Started at: 18:07:27 nb-bert-base, 0.001, 256 ({'_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'}, {}) Epoch: 0 Training loss: 0.46166665077209473 - MAE: 0.532284292943485 Validation loss : 0.21881521575980717 - MAE: 0.35093047126771504 Epoch: 1 Training loss: 0.19428934633731842 - MAE: 0.3369849436358454 Validation loss : 0.17015555004278818 - MAE: 0.3188480005836794 Epoch: 2 Training loss: 0.17059184610843658 - MAE: 0.3135526208759563 Validation loss : 0.16331283085876042 - MAE: 0.3111560966605882 Epoch: 3 Training loss: 0.1648101744055748 - MAE: 0.30816099238754846 Validation loss : 0.15740243097146353 - MAE: 0.3036171154612899 Epoch: 4 Training loss: 0.16064140915870667 - MAE: 0.3034752969970701 Validation loss : 0.1544146024518543 - MAE: 0.3000950328112062 Epoch: 5 Training loss: 0.15893334209918974 - MAE: 0.30019076958852603 Validation loss : 0.15207635197374555 - MAE: 0.2973798486881051 Epoch: 6 Training loss: 0.15733025580644608 - MAE: 0.298333740307608 Validation loss : 0.15064537939098147 - MAE: 0.2956621068139803 Epoch: 7 Training loss: 0.1533995896577835 - MAE: 0.2953341499795722 Validation loss : 0.14883457786507076 - MAE: 0.2933132114117648 Epoch: 8 Training loss: 0.15376180291175842 - MAE: 0.2940413396593056 Validation loss : 0.1487489938735962 - MAE: 0.29380870235239887 Epoch: 9 Training loss: 0.1510305792093277 - MAE: 0.2921084560611642 Validation loss : 0.14708556234836578 - MAE: 0.2915289821381632 Epoch: 10 Training loss: 0.15110637426376342 - MAE: 0.2922121841602223 Validation loss : 0.14670881297853258 - MAE: 0.2911653635264904 Epoch: 11 Training loss: 0.1488349175453186 - MAE: 0.2889507358141949 Validation loss : 0.14464906023608315 - MAE: 0.28820148464954054 Epoch: 12 Training loss: 0.14891418755054475 - MAE: 0.29070937547388537 Validation loss : 0.14401954164107642 - MAE: 0.2873828016254966 Epoch: 13 Training loss: 0.1495919942855835 - MAE: 0.2898801773120928 Validation loss : 0.14271563208765453 - MAE: 0.2851468490550366 Epoch: 14 Training loss: 0.14855773389339447 - MAE: 0.28958241262300716 Validation loss : 0.14220061318741906 - MAE: 0.2845612303188776 Epoch: 15 Training loss: 0.14888249456882477 - MAE: 0.2899555840495182 Validation loss : 0.1420163835088412 - MAE: 0.2840199988754225 Epoch: 16 Training loss: 0.14737528800964356 - MAE: 0.2884658645299053 Validation loss : 0.14170359654559028 - MAE: 0.28285520851160917 Epoch: 17 Training loss: 0.14756221681833268 - MAE: 0.2894349343213634 Validation loss : 0.14145300537347794 - MAE: 0.28289574169003384 Epoch: 18 Training loss: 0.14682800233364104 - MAE: 0.288245846442026 Validation loss : 0.14125067657894558 - MAE: 0.2821163701519336 Epoch: 19 Training loss: 0.14368731707334517 - MAE: 0.2856022917832621 Validation loss : 0.1415682186683019 - MAE: 0.2820369618412293 Prediction MAE: 0.2689 Finished at: 18:07:27 Time taken: 6693 s. 0 days 1 hours 51 minutes 33 seconds Preds: [[1.2980321645736694], [1.6175799369812012], [1.5542696714401245], [1.5156594514846802], [1.5626091957092285], [1.4161372184753418], [1.8203308582305908], [1.3987793922424316], [1.3220728635787964], [1.427398681640625], [1.3580446243286133], [1.2268245220184326], [1.3543519973754883], [1.2788910865783691], [1.2557048797607422], [1.4867035150527954], [1.284725308418274], 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