| Started at: 09:50:17 | |
| nb-bert-base, 0.001, 64 | |
| ({'_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: 0.2582416865560744 - MAE: 0.37947225695044484 | |
| Validation loss : 0.1635455173073393 - MAE: 0.3110491517398661 | |
| Epoch: 1 | |
| Training loss: 0.16106272955434492 - MAE: 0.3013588922425145 | |
| Validation loss : 0.15557559895696063 - MAE: 0.30050668306575834 | |
| Epoch: 2 | |
| Training loss: 0.15495470143628842 - MAE: 0.2955889167413265 | |
| Validation loss : 0.1551921604709192 - MAE: 0.29452050543601266 | |
| Epoch: 3 | |
| Training loss: 0.15183212577995628 - MAE: 0.2926895606129869 | |
| Validation loss : 0.15697873812733273 - MAE: 0.29536795510273695 | |
| Epoch: 4 | |
| Training loss: 0.15079305027470444 - MAE: 0.2918655737680265 | |
| Validation loss : 0.16038688498012948 - MAE: 0.29748381775815635 | |
| Epoch: 5 | |
| Training loss: 0.1489795818924904 - MAE: 0.2907857149496023 | |
| Validation loss : 0.15906145965511148 - MAE: 0.29660232101442935 | |
| Stopped after 5 epochs. | |
| Prediction MAE: 0.2767 | |
| Finished at: 09:50:17 | |
| Time taken: 688 s. | |