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recipes/BirdCLEF2025/EfficientNetB0/exp/20250505-094415/log/20250505-094417/train.log
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[2025-05-05 10:17:04,271][BaseTrainer][INFO] - [Epoch 4/10, Iter 1070/3560] 0.923922061920166, cross_entropy: 0.923922061920166
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[2025-05-05 10:17:07,315][BaseTrainer][INFO] - [Epoch 4/10, Iter 1071/3560] 0.5892493724822998, cross_entropy: 0.5892493724822998
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[2025-05-05 10:17:07,581][BaseTrainer][INFO] - [Epoch 4/10, Iter 1072/3560] 0.680091381072998, cross_entropy: 0.680091381072998
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| 1761 |
[2025-05-05 10:17:04,271][BaseTrainer][INFO] - [Epoch 4/10, Iter 1070/3560] 0.923922061920166, cross_entropy: 0.923922061920166
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[2025-05-05 10:17:07,315][BaseTrainer][INFO] - [Epoch 4/10, Iter 1071/3560] 0.5892493724822998, cross_entropy: 0.5892493724822998
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[2025-05-05 10:17:07,581][BaseTrainer][INFO] - [Epoch 4/10, Iter 1072/3560] 0.680091381072998, cross_entropy: 0.680091381072998
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[2025-05-05 10:17:10,112][BaseTrainer][INFO] - [Epoch 4/10, Iter 1073/3560] 0.7616666555404663, cross_entropy: 0.7616666555404663
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[2025-05-05 10:21:03,891][BaseTrainer][INFO] - [Epoch 4/10, Iter 1244/3560] 0.8489357233047485, cross_entropy: 0.8489357233047485
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| 1936 |
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[2025-05-05 10:21:06,525][BaseTrainer][INFO] - [Epoch 4/10, Iter 1245/3560] 1.0373969078063965, cross_entropy: 1.0373969078063965
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| 1937 |
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[2025-05-05 10:21:06,817][BaseTrainer][INFO] - [Epoch 4/10, Iter 1246/3560] 0.956447958946228, cross_entropy: 0.956447958946228
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| 1938 |
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[2025-05-05 10:21:09,146][BaseTrainer][INFO] - [Epoch 4/10, Iter 1247/3560] 0.7457150220870972, cross_entropy: 0.7457150220870972
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| 1939 |
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[2025-05-05 10:21:09,462][BaseTrainer][INFO] - [Epoch 4/10, Iter 1248/3560] 1.0000942945480347, cross_entropy: 1.0000942945480347
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| 1940 |
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[2025-05-05 10:21:11,948][BaseTrainer][INFO] - [Epoch 4/10, Iter 1249/3560] 0.8226715326309204, cross_entropy: 0.8226715326309204
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| 1941 |
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[2025-05-05 10:21:12,212][BaseTrainer][INFO] - [Epoch 4/10, Iter 1250/3560] 0.6767368316650391, cross_entropy: 0.6767368316650391
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| 1942 |
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[2025-05-05 10:21:14,493][BaseTrainer][INFO] - [Epoch 4/10, Iter 1251/3560] 1.017385482788086, cross_entropy: 1.017385482788086
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| 1943 |
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[2025-05-05 10:21:14,781][BaseTrainer][INFO] - [Epoch 4/10, Iter 1252/3560] 0.808261513710022, cross_entropy: 0.808261513710022
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| 1944 |
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[2025-05-05 10:21:17,331][BaseTrainer][INFO] - [Epoch 4/10, Iter 1253/3560] 0.5483314990997314, cross_entropy: 0.5483314990997314
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| 1945 |
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[2025-05-05 10:21:17,618][BaseTrainer][INFO] - [Epoch 4/10, Iter 1254/3560] 0.8144645690917969, cross_entropy: 0.8144645690917969
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| 1946 |
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[2025-05-05 10:21:20,963][BaseTrainer][INFO] - [Epoch 4/10, Iter 1255/3560] 0.7630010843276978, cross_entropy: 0.7630010843276978
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| 1947 |
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[2025-05-05 10:21:21,259][BaseTrainer][INFO] - [Epoch 4/10, Iter 1256/3560] 0.8985854387283325, cross_entropy: 0.8985854387283325
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| 1948 |
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[2025-05-05 10:21:24,027][BaseTrainer][INFO] - [Epoch 4/10, Iter 1257/3560] 1.212235689163208, cross_entropy: 1.212235689163208
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| 1949 |
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[2025-05-05 10:21:24,320][BaseTrainer][INFO] - [Epoch 4/10, Iter 1258/3560] 0.6146963834762573, cross_entropy: 0.6146963834762573
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| 1950 |
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[2025-05-05 10:21:26,797][BaseTrainer][INFO] - [Epoch 4/10, Iter 1259/3560] 0.8111646175384521, cross_entropy: 0.8111646175384521
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| 1951 |
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[2025-05-05 10:21:27,089][BaseTrainer][INFO] - [Epoch 4/10, Iter 1260/3560] 0.9467697143554688, cross_entropy: 0.9467697143554688
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| 1952 |
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[2025-05-05 10:21:29,345][BaseTrainer][INFO] - [Epoch 4/10, Iter 1261/3560] 0.85439133644104, cross_entropy: 0.85439133644104
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| 1953 |
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[2025-05-05 10:21:29,619][BaseTrainer][INFO] - [Epoch 4/10, Iter 1262/3560] 0.4619506001472473, cross_entropy: 0.4619506001472473
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| 1954 |
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[2025-05-05 10:21:32,604][BaseTrainer][INFO] - [Epoch 4/10, Iter 1263/3560] 0.5650298595428467, cross_entropy: 0.5650298595428467
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| 1955 |
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[2025-05-05 10:21:32,896][BaseTrainer][INFO] - [Epoch 4/10, Iter 1264/3560] 1.0290653705596924, cross_entropy: 1.0290653705596924
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| 1956 |
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[2025-05-05 10:21:34,945][BaseTrainer][INFO] - [Epoch 4/10, Iter 1265/3560] 0.5661295652389526, cross_entropy: 0.5661295652389526
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| 1957 |
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[2025-05-05 10:21:35,212][BaseTrainer][INFO] - [Epoch 4/10, Iter 1266/3560] 0.9627948999404907, cross_entropy: 0.9627948999404907
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| 1958 |
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[2025-05-05 10:21:37,649][BaseTrainer][INFO] - [Epoch 4/10, Iter 1267/3560] 1.2093335390090942, cross_entropy: 1.2093335390090942
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| 1959 |
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[2025-05-05 10:21:37,914][BaseTrainer][INFO] - [Epoch 4/10, Iter 1268/3560] 0.7173517942428589, cross_entropy: 0.7173517942428589
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| 1960 |
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[2025-05-05 10:21:39,972][BaseTrainer][INFO] - [Epoch 4/10, Iter 1269/3560] 0.8432298898696899, cross_entropy: 0.8432298898696899
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| 1961 |
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[2025-05-05 10:21:40,408][BaseTrainer][INFO] - [Epoch 4/10, Iter 1270/3560] 1.0148866176605225, cross_entropy: 1.0148866176605225
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| 1962 |
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[2025-05-05 10:21:42,430][BaseTrainer][INFO] - [Epoch 4/10, Iter 1271/3560] 0.7038153409957886, cross_entropy: 0.7038153409957886
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| 1963 |
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[2025-05-05 10:21:42,754][BaseTrainer][INFO] - [Epoch 4/10, Iter 1272/3560] 0.5344034433364868, cross_entropy: 0.5344034433364868
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| 1964 |
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[2025-05-05 10:21:45,312][BaseTrainer][INFO] - [Epoch 4/10, Iter 1273/3560] 0.9705402255058289, cross_entropy: 0.9705402255058289
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| 1965 |
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[2025-05-05 10:21:45,578][BaseTrainer][INFO] - [Epoch 4/10, Iter 1274/3560] 0.7429501414299011, cross_entropy: 0.7429501414299011
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| 1966 |
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[2025-05-05 10:21:47,933][BaseTrainer][INFO] - [Epoch 4/10, Iter 1275/3560] 0.7290997505187988, cross_entropy: 0.7290997505187988
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| 1967 |
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[2025-05-05 10:21:48,221][BaseTrainer][INFO] - [Epoch 4/10, Iter 1276/3560] 1.1527020931243896, cross_entropy: 1.1527020931243896
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| 1968 |
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[2025-05-05 10:21:50,437][BaseTrainer][INFO] - [Epoch 4/10, Iter 1277/3560] 0.8721614480018616, cross_entropy: 0.8721614480018616
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| 1969 |
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[2025-05-05 10:21:50,727][BaseTrainer][INFO] - [Epoch 4/10, Iter 1278/3560] 0.6319366097450256, cross_entropy: 0.6319366097450256
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| 1970 |
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[2025-05-05 10:21:52,916][BaseTrainer][INFO] - [Epoch 4/10, Iter 1279/3560] 0.708784818649292, cross_entropy: 0.708784818649292
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| 1971 |
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[2025-05-05 10:21:53,206][BaseTrainer][INFO] - [Epoch 4/10, Iter 1280/3560] 0.6070729494094849, cross_entropy: 0.6070729494094849
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| 1972 |
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[2025-05-05 10:21:55,588][BaseTrainer][INFO] - [Epoch 4/10, Iter 1281/3560] 0.6029139757156372, cross_entropy: 0.6029139757156372
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| 1973 |
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[2025-05-05 10:21:55,880][BaseTrainer][INFO] - [Epoch 4/10, Iter 1282/3560] 0.921605110168457, cross_entropy: 0.921605110168457
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| 1974 |
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[2025-05-05 10:21:58,509][BaseTrainer][INFO] - [Epoch 4/10, Iter 1283/3560] 0.8638635873794556, cross_entropy: 0.8638635873794556
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| 1975 |
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[2025-05-05 10:21:58,774][BaseTrainer][INFO] - [Epoch 4/10, Iter 1284/3560] 0.6006143689155579, cross_entropy: 0.6006143689155579
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| 1976 |
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[2025-05-05 10:22:00,847][BaseTrainer][INFO] - [Epoch 4/10, Iter 1285/3560] 0.7897140979766846, cross_entropy: 0.7897140979766846
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| 1977 |
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[2025-05-05 10:22:01,137][BaseTrainer][INFO] - [Epoch 4/10, Iter 1286/3560] 0.9232199788093567, cross_entropy: 0.9232199788093567
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| 1978 |
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[2025-05-05 10:22:03,542][BaseTrainer][INFO] - [Epoch 4/10, Iter 1287/3560] 0.7998621463775635, cross_entropy: 0.7998621463775635
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| 1979 |
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[2025-05-05 10:22:03,807][BaseTrainer][INFO] - [Epoch 4/10, Iter 1288/3560] 0.5118143558502197, cross_entropy: 0.5118143558502197
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| 1980 |
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[2025-05-05 10:22:05,722][BaseTrainer][INFO] - [Epoch 4/10, Iter 1289/3560] 1.116137981414795, cross_entropy: 1.116137981414795
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| 1981 |
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[2025-05-05 10:22:06,015][BaseTrainer][INFO] - [Epoch 4/10, Iter 1290/3560] 0.8505192995071411, cross_entropy: 0.8505192995071411
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| 1982 |
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[2025-05-05 10:22:08,117][BaseTrainer][INFO] - [Epoch 4/10, Iter 1291/3560] 0.9362563490867615, cross_entropy: 0.9362563490867615
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| 1983 |
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[2025-05-05 10:22:08,781][BaseTrainer][INFO] - [Epoch 4/10, Iter 1292/3560] 1.3012040853500366, cross_entropy: 1.3012040853500366
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| 1984 |
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[2025-05-05 10:22:11,246][BaseTrainer][INFO] - [Epoch 4/10, Iter 1293/3560] 0.8413479924201965, cross_entropy: 0.8413479924201965
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| 1985 |
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[2025-05-05 10:22:11,918][BaseTrainer][INFO] - [Epoch 4/10, Iter 1294/3560] 0.6488914489746094, cross_entropy: 0.6488914489746094
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| 1986 |
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[2025-05-05 10:22:14,459][BaseTrainer][INFO] - [Epoch 4/10, Iter 1295/3560] 0.7767693400382996, cross_entropy: 0.7767693400382996
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| 1987 |
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[2025-05-05 10:22:14,763][BaseTrainer][INFO] - [Epoch 4/10, Iter 1296/3560] 0.9843876361846924, cross_entropy: 0.9843876361846924
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| 1988 |
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[2025-05-05 10:22:16,872][BaseTrainer][INFO] - [Epoch 4/10, Iter 1297/3560] 0.661198616027832, cross_entropy: 0.661198616027832
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| 1989 |
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[2025-05-05 10:22:17,510][BaseTrainer][INFO] - [Epoch 4/10, Iter 1298/3560] 0.47514307498931885, cross_entropy: 0.47514307498931885
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| 1990 |
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[2025-05-05 10:22:19,717][BaseTrainer][INFO] - [Epoch 4/10, Iter 1299/3560] 0.5647757053375244, cross_entropy: 0.5647757053375244
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| 1991 |
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[2025-05-05 10:22:20,043][BaseTrainer][INFO] - [Epoch 4/10, Iter 1300/3560] 1.2214417457580566, cross_entropy: 1.2214417457580566
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| 1992 |
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[2025-05-05 10:22:22,152][BaseTrainer][INFO] - [Epoch 4/10, Iter 1301/3560] 1.0310883522033691, cross_entropy: 1.0310883522033691
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| 1993 |
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[2025-05-05 10:22:22,489][BaseTrainer][INFO] - [Epoch 4/10, Iter 1302/3560] 1.087327241897583, cross_entropy: 1.087327241897583
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| 1994 |
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[2025-05-05 10:22:25,954][BaseTrainer][INFO] - [Epoch 4/10, Iter 1303/3560] 1.121657133102417, cross_entropy: 1.121657133102417
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| 1995 |
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[2025-05-05 10:22:26,240][BaseTrainer][INFO] - [Epoch 4/10, Iter 1304/3560] 0.6577877998352051, cross_entropy: 0.6577877998352051
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| 1996 |
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[2025-05-05 10:22:28,766][BaseTrainer][INFO] - [Epoch 4/10, Iter 1305/3560] 0.826896071434021, cross_entropy: 0.826896071434021
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| 1997 |
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[2025-05-05 10:22:29,031][BaseTrainer][INFO] - [Epoch 4/10, Iter 1306/3560] 0.6888371109962463, cross_entropy: 0.6888371109962463
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| 1998 |
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[2025-05-05 10:22:31,223][BaseTrainer][INFO] - [Epoch 4/10, Iter 1307/3560] 0.9926280379295349, cross_entropy: 0.9926280379295349
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| 1999 |
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[2025-05-05 10:22:31,702][BaseTrainer][INFO] - [Epoch 4/10, Iter 1308/3560] 1.1470403671264648, cross_entropy: 1.1470403671264648
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| 2000 |
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[2025-05-05 10:22:34,590][BaseTrainer][INFO] - [Epoch 4/10, Iter 1309/3560] 0.7138156890869141, cross_entropy: 0.7138156890869141
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| 2001 |
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[2025-05-05 10:22:34,896][BaseTrainer][INFO] - [Epoch 4/10, Iter 1310/3560] 0.7345199584960938, cross_entropy: 0.7345199584960938
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| 2002 |
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[2025-05-05 10:22:36,920][BaseTrainer][INFO] - [Epoch 4/10, Iter 1311/3560] 0.7815947532653809, cross_entropy: 0.7815947532653809
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| 2003 |
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[2025-05-05 10:22:37,209][BaseTrainer][INFO] - [Epoch 4/10, Iter 1312/3560] 0.8360550403594971, cross_entropy: 0.8360550403594971
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| 2004 |
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[2025-05-05 10:22:39,154][BaseTrainer][INFO] - [Epoch 4/10, Iter 1313/3560] 0.6864291429519653, cross_entropy: 0.6864291429519653
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| 2005 |
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[2025-05-05 10:22:39,458][BaseTrainer][INFO] - [Epoch 4/10, Iter 1314/3560] 1.1457064151763916, cross_entropy: 1.1457064151763916
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| 2006 |
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[2025-05-05 10:22:41,989][BaseTrainer][INFO] - [Epoch 4/10, Iter 1315/3560] 0.5005679130554199, cross_entropy: 0.5005679130554199
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| 2007 |
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[2025-05-05 10:22:42,277][BaseTrainer][INFO] - [Epoch 4/10, Iter 1316/3560] 1.0010855197906494, cross_entropy: 1.0010855197906494
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| 2008 |
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[2025-05-05 10:22:44,927][BaseTrainer][INFO] - [Epoch 4/10, Iter 1317/3560] 0.9111162424087524, cross_entropy: 0.9111162424087524
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| 2009 |
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[2025-05-05 10:22:45,216][BaseTrainer][INFO] - [Epoch 4/10, Iter 1318/3560] 0.7205959558486938, cross_entropy: 0.7205959558486938
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| 2010 |
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[2025-05-05 10:22:47,120][BaseTrainer][INFO] - [Epoch 4/10, Iter 1319/3560] 0.8417807817459106, cross_entropy: 0.8417807817459106
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| 2011 |
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[2025-05-05 10:22:47,410][BaseTrainer][INFO] - [Epoch 4/10, Iter 1320/3560] 1.0918762683868408, cross_entropy: 1.0918762683868408
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| 2012 |
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[2025-05-05 10:22:50,235][BaseTrainer][INFO] - [Epoch 4/10, Iter 1321/3560] 0.6915895342826843, cross_entropy: 0.6915895342826843
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| 2013 |
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[2025-05-05 10:22:50,528][BaseTrainer][INFO] - [Epoch 4/10, Iter 1322/3560] 0.9256160855293274, cross_entropy: 0.9256160855293274
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| 2014 |
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[2025-05-05 10:22:53,032][BaseTrainer][INFO] - [Epoch 4/10, Iter 1323/3560] 0.8401243686676025, cross_entropy: 0.8401243686676025
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| 2015 |
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[2025-05-05 10:22:53,322][BaseTrainer][INFO] - [Epoch 4/10, Iter 1324/3560] 0.864869236946106, cross_entropy: 0.864869236946106
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| 2016 |
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[2025-05-05 10:22:55,477][BaseTrainer][INFO] - [Epoch 4/10, Iter 1325/3560] 0.9773725271224976, cross_entropy: 0.9773725271224976
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| 2017 |
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[2025-05-05 10:22:55,845][BaseTrainer][INFO] - [Epoch 4/10, Iter 1326/3560] 0.4940560460090637, cross_entropy: 0.4940560460090637
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| 2018 |
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[2025-05-05 10:22:58,923][BaseTrainer][INFO] - [Epoch 4/10, Iter 1327/3560] 0.9156162142753601, cross_entropy: 0.9156162142753601
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| 2019 |
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[2025-05-05 10:22:59,211][BaseTrainer][INFO] - [Epoch 4/10, Iter 1328/3560] 0.6284229755401611, cross_entropy: 0.6284229755401611
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| 2020 |
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[2025-05-05 10:23:02,373][BaseTrainer][INFO] - [Epoch 4/10, Iter 1329/3560] 0.6658879518508911, cross_entropy: 0.6658879518508911
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| 2021 |
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[2025-05-05 10:23:02,659][BaseTrainer][INFO] - [Epoch 4/10, Iter 1330/3560] 0.7829940319061279, cross_entropy: 0.7829940319061279
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| 2022 |
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[2025-05-05 10:23:04,704][BaseTrainer][INFO] - [Epoch 4/10, Iter 1331/3560] 1.2260414361953735, cross_entropy: 1.2260414361953735
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| 2023 |
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[2025-05-05 10:23:04,995][BaseTrainer][INFO] - [Epoch 4/10, Iter 1332/3560] 0.5636383295059204, cross_entropy: 0.5636383295059204
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| 2024 |
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[2025-05-05 10:23:07,199][BaseTrainer][INFO] - [Epoch 4/10, Iter 1333/3560] 0.7236106395721436, cross_entropy: 0.7236106395721436
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| 2025 |
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[2025-05-05 10:23:07,688][BaseTrainer][INFO] - [Epoch 4/10, Iter 1334/3560] 0.9214601516723633, cross_entropy: 0.9214601516723633
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| 2026 |
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[2025-05-05 10:23:10,237][BaseTrainer][INFO] - [Epoch 4/10, Iter 1335/3560] 0.9234453439712524, cross_entropy: 0.9234453439712524
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| 2027 |
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[2025-05-05 10:23:10,502][BaseTrainer][INFO] - [Epoch 4/10, Iter 1336/3560] 0.8575884103775024, cross_entropy: 0.8575884103775024
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| 2028 |
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[2025-05-05 10:23:13,344][BaseTrainer][INFO] - [Epoch 4/10, Iter 1337/3560] 0.8278480768203735, cross_entropy: 0.8278480768203735
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| 2029 |
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[2025-05-05 10:23:14,146][BaseTrainer][INFO] - [Epoch 4/10, Iter 1338/3560] 0.6146209836006165, cross_entropy: 0.6146209836006165
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| 2030 |
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[2025-05-05 10:23:15,907][BaseTrainer][INFO] - [Epoch 4/10, Iter 1339/3560] 1.2576947212219238, cross_entropy: 1.2576947212219238
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| 2031 |
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[2025-05-05 10:23:16,550][BaseTrainer][INFO] - [Epoch 4/10, Iter 1340/3560] 0.530086100101471, cross_entropy: 0.530086100101471
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| 2032 |
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[2025-05-05 10:23:18,390][BaseTrainer][INFO] - [Epoch 4/10, Iter 1341/3560] 1.0969756841659546, cross_entropy: 1.0969756841659546
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| 2033 |
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[2025-05-05 10:23:19,377][BaseTrainer][INFO] - [Epoch 4/10, Iter 1342/3560] 0.7600744962692261, cross_entropy: 0.7600744962692261
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| 2034 |
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[2025-05-05 10:23:21,047][BaseTrainer][INFO] - [Epoch 4/10, Iter 1343/3560] 1.0131714344024658, cross_entropy: 1.0131714344024658
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| 2035 |
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[2025-05-05 10:23:21,654][BaseTrainer][INFO] - [Epoch 4/10, Iter 1344/3560] 1.0639135837554932, cross_entropy: 1.0639135837554932
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| 2036 |
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[2025-05-05 10:23:24,505][BaseTrainer][INFO] - [Epoch 4/10, Iter 1345/3560] 0.6721539497375488, cross_entropy: 0.6721539497375488
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| 2037 |
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[2025-05-05 10:23:24,794][BaseTrainer][INFO] - [Epoch 4/10, Iter 1346/3560] 0.915706992149353, cross_entropy: 0.915706992149353
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| 2038 |
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[2025-05-05 10:23:27,358][BaseTrainer][INFO] - [Epoch 4/10, Iter 1347/3560] 0.927222728729248, cross_entropy: 0.927222728729248
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| 2039 |
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[2025-05-05 10:23:27,662][BaseTrainer][INFO] - [Epoch 4/10, Iter 1348/3560] 0.8942705392837524, cross_entropy: 0.8942705392837524
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| 2040 |
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[2025-05-05 10:23:30,763][BaseTrainer][INFO] - [Epoch 4/10, Iter 1349/3560] 0.8869994878768921, cross_entropy: 0.8869994878768921
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| 2041 |
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[2025-05-05 10:23:31,057][BaseTrainer][INFO] - [Epoch 4/10, Iter 1350/3560] 0.7340854406356812, cross_entropy: 0.7340854406356812
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| 2042 |
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[2025-05-05 10:23:34,169][BaseTrainer][INFO] - [Epoch 4/10, Iter 1351/3560] 0.9691429734230042, cross_entropy: 0.9691429734230042
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| 2043 |
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[2025-05-05 10:23:34,436][BaseTrainer][INFO] - [Epoch 4/10, Iter 1352/3560] 0.6330143213272095, cross_entropy: 0.6330143213272095
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| 2044 |
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[2025-05-05 10:23:36,495][BaseTrainer][INFO] - [Epoch 4/10, Iter 1353/3560] 0.7237794995307922, cross_entropy: 0.7237794995307922
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| 2045 |
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[2025-05-05 10:23:36,799][BaseTrainer][INFO] - [Epoch 4/10, Iter 1354/3560] 0.8015373349189758, cross_entropy: 0.8015373349189758
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| 2046 |
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[2025-05-05 10:23:39,452][BaseTrainer][INFO] - [Epoch 4/10, Iter 1355/3560] 0.908489465713501, cross_entropy: 0.908489465713501
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[2025-05-05 10:27:24,389][BaseTrainer][INFO] - [Epoch 4/10] (train) 0.8150841593742371, cross_entropy: 0.8150841593742371
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[2025-05-05 10:27:25,039][BaseTrainer][INFO] - Save model: ./exp/20250505-094415/model/best_epoch.pth.
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