| Started at: 13:31:37 | |
| nb-bert-base, 1e-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: 1.092776976932179 - MAE: 0.8645425344538012 | |
| Validation loss : 0.4951000182252181 - MAE: 0.572274909994364 | |
| Epoch: 1 | |
| Training loss: 0.46670577309348366 - MAE: 0.5563784497415616 | |
| Validation loss : 0.4297456882501903 - MAE: 0.5356601972217859 | |
| Epoch: 2 | |
| Training loss: 0.41889828118410977 - MAE: 0.525045431562138 | |
| Validation loss : 0.3921402771221964 - MAE: 0.5076430388808509 | |
| Epoch: 3 | |
| Training loss: 0.3852084549990567 - MAE: 0.5005902598129118 | |
| Validation loss : 0.3600435053047381 - MAE: 0.48094595382325084 | |
| Epoch: 4 | |
| Training loss: 0.3557265005328438 - MAE: 0.47516046300821996 | |
| Validation loss : 0.3300904662985551 - MAE: 0.4543344315763446 | |
| Epoch: 5 | |
| Training loss: 0.32380504553968253 - MAE: 0.4505385307513744 | |
| Validation loss : 0.2983320763236598 - MAE: 0.42765013343518166 | |
| Epoch: 6 | |
| Training loss: 0.28809667690233753 - MAE: 0.42027885166017076 | |
| Validation loss : 0.26857209833044754 - MAE: 0.40546811950280826 | |
| Epoch: 7 | |
| Training loss: 0.25561105717312205 - MAE: 0.39615992725595955 | |
| Validation loss : 0.24126421699398443 - MAE: 0.38565770486318046 | |
| Epoch: 8 | |
| Training loss: 0.2314618928865953 - MAE: 0.3768201412305367 | |
| Validation loss : 0.21927646822050997 - MAE: 0.3694444803689183 | |
| Epoch: 9 | |
| Training loss: 0.21511897146701814 - MAE: 0.36569012865859263 | |
| Validation loss : 0.20238082659871956 - MAE: 0.3555664235928941 | |
| Epoch: 10 | |
| Training loss: 0.2051593867215243 - MAE: 0.35810193384052685 | |
| Validation loss : 0.19398225843906403 - MAE: 0.34893567533912845 | |
| Epoch: 11 | |
| Training loss: 0.19388857131654566 - MAE: 0.3473342549946666 | |
| Validation loss : 0.1828562295750568 - MAE: 0.33859956823764054 | |
| Epoch: 12 | |
| Training loss: 0.1853411769325083 - MAE: 0.34101580628086486 | |
| Validation loss : 0.17696125021106318 - MAE: 0.33332969038413945 | |
| Epoch: 13 | |
| Training loss: 0.1767239600419998 - MAE: 0.3327219677297322 | |
| Validation loss : 0.1751155021943544 - MAE: 0.3320501546629549 | |
| Epoch: 14 | |