoch 6/10, Iter 2013/3560] 0.48022711277008057, cross_entropy: 0.48022711277008057
2714
+ [2025-05-05 10:43:14,171][BaseTrainer][INFO] - [Epoch 6/10, Iter 2014/3560] 0.32570475339889526, cross_entropy: 0.32570475339889526
2715
+ [2025-05-05 10:43:14,466][BaseTrainer][INFO] - [Epoch 6/10, Iter 2015/3560] 0.6382530927658081, cross_entropy: 0.6382530927658081
2716
+ [2025-05-05 10:43:16,775][BaseTrainer][INFO] - [Epoch 6/10, Iter 2016/3560] 0.4077998995780945, cross_entropy: 0.4077998995780945
2717
+ [2025-05-05 10:43:17,080][BaseTrainer][INFO] - [Epoch 6/10, Iter 2017/3560] 0.33439862728118896, cross_entropy: 0.33439862728118896
2718
+ [2025-05-05 10:43:19,338][BaseTrainer][INFO] - [Epoch 6/10, Iter 2018/3560] 0.5808286666870117, cross_entropy: 0.5808286666870117
2719
+ [2025-05-05 10:43:19,613][BaseTrainer][INFO] - [Epoch 6/10, Iter 2019/3560] 0.6272770166397095, cross_entropy: 0.6272770166397095
2720
+ [2025-05-05 10:43:21,669][BaseTrainer][INFO] - [Epoch 6/10, Iter 2020/3560] 0.46130454540252686, cross_entropy: 0.46130454540252686
2721
+ [2025-05-05 10:43:22,169][BaseTrainer][INFO] - [Epoch 6/10, Iter 2021/3560] 0.5695705413818359, cross_entropy: 0.5695705413818359
2722
+ [2025-05-05 10:43:24,034][BaseTrainer][INFO] - [Epoch 6/10, Iter 2022/3560] 0.5060453414916992, cross_entropy: 0.5060453414916992
2723
+ [2025-05-05 10:43:24,840][BaseTrainer][INFO] - [Epoch 6/10, Iter 2023/3560] 0.6723901629447937, cross_entropy: 0.6723901629447937
2724
+ [2025-05-05 10:43:27,519][BaseTrainer][INFO] - [Epoch 6/10, Iter 2024/3560] 0.7344949841499329, cross_entropy: 0.7344949841499329
2725
+ [2025-05-05 10:43:27,816][BaseTrainer][INFO] - [Epoch 6/10, Iter 2025/3560] 0.45027658343315125, cross_entropy: 0.45027658343315125
2726
+ [2025-05-05 10:43:30,101][BaseTrainer][INFO] - [Epoch 6/10, Iter 2026/3560] 0.9871213436126709, cross_entropy: 0.9871213436126709
2727
+ [2025-05-05 10:43:30,395][BaseTrainer][INFO] - [Epoch 6/10, Iter 2027/3560] 0.5410196781158447, cross_entropy: 0.5410196781158447
2728
+ [2025-05-05 10:43:32,888][BaseTrainer][INFO] - [Epoch 6/10, Iter 2028/3560] 0.3043539524078369, cross_entropy: 0.3043539524078369
2729
+ [2025-05-05 10:43:33,184][BaseTrainer][INFO] - [Epoch 6/10, Iter 2029/3560] 0.692335307598114, cross_entropy: 0.692335307598114
2730
+ [2025-05-05 10:43:35,489][BaseTrainer][INFO] - [Epoch 6/10, Iter 2030/3560] 0.47588038444519043, cross_entropy: 0.47588038444519043
2731
+ [2025-05-05 10:43:35,782][BaseTrainer][INFO] - [Epoch 6/10, Iter 2031/3560] 0.6019383668899536, cross_entropy: 0.6019383668899536
2732
+ [2025-05-05 10:43:38,065][BaseTrainer][INFO] - [Epoch 6/10, Iter 2032/3560] 0.6860524415969849, cross_entropy: 0.6860524415969849
2733
+ [2025-05-05 10:43:38,362][BaseTrainer][INFO] - [Epoch 6/10, Iter 2033/3560] 0.7344216108322144, cross_entropy: 0.7344216108322144
2734
+ [2025-05-05 10:43:40,937][BaseTrainer][INFO] - [Epoch 6/10, Iter 2034/3560] 0.41670262813568115, cross_entropy: 0.41670262813568115
2735
+ [2025-05-05 10:43:41,231][BaseTrainer][INFO] - [Epoch 6/10, Iter 2035/3560] 0.698202908039093, cross_entropy: 0.698202908039093
2736
+ [2025-05-05 10:43:44,133][BaseTrainer][INFO] - [Epoch 6/10, Iter 2036/3560] 0.6151688098907471, cross_entropy: 0.6151688098907471
2737
+ [2025-05-05 10:43:44,427][BaseTrainer][INFO] - [Epoch 6/10, Iter 2037/3560] 0.39633575081825256, cross_entropy: 0.39633575081825256
2738
+ [2025-05-05 10:43:46,628][BaseTrainer][INFO] - [Epoch 6/10, Iter 2038/3560] 0.8677761554718018, cross_entropy: 0.8677761554718018
2739
+ [2025-05-05 10:43:46,894][BaseTrainer][INFO] - [Epoch 6/10, Iter 2039/3560] 0.8437245488166809, cross_entropy: 0.8437245488166809
2740
+ [2025-05-05 10:43:50,261][BaseTrainer][INFO] - [Epoch 6/10, Iter 2040/3560] 0.7349543571472168, cross_entropy: 0.7349543571472168
2741
+ [2025-05-05 10:43:50,526][BaseTrainer][INFO] - [Epoch 6/10, Iter 2041/3560] 0.39033761620521545, cross_entropy: 0.39033761620521545
2742
+ [2025-05-05 10:43:53,113][BaseTrainer][INFO] - [Epoch 6/10, Iter 2042/3560] 0.5179963111877441, cross_entropy: 0.5179963111877441
2743
+ [2025-05-05 10:43:53,404][BaseTrainer][INFO] - [Epoch 6/10, Iter 2043/3560] 0.4944614768028259, cross_entropy: 0.4944614768028259
2744
+ [2025-05-05 10:43:55,739][BaseTrainer][INFO] - [Epoch 6/10, Iter 2044/3560] 0.41683024168014526, cross_entropy: 0.41683024168014526
2745
+ [2025-05-05 10:43:56,041][BaseTrainer][INFO] - [Epoch 6/10, Iter 2045/3560] 0.7502186298370361, cross_entropy: 0.7502186298370361
2746
+ [2025-05-05 10:43:58,513][BaseTrainer][INFO] - [Epoch 6/10, Iter 2046/3560] 0.3696390986442566, cross_entropy: 0.3696390986442566
2747
+ [2025-05-05 10:43:58,802][BaseTrainer][INFO] - [Epoch 6/10, Iter 2047/3560] 0.4879172146320343, cross_entropy: 0.4879172146320343
2748
+ [2025-05-05 10:44:01,476][BaseTrainer][INFO] - [Epoch 6/10, Iter 2048/3560] 0.49887287616729736, cross_entropy: 0.49887287616729736
2749
+ [2025-05-05 10:44:01,766][BaseTrainer][INFO] - [Epoch 6/10, Iter 2049/3560] 0.5117271542549133, cross_entropy: 0.5117271542549133
2750
+ [2025-05-05 10:44:04,143][BaseTrainer][INFO] - [Epoch 6/10, Iter 2050/3560] 0.5597747564315796, cross_entropy: 0.5597747564315796
2751
+ [2025-05-05 10:44:04,452][BaseTrainer][INFO] - [Epoch 6/10, Iter 2051/3560] 0.7129794955253601, cross_entropy: 0.7129794955253601
2752
+ [2025-05-05 10:44:06,818][BaseTrainer][INFO] - [Epoch 6/10, Iter 2052/3560] 0.40508076548576355, cross_entropy: 0.40508076548576355
2753
+ [2025-05-05 10:44:07,110][BaseTrainer][INFO] - [Epoch 6/10, Iter 2053/3560] 0.413551390171051, cross_entropy: 0.413551390171051
2754
+ [2025-05-05 10:44:09,837][BaseTrainer][INFO] - [Epoch 6/10, Iter 2054/3560] 0.3815373182296753, cross_entropy: 0.3815373182296753
2755
+ [2025-05-05 10:44:10,128][BaseTrainer][INFO] - [Epoch 6/10, Iter 2055/3560] 0.5771390199661255, cross_entropy: 0.5771390199661255
2756
+ [2025-05-05 10:44:12,798][BaseTrainer][INFO] - [Epoch 6/10, Iter 2056/3560] 0.6210373640060425, cross_entropy: 0.6210373640060425
2757
+ [2025-05-05 10:44:13,090][BaseTrainer][INFO] - [Epoch 6/10, Iter 2057/3560] 0.5652082562446594, cross_entropy: 0.5652082562446594
2758
+ [2025-05-05 10:44:15,615][BaseTrainer][INFO] - [Epoch 6/10, Iter 2058/3560] 0.7297474145889282, cross_entropy: 0.7297474145889282
2759
+ [2025-05-05 10:44:15,886][BaseTrainer][INFO] - [Epoch 6/10, Iter 2059/3560] 0.30246061086654663, cross_entropy: 0.30246061086654663
2760
+ [2025-05-05 10:44:18,514][BaseTrainer][INFO] - [Epoch 6/10, Iter 2060/3560] 0.5643135905265808, cross_entropy: 0.5643135905265808
2761
+ [2025-05-05 10:44:18,784][BaseTrainer][INFO] - [Epoch 6/10, Iter 2061/3560] 0.7014085054397583, cross_entropy: 0.7014085054397583
2762
+ [2025-05-05 10:44:20,985][BaseTrainer][INFO] - [Epoch 6/10, Iter 2062/3560] 0.4701682925224304, cross_entropy: 0.4701682925224304
2763
+ [2025-05-05 10:44:21,277][BaseTrainer][INFO] - [Epoch 6/10, Iter 2063/3560] 0.6588642001152039, cross_entropy: 0.6588642001152039
2764
+ [2025-05-05 10:44:23,700][BaseTrainer][INFO] - [Epoch 6/10, Iter 2064/3560] 0.5590273141860962, cross_entropy: 0.5590273141860962
2765
+ [2025-05-05 10:44:23,993][BaseTrainer][INFO] - [Epoch 6/10, Iter 2065/3560] 0.2966371774673462, cross_entropy: 0.2966371774673462
2766
+ [2025-05-05 10:44:25,674][BaseTrainer][INFO] - [Epoch 6/10, Iter 2066/3560] 0.4078953266143799, cross_entropy: 0.4078953266143799
2767
+ [2025-05-05 10:44:26,003][BaseTrainer][INFO] - [Epoch 6/10, Iter 2067/3560] 0.8223496079444885, cross_entropy: 0.8223496079444885
2768
+ [2025-05-05 10:44:28,104][BaseTrainer][INFO] - [Epoch 6/10, Iter 2068/3560] 0.6649283170700073, cross_entropy: 0.6649283170700073
2769
+ [2025-05-05 10:44:28,472][BaseTrainer][INFO] - [Epoch 6/10, Iter 2069/3560] 0.5500099062919617, cross_entropy: 0.5500099062919617
2770
+ [2025-05-05 10:44:30,764][BaseTrainer][INFO] - [Epoch 6/10, Iter 2070/3560] 0.4690287113189697, cross_entropy: 0.4690287113189697
2771
+ [2025-05-05 10:44:32,140][BaseTrainer][INFO] - [Epoch 6/10, Iter 2071/3560] 0.7089959383010864, cross_entropy: 0.7089959383010864
2772
+ [2025-05-05 10:44:33,256][BaseTrainer][INFO] - [Epoch 6/10, Iter 2072/3560] 0.5548080205917358, cross_entropy: 0.5548080205917358
2773
+ [2025-05-05 10:44:34,783][BaseTrainer][INFO] - [Epoch 6/10, Iter 2073/3560] 0.6531062126159668, cross_entropy: 0.6531062126159668
2774
+ [2025-05-05 10:44:36,341][BaseTrainer][INFO] - [Epoch 6/10, Iter 2074/3560] 0.35982072353363037, cross_entropy: 0.35982072353363037
2775
+ [2025-05-05 10:44:37,710][BaseTrainer][INFO] - [Epoch 6/10, Iter 2075/3560] 0.5438346862792969, cross_entropy: 0.5438346862792969
2776
+ [2025-05-05 10:44:38,864][BaseTrainer][INFO] - [Epoch 6/10, Iter 2076/3560] 0.5587351322174072, cross_entropy: 0.5587351322174072
2777
+ [2025-05-05 10:44:39,792][BaseTrainer][INFO] - [Epoch 6/10, Iter 2077/3560] 0.5073579549789429, cross_entropy: 0.5073579549789429
2778
+ [2025-05-05 10:44:41,400][BaseTrainer][INFO] - [Epoch 6/10, Iter 2078/3560] 0.5821201801300049, cross_entropy: 0.5821201801300049
2779
+ [2025-05-05 10:44:42,610][BaseTrainer][INFO] - [Epoch 6/10, Iter 2079/3560] 0.40025627613067627, cross_entropy: 0.40025627613067627
2780
+ [2025-05-05 10:44:44,055][BaseTrainer][INFO] - [Epoch 6/10, Iter 2080/3560] 0.7447634339332581, cross_entropy: 0.7447634339332581
2781
+ [2025-05-05 10:44:45,607][BaseTrainer][INFO] - [Epoch 6/10, Iter 2081/3560] 0.6181434988975525, cross_entropy: 0.6181434988975525
2782
+ [2025-05-05 10:44:46,213][BaseTrainer][INFO] - [Epoch 6/10, Iter 2082/3560] 0.39240211248397827, cross_entropy: 0.39240211248397827
2783
+ [2025-05-05 10:44:48,746][BaseTrainer][INFO] - [Epoch 6/10, Iter 2083/3560] 0.7260169982910156, cross_entropy: 0.7260169982910156
2784
+ [2025-05-05 10:44:49,114][BaseTrainer][INFO] - [Epoch 6/10, Iter 2084/3560] 0.46465569734573364, cross_entropy: 0.46465569734573364
2785
+ [2025-05-05 10:44:51,156][BaseTrainer][INFO] - [Epoch 6/10, Iter 2085/3560] 0.4889056384563446, cross_entropy: 0.4889056384563446
2786
+ [2025-05-05 10:44:51,923][BaseTrainer][INFO] - [Epoch 6/10, Iter 2086/3560] 0.43088722229003906, cross_entropy: 0.43088722229003906
2787
+ [2025-05-05 10:44:53,954][BaseTrainer][INFO] - [Epoch 6/10, Iter 2087/3560] 0.22573038935661316, cross_entropy: 0.22573038935661316
2788
+ [2025-05-05 10:44:54,544][BaseTrainer][INFO] - [Epoch 6/10, Iter 2088/3560] 0.4154110550880432, cross_entropy: 0.4154110550880432
2789
+ [2025-05-05 10:44:56,949][BaseTrainer][INFO] - [Epoch 6/10, Iter 2089/3560] 0.4910864233970642, cross_entropy: 0.4910864233970642
2790
+ [2025-05-05 10:44:57,462][BaseTrainer][INFO] - [Epoch 6/10, Iter 2090/3560] 0.6571460962295532, cross_entropy: 0.6571460962295532
2791
+ [2025-05-05 10:44:59,383][BaseTrainer][INFO] - [Epoch 6/10, Iter 2091/3560] 0.4793161153793335, cross_entropy: 0.4793161153793335
2792
+ [2025-05-05 10:45:00,184][BaseTrainer][INFO] - [Epoch 6/10, Iter 2092/3560] 0.7395902872085571, cross_entropy: 0.7395902872085571
2793
+ [2025-05-05 10:45:01,824][BaseTrainer][INFO] - [Epoch 6/10, Iter 2093/3560] 0.5027561187744141, cross_entropy: 0.5027561187744141
2794
+ [2025-05-05 10:45:03,808][BaseTrainer][INFO] - [Epoch 6/10, Iter 2094/3560] 0.41436251997947693, cross_entropy: 0.41436251997947693
2795
+ [2025-05-05 10:45:04,649][BaseTrainer][INFO] - [Epoch 6/10, Iter 2095/3560] 0.39708009362220764, cross_entropy: 0.39708009362220764
2796
+ [2025-05-05 10:45:06,787][BaseTrainer][INFO] - [Epoch 6/10, Iter 2096/3560] 0.7121669054031372, cross_entropy: 0.7121669054031372
2797
+ [2025-05-05 10:45:08,024][BaseTrainer][INFO] - [Epoch 6/10, Iter 2097/3560] 0.6289206743240356, cross_entropy: 0.6289206743240356
2798
+ [2025-05-05 10:45:10,501][BaseTrainer][INFO] - [Epoch 6/10, Iter 2098/3560] 0.38231992721557617, cross_entropy: 0.38231992721557617
2799
+ [2025-05-05 10:45:10,768][BaseTrainer][INFO] - [Epoch 6/10, Iter 2099/3560] 0.30698221921920776, cross_entropy: 0.30698221921920776
2800
+ [2025-05-05 10:45:13,987][BaseTrainer][INFO] - [Epoch 6/10, Iter 2100/3560] 0.51012122631073, cross_entropy: 0.51012122631073
2801
+ [2025-05-05 10:45:14,277][BaseTrainer][INFO] - [Epoch 6/10, Iter 2101/3560] 0.39710164070129395, cross_entropy: 0.39710164070129395
2802
+ [2025-05-05 10:45:16,774][BaseTrainer][INFO] - [Epoch 6/10, Iter 2102/3560] 0.5395510196685791, cross_entropy: 0.5395510196685791
2803
+ [2025-05-05 10:45:17,066][BaseTrainer][INFO] - [Epoch 6/10, Iter 2103/3560] 0.8419681787490845, cross_entropy: 0.8419681787490845
2804
+ [2025-05-05 10:45:19,893][BaseTrainer][INFO] - [Epoch 6/10, Iter 2104/3560] 0.49557945132255554, cross_entropy: 0.49557945132255554
2805
+ [2025-05-05 10:45:20,203][BaseTrainer][INFO] - [Epoch 6/10, Iter 2105/3560] 0.6013369560241699, cross_entropy: 0.6013369560241699
2806
+ [2025-05-05 10:45:22,846][BaseTrainer][INFO] - [Epoch 6/10, Iter 2106/3560] 0.3422642648220062, cross_entropy: 0.3422642648220062
2807
+ [2025-05-05 10:45:23,135][BaseTrainer][INFO] - [Epoch 6/10, Iter 2107/3560] 0.6320100426673889, cross_entropy: 0.6320100426673889
2808
+ [2025-05-05 10:45:25,555][BaseTrainer][INFO] - [Epoch 6/10, Iter 2108/3560] 0.37821492552757263, cross_entropy: 0.37821492552757263
2809
+ [2025-05-05 10:45:25,848][BaseTrainer][INFO] - [Epoch 6/10, Iter 2109/3560] 0.7763174772262573, cross_entropy: 0.7763174772262573
2810
+ [2025-05-05 10:45:28,140][BaseTrainer][INFO] - [Epoch 6/10, Iter 2110/3560] 0.6350150108337402, cross_entropy: 0.6350150108337402
2811
+ [2025-05-05 10:45:28,434][BaseTrainer][INFO] - [Epoch 6/10, Iter 2111/3560] 0.5122060775756836, cross_entropy: 0.5122060775756836
2812
+ [2025-05-05 10:45:31,153][BaseTrainer][INFO] - [Epoch 6/10, Iter 2112/3560] 0.49441641569137573, cross_entropy: 0.49441641569137573
2813
+ [2025-05-05 10:45:31,455][BaseTrainer][INFO] - [Epoch 6/10, Iter 2113/3560] 0.4995441436767578, cross_entropy: 0.4995441436767578
2814
+ [2025-05-05 10:45:33,492][BaseTrainer][INFO] - [Epoch 6/10, Iter 2114/3560] 0.43559861183166504, cross_entropy: 0.43559861183166504
2815
+ [2025-05-05 10:45:33,806][BaseTrainer][INFO] - [Epoch 6/10, Iter 2115/3560] 0.6602562665939331, cross_entropy: 0.6602562665939331
2816
+ [2025-05-05 10:45:36,284][BaseTrainer][INFO] - [Epoch 6/10, Iter 2116/3560] 0.4527813792228699, cross_entropy: 0.4527813792228699
2817
+ [2025-05-05 10:45:36,576][BaseTrainer][INFO] - [Epoch 6/10, Iter 2117/3560] 0.5520616769790649, cross_entropy: 0.5520616769790649
2818
+ [2025-05-05 10:45:39,548][BaseTrainer][INFO] - [Epoch 6/10, Iter 2118/3560] 0.519556999206543, cross_entropy: 0.519556999206543
2819
+ [2025-05-05 10:45:39,839][BaseTrainer][INFO] - [Epoch 6/10, Iter 2119/3560] 0.5522772669792175, cross_entropy: 0.5522772669792175
2820
+ [2025-05-05 10:45:42,335][BaseTrainer][INFO] - [Epoch 6/10, Iter 2120/3560] 0.5399566888809204, cross_entropy: 0.5399566888809204
2821
+ [2025-05-05 10:45:42,629][BaseTrainer][INFO] - [Epoch 6/10, Iter 2121/3560] 0.8555343747138977, cross_entropy: 0.8555343747138977
2822
+ [2025-05-05 10:45:45,282][BaseTrainer][INFO] - [Epoch 6/10, Iter 2122/3560] 0.571286678314209, cross_entropy: 0.571286678314209
2823
+ [2025-05-05 10:45:45,554][BaseTrainer][INFO] - [Epoch 6/10, Iter 2123/3560] 0.6656291484832764, cross_entropy: 0.6656291484832764
2824
+ [2025-05-05 10:45:47,851][BaseTrainer][INFO] - [Epoch 6/10, Iter 2124/3560] 0.6428026556968689, cross_entropy: 0.6428026556968689
2825
+ [2025-05-05 10:45:48,120][BaseTrainer][INFO] - [Epoch 6/10, Iter 2125/3560] 0.7288188934326172, cross_entropy: 0.7288188934326172
2826
+ [2025-05-05 10:45:50,930][BaseTrainer][INFO] - [Epoch 6/10, Iter 2126/3560] 0.5637670159339905, cross_entropy: 0.5637670159339905
2827
+ [2025-05-05 10:45:51,225][BaseTrainer][INFO] - [Epoch 6/10, Iter 2127/3560] 0.4453916847705841, cross_entropy: 0.4453916847705841
2828
+ [2025-05-05 10:45:54,173][BaseTrainer][INFO] - [Epoch 6/10, Iter 2128/3560] 0.5247653126716614, cross_entropy: 0.5247653126716614
2829
+ [2025-05-05 10:45:54,438][BaseTrainer][INFO] - [Epoch 6/10, Iter 2129/3560] 0.652016282081604, cross_entropy: 0.652016282081604
2830
+ [2025-05-05 10:45:56,808][BaseTrainer][INFO] - [Epoch 6/10, Iter 2130/3560] 0.5358846187591553, cross_entropy: 0.5358846187591553
2831
+ [2025-05-05 10:45:57,116][BaseTrainer][INFO] - [Epoch 6/10, Iter 2131/3560] 0.5529372096061707, cross_entropy: 0.5529372096061707
2832
+ [2025-05-05 10:45:59,106][BaseTrainer][INFO] - [Epoch 6/10, Iter 2132/3560] 0.4861205220222473, cross_entropy: 0.4861205220222473
2833
+ [2025-05-05 10:45:59,394][BaseTrainer][INFO] - [Epoch 6/10, Iter 2133/3560] 0.4740895926952362, cross_entropy: 0.4740895926952362
2834
+ [2025-05-05 10:46:01,774][BaseTrainer][INFO] - [Epoch 6/10, Iter 2134/3560] 0.6038398146629333, cross_entropy: 0.6038398146629333
2835
+ [2025-05-05 10:46:02,041][BaseTrainer][INFO] - [Epoch 6/10, Iter 2135/3560] 0.5351663827896118, cross_entropy: 0.5351663827896118
2836
+ [2025-05-05 10:46:04,212][BaseTrainer][INFO] - [Epoch 6/10, Iter 2136/3560] 0.9830774664878845, cross_entropy: 0.9830774664878845
2837
+ [2025-05-05 10:48:17,279][BaseTrainer][INFO] - [Epoch 6/10] (train) 0.48459091782569885, cross_entropy: 0.48459091782569885
2838
+ [2025-05-05 10:48:17,280][BaseTrainer][INFO] - [Epoch 6/10] (validation) 1.528361439704895, cross_entropy: 1.528361439704895
2839
+ [2025-05-05 10:48:17,280][BaseTrainer][INFO] - [Epoch 6/10] (metrics) roc_auc: 0.9745447039604187
2840
+ [2025-05-05 10:48:17,492][BaseTrainer][INFO] - Save model: ./exp/20250505-094415/model/last.pth.
2841
+ [2025-05-05 10:48:21,428][BaseTrainer][INFO] - [Epoch 7/10, Iter 2137/3560] 0.19713538885116577, cross_entropy: 0.19713538885116577