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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 Preds: [[1.3202298879623413], [1.5004537105560303], [1.5160045623779297], [1.4977713823318481], [1.5471822023391724], [1.3614071607589722], [1.6813806295394897], [1.2970889806747437], [1.4646751880645752], [1.3413623571395874], [1.2291547060012817], [1.2937488555908203], [1.4195783138275146], [1.3462313413619995], [1.2454183101654053], [1.3503090143203735], [1.2895885705947876], [1.3662210702896118], [1.3261830806732178], [1.1782110929489136], [1.4220677614212036], [1.4413021802902222], [1.4587675333023071], [1.3817135095596313], [1.2712069749832153], [1.2816740274429321], [1.5850142240524292], [1.1622509956359863], [1.2139252424240112], [1.4548680782318115], [1.449897289276123], [1.2759491205215454], [1.5245563983917236], 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