Git Product home page Git Product logo

katgpucbf's Introduction

Karoo Array Telescope GPU-Accelerated Correlator/Beamformer (katgpucbf)

This repository implements both F- and X-engines for a GPU-based correlator, developed for the MeerKAT Extension Radio Telescope by the South African Radio Astronomy Observatory (SARAO). A B-engine for beamforming is planned, but not yet included.

Detailed documentation can be found in the doc/ folder, and can be built with Sphinx. Included is also a guide for development.

Requirements

The following requirements are what we consider to be the minimum for making use of this module. Listed are the tested / supported software versions and hardware generations. Other platforms may well work, but have not been tested.

Hardware

  • An Nvidia GPU. For the XB-engine, it needs to be of compute capability 7.2 or greater and have tensor cores.
  • Mellanox OFED Drivers v5.3.1 for ibverbs functionality. (Any v5+ should work.) For best performance, ibverbs is recommended. Currently fgpu can operate without ibverbs, but the functionality is not available (yet) in xbgpu.

Software

  • Ubuntu 20.04
  • Python 3.8.
  • CUDA version 11.4. (Most early development was done using 10.1, which may still work but has not been tested for some time.)

katgpucbf's People

Contributors

amishatishpatel avatar andrewvanderbyl avatar bmerry avatar gcallanan avatar ijassiem avatar james-smith-za avatar tyronevb avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.