[Devops] speed up future-reg-nn tests

[ourownstory]

Speedup new tests by using offline dataset

[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	16.57	14.13	-14.73%	🎉
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	10.1818	8.64	-15.14%	🎉
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	19.6248	17.32	-11.74%	🎉
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	45.8063	38.52	-15.91%	🎉

\n

Model training plots

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

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 88.27%. Comparing base (83720b1) to head (841b1c9).
Report is 2 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1596      +/-   ##
==========================================
- Coverage   88.32%   88.27%   -0.06%     
==========================================
  Files          41       41              
  Lines        5364     5364              
==========================================
- Hits         4738     4735       -3     
- Misses        626      629       +3     

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