Started at: 10:55:19
({'_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: 0.31682723969221116 - MAE: 0.4270551883918429
Validation loss : 0.17406331966905034 - MAE: 0.32230179369633777
Epoch: 1
Training loss: 0.16770198747515677 - MAE: 0.31259940333736164
Validation loss : 0.1586608391474275 - MAE: 0.30445839043374284
Epoch: 2
Training loss: 0.159769741743803 - MAE: 0.3024783775537543
Validation loss : 0.1531248894684455 - MAE: 0.2979603761303602
Epoch: 3
Training loss: 0.15299145340919496 - MAE: 0.2954564989999413
Validation loss : 0.14940124268040939 - MAE: 0.2937186717776503
Epoch: 4
Training loss: 0.14963373884558678 - MAE: 0.2927651877520682
Validation loss : 0.1465359816656393 - MAE: 0.28962546403058864
Epoch: 5
Training loss: 0.14846575662493705 - MAE: 0.2924354030478544
Validation loss : 0.14600852613939957 - MAE: 0.2901171886959917
Epoch: 6
Training loss: 0.1461155606806278 - MAE: 0.28910296909082894
Validation loss : 0.1443572162705309 - MAE: 0.2882029863669967
Epoch: 7
Training loss: 0.1435057543218136 - MAE: 0.28626437472780547
Validation loss : 0.14302697953055887 - MAE: 0.28601234103062984
Epoch: 8
Training loss: 0.14254434838891028 - MAE: 0.28481520755382117
Validation loss : 0.1440344860448557 - MAE: 0.28876987237318597
Epoch: 9
Training loss: 0.14220659375190736 - MAE: 0.2843890291073015
Validation loss : 0.14513540706213782 - MAE: 0.29083508437670147
Epoch: 10
Training loss: 0.14016222164034844 - MAE: 0.284439432952026
Validation loss : 0.14425752794041352 - MAE: 0.2893868117236209
Stopped after 10 epochs.
Prediction MAE: 0.2791
Finished at: 10:55:19
Time taken: 2407 s.
0 days 0 hours 40 minutes 7 seconds

 
 

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Started at: 11:37:16
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