Merge CAGRA indexes on the GPU instead of rebuilding from vectors - #2497
Draft
imotov wants to merge 1 commit into
Draft
Merge CAGRA indexes on the GPU instead of rebuilding from vectors#2497imotov wants to merge 1 commit into
imotov wants to merge 1 commit into
Conversation
mergeOneField now hands the segments' CAGRA indexes to the cuVS merge API, falling back to the vector based merge when the merged rows cannot be lined up with the merged flat vectors. Deleted documents are dropped through a row, which needs a new CagraIndex.merge overload taking a BitSet. Also cleans up some merge overloads on CuVSProvider and CagraIndex. Closes NVIDIA#1078
Contributor
Author
|
/ok to test b16e36c |
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
mergeOneField now hands the segments' CAGRA indexes to the cuVS merge API, falling back to the vector based merge when the merged rows cannot be lined up with the merged flat vectors. Deleted documents are dropped through a row, which needs a new CagraIndex.merge overload taking a BitSet. Also cleans up some merge overloads on CuVSProvider and CagraIndex.
Closes #1078