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[Minor] Simplify training procedure - flatten function calls #1642

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Aug 30, 2024

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Merged

[Minor] Simplify training procedure - flatten function calls #1642

finish trying to reset model
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ModelReport

Model Benchmark

Benchmark Metric main current diff
YosemiteTemps MAE_val 0.58957 0.58957 0.0%
YosemiteTemps RMSE_val 0.86595 0.86595 0.0%
YosemiteTemps Loss_val 0.00044 0.00044 0.0%
YosemiteTemps MAE 0.9641 0.9641 0.0%
YosemiteTemps RMSE 1.69444 1.69444 0.0%
YosemiteTemps Loss 0.00123 0.00123 0.0%
YosemiteTemps LR 8e-05 8e-05 0.0%
YosemiteTemps time 139.394 141.13 1.25%
EnergyPriceDaily MAE_val 5.39142 5.39142 0.0%
EnergyPriceDaily RMSE_val 6.65739 6.65739 0.0%
EnergyPriceDaily Loss_val 0.02483 0.02483 0.0%
EnergyPriceDaily MAE 5.93446 5.93446 0.0%
EnergyPriceDaily RMSE 7.96693 7.96693 0.0%
EnergyPriceDaily Loss 0.02572 0.02572 0.0%
EnergyPriceDaily LR 0.00019 0.00019 0.0%
EnergyPriceDaily time 39.3679 38.94 -1.09%
AirPassengers MAE_val 30.8849 30.8849 0.0%
AirPassengers RMSE_val 32.0342 32.0342 0.0%
AirPassengers Loss_val 0.01319 0.01319 0.0%
AirPassengers MAE 6.49056 6.49056 0.0%
AirPassengers RMSE 8.45795 8.45795 0.0%
AirPassengers Loss 0.00071 0.00071 0.0%
AirPassengers LR 0.00022 0.00022 0.0%
AirPassengers time 9.55878 9.4 -1.66%
PeytonManning MAE_val 0.35144 0.35144 0.0%
PeytonManning RMSE_val 0.50166 0.50166 0.0%
PeytonManning Loss_val 0.01781 0.01781 0.0%
PeytonManning MAE 0.34701 0.34701 0.0%
PeytonManning RMSE 0.4942 0.4942 0.0%
PeytonManning Loss 0.01469 0.01469 0.0%
PeytonManning LR 0.00028 0.00028 0.0%
PeytonManning time 24.7513 25.48 2.94%
Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers

EnergyPriceDaily