| Started at: 11:40:24 | |
| 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: 0.6829635271659265 - MAE: 0.6693431870059429 | |
| Validation loss : 0.5015756666660309 - MAE: 0.5997545175999092 | |
| Epoch: 1 | |
| Training loss: 0.26068564561697155 - MAE: 0.40026651290975057 | |
| Validation loss : 0.2343240737915039 - MAE: 0.3639362216460188 | |
| Epoch: 2 | |
| Training loss: 0.20825687165443713 - MAE: 0.34524354469083296 | |
| Validation loss : 0.20746740698814392 - MAE: 0.35860255150045284 | |
| Epoch: 3 | |
| Training loss: 0.1804403788768328 - MAE: 0.324681643823719 | |
| Validation loss : 0.17072068750858307 - MAE: 0.3124492505853874 | |
| Epoch: 4 | |
| Training loss: 0.17333761086830726 - MAE: 0.3132351201497551 | |
| Validation loss : 0.17095611095428467 - MAE: 0.31916315360789926 | |
| Epoch: 5 | |
| Training loss: 0.16724205017089844 - MAE: 0.3070826757836269 | |
| Validation loss : 0.16323553621768952 - MAE: 0.30865708568301353 | |
| Epoch: 6 | |
| Training loss: 0.16199684257690722 - MAE: 0.3026997098344876 | |
| Validation loss : 0.1614771842956543 - MAE: 0.3067986414590729 | |
| Epoch: 7 | |
| Training loss: 0.16401460537543663 - MAE: 0.3037438752420999 | |