Support for AMD gpu's

[AlbertThie]

The current workflow does not allow for the uses of AMD gpu's with ROCM, as there is no good support for gpu based numba.

I have added a ROCM workflow to the code, let me know if you're interested and I'll create a branch.

[zubatyuk]

If the change does not break numba-based code, please create PR.

[AlbertThie]

I've tried to create a PR, but I cannot push my branch to this repo. Can I get permission to do so or should I create a fork?

[zubatyuk]

Yes, please, make a fork and do PR from it

…

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