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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 on readthedocs, including a guide for development. The documentation sources are in the doc/ folder, and can be built with Sphinx.

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.

Software

  • Ubuntu 22.04
  • Python 3.10.
  • CUDA version 12.0.1. (Most early development was done using 10.1, which may still work but has not been tested for some time.)