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junrushao1994 | 2 years ago

tbh im not sure what amds plan is on ROCm support on consumer devices, but i dont really think amd is being fraudulent or something.

Both rocm and vulkan are supported in MLC LLM as mentioned in our blog post. we are aware that rocm is not sufficient to cover consumer hardwares, and in this case vulkan is a nice backup!

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zorgmonkey|2 years ago

How does the performance with Vulkan compare to the ROCm performance on the same hardware?

junrushao1994|2 years ago

We haven't done any comparison them yet, but generally we believe Vulkan as a more generic cross-vendor API should be slower than ROCm. Same for CUDA vs Vulkan.