Started at: 16:47:13 nb-bert-base, 0.001, 128 ({'_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: 0.3211674815416336 - MAE: 0.43050889442825496 Validation loss : 0.17011426476871266 - MAE: 0.3182868112479769 Epoch: 1 Training loss: 0.1676739512383938 - MAE: 0.3128174295269125 Validation loss : 0.15711577148998485 - MAE: 0.30288625474990954 Epoch: 2 Training loss: 0.16074925452470779 - MAE: 0.30505208991793226 Validation loss : 0.15224149253438501 - MAE: 0.29741199591796025 Epoch: 3 Training loss: 0.15376607656478883 - MAE: 0.2960283221636555 Validation loss : 0.14967771794866114 - MAE: 0.29525018144397497 Epoch: 4 Training loss: 0.15107476785779 - MAE: 0.29479635191266035 Validation loss : 0.14622102195725722 - MAE: 0.28988063518034757 Epoch: 5 Training loss: 0.14845454767346383 - MAE: 0.2908094051374329 Validation loss : 0.14483271539211273 - MAE: 0.28878485930326336 Epoch: 6 Training loss: 0.1469292964041233 - MAE: 0.2894193336372531 Validation loss : 0.14388507078675664 - MAE: 0.28755274267308994 Epoch: 7 Training loss: 0.14546455055475235 - MAE: 0.2893174664939615 Validation loss : 0.14310433540274115 - MAE: 0.2867540477886474 Epoch: 8 Training loss: 0.14304511204361917 - MAE: 0.28596896352655493 Validation loss : 0.14294052080196493 - MAE: 0.2872696199373502 Epoch: 9 Training loss: 0.1416772884130478 - MAE: 0.2841209235577174 Validation loss : 0.14274786281235077 - MAE: 0.2866903104994522 Epoch: 10 Training loss: 0.14246169939637185 - MAE: 0.28403445007451666 Validation loss : 0.1409129311933237 - MAE: 0.28368576232045084 Epoch: 11 Training loss: 0.1399427442252636 - MAE: 0.2818834104484032 Validation loss : 0.1407699795330272 - MAE: 0.2841799400990187 Epoch: 12 Training loss: 0.13911797910928725 - MAE: 0.283223371625221 Validation loss : 0.14125200141878688 - MAE: 0.28508821991061767 Epoch: 13 Training loss: 0.1381088237464428 - MAE: 0.28154104573798827 Validation loss : 0.1415920029668247 - MAE: 0.28575567036208305 Stopped after 13 epochs. Prediction MAE: 0.2748 Finished at: 16:47:13 Time taken: 4779 s. 0 days 1 hours 19 minutes 39 seconds Preds: [[1.414025902748108], [1.6198173761367798], [1.6114035844802856], [1.6081435680389404], [1.5914438962936401], [1.5225709676742554], [1.9331411123275757], [1.4557524919509888], [1.4118945598602295], [1.5329477787017822], [1.4389375448226929], [1.2707574367523193], [1.4569849967956543], [1.3577395677566528], [1.345330834388733], [1.577966332435608], [1.3755840063095093], [1.3456733226776123], [1.4605283737182617], [1.2085331678390503], [1.5529979467391968], [1.794213891029358], [1.3854745626449585], [1.604366421699524], [1.26107656955719], [1.2345932722091675], [1.7955554723739624], [1.653823733329773], [1.4147874116897583], [1.402621865272522], [1.551841378211975], [1.2632334232330322], [1.4649666547775269], [1.4744137525558472], [1.26498281955719], [1.3411999940872192], [1.278026819229126], [1.5936013460159302], [1.2233591079711914], [1.478112816810608], [1.3724831342697144], 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