[Minor] Improve Season glocal reg invalid parameter handling

[ourownstory]

Improve Season glocal reg invalid parameter handling
And update tests

[github-actions]

Model Benchmark

Benchmark	Metric	main	current	diff
PeytonManning	MAE_val	0.35511	0.35511	0.0%	✅
PeytonManning	RMSE_val	0.50375	0.50375	0.0%	✅
PeytonManning	Loss_val	0.01801	0.01801	0.0%	✅
PeytonManning	train_loss	0.01463	0.01463	0.0%	✅
PeytonManning	reg_loss	0	0	0.0%	✅
PeytonManning	MAE	0.34734	0.34734	0.0%	✅
PeytonManning	RMSE	0.49386	0.49386	0.0%	✅
PeytonManning	Loss	0.01463	0.01463	0.0%	✅
PeytonManning	time	14.3622	14.33	-0.22%	✅
AirPassengers	MAE_val	30.8786	30.8786	0.0%	✅
AirPassengers	RMSE_val	31.8365	31.8365	0.0%	✅
AirPassengers	Loss_val	0.01303	0.01303	0.0%	✅
AirPassengers	train_loss	0.00071	0.00071	0.0%	✅
AirPassengers	reg_loss	0	0	0.0%	✅
AirPassengers	MAE	6.85845	6.85845	0.0%	✅
AirPassengers	RMSE	8.90745	8.90745	0.0%	✅
AirPassengers	Loss	0.00076	0.00076	0.0%	✅
AirPassengers	time	8.55225	8.61	0.68%	✅
EnergyPriceDaily	MAE_val	5.64156	5.64156	0.0%	✅
EnergyPriceDaily	RMSE_val	7.19554	7.19554	0.0%	✅
EnergyPriceDaily	Loss_val	0.0289	0.0289	0.0%	✅
EnergyPriceDaily	train_loss	0.02962	0.02962	0.0%	✅
EnergyPriceDaily	reg_loss	0	0	0.0%	✅
EnergyPriceDaily	MAE	6.40067	6.40067	0.0%	✅
EnergyPriceDaily	RMSE	8.56962	8.56962	0.0%	✅
EnergyPriceDaily	Loss	0.02941	0.02941	0.0%	✅
EnergyPriceDaily	time	17.51	17.37	-0.8%	✅
YosemiteTemps	MAE_val	0.48186	0.48186	0.0%	✅
YosemiteTemps	RMSE_val	0.71525	0.71525	0.0%	✅
YosemiteTemps	Loss_val	0.0003	0.0003	0.0%	✅
YosemiteTemps	train_loss	0.00103	0.00103	0.0%	✅
YosemiteTemps	reg_loss	0	0	0.0%	✅
YosemiteTemps	MAE	0.85851	0.85851	0.0%	✅
YosemiteTemps	RMSE	1.54684	1.54684	0.0%	✅
YosemiteTemps	Loss	0.00103	0.00103	0.0%	✅
YosemiteTemps	time	40.4184	39.05	-3.39%	✅

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Model training plots

\n ## Model Training ### PeytonManning  ### YosemiteTemps  ### AirPassengers  ### EnergyPriceDaily  \n