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apex-master/docs/source/index.rst

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+.. PyTorch documentation master file, created by
+   sphinx-quickstart on Fri Dec 23 13:31:47 2016.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+:github_url: https://github.com/nvidia/apex
+
+Apex (A PyTorch Extension)
+===================================
+
+This site contains the API documentation for Apex (https://github.com/nvidia/apex),
+a Pytorch extension with NVIDIA-maintained utilities to streamline mixed precision and distributed training.  Some of the code here will be included in upstream Pytorch eventually. The intention of Apex is to make up-to-date utilities available to users as quickly as possible.
+
+Installation instructions can be found here:  https://github.com/NVIDIA/apex#quick-start.
+
+Some other useful material, including GTC 2019 and Pytorch DevCon 2019 Slides, can be found here:  https://github.com/mcarilli/mixed_precision_references.
+
+.. toctree::
+   :maxdepth: 1
+   :caption: AMP:  Automatic Mixed Precision
+
+   amp
+
+.. toctree::
+   :maxdepth: 1
+   :caption: Distributed Training
+
+   parallel
+
+.. toctree::
+   :maxdepth: 1
+   :caption: Fused Optimizers
+
+   optimizers
+
+.. toctree::
+   :maxdepth: 1
+   :caption: Fused Layer Norm
+
+   layernorm
+
+..   .. toctree::
+     :maxdepth: 1
+     :caption: Deprecated mixed precision API
+     fp16_util
+
+..   RNN
+   
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`