Started at: 16:43:45
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Epoch: 0
Training loss: 0.20329919241860434 - MSE: 0.3402557295436599
Validation loss : 0.18580390038815411 - MSE: 0.3241432956664492
Epoch: 1
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Validation loss : 0.16568760144891162 - MSE: 0.31341614153228575
Epoch: 2
Training loss: 0.16030060382663902 - MSE: 0.3035005222248579
Validation loss : 0.1516422192481431 - MSE: 0.2875130449669631
Epoch: 3
Training loss: 0.1554781354509937 - MSE: 0.2979727920176376
Validation loss : 0.14750216573928343 - MSE: 0.28489314670482657
Epoch: 4
Training loss: 0.15081479527094038 - MSE: 0.2927710830201153
Validation loss : 0.14724563451653178 - MSE: 0.2861008250329437
Epoch: 5
Training loss: 0.1466910548621628 - MSE: 0.28974043263491844
Validation loss : 0.14556188587889526 - MSE: 0.28255917721777324
Epoch: 6
Training loss: 0.1464147042048159 - MSE: 0.28871972411446317
Validation loss : 0.14734464714472945 - MSE: 0.2857798778567098
Epoch: 7
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Validation loss : 0.1446235611131697 - MSE: 0.28117785966411335
Epoch: 8
Training loss: 0.1449509447601241 - MSE: 0.2885284100938226
Validation loss : 0.1455823565748605 - MSE: 0.2817915015842891
Epoch: 9
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Validation loss : 0.14529388951081218 - MSE: 0.2819837225561805
Epoch: 10
Training loss: 0.14472211318724046 - MSE: 0.28719455320410664
Validation loss : 0.14937494666964718 - MSE: 0.2843606734781727
Epoch: 11
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Validation loss : 0.14968568538174484 - MSE: 0.2861486726980596
Epoch: 12
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Validation loss : 0.1448706823090712 - MSE: 0.28046784730610597
Epoch: 13
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Validation loss : 0.15223626566655707 - MSE: 0.28788476966778725
Epoch: 14
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Validation loss : 0.14466467048182632 - MSE: 0.2818046804860061
Epoch: 15
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Validation loss : 0.14179454258445537 - MSE: 0.279193046159515
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 : 0.13953923958946357 - MSE: 0.2801639866984212
Epoch: 20
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Validation loss : 0.13979203293495107 - MSE: 0.27861376313959874
Epoch: 21
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Validation loss : 0.13928090024626616 - MSE: 0.27858824725509246
Epoch: 22
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Validation loss : 0.14619293684760729 - MSE: 0.28350754677889844
Epoch: 23
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Epoch: 24
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Epoch: 25
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Epoch: 26
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Epoch: 27
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Epoch: 28
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Epoch: 29
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Epoch: 30
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Validation loss : 0.1422693511527596 - MSE: 0.2787260013750915
Epoch: 31
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Epoch: 32
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Validation loss : 0.13849051680528757 - MSE: 0.27857965217533776
Epoch: 33
Training loss: 0.1401642515952817 - MSE: 0.28342677132398825
Validation loss : 0.13788489980453794 - MSE: 0.27930783007810955
Epoch: 34
Training loss: 0.1361726027000979 - MSE: 0.27985046840323413
Validation loss : 0.16987047333157423 - MSE: 0.30493016221803637
Epoch: 35
Training loss: 0.1386311886463371 - MSE: 0.28124844572171204
Validation loss : 0.14169367549545836 - MSE: 0.2802098872485924
Epoch: 36
Training loss: 0.14259846011167251 - MSE: 0.2853321706129094
Validation loss : 0.1517656207310431 - MSE: 0.2935094882384407
Epoch: 37
Training loss: 0.13557088204900625 - MSE: 0.2800028284901953
Validation loss : 0.14517026417183154 - MSE: 0.2817183299169993
Epoch: 38
Training loss: 0.13652241110877336 - MSE: 0.2794668161174052
Validation loss : 0.13902895558964123 - MSE: 0.27818083237902175
Epoch: 39
Training loss: 0.1393957434193737 - MSE: 0.2823959565417317
Validation loss : 0.1395419848461946 - MSE: 0.2798299307917249
Epoch: 40
Training loss: 0.13666216206505213 - MSE: 0.28018458493590065
Validation loss : 0.15288511528210205 - MSE: 0.2918520444865227
Epoch: 41
Training loss: 0.13617279751197942 - MSE: 0.27786906350611423
Validation loss : 0.13901080366111163 - MSE: 0.28098257594247894
Epoch: 42
Training loss: 0.13920053845356564 - MSE: 0.28319340622171985
Validation loss : 0.15065034484547196 - MSE: 0.28718627272826913
Epoch: 43
Training loss: 0.13663471834308605 - MSE: 0.27944792830679593
Validation loss : 0.1535997837781906 - MSE: 0.2978820976756964
Epoch: 44
Training loss: 0.1377708750781674 - MSE: 0.28052896536186017
Validation loss : 0.13884662611014914 - MSE: 0.28029353583997607
Epoch: 45
Training loss: 0.13761436545909358 - MSE: 0.27968942549565456
Validation loss : 0.14552195652416258 - MSE: 0.2821291957997396
Epoch: 46
Training loss: 0.13772785032007295 - MSE: 0.28121185390996406
Validation loss : 0.14855478478200507 - MSE: 0.2842055445676991
Epoch: 47
Training loss: 0.13615723759843612 - MSE: 0.27797362166311385
Validation loss : 0.14246562439383884 - MSE: 0.28192235468867594
Epoch: 48
Training loss: 0.13760697325398474 - MSE: 0.28018863538853894
Validation loss : 0.1460513494570147 - MSE: 0.2856514873850247
Epoch: 49
Training loss: 0.13887955114094133 - MSE: 0.28293828563261564
Validation loss : 0.14114269552131495 - MSE: 0.280206390167187
Prediction MSE: 0.2649
Finished at: 16:43:45
Time taken: 6312 s.
0 days 1 hours 45 minutes 12 seconds

 
 

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