feat(utils): optional aiter swizzle GEMM for ROCm MI + aiter#13327
Open
LiuYinfeng01 wants to merge 1 commit intohuggingface:mainfrom
Open
feat(utils): optional aiter swizzle GEMM for ROCm MI + aiter#13327LiuYinfeng01 wants to merge 1 commit intohuggingface:mainfrom
LiuYinfeng01 wants to merge 1 commit intohuggingface:mainfrom
Conversation
Add diffusers.utils.aiter_swizzle_gemm: can_shuffle (layout k multiple of 2*IK), apply_swizzle for eligible large nn.Linear layers using shuffle_weight + hipb_mm with bpreshuffle. Requires AMD MI-series (ROCm) with the aiter package installed; raises ImportError if aiter is missing when apply_swizzle is called. Exported from diffusers.utils alongside existing is_aiter_available checks. Made-with: Cursor
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Add diffusers.utils.aiter_swizzle_gemm: can_shuffle (layout k multiple of 2*IK), apply_swizzle for eligible large nn.Linear layers using shuffle_weight + hipb_mm with bpreshuffle.
Requires AMD MI-series (ROCm) with the aiter package installed; raises ImportError if aiter is missing when apply_swizzle is called. Exported from diffusers.utils alongside existing is_aiter_available checks.
What does this PR do?
Fixes # (issue)
Who can review?
Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.