[MOD-14957] Add SQ8 quantization support for tiered HNSW index - #5
Open
xiangze-arm wants to merge 1 commit into
Open
[MOD-14957] Add SQ8 quantization support for tiered HNSW index#5xiangze-arm wants to merge 1 commit into
xiangze-arm wants to merge 1 commit into
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
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Describe the changes in the pull request
Enable SQ8 quantization for tiered HNSW index. The index now accumulates a configurable initial vector set to calculate the mean, builds the quantized backend, and then migrates pending vectors through the normal tiered flow.
Which issues this PR fixes
Main objects this PR modified
TieredHNSWIndex— Add support for SQ8 and accumulation phase etc.TieredFactory— Consider quantization inEstimateInitialSize()andNewIndex()Mark if applicable