19-04-2023_nb-bert-base_batchsize_128_all_units_0.001_1_50_freeze_True.txt

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
Epoch: 21
Training loss: 0.13500447817146777 - MAE: 0.2771479085296469
Validation loss : 0.13857040510458105 - MAE: 0.2804170190528482
Epoch: 22
Training loss: 0.13786660879850388 - MAE: 0.2803796913909176
Validation loss : 0.13938766323468266 - MAE: 0.28218952799424674
Epoch: 23
Training loss: 0.1356737055629492 - MAE: 0.27760473376719097
Validation loss : 0.1387395648395314 - MAE: 0.28104305604965496
Epoch: 24
Training loss: 0.1354680922627449 - MAE: 0.2783789680019564
Validation loss : 0.13770897116731196 - MAE: 0.2785631474709757
Epoch: 25
Training loss: 0.13535136304795742 - MAE: 0.2780364614592138
Validation loss : 0.1387501472935957 - MAE: 0.2815106612637648
Epoch: 26
Training loss: 0.13641170173883438 - MAE: 0.2785825396623511
Validation loss : 0.1377785275964176 - MAE: 0.2779127802398686
Epoch: 27
Training loss: 0.13511715725064277 - MAE: 0.2772811605749396
Validation loss : 0.13769023996942184 - MAE: 0.2791481897868475
Epoch: 28
Training loss: 0.13464232258498668 - MAE: 0.2768529460597231
Validation loss : 0.13858693136888392 - MAE: 0.28120509094330265
Epoch: 29
Training loss: 0.13505111686885357 - MAE: 0.27770146252380484
Validation loss : 0.13782754584270365 - MAE: 0.27865634634092107
Epoch: 30
Training loss: 0.1361152843385935 - MAE: 0.2788007818749053
Validation loss : 0.13823135328643463 - MAE: 0.2778680444780777
Epoch: 31
Training loss: 0.13569585122168065 - MAE: 0.27721791551653874
Validation loss : 0.1382857184199726 - MAE: 0.27900113514637637
Epoch: 32
Training loss: 0.13462988868355752 - MAE: 0.27621357082625864
Validation loss : 0.13866162782206254 - MAE: 0.280906721333951
Epoch: 33
Training loss: 0.1322924195975065 - MAE: 0.2759485545392573
Validation loss : 0.13808968619388692 - MAE: 0.27962836651910467
Epoch: 34
Training loss: 0.1350867758691311 - MAE: 0.277744652500543
Validation loss : 0.13849331613849192 - MAE: 0.2774987002315543
Epoch: 35
Training loss: 0.13530310183763505 - MAE: 0.27795139872194674
Validation loss : 0.13775512619930155 - MAE: 0.2783110165214615
Epoch: 36
Training loss: 0.1330907303839922 - MAE: 0.27542688121103176
Validation loss : 0.13827609752907472 - MAE: 0.278545462247842
Epoch: 37
Training loss: 0.1348443178832531 - MAE: 0.2772734767600124
Validation loss : 0.13749399649746277 - MAE: 0.27805317930598505
Epoch: 38
Training loss: 0.13353365540504455 - MAE: 0.27670099473229837
Validation loss : 0.13741220139405308 - MAE: 0.2781038571154334
Epoch: 39
Training loss: 0.13391907557845115 - MAE: 0.2772429205417003
Validation loss : 0.1373393614502514 - MAE: 0.27825494666120654
Epoch: 40
Training loss: 0.1353518583625555 - MAE: 0.27881707202145656
Validation loss : 0.1380288508885047 - MAE: 0.28006745848089976
Epoch: 41
Training loss: 0.13279727190732957 - MAE: 0.27629680246220834
Validation loss : 0.13739408552646637 - MAE: 0.2792656288384613
Epoch: 42
Training loss: 0.13518141210079193 - MAE: 0.27731848694830213
Validation loss : 0.1376516994308023 - MAE: 0.27842587245208655
Epoch: 43
Training loss: 0.13476105496287347 - MAE: 0.2769447278961935
Validation loss : 0.13797789373818567 - MAE: 0.280013529834662
Epoch: 44
Training loss: 0.1340862476825714 - MAE: 0.2766977512596384
Validation loss : 0.13768680349868886 - MAE: 0.27792201780711545
Epoch: 45
Training loss: 0.13427647739648818 - MAE: 0.27681226672843173
Validation loss : 0.13786689367364435 - MAE: 0.2790745923390283
Epoch: 46
Training loss: 0.13434269227087497 - MAE: 0.27721375657377983
Validation loss : 0.13819576668388703 - MAE: 0.2787321101836851
Epoch: 47
Training loss: 0.1337495478987694 - MAE: 0.27624826901294286
Validation loss : 0.13770291033913107 - MAE: 0.2784816063821647
Epoch: 48
Training loss: 0.13374978303909302 - MAE: 0.27749630428424826
Validation loss : 0.13747059992131064 - MAE: 0.2782213716321266
Epoch: 49
Training loss: 0.13156662039458752 - MAE: 0.2735670114024808
Validation loss : 0.13866647376733668 - MAE: 0.27856023753626186
Prediction MAE: 0.2627
Finished at: 11:23:10
Time taken: 10826 s.
0 days 3 hours 0 minutes 26 seconds

 
 

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