Started at: 12:25:48
nb-bert-base, 5e-06, 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: 0.6139226149428975 - MAE: 0.6256533578877125
Validation loss : 0.38856891581886693 - MAE: 0.5055659858766396
Epoch: 1
Training loss: 0.35679552988572555 - MAE: 0.47769355546848036
Validation loss : 0.2988674891622443 - MAE: 0.427160547565342
Epoch: 2
Training loss: 0.2514720949259671 - MAE: 0.3919834602387325
Validation loss : 0.20192746033794 - MAE: 0.35617145796178046
Epoch: 3
Training loss: 0.18519783670252019 - MAE: 0.34110099718701625
Validation loss : 0.16307617410233147 - MAE: 0.31849970460916255
Epoch: 4
Training loss: 0.15608852465044368 - MAE: 0.3137766481088091