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Add subgroup matrix multiplication #80

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Add subgroup matrix multiplication #80

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@junjihashimoto junjihashimoto commented Sep 5, 2025 •
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Add the shader of subgroup matrix multiplication.

$ sysctl -n machdep.cpu.brand_string
Apple M4 Max

$ for i in 11 12 13 ; do MATMUL_VERSION=$i ./build/matmul  | grep 'Dispatching\|FLOPS' ; done
# Without subgroupMatrix (f16) 
[info] Dispatching Kernel version 11: f16: 2D blocktiling with loop unrolling, vectorization and transpose, 30 iterations ...
25.8 milliseconds / dispatch ~ 10640.35 GFLOPS
# With subgroupMatrix (f16) 
[info] Dispatching Kernel version 12: f16: Subgroup matrix multiply with transpose, 30 iterations ...
20.7 milliseconds / dispatch ~ 13299.45 GFLOPS
# With subgroupMatrix (f32) 
[info] Dispatching Kernel version 13: f32: Subgroup matrix multiply with transpose (default), 30 iterations ...
24.6 milliseconds / dispatch ~ 11185.63 GFLOPS

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junjihashimoto commented Sep 5, 2025 •
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The main branch does not seem to output any shader compilation errors.

@junjihashimoto junjihashimoto changed the base branch from main to dev September 22, 2025 09:33
junjihashimoto
junjihashimoto commented Oct 13, 2025
View reviewed changes
cmake/dawn.cmake
# Ensure source present on required commit (idempotent remote setup)
if(NOT DEFINED DAWN_COMMIT OR DAWN_COMMIT STREQUAL "")
set(DAWN_COMMIT "e1d6e12337080cf9f6d8726209e86df449bc6e9a" CACHE STRING "Dawn commit to checkout" FORCE)
set(DAWN_COMMIT "3f79f3aefe0b0a498002564fcfb13eb21ab6c047" CACHE STRING "Dawn commit to checkout" FORCE)
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google/dawn@d7d27a6
Required to set subgroupsize to 32 on MacOS.

@junjihashimoto junjihashimoto marked this pull request as ready for review October 13, 2025 06:14
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