04-05-2023_norbert_batchsize_128_all_units_0.001_1_150_freeze_True_earlystop_3.txt

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