this post was submitted on 01 Sep 2023
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I'm not too well versed in the AI/ML industry, but from what I hear CUDA is still the far prevalent / preferred backend - I don't believe its impossible so to speak, but it definitely involves having to dig a bit deeper for more alternatives.
I hear its also somewhat common to use an AMD GPU for your actual desktop, but then also have an Nvidia GPU strictly for usage of CUDA but of course that's a bit more expensive and also still involves keeping up with Nvidia's hardware.