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[tune] Add internal implementation overview + image for task timeline (#1254)
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Ray.tune: Efficient distributed hyperparameter search
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Ray.tune: Efficient Distributed Hyperparameter Search
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=====================================================
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This document describes Ray.tune, a hyperparameter tuning tool for long-running tasks such as RL and deep learning training. It has the following features:
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Web UI
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======
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The Ray web UI includes tools for debugging Ray jobs. The following
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image shows an example of using the task timeline for performance debugging:
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.. image:: timeline.png
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Dependencies
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------------
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