switch between sdvec and dense vec #203
Merged
Conversation
This file contains 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
![github-advanced-security[bot]](https://avatars.githubusercontent.com/in/57789?s=60&v=4){kind=small}
yaushian
force-pushed
the
sdvec_dvec_switch
branch
from
ef04627 to
a559d88
Compare
yaushian
force-pushed
the
sdvec_dvec_switch
branch
from
a559d88 to
2cc5853
Compare
rofuyu
approved these changes
Jan 25, 2023
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Outdated suggestions cannot be applied.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.
Issue #, if available:
Description of changes:
Design a strategy to automatically switch between dense vectors and sdvecs that store cluster centers. If the center worst max density is above the threshold, use dense vec, otherwise use sdvec. It brings a 1.5-2x speedup on clustering.
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.