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Tune ScaNN for other angular datasets by sammymax · Pull Request #172 · erikbern/ann-benchmarks · GitHub
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sammymax
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The originally submitted configuration was only tuned for Glove-100. Here are some better configurations for the other angular datasets. Still investigating NYTimes...

Glove-25:
glove-25
LastFM:
lastfm

@erikbern
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Nice!

FYI nytimes-256 has a few "missing" vectors (all elements set to zero) which I guess is a bug or a feature depending on how you look at it (I've been arguing that's a common case that libraries should ideally be able to handle). So that might cause issues for ScANN

@erikbern
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Let me know if you want me to merge this. Otherwise will keep it open so you can optimize more :)

@sammymax
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sammymax commented Jul 16, 2020 via email

@erikbern erikbern merged commit 55b9950 into erikbern:master Jul 16, 2020
@sammymax sammymax mentioned this pull request Jul 23, 2020
erikbern added a commit that referenced this pull request Apr 14, 2023
Tune ScaNN for other angular datasets
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2 participants