Code Monkey home page Code Monkey logo

Comments (2)

ankane avatar ankane commented on May 12, 2024 1

Hey @ArthurMelin, thanks for the great reporting and debugging! Just pushed a fix.

A few notes to self:

  • lowerBound indexing overflows at ~6500 lists since 6500 * (6500 * 50) is around 2^31 (centers * (centers * samples per center))
  • halfcdist indexing does not overflow since 32768 * 32768 is less than 2^31 (IVFFLAT_MAX_LISTS * IVFFLAT_MAX_LISTS), but could if IVFFLAT_MAX_LISTS is increased

from pgvector.

ArthurMelin avatar ArthurMelin commented on May 12, 2024

Found the issue, it's integer overflows in ivfkmeans.c for array accesses:
https://github.com/pgvector/pgvector/blob/master/src/ivfkmeans.c#L63
and similar others in ElkanKmeans().

I fixed it by changing the type of j and k to int64. @ankane do you want me to make a PR?

from pgvector.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.