| Started at: 18:07:27 | |
| 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: 0.46166665077209473 - MAE: 0.532284292943485 | |
| Validation loss : 0.21881521575980717 - MAE: 0.35093047126771504 | |
| Epoch: 1 | |
| Training loss: 0.19428934633731842 - MAE: 0.3369849436358454 | |
| Validation loss : 0.17015555004278818 - MAE: 0.3188480005836794 | |
| Epoch: 2 | |
| Training loss: 0.17059184610843658 - MAE: 0.3135526208759563 | |
| Validation loss : 0.16331283085876042 - MAE: 0.3111560966605882 | |
| Epoch: 3 | |
| Training loss: 0.1648101744055748 - MAE: 0.30816099238754846 | |
| Validation loss : 0.15740243097146353 - MAE: 0.3036171154612899 | |
| Epoch: 4 | |
| Training loss: 0.16064140915870667 - MAE: 0.3034752969970701 | |
| Validation loss : 0.1544146024518543 - MAE: 0.3000950328112062 | |
| Epoch: 5 | |
| Training loss: 0.15893334209918974 - MAE: 0.30019076958852603 | |
| Validation loss : 0.15207635197374555 - MAE: 0.2973798486881051 | |
| Epoch: 6 | |
| Training loss: 0.15733025580644608 - MAE: 0.298333740307608 | |
| Validation loss : 0.15064537939098147 - MAE: 0.2956621068139803 | |
| Epoch: 7 | |
| Training loss: 0.1533995896577835 - MAE: 0.2953341499795722 | |
| Validation loss : 0.14883457786507076 - MAE: 0.2933132114117648 | |
| Epoch: 8 | |
| Training loss: 0.15376180291175842 - MAE: 0.2940413396593056 | |
| Validation loss : 0.1487489938735962 - MAE: 0.29380870235239887 | |
| Epoch: 9 | |
| Training loss: 0.1510305792093277 - MAE: 0.2921084560611642 | |
| Validation loss : 0.14708556234836578 - MAE: 0.2915289821381632 | |
| Epoch: 10 | |
| Training loss: 0.15110637426376342 - MAE: 0.2922121841602223 | |
| Validation loss : 0.14670881297853258 - MAE: 0.2911653635264904 | |
| Epoch: 11 | |
| Training loss: 0.1488349175453186 - MAE: 0.2889507358141949 | |
| Validation loss : 0.14464906023608315 - MAE: 0.28820148464954054 | |
| Epoch: 12 | |
| Training loss: 0.14891418755054475 - MAE: 0.29070937547388537 | |
| Validation loss : 0.14401954164107642 - MAE: 0.2873828016254966 | |
| Epoch: 13 | |
| Training loss: 0.1495919942855835 - MAE: 0.2898801773120928 | |