🐛 [HotFix] Handle Profiler Activities Based on PyTorch Version

[yhna940]

What does this PR do?

This PR adds support for XPU and MTIA profiler activities in accelerate.utils.dataclasses.ProfileKwargs based on the installed PyTorch version. These activities are included conditionally depending on whether the current PyTorch version supports them (XPU in 2.4.0 and MTIA in 2.1.0).

Fixes #3128

Changes made:

• Added XPU_PROFILING_AVAILABLE_PYTORCH_VERSION and MITA_PROFILING_AVAILABLE_PYTORCH_VERSION constants to constants.py.
• Updated ProfileKwargs._get_profiler_activity to conditionally include XPU and MTIA activities based on PyTorch version.

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[BenjaminBossan]

Thanks a lot @yhna940 for providing this fix.

@jenspetersen It would be great if you could check if this solves your initial issue.

[muellerzr]

Thanks for the fix!

[muellerzr]

Will go ahead and merge since it's been a bit

[jenspetersen]

Sorry for the late reply, just wanted to say thanks for fixing :)