| Started at: 09:20:17 | |
| nb-bert-base, 0.001, 512 | |
| ({'_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: 0.6738183131584754 - MAE: 0.671559791949798 | |
| Validation loss : 0.3496964991092682 - MAE: 0.481417017739273 | |
| Epoch: 1 | |
| Training loss: 0.2604064620458163 - MAE: 0.3969383760031138 | |
| Validation loss : 0.22093867957592012 - MAE: 0.35313969813939866 | |
| Epoch: 2 | |
| Training loss: 0.20208562452059525 - MAE: 0.3434821083990275 | |
| Validation loss : 0.1883617550134659 - MAE: 0.3379014120649767 | |
| Epoch: 3 | |
| Training loss: 0.1782165696987739 - MAE: 0.31999390375888026 | |
| Validation loss : 0.16966865658760072 - MAE: 0.31801389648176803 | |
| Epoch: 4 | |
| Training loss: 0.16990482119413522 - MAE: 0.31338787739566665 | |
| Validation loss : 0.1638330489397049 - MAE: 0.3106934884794657 | |
| Epoch: 5 | |
| Training loss: 0.1681439051261315 - MAE: 0.31001855013012786 | |
| Validation loss : 0.16361375153064728 - MAE: 0.3107548141570412 | |
| Epoch: 6 | |
| Training loss: 0.16585055337502405 - MAE: 0.3068083279056544 | |
| Validation loss : 0.15926897823810576 - MAE: 0.30532344804199296 | |
| Epoch: 7 | |
| Training loss: 0.1640594372382531 - MAE: 0.30565590681538174 | |
| Validation loss : 0.15682196021080017 - MAE: 0.3021364879085161 | |
| Epoch: 8 | |
| Training loss: 0.15877233560268694 - MAE: 0.30019124717441487 | |
| Validation loss : 0.15556727051734925 - MAE: 0.3009043710813451 | |
| Epoch: 9 | |
| Training loss: 0.157441843014497 - MAE: 0.29782973353451203 | |
| Validation loss : 0.15489959716796875 - MAE: 0.3003483373637247 | |
| Epoch: 10 | |
| Training loss: 0.1569079951598094 - MAE: 0.29850384416372977 | |
| Validation loss : 0.15268584191799164 - MAE: 0.2973265470132604 | |
| Epoch: 11 | |
| Training loss: 0.15540967537806585 - MAE: 0.29631087713396775 | |
| Validation loss : 0.1516599327325821 - MAE: 0.29605310392714956 | |
| Epoch: 12 | |
| Training loss: 0.15601101173804358 - MAE: 0.29642744149228534 | |
| Validation loss : 0.1511812061071396 - MAE: 0.2954877034441389 | |
| Epoch: 13 | |
| Training loss: 0.15504613060217637 - MAE: 0.295577142279247 | |
| Validation loss : 0.15018589794635773 - MAE: 0.29435485554038643 | |
| Epoch: 14 | |
| Training loss: 0.15459523980434126 - MAE: 0.2962148725041275 | |