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Run faiss benchmark in ann-benchmarks #193

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cydrain opened this issue May 26, 2022 · 0 comments
Open

Run faiss benchmark in ann-benchmarks #193

cydrain opened this issue May 26, 2022 · 0 comments

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@cydrain
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cydrain commented May 26, 2022

There are benchmarks of most popular ann algorithms including faiss:
https://github.com/erikbern/ann-benchmarks

Knowhere made lots of secondary development on the basis of faiss,
including feature enhancement and performance optimization, such as:

  1. support vector filtering via BitsetView
  2. support vector distance calculation using AVX512
  3. other optimizations

We expect knowhere-faiss has better performance comparing with native-faiss,
so need run ann-benchmark using knowhere-faiss.

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