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Epoch: 17 |
Training loss: 0.2352345883846283 - MAE: 0.38863703373231384 |
Validation loss : 0.2415340095758438 - MAE: 0.36523089844446915 |
Epoch: 18 |
Training loss: 0.2158002406358719 - MAE: 0.3658958297026785 |
Validation loss : 0.24027621746063232 - MAE: 0.3705826917519936 |
Epoch: 19 |
Training loss: 0.21208268404006958 - MAE: 0.3704100282568681 |
Validation loss : 0.25164109468460083 - MAE: 0.3871169606080422 |
Epoch: 20 |
Training loss: 0.17722702026367188 - MAE: 0.336929022481567 |
Validation loss : 0.2746301591396332 - MAE: 0.4080349631034411 |
Epoch: 21 |
Training loss: 0.18777716159820557 - MAE: 0.3379772783894288 |
Validation loss : 0.3049810528755188 - MAE: 0.4352820710493968 |
Epoch: 22 |
Training loss: 0.1848054677248001 - MAE: 0.34332956295264394 |
Validation loss : 0.33610042929649353 - MAE: 0.4637320970113461 |
Epoch: 23 |
Training loss: 0.21688483655452728 - MAE: 0.36749590462759923 |
Validation loss : 0.36015841364860535 - MAE: 0.48392002972272724 |
Epoch: 24 |
Training loss: 0.20183156430721283 - MAE: 0.3708644023067073 |
Validation loss : 0.3709980249404907 - MAE: 0.4937438930456455 |
Stopped after 24 epochs. |
Prediction MAE: 0.5076 |
Finished at: 14:40:19 |
Time taken: 439 s. |
0 days 0 hours 7 minutes 19 seconds |
Preds: [[1.7191309928894043], [1.5839954614639282], [2.140916109085083], [1.953258991241455], [1.2630029916763306], [1.698407769203186], [2.032844066619873], [1.9215919971466064], [1.5724438428878784], [1.770376443862915], [1.4258428812026978], [1.603246808052063], [1.8202743530273438], [1.728237509727478], [1.8194266557693481], [1.4585202932357788], [1.8963333368301392], [1.3206255435943604], [1.72213613986969], [2.1634888648986816], [1.9761544466018677], [1.5723778009414673], [1.939049482345581], [1.7006534337997437], [1.5518667697906494], [1.8859261274337769]] |