Started at: 12:34:41
norbert2, 0.001, 128
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {})
Epoch: 0
Training loss: 0.2549108934402466 - MAE: 0.3869476704225354
Validation loss : 0.17967465169289532 - MAE: 0.32511726772455946
Epoch: 1
Training loss: 0.18461654603481292 - MAE: 0.32631207394936323
Validation loss : 0.16705343916135676 - MAE: 0.3136336903292028
Epoch: 2
Training loss: 0.1698657414317131 - MAE: 0.312740198772678
Validation loss : 0.16012747936389027 - MAE: 0.3062873321185852
Epoch: 3
Training loss: 0.16400991275906562 - MAE: 0.30695357768639636
Validation loss : 0.1566739748505985 - MAE: 0.3014212709482245
Epoch: 4
Training loss: 0.15812634140253068 - MAE: 0.30061261922994836
Validation loss : 0.15389862744247212 - MAE: 0.29856862971490655
Epoch: 5
Training loss: 0.15597046166658401 - MAE: 0.2974718498748344
Validation loss : 0.1514885302852182 - MAE: 0.2959877719065883
Epoch: 6
Training loss: 0.15466642245650292 - MAE: 0.2970412442646543
Validation loss : 0.14941750554477468 - MAE: 0.2942382126775654
Epoch: 7
Training loss: 0.15143263101577759 - MAE: 0.29342989017337273
Validation loss : 0.1488131617798525 - MAE: 0.29307345811839686
Epoch: 8
Training loss: 0.14901014417409897 - MAE: 0.2907700225602062
Validation loss : 0.14839802638572805 - MAE: 0.2904832100053706
Epoch: 9
Training loss: 0.1495199640095234 - MAE: 0.29170948130625873
Validation loss : 0.1499759489122559 - MAE: 0.2957880675924255
Epoch: 10
Training loss: 0.14821490436792373 - MAE: 0.2908893913009485
Validation loss : 0.14694484104128444 - MAE: 0.28966224887354336
Epoch: 11
Training loss: 0.1440611906349659 - MAE: 0.2881480384518122
Validation loss : 0.1460408726159264 - MAE: 0.28973676685378813
Epoch: 12
Training loss: 0.14535644724965097 - MAE: 0.286966718140979
Validation loss : 0.1502678460058044 - MAE: 0.290588582627604
Epoch: 13
Training loss: 0.14398217171430588 - MAE: 0.28640256565623445
Validation loss : 0.1463905502768124 - MAE: 0.28918126874196054
Epoch: 14
Training loss: 0.14739341512322426 - MAE: 0.29011594422849374
Validation loss : 0.14618228945661993 - MAE: 0.28852094567141273
Epoch: 15
Training loss: 0.14256037309765815 - MAE: 0.2846188984431202
Validation loss : 0.1456861675662153 - MAE: 0.28764870774940837
Epoch: 16
Training loss: 0.141983962059021 - MAE: 0.2845560462787485
Validation loss : 0.14696133312057047 - MAE: 0.2889528218040375
Epoch: 17
Training loss: 0.14403360426425935 - MAE: 0.2871163802197612
Validation loss : 0.14647448282031453 - MAE: 0.2875498963936591
Epoch: 18
Training loss: 0.1423657177388668 - MAE: 0.28414415302979235
Validation loss : 0.14668826189111261 - MAE: 0.2883705696456286
Epoch: 19
Training loss: 0.14297370195388795 - MAE: 0.28579545584147065
Validation loss : 0.15766019067343542 - MAE: 0.296808526351327
Prediction MAE: 0.2797
Finished at: 12:34:41
Time taken: 1949 s.
0 days 0 hours 32 minutes 29 seconds

 
 

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