[Feature Request]: Add Intel® Extension for PyTorch support

[Micraow]

Is there an existing issue for this?

• [X] I have searched the existing issues and checked the recent builds/commits

What would your feature do ?

By using Intel® Extension for PyTorch , we can take advantages of AVX-512 Vector Neural Network Instructions (AVX512 VNNI) and Intel® Advanced Matrix Extensions (Intel® AMX) on Intel CPUs through a few lines of changes. That can speed up the inference.

Proposed workflow

This should go background, so the user may only notice the speed is faster.

Additional information

No response

[cavusmustafa]

Thank you for the suggestion. OpenVINO backend already takes advantage of AVX512 and AMX and provides the best optimizations for the target Intel® device. At present, we find no necessity to change the backend.