Started at: 16:30:49 ({'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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {}) Epoch: 0 Training loss: 0.3458641168475151 - MAE: 0.4470721267008891 Validation loss : 0.1788818021030987 - MAE: 0.32197414947064035 Epoch: 1 Training loss: 0.17300812512636185 - MAE: 0.3175820470114712 Validation loss : 0.16896727418198304 - MAE: 0.31332903775222964 Epoch: 2 Training loss: 0.1648126335442066 - MAE: 0.308156299760969 Validation loss : 0.16454754506840424 - MAE: 0.3087028804974932 Epoch: 3 Training loss: 0.1608002531528473 - MAE: 0.3038113721048132 Validation loss : 0.1621274115408168 - MAE: 0.30596198775094147 Epoch: 4 Training loss: 0.15862647637724878 - MAE: 0.3014963360894156 Validation loss : 0.16059190341654947 - MAE: 0.30361069127564794 Epoch: 5 Training loss: 0.15564483717083932 - MAE: 0.29912276695755136 Validation loss : 0.15960544479243896 - MAE: 0.3032567813495726 Epoch: 6 Training loss: 0.15132688611745834 - MAE: 0.29362002153133276 Validation loss : 0.15873736844343297 - MAE: 0.3026340556567635 Epoch: 7 Training loss: 0.15053230985999108 - MAE: 0.2936411939181263 Validation loss : 0.15721423354218989 - MAE: 0.3007017446245457 Epoch: 8 Training loss: 0.15200649231672286 - MAE: 0.29530517620818714 Validation loss : 0.1567032946383252 - MAE: 0.29992379573698985 Epoch: 9 Training loss: 0.14823424234986304 - MAE: 0.29201854833537316 Validation loss : 0.15661324560642242 - MAE: 0.3000581370785886 Epoch: 10 Training loss: 0.1488597995787859 - MAE: 0.29202925516443873 Validation loss : 0.15594959259033203 - MAE: 0.29955980657011466 Epoch: 11 Training loss: 0.1478568846732378 - MAE: 0.2920750352468466 Validation loss : 0.15519277882926605 - MAE: 0.29875912341148037 Epoch: 12 Training loss: 0.14643058851361274 - MAE: 0.2900920148543982 Validation loss : 0.1542835871086401 - MAE: 0.29761316691536144 Epoch: 13 Training loss: 0.145680733025074 - MAE: 0.29051563041966255 Validation loss : 0.1540197721299003 - MAE: 0.2970695665813526 Epoch: 14 Training loss: 0.14762464702129363 - MAE: 0.2914787752307884 Validation loss : 0.15417058765888214 - MAE: 0.2980900478295141 Epoch: 15 Training loss: 0.14693237617611885 - MAE: 0.2902377114756851 Validation loss : 0.15259952054304235 - MAE: 0.2949612107951529 Epoch: 16 Training loss: 0.14457482241094113 - MAE: 0.2876271989725693 Validation loss : 0.15327997593318715 - MAE: 0.2970857583493576 Epoch: 17 Training loss: 0.14548898428678514 - MAE: 0.28977346291513006 Validation loss : 0.15336684838813894 - MAE: 0.29746389708445636 Epoch: 18 Training loss: 0.14513224378228187 - MAE: 0.2880594172821849 Validation loss : 0.1536425084752195 - MAE: 0.2978804876617184 Stopped after 18 epochs. Prediction MAE: 0.2855 Finished at: 16:30:49 Time taken: 4201 s. 0 days 1 hours 10 minutes 1 seconds Preds: [[1.2735986709594727], [1.51920485496521], [1.6069307327270508], [1.603623628616333], [1.2356956005096436], [1.4860026836395264], [1.51082444190979], [1.5021566152572632], [1.493335247039795], [1.2750823497772217], [1.3016366958618164], [1.4113049507141113], [1.3761978149414062], [1.3028976917266846], [1.275503396987915], [1.5986119508743286], [1.4569201469421387], [1.6273345947265625], [1.293126106262207], [1.3325815200805664], [1.5422369241714478], [1.4470772743225098], [1.535083532333374], [1.5132843255996704], [1.229087233543396], [1.2980599403381348], [1.7422492504119873], [1.4311766624450684], [1.2082390785217285], [1.4794580936431885], [1.5198695659637451], [1.2922563552856445], [1.5800485610961914], [1.4546093940734863], [1.3237993717193604], [1.3663440942764282], [1.3337531089782715], [1.3723793029785156], [1.3190256357192993], [1.5181879997253418], [1.3789397478103638], 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