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Started at: 12:15:47 |
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nb-bert-base, 0.001, 128 |
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({'_name_or_path': '/disk4/folder1/working/checkpoints/huggingface/native_pytorch/step4_8/', 'attention_probs_dropout_prob': 0.1, 'directionality': 'bidi', 'gradient_checkpointing': False, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'layer_norm_eps': 1e-12, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'pad_token_id': 0, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'position_embedding_type': 'absolute', 'type_vocab_size': 2, 'vocab_size': 119547, '_commit_hash': '82b194c0b3ea1fcad65f1eceee04adb26f9f71ac'}, {}) |
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Epoch: 0 |
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Training loss: 0.31982501298189164 - MAE: 0.4287338867738713 |
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Validation loss : 0.16746729612350464 - MAE: 0.31536104399438897 |
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Epoch: 1 |
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Training loss: 0.16691179797053338 - MAE: 0.3121238207010245 |
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Validation loss : 0.15773158739594853 - MAE: 0.3046954138541735 |
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Epoch: 2 |
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Training loss: 0.15689186841249467 - MAE: 0.3008464796601783 |
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Validation loss : 0.15233191146570094 - MAE: 0.29779621490764496 |
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Epoch: 3 |
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Training loss: 0.15314741998910905 - MAE: 0.296528327871902 |
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Validation loss : 0.1497987894450917 - MAE: 0.29459793118874833 |
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Epoch: 4 |
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Training loss: 0.14834036141633988 - MAE: 0.2910206240007747 |
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Validation loss : 0.1474542622180546 - MAE: 0.2915430406480437 |
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Epoch: 5 |
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Training loss: 0.14879375964403152 - MAE: 0.2913913004246226 |
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Validation loss : 0.14557460432543473 - MAE: 0.2891730110373066 |
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Epoch: 6 |
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Training loss: 0.14662521675229073 - MAE: 0.2886886095421301 |
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Validation loss : 0.14476492475060856 - MAE: 0.28795673596095495 |
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Epoch: 7 |
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Training loss: 0.14347930431365966 - MAE: 0.2869532495194668 |
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Validation loss : 0.1444830390460351 - MAE: 0.2884910243549571 |
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Epoch: 8 |
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Training loss: 0.14114041782915593 - MAE: 0.2831716332297515 |
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Validation loss : 0.14459675462806926 - MAE: 0.28917789765778673 |
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Epoch: 9 |
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Training loss: 0.1433439274132252 - MAE: 0.2865429012477346 |
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Validation loss : 0.14251315286930868 - MAE: 0.2853422469518363 |
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Epoch: 10 |
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Training loss: 0.1406331904232502 - MAE: 0.28132702192119613 |
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Validation loss : 0.14170135689132354 - MAE: 0.2838292713935197 |
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Epoch: 11 |
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Training loss: 0.14126647457480432 - MAE: 0.28410774431585517 |
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Validation loss : 0.1421863292069996 - MAE: 0.2853570444611879 |
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Epoch: 12 |
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Training loss: 0.13998315826058388 - MAE: 0.282938143440139 |
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Validation loss : 0.1432714159874355 - MAE: 0.2874122980672003 |
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Epoch: 13 |
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Training loss: 0.1395747384428978 - MAE: 0.2831718714019129 |
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Validation loss : 0.14076389372348785 - MAE: 0.283541297177118 |
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Epoch: 14 |
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Training loss: 0.139395814538002 - MAE: 0.2820615278357802 |
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Validation loss : 0.14124228147899404 - MAE: 0.2840655921472793 |
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Epoch: 15 |
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Training loss: 0.13893909364938736 - MAE: 0.2813219249611208 |
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Validation loss : 0.14090614897363327 - MAE: 0.28337267339203553 |
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Epoch: 16 |
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Training loss: 0.13667221195995807 - MAE: 0.2798708262184894 |
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Validation loss : 0.1410018792923759 - MAE: 0.28405206558857765 |
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Epoch: 17 |
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Training loss: 0.1390529003739357 - MAE: 0.28176773374578945 |
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Validation loss : 0.14025050270206788 - MAE: 0.28225801732557393 |
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Epoch: 18 |
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Training loss: 0.1358387277275324 - MAE: 0.27852191472518834 |
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Validation loss : 0.1396678024355103 - MAE: 0.28191398133286427 |
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Epoch: 19 |
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Training loss: 0.13712105110287667 - MAE: 0.2798398863373334 |
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Validation loss : 0.1394385651630514 - MAE: 0.28165905956401077 |
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Prediction MAE: 0.2700 |
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Finished at: 12:15:47 |
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Time taken: 3282 s. |
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0 days 0 hours 54 minutes 42 seconds |
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Preds: [[1.5099538564682007], [1.6160167455673218], [1.5686397552490234], [1.6006312370300293], [1.5228431224822998], [1.4393411874771118], [1.9087162017822266], [1.4544830322265625], [1.4028820991516113], [1.4818321466445923], [1.3962708711624146], [1.2626633644104004], [1.5719120502471924], [1.3208987712860107], [1.2848682403564453], [1.5712764263153076], [1.3577425479888916], [1.3831281661987305], [1.396672248840332], [1.17779541015625], [1.5271034240722656], [1.7508699893951416], [1.341688632965088], [1.5610262155532837], [1.200753927230835], [1.2311097383499146], [1.6558380126953125], [1.6237335205078125], [1.375740885734558], [1.3397536277770996], [1.4767506122589111], [1.2622958421707153], [1.5720549821853638], [1.4225869178771973], [1.2984843254089355], [1.2785067558288574], [1.2385754585266113], [1.5308558940887451], [1.2395997047424316], [1.4343057870864868], [1.3044991493225098], [1.1960928440093994], [1.4687896966934204], [1.4555742740631104], [1.377615213394165], 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Started at: 14:45:45 |
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nb-bert-base, 0.001, 128 |
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({'_name_or_path': '/disk4/folder1/working/checkpoints/huggingface/native_pytorch/step4_8/', 'attention_probs_dropout_prob': 0.1, 'directionality': 'bidi', 'gradient_checkpointing': False, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'layer_norm_eps': 1e-12, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'pad_token_id': 0, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'position_embedding_type': 'absolute', 'type_vocab_size': 2, 'vocab_size': 119547, '_commit_hash': '82b194c0b3ea1fcad65f1eceee04adb26f9f71ac'}, {}) |
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Epoch: 0 |
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Training loss: 0.31982501298189164 - MAE: 0.4287338867738713 |
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Validation loss : 0.16746729612350464 - MAE: 0.31536104399438897 |
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Epoch: 1 |
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Training loss: 0.16691179797053338 - MAE: 0.3121238207010245 |
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Validation loss : 0.15773158739594853 - MAE: 0.3046954138541735 |
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Epoch: 2 |
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Training loss: 0.15689186841249467 - MAE: 0.3008464796601783 |
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Validation loss : 0.15233191146570094 - MAE: 0.29779621490764496 |
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Epoch: 3 |
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Training loss: 0.15314741998910905 - MAE: 0.296528327871902 |
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Validation loss : 0.1497987894450917 - MAE: 0.29459793118874833 |
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Epoch: 4 |
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Training loss: 0.14834036141633988 - MAE: 0.2910206240007747 |
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Validation loss : 0.1474542622180546 - MAE: 0.2915430406480437 |
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Epoch: 5 |
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Training loss: 0.14879375964403152 - MAE: 0.2913913004246226 |
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Validation loss : 0.14557460432543473 - MAE: 0.2891730110373066 |
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Epoch: 6 |
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