You are viewing a plain text version of this content. The canonical link for it is here.
Posted to issues@lucene.apache.org by "Alessandro Benedetti (Jira)" <ji...@apache.org> on 2022/04/20 14:58:00 UTC
[jira] [Updated] (LUCENE-10391) Reuse data structures across HnswGraph invocations
[ https://issues.apache.org/jira/browse/LUCENE-10391?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Alessandro Benedetti updated LUCENE-10391:
------------------------------------------
Labels: vector-based-search (was: )
> Reuse data structures across HnswGraph invocations
> --------------------------------------------------
>
> Key: LUCENE-10391
> URL: https://issues.apache.org/jira/browse/LUCENE-10391
> Project: Lucene - Core
> Issue Type: Task
> Reporter: Adrien Grand
> Assignee: Julie Tibshirani
> Priority: Minor
> Labels: vector-based-search
> Fix For: 9.1
>
> Attachments: Screen Shot 2022-02-24 at 10.18.42 AM.png
>
> Time Spent: 2h 20m
> Remaining Estimate: 0h
>
> Creating HNSW graphs involves doing many repeated calls to HnswGraph#search. Profiles from nightly benchmarks suggest that allocating data-structures incurs both lots of heap allocations ([http://people.apache.org/~mikemccand/lucenebench/2022.01.23.18.03.17.html#profiler_1kb_indexing_vectors_4_heap)] and CPU usage ([http://people.apache.org/~mikemccand/lucenebench/2022.01.23.18.03.17.html#profiler_1kb_indexing_vectors_4_cpu).] It looks like reusing data structures across invocations would be a low-hanging fruit that could help save significant CPU?
--
This message was sent by Atlassian Jira
(v8.20.7#820007)
---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscribe@lucene.apache.org
For additional commands, e-mail: issues-help@lucene.apache.org