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Ray 2.10.0 introduces the alpha stage of RLlib’s “new API stack”. The Ray Team plans to transition algorithms, example scripts, and documentation to the new code base thereby incrementally replacing the “old API stack” (e.g., ModelV2, Policy, RolloutWorker) throughout the subsequent minor releases leading up to Ray 3.0.
Ray is a fast and scalable framework for distributed computing in Python. This webpage provides instructions on how to install Ray on different platforms and environments. You can also learn more about Ray's features and libraries, such as data processing, machine learning, and reinforcement learning, by exploring the related webpages.
The Ray runtime can be started on a laptop, a single server, or multiple servers. There are three ways of starting the Ray runtime: Implicitly via ray.init() ( Starting Ray on a single machine) Explicitly via CLI ( Starting Ray via the CLI (ray start)) Explicitly via the cluster launcher ( Launching a Ray cluster (ray up)) In all cases, ray ...
Jamie Foxx stars as the one-of-a-kind innovator of soul, Ray Charles, who overcame impossible odds and humble beginnings to become an extraordinary music leg...
Ray is a 2004 American biographical musical drama film focusing on 30 years in the life of soul musician Ray Charles. [a] The independently produced film was co-produced and directed by Taylor Hackford ; it was written by James L. White from a story by Hackford and White.
29. Okt. 2004 · Ray: Directed by Taylor Hackford. With Jamie Foxx, Kerry Washington, Regina King, Clifton Powell. The story of the life and career of the legendary rhythm and blues musician Ray Charles, from his humble beginnings in the South, where he went blind at age seven, to his meteoric rise to stardom during the 1950s and 1960s.
Getting Started. #. Use Ray to scale applications on your laptop or the cloud. Choose the right guide for your task. Scale ML workloads: Ray Libraries Quickstart. Scale general Python applications: Ray Core Quickstart. Deploy to the cloud: Ray Clusters Quickstart. Debug and monitor applications: Debugging and Monitoring Quickstart.
