Started at: 14:58:07
({'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: 0.7675554938614368 - MAE: 0.7218268842869793
Validation loss : 0.5840958555539449 - MAE: 0.5827894046582064
Epoch: 1
Training loss: 0.49415092915296555 - MAE: 0.5986839248419658
Validation loss : 0.4720619022846222 - MAE: 0.585200722348146
Epoch: 2
Training loss: 0.4484046511352062 - MAE: 0.554433520788571
Validation loss : 0.4777786135673523 - MAE: 0.5403046027523047
Epoch: 3
Training loss: 0.415366031229496 - MAE: 0.5435317536295668
Validation loss : 0.42990968624750775 - MAE: 0.5419536063906305
Epoch: 4
Training loss: 0.39412142150104046 - MAE: 0.5245434911285064
Validation loss : 0.4350344041983287 - MAE: 0.5241025617347218
Epoch: 5
Training loss: 0.38853260688483715 - MAE: 0.5237674086717746
Validation loss : 0.4117620090643565 - MAE: 0.5211508578778722
Epoch: 6
Training loss: 0.3667535427957773 - MAE: 0.5072329589138348
Validation loss : 0.40754977862040204 - MAE: 0.5151992849713838
Epoch: 7
Training loss: 0.3623247407376766 - MAE: 0.5045013681358567
Validation loss : 0.4099322458108266 - MAE: 0.5114030400583374
Epoch: 8
Training loss: 0.3549719639122486 - MAE: 0.4960748857304838
Validation loss : 0.3965168197949727 - MAE: 0.5095656718918984
Epoch: 9
Training loss: 0.35677218809723854 - MAE: 0.4991656174770718
Validation loss : 0.3989155093828837 - MAE: 0.504121969526425
Epoch: 10
Training loss: 0.35797534696757793 - MAE: 0.4965052647383213
Validation loss : 0.3919292589028676 - MAE: 0.5021860128100027
Epoch: 11
Training loss: 0.3498771656304598 - MAE: 0.4923322100425394
Validation loss : 0.3922814130783081 - MAE: 0.49962354808867465
Epoch: 12
Training loss: 0.35045805759727955 - MAE: 0.49545303288574233
Validation loss : 0.38426289955774945 - MAE: 0.4981140455265725
Epoch: 13
Training loss: 0.34572333469986916 - MAE: 0.4875545829879762
Validation loss : 0.3801858226458232 - MAE: 0.49636689515641264
Epoch: 14
Training loss: 0.33835710026323795 - MAE: 0.4836895945561605
Validation loss : 0.3836107651392619 - MAE: 0.49250687287180367
Epoch: 15
Training loss: 0.3261668477207422 - MAE: 0.47392514293900473
Validation loss : 0.37519946694374084 - MAE: 0.49084831912535476
Epoch: 16
Training loss: 0.3351526018232107 - MAE: 0.4787258875098658
Validation loss : 0.37367749214172363 - MAE: 0.48954017311969195
Epoch: 17
Training loss: 0.3310759160667658 - MAE: 0.4774447066315486
Validation loss : 0.3774259686470032 - MAE: 0.4880097384906474
Epoch: 18
Training loss: 0.3268157131969929 - MAE: 0.4769134193579944
Validation loss : 0.36933284997940063 - MAE: 0.4866532541966137
Epoch: 19
Training loss: 0.33208456821739674 - MAE: 0.47655296778862255
Validation loss : 0.37112205227216083 - MAE: 0.4855814635377032
Epoch: 20
Training loss: 0.3221704252064228 - MAE: 0.4708966708048943
Validation loss : 0.37305204073588055 - MAE: 0.4843745666473899
Epoch: 21
Training loss: 0.319220207631588 - MAE: 0.4659159570559885
Validation loss : 0.3656473060448964 - MAE: 0.48240164131099855
Epoch: 22
Training loss: 0.3088933750987053 - MAE: 0.4629783055296608
Validation loss : 0.36868762969970703 - MAE: 0.48167770456315573
Epoch: 23
Training loss: 0.3150640856474638 - MAE: 0.46574956633475034
Validation loss : 0.36718644698460895 - MAE: 0.4807008610589718
Epoch: 24
Training loss: 0.3263703305274248 - MAE: 0.46966805492677394
Validation loss : 0.3651814063390096 - MAE: 0.4781980939746582
Epoch: 25
Training loss: 0.31337919645011425 - MAE: 0.4650738039108138
Validation loss : 0.3631853063901265 - MAE: 0.47657958342163376
Epoch: 26
Training loss: 0.3027796037495136 - MAE: 0.45648859327611346
Validation loss : 0.3644178807735443 - MAE: 0.4770563301927407
Epoch: 27
Training loss: 0.30631479527801275 - MAE: 0.4615475886237446
Validation loss : 0.36238805452982586 - MAE: 0.4760323912501618
Epoch: 28
Training loss: 0.29972987715154886 - MAE: 0.45893463544292934
Validation loss : 0.36146967609723407 - MAE: 0.4746660599977354
Epoch: 29
Training loss: 0.30621732398867607 - MAE: 0.45393519314470104
Validation loss : 0.36188016335169476 - MAE: 0.47444358872711484
Epoch: 30
Training loss: 0.30003988929092884 - MAE: 0.448404071901565
Validation loss : 0.36090312401453656 - MAE: 0.47481797562388134
Epoch: 31
Training loss: 0.3012841921299696 - MAE: 0.44778333443361495