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Re:PyTorch 1.8, with AMD ROCm support by my123 on Friday March 05, 2021 @05:39AM (#26355301)
“Making science accessible to everyone is important to us. That's one of the reasons why GeForce cards can run CUDA.” — Bryce Lelbach at Nvidia

AMD meanwhile considers GPU compute as a premium feature... which is a different approach.

Not having a shippable IR like PTX but explicitly targeting a given GPU ISA, making this unshippable outside of HPC and supporting Linux only also points in that direction.

Intel will end up being a much better option than AMD for GPU compute once they ship dGPUs... in their first gen.

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