Examples and Tutorials

Examples

The Graphcore GitHub examples repository contains a catalogue of application examples that have been optimised to run on Graphcore IPUs for both training and inference. The available code covers a wide range of popular models including NLP, Computer Vision, Speech, Multimodal, GNNs, AI for Simulation, and Recommender Systems. This includes a selection of models that achieve state of the art performance on IPUs, as well as code examples for self-learning. The README file in the repo lists details of all the models and which ML framework models are applicable to.

You can also access these examples from the Graphcore Model Garden, where you can filter by model type and framework.

Tutorials

Simple example programs and tutorials are available in the Graphcore GitHub tutorials repository for PyTorch, TensorFlow 2, TensorFlow 1, the Poplar graph programming framework, PopART and the PopVision graph and system analyser tools.

The repository includes:

The tutorials repository also contains code used in technical notes, videos and blogs.