Started at: 23:00:37
({'_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: 0.5618916714191436 - MAE: 0.6015702935237158
Validation loss : 0.23314650356769562 - MAE: 0.3773210653780387
Epoch: 1
Training loss: 0.20965107679367065 - MAE: 0.3481826873910709
Validation loss : 0.19068391786681282 - MAE: 0.33927394666266275
Epoch: 2
Training loss: 0.18605725824832917 - MAE: 0.3292951781245418
Validation loss : 0.17874461743566725 - MAE: 0.32678830517492596
Epoch: 3
Training loss: 0.1768487823009491 - MAE: 0.32072544490867355
Validation loss : 0.17256934940814972 - MAE: 0.320745914396658
Epoch: 4
Training loss: 0.17179346859455108 - MAE: 0.31437315506334385
Validation loss : 0.16680398417843711 - MAE: 0.31390839921509817
Epoch: 5
Training loss: 0.1671624544262886 - MAE: 0.31020740929049245
Validation loss : 0.1628272450632519 - MAE: 0.3093300725642431
Epoch: 6
Training loss: 0.16541881918907164 - MAE: 0.3092581055991064
Validation loss : 0.15956920054223803 - MAE: 0.3054974760532523
Epoch: 7
Training loss: 0.16297374725341796 - MAE: 0.30469920608237766
Validation loss : 0.15749897228346932 - MAE: 0.30334219770056964
Epoch: 8
Training loss: 0.15989699959754944 - MAE: 0.3033601720994537
Validation loss : 0.15546553913089964 - MAE: 0.30062286351696244
Epoch: 9
Training loss: 0.15992846071720124 - MAE: 0.30185787164957345
Validation loss : 0.15384131173292795 - MAE: 0.2984240557585207
Epoch: 10
Training loss: 0.15828679382801056 - MAE: 0.29980308787138205
Validation loss : 0.15290816045469707 - MAE: 0.2975431713997515
Epoch: 11
Training loss: 0.15493258088827133 - MAE: 0.2973575705594731
Validation loss : 0.15144984589682686 - MAE: 0.2954805529191364
Epoch: 12
Training loss: 0.15584740221500396 - MAE: 0.29749784073181906
Validation loss : 0.15094241499900818 - MAE: 0.29519648850108504
Epoch: 13
Training loss: 0.15435074210166932 - MAE: 0.2954648359638739
Validation loss : 0.150347168246905 - MAE: 0.29487883116425584
Epoch: 14
Training loss: 0.15319505631923674 - MAE: 0.2942873219247174
Validation loss : 0.14915560103125042 - MAE: 0.2932059427113675
Epoch: 15
Training loss: 0.1526821392774582 - MAE: 0.2945930719065404
Validation loss : 0.14802650113900503 - MAE: 0.2915837462855972
Epoch: 16
Training loss: 0.1518399804830551 - MAE: 0.29311574106401955
Validation loss : 0.1483207427793079 - MAE: 0.2923333835649399
Epoch: 17
Training loss: 0.1509041514992714 - MAE: 0.2910363439889506
Validation loss : 0.14711131072706646 - MAE: 0.29058002538346256
Epoch: 18
Training loss: 0.1500980767607689 - MAE: 0.29139070188556526
Validation loss : 0.14682781447966894 - MAE: 0.29044037283111757
Epoch: 19
Training loss: 0.14820677936077117 - MAE: 0.287626988531874
Validation loss : 0.14713190661536324 - MAE: 0.2909697810632132
Epoch: 20
Training loss: 0.14967434287071227 - MAE: 0.29213706428140457
Validation loss : 0.1465355290306939 - MAE: 0.29022969550633393
Epoch: 21
Training loss: 0.14696866214275361 - MAE: 0.28729688094942263
Validation loss : 0.14543481833404964 - MAE: 0.2884103301515173
Epoch: 22
Training loss: 0.14705659985542296 - MAE: 0.2889700995995005
Validation loss : 0.14586791313356823 - MAE: 0.2895050557617115
Epoch: 23
Training loss: 0.14662223011255265 - MAE: 0.2878923435010157
Validation loss : 0.14558260639508566 - MAE: 0.28931056553549356
Epoch: 24
Training loss: 0.14474197924137117 - MAE: 0.2858048194856949
Validation loss : 0.14529068933592904 - MAE: 0.28893855102599647
Stopped after 24 epochs.
Prediction MAE: 0.2783
Finished at: 23:00:37
Time taken: 5800 s.
0 days 1 hours 36 minutes 40 seconds

 
 

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