home-standard-results / 11-04-2023-09:30:12_nb-bert-base_house_0.006_1_50_freeze_True.txt
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Epoch: 0
Training loss: 0.21533221261281715 - MSE: 0.34197339416593503
Validation loss : 0.14451597188599408 - MSE: 0.2960304229995927
Epoch: 1
Training loss: 0.1517588474640721 - MSE: 0.2956301456982305
Validation loss : 0.12380113103426993 - MSE: 0.26862038821082024
Epoch: 2
Training loss: 0.14443182972700971 - MSE: 0.28899192076676716
Validation loss : 0.12112187955062836 - MSE: 0.2663072116915828
Epoch: 3
Training loss: 0.14475514602504277 - MSE: 0.29038970057934027
Validation loss : 0.13478531874716282 - MSE: 0.2850182042234337
Epoch: 4
Training loss: 0.1408511215134671 - MSE: 0.2861137754569417
Validation loss : 0.13267319882288575 - MSE: 0.2831877799249014
Epoch: 5
Training loss: 0.136032929232246 - MSE: 0.279424393321389
Validation loss : 0.11587779759429395 - MSE: 0.2579734090027159
Epoch: 6
Training loss: 0.1351911084432351 - MSE: 0.2779842455851462
Validation loss : 0.11928518384229392 - MSE: 0.25956903308497203
Epoch: 7
Training loss: 0.14176342871628309 - MSE: 0.28619337123151156
Validation loss : 0.11641600204166025 - MSE: 0.2570362210167332
Epoch: 8
Training loss: 0.13039547287319836 - MSE: 0.2738442464898942
Validation loss : 0.11378515849355608 - MSE: 0.2556338147619499
Epoch: 9
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Validation loss : 0.11927694408223033 - MSE: 0.2592867935668437
Epoch: 10
Training loss: 0.13600184517471414 - MSE: 0.27845210879496773
Validation loss : 0.12289933965075761 - MSE: 0.2641740314788876
Epoch: 11
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Epoch: 12
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Validation loss : 0.11472726217471063 - MSE: 0.25845796944440735
Epoch: 13
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Epoch: 14
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Epoch: 15
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Epoch: 16
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Epoch: 17
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Epoch: 18
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Epoch: 19
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Validation loss : 0.11323059559799731 - MSE: 0.2554361889847314
Epoch: 20
Training loss: 0.1303498934758337 - MSE: 0.27570483001616874
Validation loss : 0.11533307109493762 - MSE: 0.25642082826334445
Epoch: 21
Training loss: 0.1338770524843743 - MSE: 0.2793606339234174
Validation loss : 0.12536148354411125 - MSE: 0.2694582264007295
Epoch: 22
Training loss: 0.13188404574206 - MSE: 0.2766540656590396
Validation loss : 0.13748734653927386 - MSE: 0.2803560604293125
Epoch: 23
Training loss: 0.13104969533650498 - MSE: 0.2743808910846676
Validation loss : 0.1219000396085903 - MSE: 0.2662790239332935
Epoch: 24
Training loss: 0.13551811905283678 - MSE: 0.28055588907791484
Validation loss : 0.14736322406679392 - MSE: 0.29964323991544006
Epoch: 25
Training loss: 0.13718021135581168 - MSE: 0.28318757243875925
Validation loss : 0.11899347451981157 - MSE: 0.2621157228491029
Epoch: 26
Training loss: 0.13100487805510821 - MSE: 0.2789037081560569
Validation loss : 0.13913047080859542 - MSE: 0.2888981162464006
Epoch: 27
Training loss: 0.13614017461475572 - MSE: 0.2837393993703743
Validation loss : 0.14889122126623988 - MSE: 0.3014935638998395
Epoch: 28
Training loss: 0.13263703659176826 - MSE: 0.27921183830932944
Validation loss : 0.14452552725560963 - MSE: 0.2970602020864135
Epoch: 29