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README.md

Graphcore Tutorials

This folder contains tutorials, feature examples and simple applications to help you learn how to use Graphcore IPUs.

If you encounter a problem or want to suggest an improvement to our tutorials please raise a Github issue, contact us at [email protected], or get in touch through the #help channel of our slack community!

Join our Slack Community

The latest version of the documentation for the Poplar software stack, and other developer resources, is available at https://www.graphcore.ai/developer.

Please install and enable the Poplar SDK following the instructions in the Getting Started guide for your IPU system.

Unless otherwise specified by a LICENSE file in a subdirectory, the LICENSE referenced at the top level applies to the files in this folder.

Folder contents

Tutorials

The tutorials/ folder contains tutorials to help you get started using the Poplar SDK and Graphcore tools.

  • tutorials/poplar - A set of tutorials to introduce the Poplar graph programming framework and the PopLibs libraries.
  • tutorials/pytorch - A set of tutorials to introduce the PyTorch framework support for the IPU.
  • tutorials/tensorflow2 - A set of tutorials to introduce the TensorFlow 2 framework support for the IPU.
  • tutorials/popvision - A set of tutorials to introduce PopVision, our suite of graphical application analysis tools.
  • tutorials/popxl - A set of tutorials introducing PopXL, a Python module with which you can create models directly in PopART's intermediate representation.
  • tutorials/standard_tools - Explanations of how to use standard deep learning tools with the Graphcore IPU.

A complete list of available tutorials can be found in the tutorials/ folder.

The README files for the tutorials are best viewed on GitHub.

Feature examples

The feature_examples/ folder contains small code examples showing you how to use various software features when developing for IPUs. See the READMEs in each folder for details.

Simple application examples

The simple_applications/ folder contains example applications written in different frameworks targeting the IPU. See the READMEs in each folder for details on how to use these applications.

Code used in technical notes, videos and blogs

The tech_notes_code/, videos_code/ and blogs_code/ folders contain code used in Graphcore technical notes, videos and blogs (respectively).

Utilities

The utils/ folder contains utilities libraries and scripts.