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Started at: 11:40:24 |
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nb-bert-base, 0.001, 512 |
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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: 0.6829635271659265 - MAE: 0.6693431870059429 |
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Validation loss : 0.5015756666660309 - MAE: 0.5997545175999092 |
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Epoch: 1 |
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Training loss: 0.26068564561697155 - MAE: 0.40026651290975057 |
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Validation loss : 0.2343240737915039 - MAE: 0.3639362216460188 |
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Epoch: 2 |
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Training loss: 0.20825687165443713 - MAE: 0.34524354469083296 |
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Validation loss : 0.20746740698814392 - MAE: 0.35860255150045284 |
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Epoch: 3 |
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Training loss: 0.1804403788768328 - MAE: 0.324681643823719 |
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Validation loss : 0.17072068750858307 - MAE: 0.3124492505853874 |
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Epoch: 4 |
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Training loss: 0.17333761086830726 - MAE: 0.3132351201497551 |
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Validation loss : 0.17095611095428467 - MAE: 0.31916315360789926 |
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Epoch: 5 |
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Training loss: 0.16724205017089844 - MAE: 0.3070826757836269 |
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Validation loss : 0.16323553621768952 - MAE: 0.30865708568301353 |
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Epoch: 6 |
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Training loss: 0.16199684257690722 - MAE: 0.3026997098344876 |
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Validation loss : 0.1614771842956543 - MAE: 0.3067986414590729 |
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Epoch: 7 |
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Training loss: 0.16401460537543663 - MAE: 0.3037438752420999 |
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Validation loss : 0.15994466841220856 - MAE: 0.30503234812758634 |
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Epoch: 8 |
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Training loss: 0.16340345602769119 - MAE: 0.30281380735994723 |
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Validation loss : 0.1587683379650116 - MAE: 0.3037075319625505 |
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Epoch: 9 |
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Training loss: 0.16126641172629136 - MAE: 0.3015211312899261 |
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Validation loss : 0.15727587938308715 - MAE: 0.30159571389132384 |
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Epoch: 10 |
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Training loss: 0.16030011841884026 - MAE: 0.29977143854425936 |
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Validation loss : 0.1565701872110367 - MAE: 0.30090318825320855 |
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Epoch: 11 |
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Training loss: 0.15990765392780304 - MAE: 0.3001817094076697 |
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Validation loss : 0.15565772354602814 - MAE: 0.29973778065557 |
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Epoch: 12 |
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Training loss: 0.15747033861967233 - MAE: 0.2969911949201895 |
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Validation loss : 0.15501231849193572 - MAE: 0.2991009715387324 |
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Epoch: 13 |
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Training loss: 0.15866013902884263 - MAE: 0.2974925745491436 |
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Validation loss : 0.15455043613910674 - MAE: 0.298642265264826 |
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Epoch: 14 |
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Training loss: 0.15624549755683312 - MAE: 0.29534914888328495 |
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Validation loss : 0.15433281362056733 - MAE: 0.2986108357413379 |
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Epoch: 15 |
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Training loss: 0.15603324541678795 - MAE: 0.2951994368480578 |
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Validation loss : 0.1534305989742279 - MAE: 0.2972280074655698 |
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Epoch: 16 |
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Training loss: 0.15464195150595444 - MAE: 0.2940797652071446 |
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Validation loss : 0.15260524451732635 - MAE: 0.29575102870976666 |
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Epoch: 17 |
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Training loss: 0.1543641434266017 - MAE: 0.2931998174008073 |
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Validation loss : 0.15271952152252197 - MAE: 0.29645292921958 |
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Epoch: 18 |
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Training loss: 0.15505598829342768 - MAE: 0.29452743047415114 |
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Validation loss : 0.15231834948062897 - MAE: 0.29597031674905394 |
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Epoch: 19 |
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Training loss: 0.1531683344107408 - MAE: 0.2934012395219041 |
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Validation loss : 0.15142863094806672 - MAE: 0.2942910222116812 |
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Prediction MAE: 0.2809 |
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Finished at: 11:40:24 |
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Time taken: 2017 s. |
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0 days 0 hours 33 minutes 37 seconds |
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Preds: [[1.5679941177368164], [1.6394098997116089], [1.6090848445892334], [1.640287160873413], [1.586600422859192], [1.4168721437454224], [1.5810835361480713], [1.3273767232894897], [1.3636749982833862], [1.3927668333053589], [1.2993396520614624], [1.2334758043289185], [1.3684924840927124], [1.25412118434906], [1.2775040864944458], [1.5653622150421143], [1.2513880729675293], [1.4920512437820435], [1.3458980321884155], [1.2577693462371826], [1.5107810497283936], [1.4397035837173462], [1.3428758382797241], [1.3483903408050537], [1.189611792564392], [1.1978694200515747], [1.5321166515350342], [1.4769421815872192], [1.3914579153060913], [1.3232091665267944], [1.5501625537872314], [1.3066561222076416], [1.5068411827087402], [1.4235752820968628], [1.2687708139419556], [1.2864996194839478], [1.1703276634216309], [1.5363578796386719], [1.264220952987671], [1.6004589796066284], [1.3604904413223267], [1.2403936386108398], [1.508653998374939], [1.3772319555282593], [1.4124475717544556], 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