frozen_nb-bert-base_512_0.001_256.txt

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
Validation loss : 0.15019148588180542 - MAE: 0.2946234458034584
Epoch: 15
Training loss: 0.15409607612169707 - MAE: 0.294694945039677
Validation loss : 0.1487586498260498 - MAE: 0.2924272191814044
Epoch: 16
Training loss: 0.1530148948614414 - MAE: 0.29393082466301157
Validation loss : 0.14888427257537842 - MAE: 0.29260277990049094
Epoch: 17
Training loss: 0.15252518138060203 - MAE: 0.294490830454799
Validation loss : 0.14751896858215333 - MAE: 0.2906014123844735
Epoch: 18
Training loss: 0.1529261859563681 - MAE: 0.2943059218531379
Validation loss : 0.14786641597747802 - MAE: 0.291260706520114
Epoch: 19
Training loss: 0.149505160175837 - MAE: 0.29208621880881674
Validation loss : 0.146533539891243 - MAE: 0.28935561004861426
Prediction MAE: 0.2796
Finished at: 09:20:17
Time taken: 1552 s.
0 days 0 hours 25 minutes 52 seconds

 
 

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