Started at: 07:12:36
norbert2, 0.001, 320
({'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: 0.3532784849405289 - MAE: 0.4670037483599114
Validation loss : 0.2768782547542027 - MAE: 0.42022237556116127
Epoch: 1
Training loss: 0.2149739757180214 - MAE: 0.35659756905009127
Validation loss : 0.18670830769198282 - MAE: 0.332010069275546
Epoch: 2
Training loss: 0.19223860129714013 - MAE: 0.3341908845597538
Validation loss : 0.18065378282751357 - MAE: 0.3276773701287296
Epoch: 3
Training loss: 0.18267506137490272 - MAE: 0.32204697756425843
Validation loss : 0.17629351360457285 - MAE: 0.3232328892238157
Epoch: 4
Training loss: 0.17724562138319017 - MAE: 0.3184336083924317
Validation loss : 0.17597177624702454 - MAE: 0.3246827085074674
Epoch: 5
Training loss: 0.17323379665613176 - MAE: 0.315665849870586
Validation loss : 0.1731493834938322 - MAE: 0.3218653565928077
Epoch: 6
Training loss: 0.17015334516763686 - MAE: 0.3124225365765558
Validation loss : 0.16903618616717203 - MAE: 0.3173628836244732
Epoch: 7
Training loss: 0.16733192503452302 - MAE: 0.30821431460419746
Validation loss : 0.16630683200699942 - MAE: 0.31361782968184887
Epoch: 8
Training loss: 0.16473447754979134 - MAE: 0.3063740717882017
Validation loss : 0.1640524651323046 - MAE: 0.31127526838966124
Epoch: 9
Training loss: 0.16429233476519584 - MAE: 0.30495064896348884
Validation loss : 0.1619275254862649 - MAE: 0.308032721089819
Epoch: 10
Training loss: 0.16504003778100013 - MAE: 0.30767144570696153
Validation loss : 0.1616602156843458 - MAE: 0.30507819780145606
Epoch: 11
Training loss: 0.16262706443667413 - MAE: 0.3036855354971657
Validation loss : 0.15870441496372223 - MAE: 0.3020884268212755
Epoch: 12
Training loss: 0.15984584838151933 - MAE: 0.3020569311274707
Validation loss : 0.1584023024354662 - MAE: 0.3011171731134149
Epoch: 13
Training loss: 0.15794557370245457 - MAE: 0.2997596327966126
Validation loss : 0.16060944114412581 - MAE: 0.3023205950101459
Epoch: 14
Training loss: 0.1547440316528082 - MAE: 0.2970264285250956
Validation loss : 0.1580854526587895 - MAE: 0.3008519902551677
Epoch: 15
Training loss: 0.1542632382363081 - MAE: 0.2950711675008595
Validation loss : 0.1567665593964713 - MAE: 0.2992491086220254
Epoch: 16
Training loss: 0.15160554870963097 - MAE: 0.2943624127736374
Validation loss : 0.15607393213680812 - MAE: 0.2993329082850877
Epoch: 17
Training loss: 0.15076256059110166 - MAE: 0.29138762120969075
Validation loss : 0.15495712629386357 - MAE: 0.29848027247589065
Epoch: 18
Training loss: 0.14870206639170647 - MAE: 0.29066662712501057
Validation loss : 0.1542458619390215 - MAE: 0.2984311317874588
Epoch: 19
Training loss: 0.14955925270915033 - MAE: 0.29022475462577546
Validation loss : 0.15516912511416844 - MAE: 0.29738643332620596
Prediction MAE: 0.2804
Finished at: 07:12:36
Time taken: 1494 s.
0 days 0 hours 24 minutes 54 seconds