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faster hnsw CPU index training (facebookresearch#3822)
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Summary:
This change decreases the training time for 1M x 768 dataset down to 10 minutes from 13 minutes in our experiments.

Please verify and benchmark.

Pull Request resolved: facebookresearch#3822

Reviewed By: mdouze

Differential Revision: D62151489

Pulled By: kuarora

fbshipit-source-id: b29ffd0db615bd52187464b4665c31fc9d3b8d0a
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alexanderguzhva authored and aalekhpatel07 committed Oct 17, 2024
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