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Update README.md
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```
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Note that the numbers (especially timings) change slightly due to improvements in the implementation, different machines, etc.
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Note that the numbers (especially timings) change slightly due to changes in the implementation, different machines, etc.
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The scripts are self-contained. They depend only on Faiss and external training data that should be stored in sub-directories.
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