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recipes/BirdCLEF2025/EfficientNetB0/exp/20250505-143631/log/20250505-143633/train.log CHANGED
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+ [2025-05-05 15:11:56,012][BaseTrainer][INFO] - [Epoch 4/10, Iter 1206/3560] 2.5160036087036133, cross_entropy: 2.5160036087036133
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+ [2025-05-05 15:11:58,613][BaseTrainer][INFO] - [Epoch 4/10, Iter 1208/3560] 2.365077495574951, cross_entropy: 2.365077495574951
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+ [2025-05-05 15:12:03,886][BaseTrainer][INFO] - [Epoch 4/10, Iter 1211/3560] 2.235055446624756, cross_entropy: 2.235055446624756
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+ [2025-05-05 15:12:04,166][BaseTrainer][INFO] - [Epoch 4/10, Iter 1212/3560] 3.0685436725616455, cross_entropy: 3.0685436725616455
1908
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1911
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1912
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1914
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1915
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+ [2025-05-05 15:12:14,909][BaseTrainer][INFO] - [Epoch 4/10, Iter 1221/3560] 3.401712417602539, cross_entropy: 3.401712417602539
1917
+ [2025-05-05 15:12:15,177][BaseTrainer][INFO] - [Epoch 4/10, Iter 1222/3560] 1.733614206314087, cross_entropy: 1.733614206314087
1918
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1920
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1921
+ [2025-05-05 15:12:19,990][BaseTrainer][INFO] - [Epoch 4/10, Iter 1226/3560] 1.7501544952392578, cross_entropy: 1.7501544952392578
1922
+ [2025-05-05 15:12:21,832][BaseTrainer][INFO] - [Epoch 4/10, Iter 1227/3560] 1.825523018836975, cross_entropy: 1.825523018836975
1923
+ [2025-05-05 15:12:22,159][BaseTrainer][INFO] - [Epoch 4/10, Iter 1228/3560] 1.8103535175323486, cross_entropy: 1.8103535175323486
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+ [2025-05-05 15:12:24,210][BaseTrainer][INFO] - [Epoch 4/10, Iter 1229/3560] 1.950027346611023, cross_entropy: 1.950027346611023
1925
+ [2025-05-05 15:12:24,489][BaseTrainer][INFO] - [Epoch 4/10, Iter 1230/3560] 1.3903155326843262, cross_entropy: 1.3903155326843262
1926
+ [2025-05-05 15:12:26,953][BaseTrainer][INFO] - [Epoch 4/10, Iter 1231/3560] 2.1027936935424805, cross_entropy: 2.1027936935424805
1927
+ [2025-05-05 15:12:27,233][BaseTrainer][INFO] - [Epoch 4/10, Iter 1232/3560] 2.238609790802002, cross_entropy: 2.238609790802002
1928
+ [2025-05-05 15:12:29,423][BaseTrainer][INFO] - [Epoch 4/10, Iter 1233/3560] 1.741667628288269, cross_entropy: 1.741667628288269
1929
+ [2025-05-05 15:12:29,705][BaseTrainer][INFO] - [Epoch 4/10, Iter 1234/3560] 3.309115409851074, cross_entropy: 3.309115409851074
1930
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1931
+ [2025-05-05 15:12:32,003][BaseTrainer][INFO] - [Epoch 4/10, Iter 1236/3560] 2.5552735328674316, cross_entropy: 2.5552735328674316
1932
+ [2025-05-05 15:12:34,522][BaseTrainer][INFO] - [Epoch 4/10, Iter 1237/3560] 2.2591476440429688, cross_entropy: 2.2591476440429688
1933
+ [2025-05-05 15:12:34,801][BaseTrainer][INFO] - [Epoch 4/10, Iter 1238/3560] 3.4114465713500977, cross_entropy: 3.4114465713500977
1934
+ [2025-05-05 15:12:37,411][BaseTrainer][INFO] - [Epoch 4/10, Iter 1239/3560] 3.2018699645996094, cross_entropy: 3.2018699645996094
1935
+ [2025-05-05 15:12:37,679][BaseTrainer][INFO] - [Epoch 4/10, Iter 1240/3560] 1.3608580827713013, cross_entropy: 1.3608580827713013
1936
+ [2025-05-05 15:12:39,877][BaseTrainer][INFO] - [Epoch 4/10, Iter 1241/3560] 2.9241652488708496, cross_entropy: 2.9241652488708496
1937
+ [2025-05-05 15:12:40,154][BaseTrainer][INFO] - [Epoch 4/10, Iter 1242/3560] 3.205639362335205, cross_entropy: 3.205639362335205
1938
+ [2025-05-05 15:12:42,779][BaseTrainer][INFO] - [Epoch 4/10, Iter 1243/3560] 3.158632755279541, cross_entropy: 3.158632755279541
1939
+ [2025-05-05 15:12:43,047][BaseTrainer][INFO] - [Epoch 4/10, Iter 1244/3560] 3.3403878211975098, cross_entropy: 3.3403878211975098
1940
+ [2025-05-05 15:12:45,473][BaseTrainer][INFO] - [Epoch 4/10, Iter 1245/3560] 2.2011055946350098, cross_entropy: 2.2011055946350098
1941
+ [2025-05-05 15:12:45,741][BaseTrainer][INFO] - [Epoch 4/10, Iter 1246/3560] 1.7340242862701416, cross_entropy: 1.7340242862701416
1942
+ [2025-05-05 15:12:48,044][BaseTrainer][INFO] - [Epoch 4/10, Iter 1247/3560] 3.3205575942993164, cross_entropy: 3.3205575942993164
1943
+ [2025-05-05 15:12:48,325][BaseTrainer][INFO] - [Epoch 4/10, Iter 1248/3560] 2.059034824371338, cross_entropy: 2.059034824371338
1944
+ [2025-05-05 15:12:50,667][BaseTrainer][INFO] - [Epoch 4/10, Iter 1249/3560] 2.440922260284424, cross_entropy: 2.440922260284424
1945
+ [2025-05-05 15:12:50,949][BaseTrainer][INFO] - [Epoch 4/10, Iter 1250/3560] 1.4869413375854492, cross_entropy: 1.4869413375854492
1946
+ [2025-05-05 15:12:53,142][BaseTrainer][INFO] - [Epoch 4/10, Iter 1251/3560] 1.647579312324524, cross_entropy: 1.647579312324524
1947
+ [2025-05-05 15:12:53,421][BaseTrainer][INFO] - [Epoch 4/10, Iter 1252/3560] 3.1381304264068604, cross_entropy: 3.1381304264068604
1948
+ [2025-05-05 15:12:55,456][BaseTrainer][INFO] - [Epoch 4/10, Iter 1253/3560] 1.7706260681152344, cross_entropy: 1.7706260681152344
1949
+ [2025-05-05 15:12:55,735][BaseTrainer][INFO] - [Epoch 4/10, Iter 1254/3560] 2.9904870986938477, cross_entropy: 2.9904870986938477
1950
+ [2025-05-05 15:12:58,694][BaseTrainer][INFO] - [Epoch 4/10, Iter 1255/3560] 2.3367185592651367, cross_entropy: 2.3367185592651367
1951
+ [2025-05-05 15:12:58,964][BaseTrainer][INFO] - [Epoch 4/10, Iter 1256/3560] 2.666869640350342, cross_entropy: 2.666869640350342
1952
+ [2025-05-05 15:13:01,309][BaseTrainer][INFO] - [Epoch 4/10, Iter 1257/3560] 3.403017044067383, cross_entropy: 3.403017044067383
1953
+ [2025-05-05 15:13:01,589][BaseTrainer][INFO] - [Epoch 4/10, Iter 1258/3560] 1.4646321535110474, cross_entropy: 1.4646321535110474
1954
+ [2025-05-05 15:13:04,178][BaseTrainer][INFO] - [Epoch 4/10, Iter 1259/3560] 2.1963789463043213, cross_entropy: 2.1963789463043213
1955
+ [2025-05-05 15:13:04,459][BaseTrainer][INFO] - [Epoch 4/10, Iter 1260/3560] 1.9803837537765503, cross_entropy: 1.9803837537765503
1956
+ [2025-05-05 15:13:06,513][BaseTrainer][INFO] - [Epoch 4/10, Iter 1261/3560] 2.0024380683898926, cross_entropy: 2.0024380683898926
1957
+ [2025-05-05 15:13:06,792][BaseTrainer][INFO] - [Epoch 4/10, Iter 1262/3560] 1.2867491245269775, cross_entropy: 1.2867491245269775
1958
+ [2025-05-05 15:13:09,791][BaseTrainer][INFO] - [Epoch 4/10, Iter 1263/3560] 2.1590511798858643, cross_entropy: 2.1590511798858643
1959
+ [2025-05-05 15:13:10,069][BaseTrainer][INFO] - [Epoch 4/10, Iter 1264/3560] 2.7224624156951904, cross_entropy: 2.7224624156951904
1960
+ [2025-05-05 15:13:11,811][BaseTrainer][INFO] - [Epoch 4/10, Iter 1265/3560] 3.311941623687744, cross_entropy: 3.311941623687744
1961
+ [2025-05-05 15:13:12,092][BaseTrainer][INFO] - [Epoch 4/10, Iter 1266/3560] 2.099912166595459, cross_entropy: 2.099912166595459
1962
+ [2025-05-05 15:13:14,184][BaseTrainer][INFO] - [Epoch 4/10, Iter 1267/3560] 3.522325277328491, cross_entropy: 3.522325277328491
1963
+ [2025-05-05 15:13:14,462][BaseTrainer][INFO] - [Epoch 4/10, Iter 1268/3560] 3.28896427154541, cross_entropy: 3.28896427154541
1964
+ [2025-05-05 15:13:16,198][BaseTrainer][INFO] - [Epoch 4/10, Iter 1269/3560] 3.1489410400390625, cross_entropy: 3.1489410400390625
1965
+ [2025-05-05 15:13:16,479][BaseTrainer][INFO] - [Epoch 4/10, Iter 1270/3560] 3.4091620445251465, cross_entropy: 3.4091620445251465
1966
+ [2025-05-05 15:13:18,329][BaseTrainer][INFO] - [Epoch 4/10, Iter 1271/3560] 2.8887529373168945, cross_entropy: 2.8887529373168945
1967
+ [2025-05-05 15:13:18,605][BaseTrainer][INFO] - [Epoch 4/10, Iter 1272/3560] 1.5349271297454834, cross_entropy: 1.5349271297454834
1968
+ [2025-05-05 15:13:21,056][BaseTrainer][INFO] - [Epoch 4/10, Iter 1273/3560] 3.5675277709960938, cross_entropy: 3.5675277709960938
1969
+ [2025-05-05 15:13:21,327][BaseTrainer][INFO] - [Epoch 4/10, Iter 1274/3560] 2.8568639755249023, cross_entropy: 2.8568639755249023
1970
+ [2025-05-05 15:13:23,684][BaseTrainer][INFO] - [Epoch 4/10, Iter 1275/3560] 1.7429499626159668, cross_entropy: 1.7429499626159668
1971
+ [2025-05-05 15:13:23,952][BaseTrainer][INFO] - [Epoch 4/10, Iter 1276/3560] 3.552605628967285, cross_entropy: 3.552605628967285
1972
+ [2025-05-05 15:13:26,219][BaseTrainer][INFO] - [Epoch 4/10, Iter 1277/3560] 2.81258487701416, cross_entropy: 2.81258487701416
1973
+ [2025-05-05 15:13:26,500][BaseTrainer][INFO] - [Epoch 4/10, Iter 1278/3560] 3.018764019012451, cross_entropy: 3.018764019012451
1974
+ [2025-05-05 15:13:28,292][BaseTrainer][INFO] - [Epoch 4/10, Iter 1279/3560] 1.55282723903656, cross_entropy: 1.55282723903656
1975
+ [2025-05-05 15:13:28,572][BaseTrainer][INFO] - [Epoch 4/10, Iter 1280/3560] 3.5025014877319336, cross_entropy: 3.5025014877319336
1976
+ [2025-05-05 15:13:30,500][BaseTrainer][INFO] - [Epoch 4/10, Iter 1281/3560] 1.8999829292297363, cross_entropy: 1.8999829292297363
1977
+ [2025-05-05 15:13:30,781][BaseTrainer][INFO] - [Epoch 4/10, Iter 1282/3560] 1.6325352191925049, cross_entropy: 1.6325352191925049
1978
+ [2025-05-05 15:13:33,073][BaseTrainer][INFO] - [Epoch 4/10, Iter 1283/3560] 2.4817042350769043, cross_entropy: 2.4817042350769043
1979
+ [2025-05-05 15:13:33,354][BaseTrainer][INFO] - [Epoch 4/10, Iter 1284/3560] 2.474245309829712, cross_entropy: 2.474245309829712
1980
+ [2025-05-05 15:13:35,208][BaseTrainer][INFO] - [Epoch 4/10, Iter 1285/3560] 2.2046141624450684, cross_entropy: 2.2046141624450684
1981
+ [2025-05-05 15:13:35,477][BaseTrainer][INFO] - [Epoch 4/10, Iter 1286/3560] 2.4302096366882324, cross_entropy: 2.4302096366882324
1982
+ [2025-05-05 15:13:37,375][BaseTrainer][INFO] - [Epoch 4/10, Iter 1287/3560] 1.9795843362808228, cross_entropy: 1.9795843362808228
1983
+ [2025-05-05 15:13:37,650][BaseTrainer][INFO] - [Epoch 4/10, Iter 1288/3560] 3.270685911178589, cross_entropy: 3.270685911178589
1984
+ [2025-05-05 15:13:39,265][BaseTrainer][INFO] - [Epoch 4/10, Iter 1289/3560] 2.9393310546875, cross_entropy: 2.9393310546875
1985
+ [2025-05-05 15:13:39,543][BaseTrainer][INFO] - [Epoch 4/10, Iter 1290/3560] 2.214401960372925, cross_entropy: 2.214401960372925
1986
+ [2025-05-05 15:13:42,010][BaseTrainer][INFO] - [Epoch 4/10, Iter 1291/3560] 3.251893997192383, cross_entropy: 3.251893997192383
1987
+ [2025-05-05 15:13:42,290][BaseTrainer][INFO] - [Epoch 4/10, Iter 1292/3560] 1.9848599433898926, cross_entropy: 1.9848599433898926
1988
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1989
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1990
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1991
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1992
+ [2025-05-05 15:13:50,016][BaseTrainer][INFO] - [Epoch 4/10, Iter 1297/3560] 1.6993701457977295, cross_entropy: 1.6993701457977295
1993
+ [2025-05-05 15:13:50,297][BaseTrainer][INFO] - [Epoch 4/10, Iter 1298/3560] 3.173520565032959, cross_entropy: 3.173520565032959
1994
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1995
+ [2025-05-05 15:13:52,840][BaseTrainer][INFO] - [Epoch 4/10, Iter 1300/3560] 2.999495029449463, cross_entropy: 2.999495029449463
1996
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1997
+ [2025-05-05 15:13:54,941][BaseTrainer][INFO] - [Epoch 4/10, Iter 1302/3560] 1.7149708271026611, cross_entropy: 1.7149708271026611
1998
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1999
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2000
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2001
+ [2025-05-05 15:14:00,533][BaseTrainer][INFO] - [Epoch 4/10, Iter 1306/3560] 2.903465747833252, cross_entropy: 2.903465747833252
2002
+ [2025-05-05 15:14:02,475][BaseTrainer][INFO] - [Epoch 4/10, Iter 1307/3560] 3.335566997528076, cross_entropy: 3.335566997528076
2003
+ [2025-05-05 15:14:02,754][BaseTrainer][INFO] - [Epoch 4/10, Iter 1308/3560] 1.7011966705322266, cross_entropy: 1.7011966705322266
2004
+ [2025-05-05 15:14:05,152][BaseTrainer][INFO] - [Epoch 4/10, Iter 1309/3560] 2.928408145904541, cross_entropy: 2.928408145904541
2005
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2006
+ [2025-05-05 15:14:07,193][BaseTrainer][INFO] - [Epoch 4/10, Iter 1311/3560] 2.733908176422119, cross_entropy: 2.733908176422119
2007
+ [2025-05-05 15:14:07,473][BaseTrainer][INFO] - [Epoch 4/10, Iter 1312/3560] 2.47275447845459, cross_entropy: 2.47275447845459
2008
+ [2025-05-05 15:14:09,123][BaseTrainer][INFO] - [Epoch 4/10, Iter 1313/3560] 2.8681955337524414, cross_entropy: 2.8681955337524414
2009
+ [2025-05-05 15:14:09,508][BaseTrainer][INFO] - [Epoch 4/10, Iter 1314/3560] 2.639420747756958, cross_entropy: 2.639420747756958
2010
+ [2025-05-05 15:14:12,155][BaseTrainer][INFO] - [Epoch 4/10, Iter 1315/3560] 3.64532732963562, cross_entropy: 3.64532732963562
2011
+ [2025-05-05 15:14:12,436][BaseTrainer][INFO] - [Epoch 4/10, Iter 1316/3560] 2.0209951400756836, cross_entropy: 2.0209951400756836
2012
+ [2025-05-05 15:14:15,118][BaseTrainer][INFO] - [Epoch 4/10, Iter 1317/3560] 2.4166383743286133, cross_entropy: 2.4166383743286133
2013
+ [2025-05-05 15:14:15,387][BaseTrainer][INFO] - [Epoch 4/10, Iter 1318/3560] 2.195803165435791, cross_entropy: 2.195803165435791
2014
+ [2025-05-05 15:14:17,323][BaseTrainer][INFO] - [Epoch 4/10, Iter 1319/3560] 1.8049834966659546, cross_entropy: 1.8049834966659546
2015
+ [2025-05-05 15:14:17,599][BaseTrainer][INFO] - [Epoch 4/10, Iter 1320/3560] 3.0410666465759277, cross_entropy: 3.0410666465759277
2016
+ [2025-05-05 15:14:20,386][BaseTrainer][INFO] - [Epoch 4/10, Iter 1321/3560] 2.7688162326812744, cross_entropy: 2.7688162326812744
2017
+ [2025-05-05 15:14:20,654][BaseTrainer][INFO] - [Epoch 4/10, Iter 1322/3560] 1.6770899295806885, cross_entropy: 1.6770899295806885
2018
+ [2025-05-05 15:14:23,283][BaseTrainer][INFO] - [Epoch 4/10, Iter 1323/3560] 1.977492332458496, cross_entropy: 1.977492332458496
2019
+ [2025-05-05 15:14:23,562][BaseTrainer][INFO] - [Epoch 4/10, Iter 1324/3560] 2.460780143737793, cross_entropy: 2.460780143737793
2020
+ [2025-05-05 15:14:25,594][BaseTrainer][INFO] - [Epoch 4/10, Iter 1325/3560] 3.3586106300354004, cross_entropy: 3.3586106300354004
2021
+ [2025-05-05 15:14:25,892][BaseTrainer][INFO] - [Epoch 4/10, Iter 1326/3560] 3.2181832790374756, cross_entropy: 3.2181832790374756
2022
+ [2025-05-05 15:14:28,252][BaseTrainer][INFO] - [Epoch 4/10, Iter 1327/3560] 1.5511776208877563, cross_entropy: 1.5511776208877563
2023
+ [2025-05-05 15:14:28,522][BaseTrainer][INFO] - [Epoch 4/10, Iter 1328/3560] 3.4175333976745605, cross_entropy: 3.4175333976745605
2024
+ [2025-05-05 15:14:31,650][BaseTrainer][INFO] - [Epoch 4/10, Iter 1329/3560] 3.3343968391418457, cross_entropy: 3.3343968391418457
2025
+ [2025-05-05 15:14:31,931][BaseTrainer][INFO] - [Epoch 4/10, Iter 1330/3560] 2.953960418701172, cross_entropy: 2.953960418701172
2026
+ [2025-05-05 15:14:33,763][BaseTrainer][INFO] - [Epoch 4/10, Iter 1331/3560] 2.4291141033172607, cross_entropy: 2.4291141033172607
2027
+ [2025-05-05 15:14:34,117][BaseTrainer][INFO] - [Epoch 4/10, Iter 1332/3560] 3.079061508178711, cross_entropy: 3.079061508178711
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+ [2025-05-05 15:14:35,746][BaseTrainer][INFO] - [Epoch 4/10, Iter 1333/3560] 1.8165234327316284, cross_entropy: 1.8165234327316284
2029
+ [2025-05-05 15:14:36,968][BaseTrainer][INFO] - [Epoch 4/10, Iter 1334/3560] 3.128716468811035, cross_entropy: 3.128716468811035
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+ [2025-05-05 15:14:38,683][BaseTrainer][INFO] - [Epoch 4/10, Iter 1335/3560] 2.7878670692443848, cross_entropy: 2.7878670692443848
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+ [2025-05-05 15:14:39,045][BaseTrainer][INFO] - [Epoch 4/10, Iter 1336/3560] 2.0814294815063477, cross_entropy: 2.0814294815063477
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+ [2025-05-05 15:14:41,397][BaseTrainer][INFO] - [Epoch 4/10, Iter 1337/3560] 3.2014193534851074, cross_entropy: 3.2014193534851074
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+ [2025-05-05 15:14:42,696][BaseTrainer][INFO] - [Epoch 4/10, Iter 1338/3560] 2.9951062202453613, cross_entropy: 2.9951062202453613
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+ [2025-05-05 15:14:43,966][BaseTrainer][INFO] - [Epoch 4/10, Iter 1339/3560] 3.4269180297851562, cross_entropy: 3.4269180297851562
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+ [2025-05-05 15:14:44,850][BaseTrainer][INFO] - [Epoch 4/10, Iter 1340/3560] 2.169527053833008, cross_entropy: 2.169527053833008
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+ [2025-05-05 15:14:46,535][BaseTrainer][INFO] - [Epoch 4/10, Iter 1341/3560] 2.0953311920166016, cross_entropy: 2.0953311920166016
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+ [2025-05-05 15:14:47,828][BaseTrainer][INFO] - [Epoch 4/10, Iter 1342/3560] 2.0653088092803955, cross_entropy: 2.0653088092803955
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+ [2025-05-05 15:14:49,033][BaseTrainer][INFO] - [Epoch 4/10, Iter 1343/3560] 3.4940247535705566, cross_entropy: 3.4940247535705566
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+ [2025-05-05 15:14:49,664][BaseTrainer][INFO] - [Epoch 4/10, Iter 1344/3560] 2.181654453277588, cross_entropy: 2.181654453277588
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+ [2025-05-05 15:14:52,167][BaseTrainer][INFO] - [Epoch 4/10, Iter 1345/3560] 2.494736671447754, cross_entropy: 2.494736671447754
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+ [2025-05-05 15:14:52,446][BaseTrainer][INFO] - [Epoch 4/10, Iter 1346/3560] 3.6577296257019043, cross_entropy: 3.6577296257019043
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+ [2025-05-05 15:15:00,161][BaseTrainer][INFO] - [Epoch 4/10, Iter 1351/3560] 2.242288112640381, cross_entropy: 2.242288112640381
2047
+ [2025-05-05 15:15:00,431][BaseTrainer][INFO] - [Epoch 4/10, Iter 1352/3560] 2.672475814819336, cross_entropy: 2.672475814819336
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+ [2025-05-05 15:15:07,316][BaseTrainer][INFO] - [Epoch 4/10, Iter 1358/3560] 3.216827392578125, cross_entropy: 3.216827392578125
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+ [2025-05-05 15:15:09,423][BaseTrainer][INFO] - [Epoch 4/10, Iter 1359/3560] 3.1774392127990723, cross_entropy: 3.1774392127990723
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+ [2025-05-05 15:15:09,706][BaseTrainer][INFO] - [Epoch 4/10, Iter 1360/3560] 1.9703171253204346, cross_entropy: 1.9703171253204346
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+ [2025-05-05 15:15:11,847][BaseTrainer][INFO] - [Epoch 4/10, Iter 1361/3560] 2.026622772216797, cross_entropy: 2.026622772216797
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+ [2025-05-05 15:15:12,125][BaseTrainer][INFO] - [Epoch 4/10, Iter 1362/3560] 2.6892480850219727, cross_entropy: 2.6892480850219727
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+ [2025-05-05 15:15:13,940][BaseTrainer][INFO] - [Epoch 4/10, Iter 1363/3560] 2.059218406677246, cross_entropy: 2.059218406677246
2059
+ [2025-05-05 15:15:14,221][BaseTrainer][INFO] - [Epoch 4/10, Iter 1364/3560] 2.4914512634277344, cross_entropy: 2.4914512634277344
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+ [2025-05-05 15:15:18,083][BaseTrainer][INFO] - [Epoch 4/10, Iter 1365/3560] 3.2654857635498047, cross_entropy: 3.2654857635498047
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+ [2025-05-05 15:15:18,362][BaseTrainer][INFO] - [Epoch 4/10, Iter 1366/3560] 2.0550925731658936, cross_entropy: 2.0550925731658936
2062
+ [2025-05-05 15:15:20,181][BaseTrainer][INFO] - [Epoch 4/10, Iter 1367/3560] 2.2856404781341553, cross_entropy: 2.2856404781341553
2063
+ [2025-05-05 15:15:20,449][BaseTrainer][INFO] - [Epoch 4/10, Iter 1368/3560] 3.5009098052978516, cross_entropy: 3.5009098052978516
2064
+ [2025-05-05 15:15:22,454][BaseTrainer][INFO] - [Epoch 4/10, Iter 1369/3560] 2.6854825019836426, cross_entropy: 2.6854825019836426
2065
+ [2025-05-05 15:15:22,728][BaseTrainer][INFO] - [Epoch 4/10, Iter 1370/3560] 2.0245378017425537, cross_entropy: 2.0245378017425537
2066
+ [2025-05-05 15:15:24,434][BaseTrainer][INFO] - [Epoch 4/10, Iter 1371/3560] 3.3762974739074707, cross_entropy: 3.3762974739074707
2067
+ [2025-05-05 15:15:24,709][BaseTrainer][INFO] - [Epoch 4/10, Iter 1372/3560] 1.8158525228500366, cross_entropy: 1.8158525228500366
2068
+ [2025-05-05 15:15:26,696][BaseTrainer][INFO] - [Epoch 4/10, Iter 1373/3560] 3.3689351081848145, cross_entropy: 3.3689351081848145
2069
+ [2025-05-05 15:15:26,974][BaseTrainer][INFO] - [Epoch 4/10, Iter 1374/3560] 3.3839898109436035, cross_entropy: 3.3839898109436035
2070
+ [2025-05-05 15:15:28,865][BaseTrainer][INFO] - [Epoch 4/10, Iter 1375/3560] 2.994638442993164, cross_entropy: 2.994638442993164
2071
+ [2025-05-05 15:15:29,144][BaseTrainer][INFO] - [Epoch 4/10, Iter 1376/3560] 1.8188399076461792, cross_entropy: 1.8188399076461792
2072
+ [2025-05-05 15:15:31,150][BaseTrainer][INFO] - [Epoch 4/10, Iter 1377/3560] 2.2486393451690674, cross_entropy: 2.2486393451690674
2073
+ [2025-05-05 15:15:31,418][BaseTrainer][INFO] - [Epoch 4/10, Iter 1378/3560] 1.6013083457946777, cross_entropy: 1.6013083457946777
2074
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2075
+ [2025-05-05 15:15:33,644][BaseTrainer][INFO] - [Epoch 4/10, Iter 1380/3560] 1.656473159790039, cross_entropy: 1.656473159790039
2076
+ [2025-05-05 15:15:36,196][BaseTrainer][INFO] - [Epoch 4/10, Iter 1381/3560] 1.750110387802124, cross_entropy: 1.750110387802124
2077
+ [2025-05-05 15:15:36,476][BaseTrainer][INFO] - [Epoch 4/10, Iter 1382/3560] 3.0177745819091797, cross_entropy: 3.0177745819091797
2078
+ [2025-05-05 15:15:38,409][BaseTrainer][INFO] - [Epoch 4/10, Iter 1383/3560] 3.085036039352417, cross_entropy: 3.085036039352417
2079
+ [2025-05-05 15:15:38,691][BaseTrainer][INFO] - [Epoch 4/10, Iter 1384/3560] 1.8474822044372559, cross_entropy: 1.8474822044372559
2080
+ [2025-05-05 15:15:40,686][BaseTrainer][INFO] - [Epoch 4/10, Iter 1385/3560] 1.313591718673706, cross_entropy: 1.313591718673706
2081
+ [2025-05-05 15:15:40,953][BaseTrainer][INFO] - [Epoch 4/10, Iter 1386/3560] 2.0774526596069336, cross_entropy: 2.0774526596069336
2082
+ [2025-05-05 15:15:42,940][BaseTrainer][INFO] - [Epoch 4/10, Iter 1387/3560] 2.4605588912963867, cross_entropy: 2.4605588912963867
2083
+ [2025-05-05 15:15:43,274][BaseTrainer][INFO] - [Epoch 4/10, Iter 1388/3560] 1.843888282775879, cross_entropy: 1.843888282775879
2084
+ [2025-05-05 15:15:45,872][BaseTrainer][INFO] - [Epoch 4/10, Iter 1389/3560] 1.722908854484558, cross_entropy: 1.722908854484558
2085
+ [2025-05-05 15:15:46,140][BaseTrainer][INFO] - [Epoch 4/10, Iter 1390/3560] 1.6267727613449097, cross_entropy: 1.6267727613449097
2086
+ [2025-05-05 15:15:48,064][BaseTrainer][INFO] - [Epoch 4/10, Iter 1391/3560] 2.0799636840820312, cross_entropy: 2.0799636840820312
2087
+ [2025-05-05 15:15:48,355][BaseTrainer][INFO] - [Epoch 4/10, Iter 1392/3560] 2.6303157806396484, cross_entropy: 2.6303157806396484
2088
+ [2025-05-05 15:15:50,951][BaseTrainer][INFO] - [Epoch 4/10, Iter 1393/3560] 2.119699478149414, cross_entropy: 2.119699478149414
2089
+ [2025-05-05 15:15:51,219][BaseTrainer][INFO] - [Epoch 4/10, Iter 1394/3560] 2.119288921356201, cross_entropy: 2.119288921356201
2090
+ [2025-05-05 15:15:53,649][BaseTrainer][INFO] - [Epoch 4/10, Iter 1395/3560] 2.8783533573150635, cross_entropy: 2.8783533573150635
2091
+ [2025-05-05 15:15:53,927][BaseTrainer][INFO] - [Epoch 4/10, Iter 1396/3560] 3.4948391914367676, cross_entropy: 3.4948391914367676
2092
+ [2025-05-05 15:15:56,292][BaseTrainer][INFO] - [Epoch 4/10, Iter 1397/3560] 1.6694068908691406, cross_entropy: 1.6694068908691406
2093
+ [2025-05-05 15:15:56,571][BaseTrainer][INFO] - [Epoch 4/10, Iter 1398/3560] 2.1162302494049072, cross_entropy: 2.1162302494049072
2094
+ [2025-05-05 15:15:58,558][BaseTrainer][INFO] - [Epoch 4/10, Iter 1399/3560] 1.605353832244873, cross_entropy: 1.605353832244873
2095
+ [2025-05-05 15:15:58,827][BaseTrainer][INFO] - [Epoch 4/10, Iter 1400/3560] 3.1454553604125977, cross_entropy: 3.1454553604125977
2096
+ [2025-05-05 15:16:01,095][BaseTrainer][INFO] - [Epoch 4/10, Iter 1401/3560] 2.7097461223602295, cross_entropy: 2.7097461223602295
2097
+ [2025-05-05 15:16:01,370][BaseTrainer][INFO] - [Epoch 4/10, Iter 1402/3560] 2.5805745124816895, cross_entropy: 2.5805745124816895
2098
+ [2025-05-05 15:16:03,927][BaseTrainer][INFO] - [Epoch 4/10, Iter 1403/3560] 1.65130615234375, cross_entropy: 1.65130615234375
2099
+ [2025-05-05 15:16:04,195][BaseTrainer][INFO] - [Epoch 4/10, Iter 1404/3560] 2.614305257797241, cross_entropy: 2.614305257797241
2100
+ [2025-05-05 15:16:06,043][BaseTrainer][INFO] - [Epoch 4/10, Iter 1405/3560] 2.144033670425415, cross_entropy: 2.144033670425415
2101
+ [2025-05-05 15:16:06,324][BaseTrainer][INFO] - [Epoch 4/10, Iter 1406/3560] 2.316707134246826, cross_entropy: 2.316707134246826
2102
+ [2025-05-05 15:16:08,161][BaseTrainer][INFO] - [Epoch 4/10, Iter 1407/3560] 2.737529993057251, cross_entropy: 2.737529993057251
2103
+ [2025-05-05 15:16:08,793][BaseTrainer][INFO] - [Epoch 4/10, Iter 1408/3560] 2.4596710205078125, cross_entropy: 2.4596710205078125
2104
+ [2025-05-05 15:16:10,202][BaseTrainer][INFO] - [Epoch 4/10, Iter 1409/3560] 3.0673742294311523, cross_entropy: 3.0673742294311523
2105
+ [2025-05-05 15:16:11,486][BaseTrainer][INFO] - [Epoch 4/10, Iter 1410/3560] 3.1811890602111816, cross_entropy: 3.1811890602111816
2106
+ [2025-05-05 15:16:12,320][BaseTrainer][INFO] - [Epoch 4/10, Iter 1411/3560] 3.1861891746520996, cross_entropy: 3.1861891746520996
2107
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2108
+ [2025-05-05 15:16:14,620][BaseTrainer][INFO] - [Epoch 4/10, Iter 1413/3560] 2.4471359252929688, cross_entropy: 2.4471359252929688
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2110
+ [2025-05-05 15:16:18,033][BaseTrainer][INFO] - [Epoch 4/10, Iter 1415/3560] 3.284776210784912, cross_entropy: 3.284776210784912
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+ [2025-05-05 15:16:18,369][BaseTrainer][INFO] - [Epoch 4/10, Iter 1416/3560] 2.574079990386963, cross_entropy: 2.574079990386963
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+ [2025-05-05 15:18:25,281][BaseTrainer][INFO] - [Epoch 4/10] (train) 2.4670302867889404, cross_entropy: 2.4670302867889404
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+ [2025-05-05 15:18:25,282][BaseTrainer][INFO] - [Epoch 4/10] (metrics) roc_auc: 0.9645835161209106
2123
+ [2025-05-05 15:18:25,508][BaseTrainer][INFO] - Save model: ./exp/20250505-143631/model/best_epoch.pth.
2124
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2125
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+ [2025-05-05 15:18:34,641][BaseTrainer][INFO] - [Epoch 5/10, Iter 1429/3560] 1.517761468887329, cross_entropy: 1.517761468887329
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+ [2025-05-05 15:18:34,921][BaseTrainer][INFO] - [Epoch 5/10, Iter 1430/3560] 2.755610227584839, cross_entropy: 2.755610227584839