File size: 56,527 Bytes
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Started at: 15:00:21
nb-bert-base, 0.005, 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: 2.1414138650894166 - MAE: 1.4058659323747902
Validation loss : 2.10803927315606 - MAE: 1.3898206451352686
Epoch: 1
Training loss: 2.0972593069076537 - MAE: 1.3910648475702572
Validation loss : 2.10803927315606 - MAE: 1.3898206451352686
Epoch: 2
Training loss: 2.0972593069076537 - MAE: 1.3910648475702572
Validation loss : 2.10803927315606 - MAE: 1.3898206451352686
Epoch: 3
Training loss: 2.0972593069076537 - MAE: 1.3910648475702572
Validation loss : 2.10803927315606 - MAE: 1.3898206451352686
Stopped after 3 epochs.
Prediction MAE: 1.3811
Finished at: 15:00:21
Time taken: 317 s.
0 days 0 hours 5 minutes 17 seconds
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