| 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 | |