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NVIDIA's singularity containers

Warning: page not updated for current Triton

This page hasn't been updated since Triton was completely upgraded in May 2024. The software might not be installed and the old information below might not work anymore (or might need adapting). If you need this software, :ref:`open an issue <issuetracker>` and tell us so we can reinstall/update it.

supportlevel:A
pagelastupdated:2020-05-15
maintainer:

NVIDIA provides many different docker images containing scientific software through their NGC repository. This software is available for free for NVIDIA's GPUs and one can register for free to get access to the images.

You can use these images as a starting point for your own GPU images, but do be mindful of NVIDIA's terms and conditions. If you want to store your own images that are based on NGC images, either use NGC itself or our own Docker registry that is documented on the :doc:`singularity containers page <../usage/singularity>`.

We have converted some of these images with minimal changes into singularity images that are available in Triton.

Currently updated images are:

  • nvidia-tensorflow: Contains tensorflow. Due to major changes that happened between Tensorflow v1 and v2, image versions have either tf1 or tf2 to designate the major version of Tensorflow.
  • nvidia-pytorch: Contains PyTorch.

There are various other images available that can be installed very quickly if required.