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Started at: 12:34:41 |
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norbert2, 0.001, 128 |
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({'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'}, {}) |
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Epoch: 0 |
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Training loss: 0.2549108934402466 - MAE: 0.3869476704225354 |
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Validation loss : 0.17967465169289532 - MAE: 0.32511726772455946 |
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Epoch: 1 |
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Training loss: 0.18461654603481292 - MAE: 0.32631207394936323 |
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Validation loss : 0.16705343916135676 - MAE: 0.3136336903292028 |
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Epoch: 2 |
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Training loss: 0.1698657414317131 - MAE: 0.312740198772678 |
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Validation loss : 0.16012747936389027 - MAE: 0.3062873321185852 |
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Epoch: 3 |
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Training loss: 0.16400991275906562 - MAE: 0.30695357768639636 |
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Validation loss : 0.1566739748505985 - MAE: 0.3014212709482245 |
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Epoch: 4 |
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Training loss: 0.15812634140253068 - MAE: 0.30061261922994836 |
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Validation loss : 0.15389862744247212 - MAE: 0.29856862971490655 |
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Epoch: 5 |
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Training loss: 0.15597046166658401 - MAE: 0.2974718498748344 |
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Validation loss : 0.1514885302852182 - MAE: 0.2959877719065883 |
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Epoch: 6 |
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Training loss: 0.15466642245650292 - MAE: 0.2970412442646543 |
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Validation loss : 0.14941750554477468 - MAE: 0.2942382126775654 |
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Epoch: 7 |
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Training loss: 0.15143263101577759 - MAE: 0.29342989017337273 |
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Validation loss : 0.1488131617798525 - MAE: 0.29307345811839686 |
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Epoch: 8 |
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Training loss: 0.14901014417409897 - MAE: 0.2907700225602062 |
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Validation loss : 0.14839802638572805 - MAE: 0.2904832100053706 |
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Epoch: 9 |
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Training loss: 0.1495199640095234 - MAE: 0.29170948130625873 |
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Validation loss : 0.1499759489122559 - MAE: 0.2957880675924255 |
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Epoch: 10 |
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Training loss: 0.14821490436792373 - MAE: 0.2908893913009485 |
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Validation loss : 0.14694484104128444 - MAE: 0.28966224887354336 |
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Epoch: 11 |
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Training loss: 0.1440611906349659 - MAE: 0.2881480384518122 |
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Validation loss : 0.1460408726159264 - MAE: 0.28973676685378813 |
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Epoch: 12 |
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Training loss: 0.14535644724965097 - MAE: 0.286966718140979 |
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Validation loss : 0.1502678460058044 - MAE: 0.290588582627604 |
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Epoch: 13 |
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Training loss: 0.14398217171430588 - MAE: 0.28640256565623445 |
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Validation loss : 0.1463905502768124 - MAE: 0.28918126874196054 |
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Epoch: 14 |
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Training loss: 0.14739341512322426 - MAE: 0.29011594422849374 |
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Validation loss : 0.14618228945661993 - MAE: 0.28852094567141273 |
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Epoch: 15 |
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Training loss: 0.14256037309765815 - MAE: 0.2846188984431202 |
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Validation loss : 0.1456861675662153 - MAE: 0.28764870774940837 |
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Epoch: 16 |
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Training loss: 0.141983962059021 - MAE: 0.2845560462787485 |
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Validation loss : 0.14696133312057047 - MAE: 0.2889528218040375 |
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Epoch: 17 |
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Training loss: 0.14403360426425935 - MAE: 0.2871163802197612 |
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Validation loss : 0.14647448282031453 - MAE: 0.2875498963936591 |
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Epoch: 18 |
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Training loss: 0.1423657177388668 - MAE: 0.28414415302979235 |
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Validation loss : 0.14668826189111261 - MAE: 0.2883705696456286 |
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Epoch: 19 |
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Training loss: 0.14297370195388795 - MAE: 0.28579545584147065 |
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Validation loss : 0.15766019067343542 - MAE: 0.296808526351327 |
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Prediction MAE: 0.2797 |
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Finished at: 12:34:41 |
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Time taken: 1949 s. |
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0 days 0 hours 32 minutes 29 seconds |
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Preds: [[1.2825286388397217], [1.5657219886779785], [1.4109407663345337], [1.3574426174163818], [1.4115787744522095], [1.1308238506317139], [1.8376237154006958], [1.0111573934555054], [1.3757859468460083], [1.3066718578338623], [1.2107133865356445], [1.374647617340088], [1.2966886758804321], [1.058750867843628], [1.1144503355026245], [1.4224474430084229], [1.1437978744506836], [1.2093842029571533], [1.2415645122528076], [1.19717276096344], [1.4513355493545532], [1.313256025314331], [1.1108195781707764], [1.2558739185333252], [1.1002004146575928], [0.976759135723114], [1.5599602460861206], [1.5890933275222778], [1.1016318798065186], [1.1855719089508057], [1.2092642784118652], [0.9550958275794983], [1.6744022369384766], [1.1205838918685913], [1.1304042339324951], [1.3057881593704224], [1.1609398126602173], [1.3725591897964478], [1.1715031862258911], [1.452832818031311], [1.12515389919281], [1.0166594982147217], [1.272947072982788], [1.357330083847046], [1.3914289474487305], 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