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.

Sign up for GitHub

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

Jump to bottom

feat: Quantization for HNSW #81

Merged
merged 5 commits into from
Sep 26, 2023
Merged

feat: Quantization for HNSW #81

merged 5 commits into from
Sep 26, 2023

Conversation

usamoi
Copy link
Collaborator

@usamoi usamoi commented Sep 25, 2023 •
edited

Changelog:

  1. Mark target-cpu=x86-64-v3 only for x86_64.
  2. Quantization for HNSW.
  3. Allow setting compression ratio for product quantization.
  4. Use residuals for IVF.

@usamoi usamoi marked this pull request as draft September 25, 2023 07:44
@usamoi usamoi changed the title Quantization for HNSW feat: Quantization for HNSW Sep 25, 2023
@usamoi
feat: quantization for hnsw
2ca12f9 
Signed-off-by: usamoi <usamoi@outlook.com>
@usamoi
feat: use residuals for IVFPQ
c8277d0 
Signed-off-by: usamoi <usamoi@outlook.com>
@usamoi
fix: broken load for hnsw
12c8d32 
Signed-off-by: usamoi <usamoi@outlook.com>
@usamoi usamoi marked this pull request as ready for review September 26, 2023 05:31
@usamoi
fix: remove '\n' from file names
c48515e 
Signed-off-by: usamoi <usamoi@outlook.com>
@usamoi
docs: improve readme and index options
65980fa 
Signed-off-by: usamoi <usamoi@outlook.com>
VoVAllen
VoVAllen approved these changes Sep 26, 2023
View reviewed changes
Copy link
Member

@VoVAllen VoVAllen left a comment

Choose a reason for hiding this comment

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

LGTM! Fantastic jobs!

@usamoi usamoi added this pull request to the merge queue Sep 26, 2023
Merged via the queue into tensorchord:main with commit cebe073 Sep 26, 2023
3 checks passed
@VoVAllen VoVAllen mentioned this pull request Oct 12, 2023
Closed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Reviewers

@VoVAllen VoVAllen VoVAllen approved these changes

Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

Successfully merging this pull request may close these issues.

None yet
2 participants
@usamoi @VoVAllen