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Fine-tuned Bert for NSP Eval on Test set
2024-10-22 01:37:39,201 : 1432773973.py : run_eval : INFO : Epoch 1: F1: 0.8127807726864335, ACC: 0.8521939953810623
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2024-10-22 01:48:09,738 : 1432773973.py : run_eval : INFO : Epoch 2: F1: 0.7997248427672958, ACC: 0.8429561200923787
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2024-10-22 01:58:45,210 : 1432773973.py : run_eval : INFO : Epoch 3: F1: 0.8048349056603776, ACC: 0.8475750577367206
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2024-10-22 02:09:19,446 : 1432773973.py : run_eval : INFO : Epoch 4: F1: 0.8146619496855351, ACC: 0.8545034642032333
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2024-10-22 02:19:56,446 : 1432773973.py : run_eval : INFO : Epoch 5: F1: 0.8170204402515727, ACC: 0.8568129330254042
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2024-10-22 02:30:30,777 : 1432773973.py : run_eval : INFO : Epoch 6: F1: 0.8138757861635224, ACC: 0.8545034642032333
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2024-10-22 02:41:07,574 : 1432773973.py : run_eval : INFO : Epoch 7: F1: 0.812106918238994, ACC: 0.8545034642032333
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2024-10-22 02:51:49,611 : 1432773973.py : run_eval : INFO : Epoch 8: F1: 0.7613993710691827, ACC: 0.8106235565819861
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2024-10-22 03:02:24,074 : 1432773973.py : run_eval : INFO : Epoch 9: F1: 0.7613993710691827, ACC: 0.8106235565819861
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2024-10-22 03:13:00,350 : 1432773973.py : run_eval : INFO : Epoch 10: F1: 0.762735849056604, ACC: 0.8106235565819861
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2024-10-22 03:23:38,682 : 1432773973.py : run_eval : INFO : Epoch 11: F1: 0.7678459119496857, ACC: 0.815242494226328
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2024-10-22 03:34:16,291 : 1432773973.py : run_eval : INFO : Epoch 12: F1: 0.7702044025157234, ACC: 0.8175519630484989
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2024-10-22 03:44:53,882 : 1432773973.py : run_eval : INFO : Epoch 13: F1: 0.7733490566037736, ACC: 0.8198614318706697
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2024-10-22 03:55:30,175 : 1432773973.py : run_eval : INFO : Epoch 14: F1: 0.8253144654088056, ACC: 0.859122401847575
2024-10-22 03:55:31,096 : 3545064620.py : eval_pred : INFO : processing 0 lines
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2024-10-22 04:06:09,401 : 1432773973.py : run_eval : INFO : Epoch 15: F1: 0.8512578616352202, ACC: 0.8822170900692841
2024-10-22 04:06:10,200 : 3545064620.py : eval_pred : INFO : processing 0 lines
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2024-10-22 04:16:46,059 : 1432773973.py : run_eval : INFO : Epoch 16: F1: 0.854840521114106, ACC: 0.8822170900692841
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2024-10-22 04:27:23,300 : 1432773973.py : run_eval : INFO : Epoch 17: F1: 0.8838050314465412, ACC: 0.9076212471131639
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2024-10-22 04:38:03,929 : 1432773973.py : run_eval : INFO : Epoch 18: F1: 0.8726864330637918, ACC: 0.8983833718244804
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2024-10-22 04:48:44,876 : 1432773973.py : run_eval : INFO : Epoch 19: F1: 0.8730345911949688, ACC: 0.8983833718244804
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2024-10-22 04:59:23,109 : 1432773973.py : run_eval : INFO : Epoch 20: F1: 0.8715408805031448, ACC: 0.8983833718244804
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2024-10-22 05:10:03,502 : 1432773973.py : run_eval : INFO : Epoch 21: F1: 0.8924528301886795, ACC: 0.9145496535796767
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2024-10-22 05:20:42,099 : 1432773973.py : run_eval : INFO : Epoch 22: F1: 0.8855345911949688, ACC: 0.9099307159353349
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2024-10-22 05:31:21,682 : 1432773973.py : run_eval : INFO : Epoch 23: F1: 0.8943396226415098, ACC: 0.9168591224018475
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2024-10-22 05:41:58,924 : 1432773973.py : run_eval : INFO : Epoch 24: F1: 0.9056603773584907, ACC: 0.9260969976905312
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2024-10-22 05:52:40,464 : 1432773973.py : run_eval : INFO : Epoch 25: F1: 0.8946540880503149, ACC: 0.9191685912240185
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2024-10-22 06:03:19,425 : 1432773973.py : run_eval : INFO : Epoch 26: F1: 0.8949685534591199, ACC: 0.9191685912240185
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2024-10-22 06:13:57,748 : 1432773973.py : run_eval : INFO : Epoch 27: F1: 0.8934748427672958, ACC: 0.9168591224018475
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2024-10-22 06:24:35,864 : 1432773973.py : run_eval : INFO : Epoch 28: F1: 0.8882861635220128, ACC: 0.9122401847575058
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2024-10-22 06:35:12,615 : 1432773973.py : run_eval : INFO : Epoch 29: F1: 0.8860062893081764, ACC: 0.9099307159353349
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2024-10-22 06:45:53,188 : 1432773973.py : run_eval : INFO : Epoch 30: F1: 0.877044025157233, ACC: 0.9030023094688222
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2024-10-22 06:56:33,551 : 1432773973.py : run_eval : INFO : Epoch 31: F1: 0.8889937106918242, ACC: 0.9145496535796767
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2024-10-22 07:07:12,648 : 1432773973.py : run_eval : INFO : Epoch 32: F1: 0.9016509433962268, ACC: 0.9237875288683602
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Fine-tuned Bert for NSP Eval on Train set
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