:orphan:

.. _sgd-v2-examples:

RaySGD Examples
===============

Below are examples for using RaySGD with a variety of models, frameworks, and use cases.


* Simple example for Pytorch.
* End-to-end example for Pytorch.
* End-to-end example for HuggingFace Transformers (Pytorch).
* Simple example for Tensorflow
* End-to-end example for Tensorflow
* Simple example for Horovod (with Tensorflow)
* End-to-end example for Horovod (with Tensorflow)

Features
--------

* Example for using a custom callback
* End-to-end example for running on an elastic cluster (elastic training)

Models
------

* Example training on Vision model.