Environment Checker and Setup

[SuperSecureHuman]

Feature request

Create an automated way, for optimum to check for the installed providers, and test them to confirm if they actually work.

Motivation

#1402

Over here, it was mentioned that they depend on ONNX to tell if cuda is available or not. When onnxruntiime updated, the hard check became invalid.

It would be great to have testing of environment being done within optimum itself.

Your contribution

I am not very sure if I can write good code in the library, but I can sure do help trying to figure out ways to test, and do tests on hardware at my disposal to ensure code/environment compatibility.