Create ONNX section with sattic URL

Author: Thiago Crepaldi

_templates/layout.html

@@ -107,7 +107,7 @@
 </noscript>
 
 <script type="text/javascript">
-  var collapsedSections = ['PyTorch Recipes', 'Learning PyTorch', 'Image and Video', 'Audio', 'Text', 'Reinforcement Learning', 'Deploying PyTorch Models in Production', 'Code Transforms with FX', 'Frontend APIs', 'Extending PyTorch', 'Model Optimization', 'Parallel and Distributed Training', 'Mobile'];
+  var collapsedSections = ['PyTorch Recipes', 'Learning PyTorch', 'Image and Video', 'Audio', 'Text', 'Exporting models to ONNX', 'Reinforcement Learning', 'Deploying PyTorch Models in Production', 'Code Transforms with FX', 'Frontend APIs', 'Extending PyTorch', 'Model Optimization', 'Parallel and Distributed Training', 'Mobile'];
 </script>
 
 <img height="1" width="1" style="border-style:none;" alt="" src="https://www.googleadservices.com/pagead/conversion/795629140/?label=txkmCPmdtosBENSssfsC&amp;guid=ON&amp;script=0"/>

beginner_source/onnx/learning_onnx.rst

@@ -0,0 +1,6 @@
+Exporting models to ONNX
+========================
+
+**Author**: `Thiago Crepaldi <https://github.com/thiagocrepaldi>`_
+
+In this series we are going to learn how to export a PyTorch model into ONNX format and run it using ONNX Runtime.

index.rst

@@ -272,6 +272,16 @@ What's new in PyTorch tutorials?
    :tags: Text
 
 
+.. Exporting models to ONNX
+
+.. customcarditem::
+   :header: (optional) Exporting a PyTorch Model to ONNX using TorchScript backend and Running it using ONNX Runtime
+   :card_description:  Convert a model defined in PyTorch into the ONNX format and then run it with ONNX Runtime.
+   :image: _static/img/thumbnails/cropped/optional-Exporting-a-Model-from-PyTorch-to-ONNX-and-Running-it-using-ONNX-Runtime.png
+   :link: advanced/super_resolution_with_onnxruntime.html
+   :tags: Production,ONNX
+
+
 .. Reinforcement Learning
 
 .. customcarditem::
@@ -328,13 +338,6 @@ What's new in PyTorch tutorials?
    :link: advanced/cpp_export.html
    :tags: Production,TorchScript
 
-.. customcarditem::
-   :header: (optional) Exporting a Model from PyTorch to ONNX and Running it using ONNX Runtime
-   :card_description:  Convert a model defined in PyTorch into the ONNX format and then run it with ONNX Runtime.
-   :image: _static/img/thumbnails/cropped/optional-Exporting-a-Model-from-PyTorch-to-ONNX-and-Running-it-using-ONNX-Runtime.png
-   :link: advanced/super_resolution_with_onnxruntime.html
-   :tags: Production
-
 .. Code Transformations with FX
 
 .. customcarditem::
@@ -902,6 +905,15 @@ Additional Resources
    beginner/torchtext_custom_dataset_tutorial
 
 
+.. toctree::
+   :maxdepth: 2
+   :includehidden:
+   :hidden:
+   :caption: Exporting models to ONNX
+
+   beginner/onnx/learning_onnx
+
+
 .. toctree::
    :maxdepth: 2
    :includehidden: