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[SGD] add SGDv2 survey link to docs (#18934)

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matthewdeng 2021-09-27 19:15:37 -07:00 • committed by GitHub
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2
doc/source/raysgd/raysgd_pytorch.rst
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@ -9,7 +9,7 @@ The RaySGD ``TorchTrainer`` simplifies distributed model training for PyTorch.
.. image:: raysgd-actors.svg
:align: center
.. tip:: Get in touch with us if you're using or considering using `RaySGD <https://forms.gle/26EMwdahdgm7Lscy9>`_!
.. tip:: Get in touch with us if you're using or considering using `RaySGD <https://forms.gle/PXFcJmHwszCwQhqX7>`_!
The ``TorchTrainer`` is a wrapper around ``torch.distributed.launch`` with a Python API to easily incorporate distributed training into a larger Python application, as opposed to needing to wrap your training code in bash scripts.

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doc/source/raysgd/raysgd_tensorflow.rst
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@ -8,7 +8,7 @@ Under the hood, ``TFTrainer`` will create *replicas* of your model (controlled b
.. image:: raysgd-actors.svg
:align: center
.. tip:: We need your feedback! RaySGD is currently early in its development, and we're hoping to get feedback from people using or considering it. We'd love `to get in touch <https://forms.gle/26EMwdahdgm7Lscy9>`_!
.. tip:: Get in touch with us if you're using or considering using `RaySGD <https://forms.gle/PXFcJmHwszCwQhqX7>`_!
----------

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doc/source/raysgd/v2/raysgd.rst
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@ -5,6 +5,8 @@ RaySGD: Deep Learning on Ray
.. _`issue on GitHub`: https://github.com/ray-project/ray/issues
.. tip:: Get in touch with us if you're using or considering using `RaySGD <https://forms.gle/PXFcJmHwszCwQhqX7>`_!
RaySGD is a lightweight library for distributed deep learning, allowing you
to scale up and speed up training for your deep learning models.
@ -21,7 +23,6 @@ The main features are:
`issue on GitHub`_.
If you are looking for the previous API documentation, see :ref:`sgd-index`.
Intro to RaySGD
---------------

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doc/source/raysgd/v2/user_guide.rst
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@ -3,6 +3,8 @@
RaySGD User Guide
=================
.. tip:: Get in touch with us if you're using or considering using `RaySGD <https://forms.gle/PXFcJmHwszCwQhqX7>`_!
In this guide, we cover examples for the following use cases:
* How do I :ref:`port my code <sgd-porting-code>` to using RaySGD?