opencl: use flat variants of gemv for very large M#24006
Merged
Conversation
max-krasnyansky
approved these changes
Jun 2, 2026
Contributor
Author
|
@ggml-org/maintainers Can I please get another approval? |
CISC
approved these changes
Jun 2, 2026
arichiardi
pushed a commit
to arichiardi/llama.cpp
that referenced
this pull request
Jun 2, 2026
jimbothigpen
pushed a commit
to jimbothigpen/llama.cpp
that referenced
this pull request
Jun 6, 2026
…l-org#24006) (cherry picked from commit 63e66fd)
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
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Overview
After some profiling, it turns out that
gemv-noshufflekernels for Q4_K and Q6_K are slow with very large M (those seen in vocab). On the contrary, the flat variants are faster. This PR uses flat GEMV variants for such large M.Additional information
Requirements