07-05-2023_nb-bert-base_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt

Started at: 15:31:13
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Epoch: 0
Training loss: 1.2954848909378052 - MAE: 1.050244734015666
Validation loss : 0.8470989664395651 - MAE: 0.8281701794455048
Epoch: 1
Training loss: 0.4445240414142609 - MAE: 0.5411769913687082
Validation loss : 0.324721054898368 - MAE: 0.43869614013342645
Epoch: 2
Training loss: 0.25153143346309664 - MAE: 0.3816801249414825
Validation loss : 0.23877331614494324 - MAE: 0.3700370086786411
Epoch: 3
Training loss: 0.23011713743209838 - MAE: 0.36750653866750815
Validation loss : 0.22173692286014557 - MAE: 0.3575197016352192
Epoch: 4
Training loss: 0.21643910229206084 - MAE: 0.35473120380428824
Validation loss : 0.2111869735850228 - MAE: 0.3495476388776553
Epoch: 5
Training loss: 0.20841679513454436 - MAE: 0.3475277955848527
Validation loss : 0.2027071151468489 - MAE: 0.3434146884806285
Epoch: 6
Training loss: 0.20075951278209686 - MAE: 0.3414739466792711
Validation loss : 0.19626588291592068 - MAE: 0.3390224698180928
Epoch: 7
Training loss: 0.1959322625398636 - MAE: 0.33718433600506764
Validation loss : 0.19155074821578133 - MAE: 0.33601220203771287
Epoch: 8
Training loss: 0.19064979493618012 - MAE: 0.33252034985072276
Validation loss : 0.18807757563061184 - MAE: 0.33369018106396875
Epoch: 9
Training loss: 0.18758945107460023 - MAE: 0.3310842562717609
Validation loss : 0.18544620275497437 - MAE: 0.33179714328905824
Epoch: 10
Training loss: 0.18699397385120392 - MAE: 0.3293496073915552
Validation loss : 0.1833840227789349 - MAE: 0.3305601596359932
Epoch: 11
Training loss: 0.1838909602165222 - MAE: 0.326863464187819
Validation loss : 0.18136033746931288 - MAE: 0.32891395485147645
Epoch: 12
Training loss: 0.18286386430263518 - MAE: 0.325863773872513
Validation loss : 0.17971531218952602 - MAE: 0.32756646233438397
Epoch: 13
Training loss: 0.1797239762544632 - MAE: 0.32309299652089063
Validation loss : 0.17807276712523568 - MAE: 0.32608809156272295
Epoch: 14
Training loss: 0.17857051372528077 - MAE: 0.3213261058182539
Validation loss : 0.1767602562904358 - MAE: 0.3250377233246472
Epoch: 15
Training loss: 0.17911633133888244 - MAE: 0.3217271718139446
Validation loss : 0.1751896556880739 - MAE: 0.3234474552955444
Epoch: 16
Training loss: 0.17600405514240264 - MAE: 0.3189804320611656
Validation loss : 0.17363134854369694 - MAE: 0.3217130704298945
Epoch: 17
Training loss: 0.17391868591308593 - MAE: 0.3165747054747144
Validation loss : 0.17256545523802438 - MAE: 0.3208692052839463
Epoch: 18
Training loss: 0.17313318729400634 - MAE: 0.3169905761419007
Validation loss : 0.17127088208993277 - MAE: 0.3194913697705306
Epoch: 19
Training loss: 0.17114326536655425 - MAE: 0.31336970082229104
Validation loss : 0.17016845610406664 - MAE: 0.31830314372899243
Epoch: 20
Training loss: 0.1727628666162491 - MAE: 0.31565258354376935