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Change ANN library for a better one #146

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alexgarel opened this issue Sep 6, 2022 · 1 comment
Open

Change ANN library for a better one #146

alexgarel opened this issue Sep 6, 2022 · 1 comment
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@GabrielBeFr

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@alexgarel
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The approximate nearest neighbour world is innovating a lot those years.

Annoy is far from being the best. See https://github.com/erikbern/ann-benchmarks

Change the ANN library for one of this.

Perf that interest us are on large dataset (we have more than 10M images) in cosine distance.
@alexgarel alexgarel mentioned this issue Sep 6, 2022
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@raphael0202
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And with a high embedding dimension (~800 for CLIP models).

@GabrielBeFr GabrielBeFr self-assigned this Sep 29, 2022
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