Started at: 22:06:57
norbert, 0.0005, 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: 0.4216076335310936 - MAE: 0.4963622666424064
Validation loss : 0.18536356442114887 - MAE: 0.3285138895034888
Epoch: 1
Training loss: 0.18176660776138306 - MAE: 0.32523953945564865
Validation loss : 0.1785342772217358 - MAE: 0.326182653928879
Epoch: 2
Training loss: 0.17263292044401168 - MAE: 0.3163588623988698
Validation loss : 0.1720418947584489 - MAE: 0.319023168362788
Epoch: 3
Training loss: 0.1655875888466835 - MAE: 0.30972974928680364
Validation loss : 0.1686396625112085 - MAE: 0.3155494905422027
Epoch: 4
Training loss: 0.1632743640244007 - MAE: 0.30836022979796296
Validation loss : 0.16621386654236736 - MAE: 0.3123787244375638
Epoch: 5
Training loss: 0.16123366385698318 - MAE: 0.30537977328119786
Validation loss : 0.1637436493354685 - MAE: 0.30877735605169027
Epoch: 6
Training loss: 0.15743038102984427 - MAE: 0.3011240540553792
Validation loss : 0.16228021681308746 - MAE: 0.30603373969643144
Epoch: 7
Training loss: 0.15667408481240272 - MAE: 0.30068215874355375
Validation loss : 0.16102090346462586 - MAE: 0.3047066669186293
Epoch: 8
Training loss: 0.15507548049092293 - MAE: 0.2982856187928759
Validation loss : 0.16012591342715657 - MAE: 0.3037064027884946
Epoch: 9
Training loss: 0.15411175936460494 - MAE: 0.2978493400412284
Validation loss : 0.15949083251111648 - MAE: 0.3023131926635323
Epoch: 10
Training loss: 0.15254334628582 - MAE: 0.2951966721933751
Validation loss : 0.15888519935748158 - MAE: 0.3020490038247428
Epoch: 11
Training loss: 0.1511816908419132 - MAE: 0.2945512682282592
Validation loss : 0.15807488955119076 - MAE: 0.301002198654008
Epoch: 12
Training loss: 0.15027187660336494 - MAE: 0.2943306741106295
Validation loss : 0.15767971733037164 - MAE: 0.30051394937867104
Epoch: 13
Training loss: 0.15056964099407197 - MAE: 0.2933683710148967
Validation loss : 0.15747478648143656 - MAE: 0.2993553599764954
Epoch: 14
Training loss: 0.1514233309030533 - MAE: 0.29526585510269293
Validation loss : 0.1569442819146549 - MAE: 0.2994981726684821
Epoch: 15
Training loss: 0.14967140629887582 - MAE: 0.292158419718621
Validation loss : 0.1563696357257226 - MAE: 0.29908112674827136
Epoch: 16
Training loss: 0.14866586163640022 - MAE: 0.2923738494619858
Validation loss : 0.15595539264819203 - MAE: 0.2984796551553365
Epoch: 17
Training loss: 0.14769672542810441 - MAE: 0.29127509384818473
Validation loss : 0.15584989768617294 - MAE: 0.29883578535722477
Epoch: 18
Training loss: 0.14730803683400154 - MAE: 0.2895274844786699
Validation loss : 0.1554107499473235 - MAE: 0.2985479104105298
Epoch: 19
Training loss: 0.14562408901751042 - MAE: 0.2885658578184128
Validation loss : 0.1551637360278298 - MAE: 0.2984410983772687
Prediction MAE: 0.2842
Finished at: 22:06:57
Time taken: 6348 s.
0 days 1 hours 45 minutes 48 seconds

 
 

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