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index.rst

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@@ -314,20 +314,6 @@ Welcome to PyTorch Tutorials
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.. Deploying PyTorch Models in Production
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.. customcarditem::
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:header: Introduction to TorchScript
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:card_description: Introduction to TorchScript, an intermediate representation of a PyTorch model (subclass of nn.Module) that can then be run in a high-performance environment such as C++.
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:image: _static/img/thumbnails/cropped/Introduction-to-TorchScript.png
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:link: beginner/Intro_to_TorchScript_tutorial.html
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:tags: Production,TorchScript
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.. customcarditem::
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:header: Loading a TorchScript Model in C++
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:card_description: Learn how PyTorch provides to go from an existing Python model to a serialized representation that can be loaded and executed purely from C++, with no dependency on Python.
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:image: _static/img/thumbnails/cropped/Loading-a-TorchScript-Model-in-Cpp.png
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:link: advanced/cpp_export.html
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:tags: Production,TorchScript
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.. customcarditem::
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:header: Profiling PyTorch
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:card_description: Learn how to profile a PyTorch application
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:link: advanced/cpp_extension.html
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:tags: Extending-PyTorch,Frontend-APIs,C++,CUDA
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.. customcarditem::
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:header: Extending TorchScript with Custom C++ Operators
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:card_description: Implement a custom TorchScript operator in C++, how to build it into a shared library, how to use it in Python to define TorchScript models and lastly how to load it into a C++ application for inference workloads.
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:image: _static/img/thumbnails/cropped/Extending-TorchScript-with-Custom-Cpp-Operators.png
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:link: advanced/torch_script_custom_ops.html
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:tags: Extending-PyTorch,Frontend-APIs,TorchScript,C++
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.. customcarditem::
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:header: Extending TorchScript with Custom C++ Classes
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:card_description: This is a continuation of the custom operator tutorial, and introduces the API we’ve built for binding C++ classes into TorchScript and Python simultaneously.
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:image: _static/img/thumbnails/cropped/Extending-TorchScript-with-Custom-Cpp-Classes.png
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:link: advanced/torch_script_custom_classes.html
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:tags: Extending-PyTorch,Frontend-APIs,TorchScript,C++
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.. customcarditem::
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:header: Dynamic Parallelism in TorchScript
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:card_description: This tutorial introduces the syntax for doing *dynamic inter-op parallelism* in TorchScript.
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:image: _static/img/thumbnails/cropped/TorchScript-Parallelism.jpg
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:link: advanced/torch-script-parallelism.html
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:tags: Frontend-APIs,TorchScript,C++
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.. customcarditem::
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:header: Real Time Inference on Raspberry Pi 4
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:card_description: This tutorial covers how to run quantized and fused models on a Raspberry Pi 4 at 30 fps.
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:image: _static/img/thumbnails/cropped/realtime_rpi.png
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:link: intermediate/realtime_rpi.html
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:tags: TorchScript,Model-Optimization,Image/Video,Quantization
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.. customcarditem::
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:header: Autograd in C++ Frontend
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:card_description: The autograd package helps build flexible and dynamic nerural netorks. In this tutorial, exploreseveral examples of doing autograd in PyTorch C++ frontend

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