-
Notifications
You must be signed in to change notification settings - Fork 82
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
HNSW GPU hierarchy #616
HNSW GPU hierarchy #616
Conversation
Auto-sync is disabled for draft pull requests in this repository. Workflows must be run manually. Contributors can view more details about this message here. |
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Thanks Divye for the PR! The PR looks good overall. There is one error with handling large datasets, I proposed a suggestion to fix that. With that fix I could successfully run this with large dataset that does not fit GPU mem. Apart from that I have a few smaller suggestions.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
We could switch to IVF-PQ for hierarchy building easily, and it might make sense to have that as default.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Would be great to remove the limitations on the dataset type. Please find below my suggestions for that.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Thanks Divye for the updates, the PR looks good to me!
/merge |
No description provided.