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https://github.com/vale981/ray
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102 lines
2.6 KiB
ReStructuredText
102 lines
2.6 KiB
ReStructuredText
.. _tune-guides:
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===========
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User Guides
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===========
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.. tip:: We'd love to hear your feedback on using Tune - `get in touch <https://forms.gle/PTRvGLbKRdUfuzQo9>`_!
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In this section, you can find material on how to use Tune and its various features.
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You can follow our :ref:`Tune Feature Guides<tune-feature-guides>`, but can also look into our
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:ref:`Practical Examples<tune-recipes>`, or go through some :ref:`Exercises<tune-exercises>` to get started.
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.. _tune-feature-guides:
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Tune Feature Guides
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-------------------
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.. panels::
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:container: container pb-4
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:column: col-md-4 px-2 py-2
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:img-top-cls: pt-5 w-50 d-block mx-auto
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---
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:img-top: /images/tune.png
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.. link-button:: tune-lifecycle
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:type: ref
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:text: How does Tune work?
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:classes: btn-link btn-block stretched-link
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---
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:img-top: /images/tune.png
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.. link-button:: tune-stopping
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:type: ref
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:text: A Guide To Stopping and Resuming Tune Experiments
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:classes: btn-link btn-block stretched-link
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---
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:img-top: /images/tune.png
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.. link-button:: tune-metrics
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:type: ref
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:text: Using Callbacks and Metrics in Tune
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:classes: btn-link btn-block stretched-link
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---
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:img-top: /images/tune.png
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.. link-button:: tune-distributed
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:type: ref
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:text: A Guide To Distributed Hyperparameter Tuning
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:classes: btn-link btn-block stretched-link
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---
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:img-top: /images/tune.png
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.. link-button:: tune-output
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:type: ref
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:text: How To Log Tune Runs
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:classes: btn-link btn-block stretched-link
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---
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:img-top: /images/tune.png
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.. link-button:: tune-resources
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:type: ref
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:text: Using Resources (GPUs, Parallel & Distributed Runs)
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:classes: btn-link btn-block stretched-link
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---
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:img-top: /images/tune.png
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.. link-button:: tune-checkpoints
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:type: ref
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:text: Using Checkpoints For Your Experiments
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:classes: btn-link btn-block stretched-link
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---
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:img-top: /images/tune.png
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.. link-button:: tune-search-space-tutorial
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:type: ref
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:text: A Guide To Working with Advanced Search Spaces
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:classes: btn-link btn-block stretched-link
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---
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:img-top: /images/tune.png
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.. link-button:: tune-advanced-tutorial
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:type: ref
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:text: A simple guide to Population-based Training
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:classes: btn-link btn-block stretched-link
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---
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:img-top: /images/tune.png
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.. link-button:: tune-scalability
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:type: ref
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:text: Tune Scalability and Overhead Benchmarks
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:classes: btn-link btn-block stretched-link
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