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[docs] Fix Docker links (#12702)
* switch autoscaler -> ray-ml * add more tables
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@@ -233,13 +233,45 @@ However, should you need to build from source, follow :ref:`these instructions f
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Docker Source Images
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--------------------
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Most users should pull a Docker image from the Ray Docker Hub.
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Most users should pull a Docker image from the `Ray Docker Hub. <https://hub.docker.com/r/rayproject/>`_
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- The ``rayproject/ray`` image has ray and all required dependencies. It comes with anaconda and Python 3.7.
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- The ``rayproject/autoscaler`` image has the above features as well as many additional libraries.
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- The ``rayproject/ray`` `image has ray and all required dependencies. It comes with anaconda and Python 3.7. <https://hub.docker.com/r/rayproject/ray>`_
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- The ``rayproject/ray-ml`` `image has the above features as well as many additional libraries. <https://hub.docker.com/r/rayproject/ray-ml>`_
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- The ``rayproject/base-deps`` and ``rayproject/ray-deps`` are for the linux and python dependencies respectively.
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These images are tagged by their release number (or commit hash for nightlies) as well as a ``"-gpu"`` if they are GPU compatible.
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Image releases are `tagged` using the following format:
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.. list-table::
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:widths: 25 50
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:header-rows: 1
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* - Tag
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- Description
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* - latest
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- The most recent Ray release.
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* - 1.x.x
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- A specific Ray release.
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* - nightly
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- The most recent Ray build (the most recent commit on Github ``master``)
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* - Git SHA
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- A specific nightly build (uses a SHA from the Github ``master``).
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Each tag has `variants` that add or change functionality:
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.. list-table::
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:widths: 16 40
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:header-rows: 1
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* - Variant
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- Description
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* - -gpu
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- These are based off of an NVIDIA CUDA image. They require the Nvidia Docker Runtime.
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* - -cpu
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- These are based off of an Ubuntu image.
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* - <no tag>
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- Aliases to ``-cpu`` tagged images
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If you want to tweak some aspect of these images and build them locally, refer to the following script:
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