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[https://nvbugs/5597647][fix] Fix MNNVL Allreduce accuracy issue on Hopper #8612
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[https://nvbugs/5597647][fix] Fix MNNVL Allreduce accuracy issue on Hopper #8612
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📝 WalkthroughWalkthroughThe changes expand CUDA inline assembly support in mnnvlTwoShotAllreduceKernels to lower GPU architectures (from 700+) by adopting release-variant intrinsics, and enable a previously-skipped test in the mnnvl_allreduce test suite. Changes
Estimated code review effort🎯 2 (Simple) | ⏱️ ~12 minutes Pre-merge checks and finishing touches❌ Failed checks (1 warning)
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📒 Files selected for processing (2)
cpp/tensorrt_llm/kernels/communicationKernels/mnnvlTwoShotAllreduceKernels.cu(1 hunks)tests/unittest/_torch/multi_gpu/test_mnnvl_allreduce.py(0 hunks)
💤 Files with no reviewable changes (1)
- tests/unittest/_torch/multi_gpu/test_mnnvl_allreduce.py
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cpp/tensorrt_llm/kernels/communicationKernels/mnnvlTwoShotAllreduceKernels.cu
**/*.{cpp,cxx,cc,cu,h,hpp,hh,hxx,cuh}
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cpp/tensorrt_llm/kernels/communicationKernels/mnnvlTwoShotAllreduceKernels.cu
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cpp/tensorrt_llm/kernels/communicationKernels/mnnvlTwoShotAllreduceKernels.cu
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cpp/tensorrt_llm/kernels/communicationKernels/mnnvlTwoShotAllreduceKernels.cu
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Signed-off-by: Shiyu Li <shili@nvidia.com>
Signed-off-by: Shiyu Li <shili@nvidia.com>
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…opper (NVIDIA#8612) Signed-off-by: Shiyu Li <shili@nvidia.com>
…opper (NVIDIA#8612) Signed-off-by: Shiyu Li <shili@nvidia.com> Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
Summary by CodeRabbit
Bug Fixes
Tests
Description
This PR fixed the accuracy issue in MNNVL Allreduce kernel on Hopper caused by wrong memory semantic used in the Hopper branch.
Test Coverage
tests/unittest/_torch/multi_gpu/test_mnnvl_allreduce.py
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PR Follows TRT-LLM CODING GUIDELINES to the best of your knowledge.
Test cases are provided for new code paths (see test instructions)
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Documentation updated as needed
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Please check this after reviewing the above items as appropriate for this PR.
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