Started at: 12:52:23
norbert, 5e-06, 256
({'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: 0.6053906446153468 - MAE: 0.6184159507940801
Validation loss : 0.4188641560705085 - MAE: 0.5190200870427507
Epoch: 1
Training loss: 0.37205150289969013 - MAE: 0.4891842565138049
Validation loss : 0.3361840279478776 - MAE: 0.4554968620483818
Epoch: 2
Training loss: 0.30589349486611106 - MAE: 0.43993173479624126
Validation loss : 0.27830397376888677 - MAE: 0.41290173204153435
Epoch: 3
Training loss: 0.2584832324223085 - MAE: 0.4034832139365259
Validation loss : 0.2353723849120893 - MAE: 0.378263007542243
Epoch: 4
Training loss: 0.2208004041151567 - MAE: 0.3714158687728299
Validation loss : 0.20094563145386546 - MAE: 0.35106286126524094
Epoch: 5
Training loss: 0.1931754020127383 - MAE: 0.3488251679890293
Validation loss : 0.17955732188726725 - MAE: 0.33182885819892266
Epoch: 6
Training loss: 0.17624386982484297 - MAE: 0.3333650190493288
Validation loss : 0.16801361818062632 - MAE: 0.3229406276757107
Epoch: 7
Training loss: 0.16203992610627954 - MAE: 0.3199497565391834
Validation loss : 0.1510195426250759 - MAE: 0.306880161949399
Epoch: 8
Training loss: 0.15154187828302385 - MAE: 0.3089620812443599
Validation loss : 0.14486609556173025 - MAE: 0.29924708380840065
Epoch: 9
Training loss: 0.14079513807188382 - MAE: 0.29892621874422587
Validation loss : 0.13840533440050326 - MAE: 0.290965015323921
Epoch: 10
Training loss: 0.13332889432256873 - MAE: 0.29082796894473617
Validation loss : 0.12829295977165825 - MAE: 0.27816580614753955
Epoch: 11
Training loss: 0.12650601890954105 - MAE: 0.28307433471783455
Validation loss : 0.12042002497535002 - MAE: 0.26958139319431695
Epoch: 12
Training loss: 0.1180860929868438 - MAE: 0.27275313703304305
Validation loss : 0.1134116300626805 - MAE: 0.2581940768065212
Epoch: 13
Training loss: 0.1120438659732992 - MAE: 0.2657403258096752
Validation loss : 0.11130064725875854 - MAE: 0.2551686039616152
Epoch: 14
Training loss: 0.10740146054462953 - MAE: 0.26015119794445635
Validation loss : 0.10768120618242967 - MAE: 0.2487607443147535
Epoch: 15
Training loss: 0.10318632572889327 - MAE: 0.2533595643372031
Validation loss : 0.10223148920034107 - MAE: 0.2425870576871514
Epoch: 16
Training loss: 0.09851837293668227 - MAE: 0.2475603386691453
Validation loss : 0.10070653259754181 - MAE: 0.2398464623664194
Epoch: 17
Training loss: 0.09413933239199898 - MAE: 0.24082904543342942
Validation loss : 0.09791698738148338 - MAE: 0.23589278404154412
Epoch: 18
Training loss: 0.0905470837246288 - MAE: 0.23585713024943322
Validation loss : 0.09309150278568268 - MAE: 0.22871411303114594
Epoch: 19
Training loss: 0.08814722827889702 - MAE: 0.23258866689213922
Validation loss : 0.09581998304316872 - MAE: 0.23397831596428242
Prediction MAE: 0.2329
Finished at: 12:52:23
Time taken: 2527 s.
0 days 0 hours 42 minutes 7 seconds

 
 

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