Started at: 23:31:07
norbert2, 0.001, 128
({'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: 0.26663439720869064 - MAE: 0.3988883059100627
Validation loss : 0.18966426481218898 - MAE: 0.3369448800337227
Epoch: 1
Training loss: 0.1841131156682968 - MAE: 0.3278432048597948
Validation loss : 0.17534208385383382 - MAE: 0.3222601691590387
Epoch: 2
Training loss: 0.16919755205512046 - MAE: 0.3150248810255783
Validation loss : 0.17205075919628143 - MAE: 0.32034478399614935
Epoch: 3
Training loss: 0.16370050594210625 - MAE: 0.30848461858803294
Validation loss : 0.16791229563600876 - MAE: 0.3158996427097044
Epoch: 4
Training loss: 0.15879319690167903 - MAE: 0.30243582822506326
Validation loss : 0.1651218849069932 - MAE: 0.3108875101513454
Epoch: 5
Training loss: 0.15427802219986916 - MAE: 0.29842854069426583
Validation loss : 0.16311591600670533 - MAE: 0.3086705140377803
Epoch: 6
Training loss: 0.1524083361774683 - MAE: 0.29523006209175195
Validation loss : 0.163714456207612 - MAE: 0.30915422006445037
Epoch: 7
Training loss: 0.15138228960335254 - MAE: 0.29511583224000026
Validation loss : 0.16111911833286285 - MAE: 0.3054659731683512
Epoch: 8
Training loss: 0.1489515230804682 - MAE: 0.2933538312252247
Validation loss : 0.1581758834859904 - MAE: 0.3017375955992824
Epoch: 9
Training loss: 0.1511006211489439 - MAE: 0.29474934953223647
Validation loss : 0.16293136118089452 - MAE: 0.3091806150526381
Epoch: 10
Training loss: 0.14791207369416953 - MAE: 0.29105243780221857
Validation loss : 0.15650257950319962 - MAE: 0.3001227490893128
Epoch: 11
Training loss: 0.14760239347815513 - MAE: 0.2913725760078877
Validation loss : 0.16039451606133404 - MAE: 0.3021585680923023
Epoch: 12
Training loss: 0.1475458946824074 - MAE: 0.29206565534853324
Validation loss : 0.15759038968997843 - MAE: 0.2991883971577083
Epoch: 13
Training loss: 0.1458326653391123 - MAE: 0.28907803451268993
Validation loss : 0.155505466987105 - MAE: 0.29847763216785667
Epoch: 14
Training loss: 0.14564877450466157 - MAE: 0.29022519197923985
Validation loss : 0.16000595338204326 - MAE: 0.30122497450380015
Epoch: 15
Training loss: 0.14562662817537786 - MAE: 0.2891785655793424
Validation loss : 0.15955582874662735 - MAE: 0.30044914898196184
Epoch: 16
Training loss: 0.14269623432308434 - MAE: 0.2864237342804197
Validation loss : 0.16522828883984508 - MAE: 0.30640706274809065
Stopped after 16 epochs.
Prediction MAE: 0.2882
Finished at: 23:31:07
Time taken: 5698 s.
0 days 1 hours 34 minutes 58 seconds