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microsoft / onnxruntime Public

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[webgpu] Use subgroup for matmulnbits#23224

Merged

guschmue merged 17 commits intomicrosoft:mainmicrosoft/onnxruntime:mainfrom qjia7:webgpu_subgroup_matmulnbitsqjia7/onnxruntime:webgpu_subgroup_matmulnbitsCopy head branch name to clipboard

Jan 13, 2025

+293-127

Conversation Commits17 (17)Checks Files changed

Commits

Commits on Dec 27, 2024

[webgpu] Add kernel type to profile info
qjia7
committed
relax some limitations
qjia7
committed
[webgpu] Use override shape in shader key
qjia7
committed
subgroup support only for subgroup size = 32
qjia7
committed
support subgroup with size = 32
qjia7
committed

Commits on Dec 30, 2024

subgroup size = 32, workgroup size = 64
qjia7
committed
put a/scale data into workgroup memory
qjia7
committed
support subgroup size = 8/16/32/64
qjia7
committed

Commits on Dec 31, 2024

workaround the issue that subgroupShuffle is very slow
qjia7
committed
add sg_size check
qjia7
committed

Commits on Jan 2, 2025

Revert "add sg_size check"
qjia7
committed
apply subgroup for tile_m > 1
qjia7
committed
check subgroup feature
qjia7
committed
only apply subgroup for intel GPUs
qjia7
committed
Revert "[webgpu] Use override shape in shader key"
qjia7
committed
Revert "[webgpu] Add kernel type to profile info"
qjia7
committed
add more limitations to use subgroup
qjia7
committed

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