Use CUDA for FaceAnalysis

[henryruhs]

The insightface dependency has to go in my opinion as this causes lot of issues like:

libstdc++.so.6: version `GLIBCXX_3.4.32' not found

For the moment, I suggest to use cuda to speed up training:

FaceAnalysis(device='cuda')

and for inswapper just:

providers = ['CUDAExecutionProvider']

[somanchiu]

Based on my testing in both Windows and Linux, insightface has no issues. Do you use a Python virtual environment?

As for FaceAnalysis, CUDA has been supported in the code for both training and inference.

[henryruhs]

I couldn't find a related commit, so I opened this issue because it's missing in some areas.

[somanchiu]

It has always been supported. By default, FaceAnalysis will use CUDA.