Reduce the recall threshold for IVF-PQ low-precision LUT inner product tests #573
Conversation
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
…t tests IVF-PQ allows to use low-precision for the lookup table during search to improve QPS. When used for the inner product distance, this has extra tall on recall. This PR reduces our expectation of the recall in this case as an answer to occasional test failures in CI.
achirkin
added
bug
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## branch-25.02 #573 +/- ##
=============================================
Coverage 72.30% 72.30%
=============================================
Files 14 14
Lines 65 65
=============================================
Hits 47 47
Misses 18 18 ☔ View full report in Codecov by Sentry. |
cjnolet
reviewed
Jan 15, 2025
cjnolet
approved these changes
Jan 16, 2025
Member
|
/merge |
Member
|
Thanks Artem and Corey! 🙏 |
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Outdated suggestions cannot be applied.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.
IVF-PQ allows to use low-precision for the lookup table during search to improve QPS. When used for the inner product distance, this has extra tall on recall. This PR reduces our expectation of the recall in this case as an answer to occasional test failures in CI.