| Started at: 10:30:17 | |
| nb-bert-base, 0.001, 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: 0.47940237939357755 - MAE: 0.5434171712030036 | |
| Validation loss : 0.23652320272392696 - MAE: 0.36585742989414266 | |
| Epoch: 1 | |
| Training loss: 0.19740469574928285 - MAE: 0.3411209507189351 | |
| Validation loss : 0.1725800467862023 - MAE: 0.3144852905041802 | |
| Epoch: 2 | |
| Training loss: 0.17109984636306763 - MAE: 0.3128534143375846 | |
| Validation loss : 0.16326186226473915 - MAE: 0.30687719294438875 | |
| Epoch: 3 | |
| Training loss: 0.16422436118125916 - MAE: 0.30485287376578113 | |
| Validation loss : 0.16014324128627777 - MAE: 0.3049535582779377 | |
| Epoch: 4 | |
| Training loss: 0.16267379015684127 - MAE: 0.3022380635677996 | |
| Validation loss : 0.1582481645875507 - MAE: 0.3032693708849441 | |
| Epoch: 5 | |
| Training loss: 0.16067761451005935 - MAE: 0.30131915324107467 | |
| Validation loss : 0.1568084243271086 - MAE: 0.3019273425213427 | |
| Epoch: 6 | |
| Training loss: 0.15667623430490493 - MAE: 0.29712363202431746 | |
| Validation loss : 0.1547286965780788 - MAE: 0.298546701036528 | |
| Epoch: 7 | |