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MB-60943 - Change quantiser when vector index is tuned for memory #244

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merged 2 commits into from
May 21, 2024

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metonymic-smokey
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This PR changes the quantiser to SQ4 from SQ8 when the index is optimised for memory.

@abhinavdangeti
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abhinavdangeti commented May 20, 2024

@metonymic-smokey did you have a document of your testing with SQ4? I'm looking specifically for if this memory usage improvement translates with large number of vectors within a single index - say 100000+.

@metonymic-smokey metonymic-smokey force-pushed the index-types branch 3 times, most recently from 33c32dc to d2229d8 Compare May 21, 2024 10:21
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@metonymic-smokey did you have a document of your testing with SQ4? I'm looking specifically for if this memory usage improvement translates with large number of vectors within a single index - say 100000+.

@abhinavdangeti posted this on the linked ticket.

thanks!

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Thanks @metonymic-smokey 👍🏼

metonymic-smokey and others added 2 commits May 21, 2024 10:57
Brings in:
* f4827a8 Aditi Ahuja | MB-60943 - Add option for memory-optimised vector indexes.
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Rebased, and bring in blevesearch/bleve_index_api#49 .

@abhinavdangeti abhinavdangeti merged commit cdfd338 into master May 21, 2024
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@abhinavdangeti abhinavdangeti deleted the index-types branch May 21, 2024 17:11
moshaad7 pushed a commit that referenced this pull request Sep 12, 2024
* updated quantiser

* Upgrade bleve_index_api, scorch_segment_api

Brings in:
* f4827a8 Aditi Ahuja | MB-60943 - Add option for memory-optimised vector indexes.

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Co-authored-by: Abhinav Dangeti <abhinav@couchbase.com>
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2 participants