Started at: 15:15:50
norbert, 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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.3458205050230026 - MAE: 0.44589609246833023
Validation loss : 0.17829582796377294 - MAE: 0.3211509331848021
Epoch: 1
Training loss: 0.17309503883123398 - MAE: 0.3145882969766467
Validation loss : 0.16901436754885843 - MAE: 0.31342061891318584
Epoch: 2
Training loss: 0.16318443045020103 - MAE: 0.30661019119561045
Validation loss : 0.16501332337365432 - MAE: 0.30972632897235947
Epoch: 3
Training loss: 0.15856624886393547 - MAE: 0.30255592469406833
Validation loss : 0.1624575533411082 - MAE: 0.30645143701417316
Epoch: 4
Training loss: 0.1561226312816143 - MAE: 0.2994068419552978
Validation loss : 0.16084287140299292 - MAE: 0.3048138634382972
Epoch: 5
Training loss: 0.15346724331378936 - MAE: 0.2968831127913939
Validation loss : 0.15942410072859595 - MAE: 0.3028957524798256
Epoch: 6
Training loss: 0.15232572361826896 - MAE: 0.2958541181543457
Validation loss : 0.15833728804307826 - MAE: 0.3014715537024879
Epoch: 7
Training loss: 0.15008314177393914 - MAE: 0.29299628518619597
Validation loss : 0.15894099412595525 - MAE: 0.30330843941348495
Epoch: 8
Training loss: 0.15017396360635757 - MAE: 0.29384029755217556
Validation loss : 0.1576263435623225 - MAE: 0.30162425558844946
Epoch: 9
Training loss: 0.14958723194897175 - MAE: 0.29381740076291835
Validation loss : 0.15658476904911153 - MAE: 0.29996226156911626
Epoch: 10
Training loss: 0.14730243921279906 - MAE: 0.290618068664351
Validation loss : 0.15605776713174932 - MAE: 0.29984391421134104
Epoch: 11
Training loss: 0.14706769868731498 - MAE: 0.2914070177969801
Validation loss : 0.15541477150776806 - MAE: 0.29914017178110086
Epoch: 12
Training loss: 0.14599983558058738 - MAE: 0.2900077660347149
Validation loss : 0.15534060842850628 - MAE: 0.2993831512084063
Epoch: 13
Training loss: 0.1462482412159443 - MAE: 0.2897535938693351
Validation loss : 0.15426836162805557 - MAE: 0.29704119833417386
Epoch: 14
Training loss: 0.14538665980100632 - MAE: 0.2893462906424292
Validation loss : 0.15442771946682649 - MAE: 0.29833286758530947
Epoch: 15
Training loss: 0.1452182822674513 - MAE: 0.2899329794737143
Validation loss : 0.15489166492924972 - MAE: 0.29938599199884774
Epoch: 16
Training loss: 0.14574467465281488 - MAE: 0.2899145083933055
Validation loss : 0.15489103995701847 - MAE: 0.29981271417836913
Stopped after 16 epochs.
Prediction MAE: 0.2876
Finished at: 15:15:50
Time taken: 2965 s.