Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

MB-60943 - Reduce number of centroids for IVF indexes. #234

Merged
merged 1 commit into from
Apr 30, 2024

Conversation

metonymic-smokey
Copy link
Member

@metonymic-smokey metonymic-smokey commented Apr 19, 2024

This PR reduces the number of centroids for vectors in sizes ranging from 200k to 1M. Since the reduction in training time is linearly dependent on reduction in centroids, this is to drive down training time.

@metonymic-smokey metonymic-smokey force-pushed the index-types branch 2 times, most recently from 2f45298 to 4aa3904 Compare April 24, 2024 04:42
Copy link
Member

@abhinavdangeti abhinavdangeti left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

@metonymic-smokey is this ready for review - would you update the title here to better reflect the change itself.

@metonymic-smokey metonymic-smokey changed the title update formula MB-60943 - Reduce number of centroids for IVF indexes. Apr 30, 2024
@metonymic-smokey metonymic-smokey force-pushed the index-types branch 2 times, most recently from b120510 to 980ff4f Compare April 30, 2024 15:41
@abhinavdangeti abhinavdangeti merged commit 6fe4e6b into master Apr 30, 2024
6 checks passed
@abhinavdangeti abhinavdangeti deleted the index-types branch April 30, 2024 15:59
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants