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Started at: 08:53:38 |
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nb-bert-base, 0.001, 320 |
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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: 0.5232093125581742 - MAE: 0.577175796848303 |
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Validation loss : 0.24680941019739425 - MAE: 0.3737264517741245 |
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Epoch: 1 |
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Training loss: 0.22182521671056749 - MAE: 0.3617469672238828 |
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Validation loss : 0.18106927829129355 - MAE: 0.33329890031003023 |
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Epoch: 2 |
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Training loss: 0.17927802801132203 - MAE: 0.322836395902206 |
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Validation loss : 0.17179396961416518 - MAE: 0.3232725764296223 |
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Epoch: 3 |
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Training loss: 0.16818829849362374 - MAE: 0.31218254200951356 |
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Validation loss : 0.16150868471179688 - MAE: 0.30974082318107593 |
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Epoch: 4 |
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Training loss: 0.16338684782385826 - MAE: 0.307377671065012 |
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Validation loss : 0.15682851203850337 - MAE: 0.3029868431548616 |
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Epoch: 5 |
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Training loss: 0.15928990244865418 - MAE: 0.30138638769739584 |
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Validation loss : 0.15434197975056513 - MAE: 0.30013179874724943 |
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Epoch: 6 |
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Training loss: 0.15700093284249306 - MAE: 0.2987656782697292 |
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Validation loss : 0.15234480159623282 - MAE: 0.2975052970352484 |
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Epoch: 7 |
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Training loss: 0.1577582947909832 - MAE: 0.2996505677171851 |
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Validation loss : 0.15100991193737304 - MAE: 0.29573719062577897 |
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Epoch: 8 |
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Training loss: 0.15404724441468715 - MAE: 0.2956406495971371 |
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Validation loss : 0.15031706541776657 - MAE: 0.2956823820252686 |
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Epoch: 9 |
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Training loss: 0.15285137481987476 - MAE: 0.29401895611067946 |
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Validation loss : 0.1492577525121825 - MAE: 0.2942113519087664 |
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Epoch: 10 |
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Training loss: 0.15287049673497677 - MAE: 0.29381234500198294 |
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Validation loss : 0.14956839701959065 - MAE: 0.2956814336113086 |
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Epoch: 11 |
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Training loss: 0.15209382846951486 - MAE: 0.2940015999660008 |
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Validation loss : 0.1488482728600502 - MAE: 0.29477521124384637 |
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Epoch: 12 |
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Training loss: 0.14788862094283103 - MAE: 0.288884180333347 |
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Validation loss : 0.14770041512591497 - MAE: 0.2931122009020718 |
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Epoch: 13 |
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Training loss: 0.1489444550126791 - MAE: 0.29098623448066246 |
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Validation loss : 0.147152093904359 - MAE: 0.2927249842922376 |
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Epoch: 14 |
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Training loss: 0.14717476181685923 - MAE: 0.2890514935851093 |
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Validation loss : 0.1464785635471344 - MAE: 0.29145838958996034 |
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Epoch: 15 |
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Training loss: 0.14695915952324867 - MAE: 0.2886756122039008 |
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Validation loss : 0.14657618318285262 - MAE: 0.2922686882020837 |
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Epoch: 16 |
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Training loss: 0.14572934694588185 - MAE: 0.28684060923232196 |
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Validation loss : 0.14594986821923936 - MAE: 0.29126959649846756 |
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Epoch: 17 |
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Training loss: 0.14512549489736556 - MAE: 0.28711717575079526 |
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Validation loss : 0.14578114237104142 - MAE: 0.2911451673368109 |
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Epoch: 18 |
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Training loss: 0.14541900716722012 - MAE: 0.28713926205336104 |
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Validation loss : 0.14526801769222533 - MAE: 0.29023733142555214 |
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Epoch: 19 |
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Training loss: 0.14438034892082213 - MAE: 0.2857431179212731 |
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Validation loss : 0.1459467155592782 - MAE: 0.29181114548893244 |
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Prediction MAE: 0.2797 |
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Finished at: 08:53:38 |
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Time taken: 1567 s. |
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0 days 0 hours 26 minutes 7 seconds |
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Preds: [[1.5063520669937134], [1.6960750818252563], [1.631636142730713], [1.6083126068115234], [1.659081220626831], [1.4854918718338013], [1.9086166620254517], [1.5206444263458252], [1.4299652576446533], [1.5063283443450928], [1.4410051107406616], [1.274181604385376], [1.4727685451507568], [1.3459901809692383], [1.3648135662078857], [1.561180830001831], [1.3681185245513916], [1.4452818632125854], [1.4273934364318848], [1.2037692070007324], [1.5422463417053223], [1.7853047847747803], [1.4077303409576416], [1.5296275615692139], [1.2786461114883423], [1.2491083145141602], [1.638009786605835], [1.6959753036499023], [1.4419901371002197], [1.3924446105957031], [1.5096300840377808], [1.2650421857833862], [1.4918922185897827], [1.4158499240875244], [1.2924948930740356], [1.4004902839660645], [1.3485689163208008], [1.5491180419921875], [1.2458149194717407], [1.4763115644454956], [1.3560905456542969], [1.2709476947784424], [1.539643406867981], [1.4903326034545898], [1.3757977485656738], 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