AMD has ROCm which tries to get close. I've been able to get some CUDA applications running on a 6700xt, although they are noticeably slower than running on a comparable NVidia card. Maybe we'll see more projects adding native ROCm support now that AMD is trying to cater to the enterprise market.
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