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Started at: 10:42:59 ({'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: 0.2707270306348801 - MAE: 0.4014548746281838 Validation loss : 0.18827014460283167 - MAE: 0.3350395914193632 Epoch: 1 Training loss: 0.18397963613271714 - MAE: 0.3274942520732981 Validation loss : 0.17896055035731373 - MAE: 0.32625804300542655 Epoch: 2 Training loss: 0.17076618894934653 - MAE: 0.3156013590381467 Validation loss : 0.17423390377970302 - MAE: 0.32323377271249604 Epoch: 3 Training loss: 0.1643083082139492 - MAE: 0.3095641840936019 Validation loss : 0.16728906508754282 - MAE: 0.3149824083534162 Epoch: 4 Training loss: 0.15957146167755126 - MAE: 0.3037565492992936 Validation loss : 0.16289721429347992 - MAE: 0.3089864069106985 Epoch: 5 Training loss: 0.15854436449706555 - MAE: 0.301500893432691 Validation loss : 0.16129758033682318 - MAE: 0.308202317708313 Epoch: 6 Training loss: 0.15570181787014006 - MAE: 0.29918709351469924 Validation loss : 0.16344413292758606 - MAE: 0.30938825983369334 Epoch: 7 Training loss: 0.15292704798281193 - MAE: 0.2961117975066867 Validation loss : 0.16081692103077383 - MAE: 0.3033625257590202 Epoch: 8 Training loss: 0.15216302141547203 - MAE: 0.2959306926556599 Validation loss : 0.15965510378865636 - MAE: 0.30640949969727455 Epoch: 9 Training loss: 0.1456899941712618 - MAE: 0.2888247514317626 Validation loss : 0.15742756864603827 - MAE: 0.3014585494849406 Epoch: 10 Training loss: 0.1467710939049721 - MAE: 0.2907957975079187 Validation loss : 0.15912020206451416 - MAE: 0.30151619716495687 Epoch: 11 Training loss: 0.14659826673567294 - MAE: 0.2893981534314371 Validation loss : 0.1602539621731814 - MAE: 0.3022486893374817 Epoch: 12 Training loss: 0.14781650044023992 - MAE: 0.29275159014985785 Validation loss : 0.15743818177896388 - MAE: 0.3011467784998341 Epoch: 13 Training loss: 0.14709322392940521 - MAE: 0.2905235164202929 Validation loss : 0.15774143706349766 - MAE: 0.30035432342912505 Epoch: 14 Training loss: 0.14297918483614921 - MAE: 0.2870641656789985 Validation loss : 0.16193263846285202 - MAE: 0.3045518551046045 Epoch: 15 Training loss: 0.14410636112093925 - MAE: 0.2889387564652954 Validation loss : 0.15722107492825566 - MAE: 0.299146052737687 Epoch: 16 Training loss: 0.14345928631722926 - MAE: 0.28585450120342 Validation loss : 0.15835655086180744 - MAE: 0.2999799426627903 Epoch: 17 Training loss: 0.14413826659321785 - MAE: 0.2881013153573912 Validation loss : 0.15604389984818065 - MAE: 0.29791508329064814 Epoch: 18 Training loss: 0.14309908427298068 - MAE: 0.2863054251735944 Validation loss : 0.15559008366921367 - MAE: 0.2975231734983981 Epoch: 19 Training loss: 0.14340508081018924 - MAE: 0.2865255988742361 Validation loss : 0.15817041651291006 - MAE: 0.30007397316689965 Epoch: 20 Training loss: 0.14153706684708595 - MAE: 0.28535710740880754 Validation loss : 0.15578039034324534 - MAE: 0.29770187771554596 Epoch: 21 Training loss: 0.1428557775169611 - MAE: 0.285682293954449 Validation loss : 0.16232867451275096 - MAE: 0.3028449341916031 Stopped after 21 epochs. Prediction MAE: 0.2859 Finished at: 10:42:59 Time taken: 5022 s. 0 days 1 hours 23 minutes 42 seconds Preds: [[1.233618140220642], [1.4755713939666748], [1.3924506902694702], [1.4247466325759888], [1.2319104671478271], [1.3504420518875122], [1.6446179151535034], [1.2249202728271484], [1.3456287384033203], [1.141603946685791], [1.0327190160751343], [1.2019016742706299], [1.3352527618408203], [1.1455737352371216], [1.2655575275421143], [1.309267282485962], [1.0989603996276855], [1.4841564893722534], [1.3443546295166016], [1.0731871128082275], [1.490348219871521], [1.3837885856628418], [1.377379059791565], [1.306207299232483], [1.1953948736190796], [1.2181469202041626], [1.7573474645614624], [1.0608865022659302], [1.095293402671814], [1.4704174995422363], [1.4382073879241943], [1.2036908864974976], [1.6745020151138306], [1.288819432258606], [1.1245323419570923], [1.3023673295974731], [1.380672574043274], [1.4288431406021118], [1.2409840822219849], [1.4399996995925903], 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