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by donnygreenberg 1092 days ago
No, I know of CentML but don't deeply know the surface of hardware they compile for. I'm enthusiastic about projects like this and others which integrate with PyTorch 2.0. Flexible compilers make the value of being able to ship your code around to various hardware even more powerful.
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Thanks for your comment ! Current focus of optimizations is for Nvidia GPUs but others are in the works. Hidet comes with Hidet.Script which abstracts some of the CUDA struggles and may make the ML optimizations efforts easier to implement. It is still evolving so documentation is limited but here are some examples: https://github.com/hidet-org/hidet/tree/main/python/hidet/gr...