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Update HNSW Brute Force Threshold While Searching with Bitset #829

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Apr 21, 2023

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PwzXxm
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@PwzXxm PwzXxm commented Apr 21, 2023

issue: #792

Based on the experiment results below, when the filter rate is higher than ~93%, brute force outperforms graph search at around ~1M vector scale from GIST and GLOVE datasets.

Thanks @cydrain for running the experiments.

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Signed-off-by: Patrick Weizhi Xu <weizhi.xu@zilliz.com>
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/lgtm

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liliu-z commented Apr 21, 2023

/approve

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: liliu-z, PwzXxm

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3 participants