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docs/source/index.rst

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@@ -3,96 +3,23 @@ Welcome to the torchao Documentation
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`torchao <https://github.com/pytorch/ao>`__ is a library for custom data types & optimizations. Quantize and sparsify weights, gradients, optimizers & activations for inference and training using native PyTorch. Please checkout torchao `README <https://github.com/pytorch/ao#torchao-pytorch-architecture-optimization>`__ for an overall introduction to the library and recent highlight and updates. The documentation here will focus on:
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1. API Reference
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2. Developer Contribution Guide
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3. Tutorials
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..
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.. grid:: 3
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.. grid-item-card:: :octicon:`file-code;1em`
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Getting Started
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:img-top: _static/img/card-background.svg
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:link: getting-started.html
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:link-type: url
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Learn about how to get started with torchao
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and ts application in your projects.
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.. grid-item-card:: :octicon:`file-code;1em`
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Concepts
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:img-top: _static/img/card-background.svg
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:link: dtypes.html
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:link-type: url
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Learn about the key torchao concepts such
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as dtypes, quantization, sparsity, among others.
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.. grid-item-card:: :octicon:`file-code;1em`
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API Reference
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:img-top: _static/img/card-background.svg
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:link: api_ref_intro.html
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:link-type: url
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A comprehensive reference for the torchao
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API and its functionalities.
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Tutorials
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~~~~~~~~~
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Ready to experiment? Check out some of the
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torchao tutorials.
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.. customcardstart::
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.. customcarditem::
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:header: Template Tutorial
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:card_description: A placeholder template for demo purposes
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:image: _static/img/generic-pytorch-logo.png
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:link: tutorials/template_tutorial.html
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:tags: template
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.. customcardend::
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.. ----------------------------------------------------------------------
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.. Below is the toctree i.e. it defines the content of the left sidebar.
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.. Each of the entry below corresponds to a file.rst in docs/source/.
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.. ----------------------------------------------------------------------
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..
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.. toctree::
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:glob:
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:maxdepth: 1
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:caption: Getting Started
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:hidden:
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overview
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getting-started
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.. toctree::
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:glob:
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:maxdepth: 1
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:caption: Tutorials
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:hidden:
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tutorials/template_tutorial
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1. Getting Started
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2. Developer Notes
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3. API Reference
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4. Tutorials
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.. toctree::
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:glob:
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:maxdepth: 1
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:caption: API Reference
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:caption: Getting Started
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api_ref_dtypes
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api_ref_quantization
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api_ref_sparsity
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..
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api_ref_kernel
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getting-started
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sparsity
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.. toctree::
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:glob:
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:maxdepth: 1
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:caption: Community
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:caption: Developer Notes
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contributor_guide
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api_ref_dtypes
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api_ref_quantization
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api_ref_sparsity
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..
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api_ref_kernel
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.. toctree::
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:glob:
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:maxdepth: 1
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:caption: Contributor Guide
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contributor_guide
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.. toctree::
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:glob:
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:maxdepth: 1
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:caption: Developer Notes
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sparsity
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.. toctree::
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:glob:

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