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Started at: 08:26:32
nb-bert-base, 0.01, 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: 0.4520814206112515 - MAE: 0.5225460386897062
Validation loss : 0.29036622595142675 - MAE: 0.4251570786042909
Epoch: 1
Training loss: 0.31340767741203307 - MAE: 0.44215649435766985
Validation loss : 0.28575034238196706 - MAE: 0.41569773248030184
Epoch: 2
Training loss: 0.3222753794355826 - MAE: 0.4482420386031895
Validation loss : 0.2791566433938774 - MAE: 0.41044949469865605
Epoch: 3
Training loss: 0.31170422285795213 - MAE: 0.4404894774459134
Validation loss : 0.26857393134284663 - MAE: 0.4095893178930554
Epoch: 4
Training loss: 0.30783107768405565 - MAE: 0.43780263953840204
Validation loss : 0.2844375239030735 - MAE: 0.4235599637458984
Epoch: 5
Training loss: 0.3078566778789867 - MAE: 0.4378037838211321
Validation loss : 0.29385459342518366 - MAE: 0.4313887096188336
Epoch: 6
Training loss: 0.3158858593214642 - MAE: 0.44140884220024856
Validation loss : 0.2709046066612811 - MAE: 0.4100516239066872
Stopped after 6 epochs.
Prediction MAE: 0.4043
Finished at: 08:26:32
Time taken: 4509 s.
0 days 1 hours 15 minutes 9 seconds

 
 

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