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AMD Quietly Funded A Drop-In CUDA Implementation Built On ROCm: It's Now Open-Source
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https://rocm.docs.amd.com/projects/radeon/en/latest/docs/compatibility.html
https://rocblas.readthedocs.io/en/rocm-6.0.0/about/compatibility/linux-support.html
Yes on four consumer grade cards
If I want to have mid-range GPU with compute on linux my only option is nvidia.
Officially, sure, these are the only supported cards. In practice, it works with most AMD cards.