[Quantizaton] [AMD] Add support for running DeepSeek int8 w8a8 MoE on ROCm #17558
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Signed-off-by: Randall Smith <[email protected]>
rasmith
requested review from
mgoin,
robertgshaw2-redhat and
tlrmchlsmth
as code owners
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Signed-off-by: Randall Smith <[email protected]>
Signed-off-by: Randall Smith <[email protected]>
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| if current_platform.is_rocm(): | ||
| cutlass_compatible_b = (b.shape[0] % 16 == 0 and b.shape[1] % 16 == 0) | ||
| if current_platform.is_rocm() or not cutlass_compatible_b: |
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Note that this could change behavior for CUDA since it will now run the triton kernel if the cutlass kernel isn't satisfied
mgoin
added
rocm
… ROCm (vllm-project#17558) Signed-off-by: Randall Smith <[email protected]> Signed-off-by: Mu Huai <[email protected]>
… ROCm (vllm-project#17558) Signed-off-by: Randall Smith <[email protected]>
… ROCm (vllm-project#17558) Signed-off-by: Randall Smith <[email protected]> Signed-off-by: Yuqi Zhang <[email protected]>
3 participants
This PR makes it possible to use DeepSeek int8 w8a8 MoE on ROCm. This PR #16745 will need to merge before it works, but these are the modifications needed for it to work.
With these modifications and the above PR, I can now run: nm-testing/DeepSeek-Coder-V2-Lite-Instruct-quantized.w8a8
I also had to add an implementation for
roundto work on ROCm sincelibdevice.hip.rounddoesn't exist, but once it becomes available, should be possible to remove this.