10-04-2023-21:04:23_nb-bert-base_apartment_0.006_1_50_freeze_True.txt

Started at: 21:04:23
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Epoch: 0
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Validation loss : 0.16539869446839606 - MSE: 0.3086538036769655
Epoch: 1
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Validation loss : 0.16982820672648294 - MSE: 0.31674233427703646
Epoch: 2
Training loss: 0.18304820250249604 - MSE: 0.3239108068413553
Validation loss : 0.17052161650998252 - MSE: 0.31788417737032953
Epoch: 3
Training loss: 0.18448016108963097 - MSE: 0.3252394673594232
Validation loss : 0.17072700315288136 - MSE: 0.3182306206402635
Epoch: 4
Training loss: 0.184644706619596 - MSE: 0.32518134408631855
Validation loss : 0.17120066466076034 - MSE: 0.31901036988045756
Epoch: 5
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Validation loss : 0.17181508860417774 - MSE: 0.3200009087117256
Epoch: 6
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Validation loss : 0.1719757279115064 - MSE: 0.32025919894721094
Epoch: 7
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Validation loss : 0.16974811958415167 - MSE: 0.3166154321565825
Epoch: 8
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Validation loss : 0.1729555284338338 - MSE: 0.3217263126762451
Epoch: 9
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Validation loss : 0.1708770450736795 - MSE: 0.31844797706663874
Epoch: 10
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Validation loss : 0.17286965453198977 - MSE: 0.3215693459729664
Epoch: 11
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Validation loss : 0.17201036236115863 - MSE: 0.32026005895708554
Epoch: 12
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Validation loss : 0.17158785260149412 - MSE: 0.3195950089571332
Epoch: 13
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Validation loss : 0.16932314804622106 - MSE: 0.31585823518523415
Epoch: 14
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Validation loss : 0.17218789415700095 - MSE: 0.3203968357577521
Epoch: 15
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Validation loss : 0.1698176066790308 - MSE: 0.31671145460069444
Epoch: 16
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Validation loss : 0.17247124761343002 - MSE: 0.32069564608225065
Epoch: 17
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Epoch: 18
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Epoch: 19
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Epoch: 20
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Validation loss : 0.16118713564106396 - MSE: 0.29868657096854545
Epoch: 21
Training loss: 0.18486736881212124 - MSE: 0.32487037529952106
Validation loss : 0.16049016671521324 - MSE: 0.29485191029795843
Epoch: 22
Training loss: 0.18485277428210362 - MSE: 0.32541124936960536
Validation loss : 0.16668628422277315 - MSE: 0.3111972908639083
Epoch: 23
Training loss: 0.18316040828245359 - MSE: 0.3236609574057915
Validation loss : 0.17183729984930585 - MSE: 0.31994768048669875
Epoch: 24
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Validation loss : 0.17206446932894842 - MSE: 0.3203199030848087
Epoch: 25
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Validation loss : 0.16824970575315612 - MSE: 0.31392427542014045
Epoch: 26
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Validation loss : 0.16485340020486286 - MSE: 0.30710649498505516
Epoch: 27
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Validation loss : 0.168049584542002 - MSE: 0.31401812814874575
Epoch: 28
Training loss: 0.18443961376414716 - MSE: 0.3256206673589944
Validation loss : 0.3068481558135578 - MSE: 0.43936994884861635
Epoch: 29
Training loss: 0.18115830479316342 - MSE: 0.3219161702367045
Validation loss : 0.16694899669715335 - MSE: 0.312683923836864
Epoch: 30
Training loss: 0.18507907698744708 - MSE: 0.3256511754441898
Validation loss : 0.16411111738000597 - MSE: 0.3074208113514552
Epoch: 31
Training loss: 0.18586217908604633 - MSE: 0.32637664962654067
Validation loss : 0.16320727840065957 - MSE: 0.3059868694166653
Epoch: 32
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Validation loss : 0.16413888622607503 - MSE: 0.30821059152118063
Epoch: 33
Training loss: 0.18203174709839728 - MSE: 0.3220701375504126
Validation loss : 0.1587544548724379 - MSE: 0.2959569493325294
Epoch: 34
Training loss: 0.18368410413126343 - MSE: 0.32413280573737724
Validation loss : 0.15969887780291694 - MSE: 0.2992746065520415
Epoch: 35
Training loss: 0.18765165179389195 - MSE: 0.3287727625169157
Validation loss : 0.16739526082362446 - MSE: 0.31147587882255073
Epoch: 36
Training loss: 0.18681108126941237 - MSE: 0.32583754217240724
Validation loss : 0.16222454085946084 - MSE: 0.3011332636183527
Epoch: 37
Training loss: 0.18443954663658604 - MSE: 0.3248433027055634
Validation loss : 0.16194011632885252 - MSE: 0.29963266921529014
Epoch: 38
Training loss: 0.1847973847490491 - MSE: 0.3254608065516019
Validation loss : 0.16131877175399234 - MSE: 0.2935835044049392
Epoch: 39
Training loss: 0.18208547978146564 - MSE: 0.32224210023660366
Validation loss : 0.1618427428816046 - MSE: 0.30216764507183275
Epoch: 40
Training loss: 0.18242523732405264 - MSE: 0.32422324821886367
Validation loss : 0.16014680415391921 - MSE: 0.29979714472013125
Epoch: 41
Training loss: 0.18225599026072373 - MSE: 0.32310618183477163
Validation loss : 0.16124628888709205 - MSE: 0.29989692608859125
Epoch: 42
Training loss: 0.1828198226403843 - MSE: 0.3246313964732699
Validation loss : 0.16742209643125533 - MSE: 0.3122116796422883
Epoch: 43
Training loss: 0.1831384580401541 - MSE: 0.3237606358506173
Validation loss : 0.161268041868295 - MSE: 0.2949177692793975
Epoch: 44
Training loss: 0.18175911686374147 - MSE: 0.3224921260215913
Validation loss : 0.15874234320861952 - MSE: 0.2957430107003477
Epoch: 45
Training loss: 0.17876295763456707 - MSE: 0.3193686327503375
Validation loss : 0.16321297287940978 - MSE: 0.3067040546414708
Epoch: 46
Training loss: 0.18173316735955117 - MSE: 0.32414842525776616
Validation loss : 0.16114861470248018 - MSE: 0.2930051762893397
Epoch: 47
Training loss: 0.17600997964155327 - MSE: 0.31684190030630455
Validation loss : 0.16617148742079735 - MSE: 0.3113823350801665
Epoch: 48
Training loss: 0.17760852626660495 - MSE: 0.31962314073158965
Validation loss : 0.159920306290899 - MSE: 0.30117783650390006
Epoch: 49
Training loss: 0.17665386670133443 - MSE: 0.3178881824962156
Validation loss : 0.1684572545545442 - MSE: 0.3144840662783411
Prediction MSE: 0.3142
Finished at: 21:04:23
Time taken: 3833 s.
0 days 1 hours 3 minutes 53 seconds

 
 

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