File size: 1,883 Bytes
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Started at: 08:53:38
nb-bert-base, 0.001, 320
({'_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: 0.5232093125581742 - MAE: 0.577175796848303
Validation loss : 0.24680941019739425 - MAE: 0.3737264517741245
Epoch: 1
Training loss: 0.22182521671056749 - MAE: 0.3617469672238828
Validation loss : 0.18106927829129355 - MAE: 0.33329890031003023
Epoch: 2
Training loss: 0.17927802801132203 - MAE: 0.322836395902206
Validation loss : 0.17179396961416518 - MAE: 0.3232725764296223
Epoch: 3
Training loss: 0.16818829849362374 - MAE: 0.31218254200951356
Validation loss : 0.16150868471179688 - MAE: 0.30974082318107593
Epoch: 4
Training loss: 0.16338684782385826 - MAE: 0.307377671065012
Validation loss : 0.15682851203850337 - MAE: 0.3029868431548616
Epoch: 5
Training loss: 0.15928990244865418 - MAE: 0.30138638769739584
Validation loss : 0.15434197975056513 - MAE: 0.30013179874724943
Epoch: 6
Training loss: 0.15700093284249306 - MAE: 0.2987656782697292
Validation loss : 0.15234480159623282 - MAE: 0.2975052970352484
Epoch: 7
Training loss: 0.1577582947909832 - MAE: 0.2996505677171851
Validation loss : 0.15100991193737304 - MAE: 0.29573719062577897
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