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[Build] No need to use the more restrictive gencode then necessary #20212
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[Build] No need to use the more restrictive gencode then necessary #20212
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Signed-off-by: Lucas Wilkinson <[email protected]>
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Summary of Changes
Hello @LucasWilkinson, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!
This pull request aims to improve the forward compatibility of the build system by relaxing the gencode requirements for certain CUDA architectures. The change ensures that the build process for CUTLASS MoE kernels uses standard gencode variants unless specific 'a' variant features are explicitly required, which are noted as not being forward compatible.
Highlights
- Build Configuration: I've updated the
CMakeLists.txt
to use less restrictive gencode variants for CUTLASS MoE kernels. Specifically, the9.0a
and10.0a
gencode variants have been changed to9.0
and10.0
respectively forCUTLASS_MOE_DATA_ARCHS
.
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Code Review
This pull request correctly changes the CUDA gencode for moe_data.cu
from architecture-specific variants (e.g., 9.0a
) to base architectures (e.g., 9.0
). This is a good improvement for build-time forward compatibility, as this file doesn't appear to use any architecture-specific instructions. The change is logical and well-justified. I've added one comment regarding the maintainability of the surrounding build logic, which could be improved in the future to be less brittle.
cuda_archs_loose_intersection(CUTLASS_MOE_DATA_ARCHS "9.0;10.0" "${CUDA_ARCHS}") | ||
if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER_EQUAL 12.3 AND CUTLASS_MOE_DATA_ARCHS) |
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This change to use base architectures (9.0
, 10.0
) instead of the more restrictive a
-variants is correct and improves forward compatibility for moe_data.cu
.
However, the overall logic for compiling this file is a bit brittle. The if
condition on the next line uses a hardcoded CUDA version (>= 12.3
) which is tied to the requirements of the Hopper MoE kernel. This could cause maintenance issues when new MoE kernels with different CUDA version requirements are added in the future.
A more robust approach would be to compile moe_data.cu
if any CUTLASS MoE kernel is enabled, rather than checking for a specific CUDA version. While this is outside the scope of the current change, it's something to consider for future refactoring to improve the build system's maintainability.
Essential Elements of an Effective PR Description Checklist
supported_models.md
andexamples
for a new model.Purpose
The
a
gencode variants are not forward compatible. We should only use them when we need to take advantage of specifica
feature (e.g. for 9.0a thea
enables thewgmma
instructions)Test Plan / Results
Ran
python -m pytest tests/kernels/moe/test_cutlass_moe.py
on a hopper device (Failures match main; no new failures)TODO: test Blackwell
(Optional) Documentation Update