[dev-ops] Type annotation validation GitHub action

[noxan]

Close #901

• Adds github action for type annotation validations
• Currently limited to a single file configure.py as it is the only one which passes (can be easily extended to other files once they are valid too)

[github-actions]

20a4bb1

Model Benchmark

Benchmark	Metric	main	current	diff
AirPassengers	SmoothL1Loss	0.00031	0.00031	0.0%	✅
AirPassengers	MAE	6.35364	6.35364	0.0%	✅
AirPassengers	RMSE	7.68085	7.68085	0.0%	✅
AirPassengers	Loss	0.00023	0.00023	0.0%	✅
AirPassengers	RegLoss	0	0	0.0%	✅
AirPassengers	SmoothL1Loss_val	0.06051	0.06051	0.0%	✅
AirPassengers	MAE_val	85.1099	85.1099	0.0%	✅
AirPassengers	RMSE_val	108.276	108.276	0.0%	✅
PeytonManning	SmoothL1Loss	0.00587	0.00587	0.0%	✅
PeytonManning	MAE	0.34839	0.34839	0.0%	✅
PeytonManning	RMSE	0.48617	0.48617	0.0%	✅
PeytonManning	Loss	0.00464	0.00464	0.0%	✅
PeytonManning	RegLoss	0	0	0.0%	✅
PeytonManning	SmoothL1Loss_val	0.03038	0.03038	0.0%	✅
PeytonManning	MAE_val	0.92518	0.92518	0.0%	✅
PeytonManning	RMSE_val	1.13074	1.13074	0.0%	✅
YosemiteTemps	SmoothL1Loss	0.00086	0.00086	0.0%	✅
YosemiteTemps	MAE	1.43672	1.43672	0.0%	✅
YosemiteTemps	RMSE	2.14749	2.14749	0.0%	✅
YosemiteTemps	Loss	0.00064	0.00064	0.0%	✅
YosemiteTemps	RegLoss	0	0	0.0%	✅
YosemiteTemps	SmoothL1Loss_val	0.00097	0.00097	0.0%	✅
YosemiteTemps	MAE_val	1.71173	1.71173	0.0%	✅
YosemiteTemps	RMSE_val	2.2758	2.2758	0.0%	✅

Model Training

PeytonManning

YosemiteTemps

AirPassengers

[codecov-commenter]

Codecov Report

Merging #902 (8f59992) into main (499ae1a) will not change coverage.
The diff coverage is n/a.

@@           Coverage Diff           @@
##             main     #902   +/-   ##
=======================================
  Coverage   89.89%   89.89%           
=======================================
  Files          19       19           
  Lines        4659     4659           
=======================================
  Hits         4188     4188           
  Misses        471      471           

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[github-actions]

8f59992

Model Benchmark

Benchmark	Metric	main	current	diff
YosemiteTemps	MAE_val	1.72948	1.72949	0.0%	✅
YosemiteTemps	RMSE_val	2.27386	2.27386	0.0%	✅
YosemiteTemps	Loss_val	0.00096	0.00096	0.0%	✅
YosemiteTemps	RegLoss_val	0	0	0.0%	✅
YosemiteTemps	epoch	84	84	0.0%	✅
YosemiteTemps	MAE	1.45189	1.45189	0.0%	✅
YosemiteTemps	RMSE	2.16631	2.16631	0.0%	✅
YosemiteTemps	Loss	0.00066	0.00066	0.0%	✅
YosemiteTemps	RegLoss	0	0	0.0%	✅
YosemiteTemps	time	153.57	97.98	-36.2%	✅
PeytonManning	MAE_val	0.64636	0.64636	0.0%	✅
PeytonManning	RMSE_val	0.79276	0.79276	0.0%	✅
PeytonManning	Loss_val	0.01494	0.01494	0.0%	✅
PeytonManning	RegLoss_val	0	0	0.0%	✅
PeytonManning	epoch	37	37	0.0%	✅
PeytonManning	MAE	0.42701	0.42701	0.0%	✅
PeytonManning	RMSE	0.57032	0.57032	0.0%	✅
PeytonManning	Loss	0.00635	0.00635	0.0%	✅
PeytonManning	RegLoss	0	0	0.0%	✅
PeytonManning	time	18.97	12.23	-35.53%	✅
AirPassengers	MAE_val	15.2698	15.2698	0.0%	✅
AirPassengers	RMSE_val	19.4209	19.4209	0.0%	✅
AirPassengers	Loss_val	0.00195	0.00195	0.0%	✅
AirPassengers	RegLoss_val	0	0	0.0%	✅
AirPassengers	epoch	89	89	0.0%	✅
AirPassengers	MAE	9.82902	9.82902	0.0%	✅
AirPassengers	RMSE	11.7005	11.7005	0.0%	✅
AirPassengers	Loss	0.00056	0.00056	0.0%	✅
AirPassengers	RegLoss	0	0	0.0%	✅
AirPassengers	time	7.18	4.71	-34.4%	✅

Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers