home-standard-results / 19-04-2023_nb-bert-base_batchsize_128_all_units_0.001_1_50_freeze_True.txt
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Epoch: 0
Epoch: 0
Training loss: 0.31682723969221116 - MAE: 0.4270551883918429
Validation loss : 0.17406331966905034 - MAE: 0.32230179369633777
Epoch: 1
Training loss: 0.16770198747515677 - MAE: 0.31259940333736164
Validation loss : 0.1586608391474275 - MAE: 0.30445839043374284
Epoch: 2
Training loss: 0.159769741743803 - MAE: 0.3024783775537543
Validation loss : 0.1531248894684455 - MAE: 0.2979603761303602
Epoch: 3
Training loss: 0.15299145340919496 - MAE: 0.2954564989999413
Validation loss : 0.14940124268040939 - MAE: 0.2937186717776503
Epoch: 4
Training loss: 0.14963373884558678 - MAE: 0.2927651877520682
Validation loss : 0.1465359816656393 - MAE: 0.28962546403058864
Epoch: 5
Training loss: 0.14846575662493705 - MAE: 0.2924354030478544
Validation loss : 0.14600852613939957 - MAE: 0.2901171886959917
Epoch: 6
Training loss: 0.1461155606806278 - MAE: 0.28910296909082894
Validation loss : 0.1443572162705309 - MAE: 0.2882029863669967
Epoch: 7
Training loss: 0.1435057543218136 - MAE: 0.28626437472780547
Validation loss : 0.14302697953055887 - MAE: 0.28601234103062984
Epoch: 8
Training loss: 0.14254434838891028 - MAE: 0.28481520755382117
Validation loss : 0.1440344860448557 - MAE: 0.28876987237318597
Epoch: 9
Training loss: 0.14220659375190736 - MAE: 0.2843890291073015
Validation loss : 0.14513540706213782 - MAE: 0.29083508437670147
Epoch: 10
Training loss: 0.14016222164034844 - MAE: 0.284439432952026
Validation loss : 0.14425752794041352 - MAE: 0.2893868117236209
Epoch: 11
Training loss: 0.13950059577822685 - MAE: 0.28205096776739585
Validation loss : 0.14302689625936396 - MAE: 0.2873420180144296
Epoch: 12
Training loss: 0.14032857306301594 - MAE: 0.2838538819069717
Validation loss : 0.14159568223883123 - MAE: 0.2846705210276279
Epoch: 13
Training loss: 0.13777491554617882 - MAE: 0.2811532460436431
Validation loss : 0.1402983827626004 - MAE: 0.28214487482668094
Epoch: 14
Training loss: 0.1384480883181095 - MAE: 0.2826869318220167
Validation loss : 0.14003691515501807 - MAE: 0.2823408793685602
Epoch: 15
Training loss: 0.1364074445515871 - MAE: 0.27945450259770427
Validation loss : 0.14107048862120686 - MAE: 0.2845604702301118
Epoch: 16
Training loss: 0.13790464267134667 - MAE: 0.2811272648348582
Validation loss : 0.13953395713778102 - MAE: 0.2813538407893107
Epoch: 17
Training loss: 0.13609110862016677 - MAE: 0.27886227584191275
Validation loss : 0.1393512728459695 - MAE: 0.28146348314429903
Epoch: 18
Training loss: 0.1379956752061844 - MAE: 0.2805913614355465
Validation loss : 0.14084946802433798 - MAE: 0.2841884875193426
Epoch: 19
Training loss: 0.13686978235840797 - MAE: 0.27852323035389914
Validation loss : 0.1389886044404086 - MAE: 0.2800740030523367
Epoch: 20
Training loss: 0.13681577205657958 - MAE: 0.27942651378620287
Validation loss : 0.13925977927796981 - MAE: 0.28123826139713554