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Started at: 09:50:17 nb-bert-base, 0.001, 64 ({'_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: 0.2582416865560744 - MAE: 0.37947225695044484 Validation loss : 0.1635455173073393 - MAE: 0.3110491517398661 Epoch: 1 Training loss: 0.16106272955434492 - MAE: 0.3013588922425145 Validation loss : 0.15557559895696063 - MAE: 0.30050668306575834 Epoch: 2 Training loss: 0.15495470143628842 - MAE: 0.2955889167413265 Validation loss : 0.1551921604709192 - MAE: 0.29452050543601266 Epoch: 3 Training loss: 0.15183212577995628 - MAE: 0.2926895606129869 Validation loss : 0.15697873812733273 - MAE: 0.29536795510273695 Epoch: 4 Training loss: 0.15079305027470444 - MAE: 0.2918655737680265 Validation loss : 0.16038688498012948 - MAE: 0.29748381775815635 Epoch: 5 Training loss: 0.1489795818924904 - MAE: 0.2907857149496023 Validation loss : 0.15906145965511148 - MAE: 0.29660232101442935 Stopped after 5 epochs. Prediction MAE: 0.2767 Finished at: 09:50:17 Time taken: 688 s. 0 days 0 hours 11 minutes 28 seconds Preds: [[1.428031086921692], [1.580786108970642], [1.5214554071426392], [1.5483683347702026], [1.4063857793807983], [1.2618364095687866], [1.5286885499954224], [1.2729637622833252], [1.2813869714736938], [1.2698493003845215], [1.0863876342773438], [1.2029932737350464], [1.2678111791610718], [1.1925759315490723], [1.1726771593093872], [1.4812743663787842], [1.1537891626358032], [1.3639581203460693], [1.2943578958511353], [1.0866197347640991], [1.4879847764968872], [1.3498108386993408], [1.2423365116119385], [1.2393356561660767], [1.0809742212295532], [1.0978046655654907], [1.4350184202194214], [1.3589591979980469], [1.2528146505355835], [1.18224036693573], [1.4090934991836548], [1.1565613746643066], [1.6356855630874634], [1.290899634361267], [1.123855471611023], [1.1555172204971313], [1.0176606178283691], [1.3756016492843628], [1.163405179977417], [1.5135656595230103], 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