Started at: 01:56:14
nb-bert-base, 0.0001, 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: 1.3015100979804992 - MAE: 1.0516680420755946
Validation loss : 0.8507005506091647 - MAE: 0.8318188509597813
Epoch: 1
Training loss: 0.4440245842933655 - MAE: 0.5394647191833409
Validation loss : 0.32424148586061263 - MAE: 0.43862617678731985
Epoch: 2
Training loss: 0.2505960041284561 - MAE: 0.38198547219389395
Validation loss : 0.2381516678465737 - MAE: 0.3696802203518852
Epoch: 3
Training loss: 0.23053768396377564 - MAE: 0.36776458218489444
Validation loss : 0.2212383829885059 - MAE: 0.3572178099191108
Epoch: 4
Training loss: 0.21597371935844423 - MAE: 0.35554021244462064
Validation loss : 0.21026734511057535 - MAE: 0.3488585521109782
Epoch: 5
Training loss: 0.20872830510139465 - MAE: 0.3476031323135947
Validation loss : 0.20139924519591862 - MAE: 0.3425159891231733
Epoch: 6
Training loss: 0.20022516429424286 - MAE: 0.3408267822446738
Validation loss : 0.19469042950206333 - MAE: 0.33790795319929817
Epoch: 7
Training loss: 0.19533164620399476 - MAE: 0.33765784528781806
Validation loss : 0.1896511928902732 - MAE: 0.33457055585782747
Epoch: 8
Training loss: 0.19027597367763519 - MAE: 0.3329209978148197
Validation loss : 0.18591706620322335 - MAE: 0.33219709326794744
Epoch: 9
Training loss: 0.18555771172046662 - MAE: 0.3290662293719888
Validation loss : 0.18292564981513554 - MAE: 0.3299967727095573
Epoch: 10
Training loss: 0.1846446442604065 - MAE: 0.3276293998524213
Validation loss : 0.18048570387893254 - MAE: 0.32824969142946475
Epoch: 11
Training loss: 0.1816051173210144 - MAE: 0.32613188722216424
Validation loss : 0.1783987863196267 - MAE: 0.3265462679171466
Epoch: 12
Training loss: 0.17982579946517943 - MAE: 0.32412957211718035
Validation loss : 0.1765216439962387 - MAE: 0.32488143323725027
Epoch: 13
Training loss: 0.1790909779071808 - MAE: 0.3229216448862174
Validation loss : 0.17504170702563393 - MAE: 0.3236139371388936
Epoch: 14
Training loss: 0.1774211621284485 - MAE: 0.3207919500729275
Validation loss : 0.17351186441050637 - MAE: 0.3221245415031124
Epoch: 15
Training loss: 0.17821600377559663 - MAE: 0.3212707642543613
Validation loss : 0.17223627699746025 - MAE: 0.32095450318569146
Epoch: 16
Training loss: 0.1760985553264618 - MAE: 0.31905612711201065
Validation loss : 0.1709346522887548 - MAE: 0.31963847192938516
Epoch: 17
Training loss: 0.17295057356357574 - MAE: 0.3167995904159477
Validation loss : 0.1696055399047004 - MAE: 0.31821233953668937
Epoch: 18
Training loss: 0.17240860641002656 - MAE: 0.31645083995257933
Validation loss : 0.16855635245641074 - MAE: 0.31712442714561223
Epoch: 19
Training loss: 0.17018572688102723 - MAE: 0.3136787256523785
Validation loss : 0.16710178388489616 - MAE: 0.3152995781423579
Prediction MAE: 0.3029
Finished at: 01:56:14
Time taken: 6251 s.
0 days 1 hours 44 minutes 11 seconds

 
 

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