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Started at: 10:30:17 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: 0.47940237939357755 - MAE: 0.5434171712030036 Validation loss : 0.23652320272392696 - MAE: 0.36585742989414266 Epoch: 1 Training loss: 0.19740469574928285 - MAE: 0.3411209507189351 Validation loss : 0.1725800467862023 - MAE: 0.3144852905041802 Epoch: 2 Training loss: 0.17109984636306763 - MAE: 0.3128534143375846 Validation loss : 0.16326186226473915 - MAE: 0.30687719294438875 Epoch: 3 Training loss: 0.16422436118125916 - MAE: 0.30485287376578113 Validation loss : 0.16014324128627777 - MAE: 0.3049535582779377 Epoch: 4 Training loss: 0.16267379015684127 - MAE: 0.3022380635677996 Validation loss : 0.1582481645875507 - MAE: 0.3032693708849441 Epoch: 5 Training loss: 0.16067761451005935 - MAE: 0.30131915324107467 Validation loss : 0.1568084243271086 - MAE: 0.3019273425213427 Epoch: 6 Training loss: 0.15667623430490493 - MAE: 0.29712363202431746 Validation loss : 0.1547286965780788 - MAE: 0.298546701036528 Epoch: 7 Training loss: 0.15718585073947908 - MAE: 0.2974300979537428 Validation loss : 0.1539307576086786 - MAE: 0.2980814362265448 Epoch: 8 Training loss: 0.15291019290685653 - MAE: 0.29303670151400624 Validation loss : 0.1535865076714092 - MAE: 0.2982686715681697 Epoch: 9 Training loss: 0.15521344304084778 - MAE: 0.29492937333944125 Validation loss : 0.1528200540277693 - MAE: 0.29709660292160345 Epoch: 10 Training loss: 0.1533287388086319 - MAE: 0.2937649839701093 Validation loss : 0.15205161107911003 - MAE: 0.2960053508684892 Epoch: 11 Training loss: 0.1523037502169609 - MAE: 0.2920799676662576 Validation loss : 0.15153188506762186 - MAE: 0.2956201504833244 Epoch: 12 Training loss: 0.15251484006643296 - MAE: 0.2920164276458986 Validation loss : 0.1513606756925583 - MAE: 0.2959255912992334 Epoch: 13 Training loss: 0.15158091008663177 - MAE: 0.2921574382180624 Validation loss : 0.15118350088596344 - MAE: 0.2959302312369976 Epoch: 14 Training loss: 0.15188901841640473 - MAE: 0.2916754215403849 Validation loss : 0.15076235019498402 - MAE: 0.295445874231345 Epoch: 15 Training loss: 0.1504104283452034 - MAE: 0.2906248577366968 Validation loss : 0.14995380325449836 - MAE: 0.2940183973699766 Epoch: 16 Training loss: 0.14938753724098205 - MAE: 0.2893151198584333 Validation loss : 0.14919970598485735 - MAE: 0.2926672756577582 Epoch: 17 Training loss: 0.14956610560417175 - MAE: 0.2899769703078993 Validation loss : 0.14881501843531927 - MAE: 0.2919988212149979 Epoch: 18 Training loss: 0.14946476131677627 - MAE: 0.28843070296425904 Validation loss : 0.1484667675362693 - MAE: 0.2908643244420066 Epoch: 19 Training loss: 0.14946968108415604 - MAE: 0.28905360361228055 Validation loss : 0.14828351140022278 - MAE: 0.29117982184907965 Prediction MAE: 0.2755 Finished at: 10:30:17 Time taken: 2080 s. 0 days 0 hours 34 minutes 40 seconds Preds: [[1.5467610359191895], [1.6820091009140015], [1.6123977899551392], [1.622390627861023], [1.545021414756775], [1.3592191934585571], [1.6309620141983032], [1.348907232284546], [1.3571678400039673], [1.372646689414978], [1.2621759176254272], [1.2885677814483643], [1.344749093055725], [1.2524843215942383], [1.2619613409042358], [1.545980453491211], [1.2538009881973267], 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