Getting Started with Ray Clusters

Ray is a framework for developing and running parallel and distributed applications emphasizing ML tasks. Ray enables users to harness the power of distributed computing without much effort. Whether you’re using the framework for non-ML or ML-related tasks, Ray is a fast and flexible open-source framework for distributed computing. Ray has built on top of their core framework to provide Ray AIR, a suite of end-to-end ML tools all accelerated by paralleling computing. Today, we’ll walk you through how to send jobs using Ray to AWS from your local machine. To do this, we’ll walk through how to define and set up a Ray cluster. In addition, we’ll go through some commands that might be useful to manage your Ray cluster. For more information, visit: www.saturncloud.io