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  1. Ray Tune: Hyperparameter Tuning. #. Tune is a Python library for experiment execution and hyperparameter tuning at any scale. You can tune your favorite machine learning framework ( PyTorch, XGBoost, TensorFlow and Keras, and more) by running state of the art algorithms such as Population Based Training (PBT) and HyperBand/ASHA .

  2. 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.

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  4. pypi.org › project › rayray · PyPI

    22. Mai 2024 · Ray is a unified way to scale Python and AI applications from a laptop to a cluster. With Ray, you can seamlessly scale the same code from a laptop to a cluster. Ray is designed to be general-purpose, meaning that it can performantly run any kind of workload. If your application is written in Python, you can scale it with Ray, no other ...

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  6. 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 ...

  7. Übersetzung für 'ray' im kostenlosen Englisch-Deutsch Wörterbuch von LANGENSCHEIDT – mit Beispielen, Synonymen und Aussprache.

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