index.rst

github_url:	https://github.com/pytorch/pytorch

PyTorch documentation

PyTorch is an optimized tensor library for deep learning using GPUs and CPUs.

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Notes

   notes/*

.. toctree::
   :maxdepth: 1
   :caption: Language Bindings

   cpp_index
   packages

.. toctree::
   :maxdepth: 1
   :caption: Python API

   torch
   nn
   nn.functional
   tensors
   tensor_attributes
   tensor_view
   torch.autograd <autograd>
   cuda
   torch.cuda.amp <amp>
   torch.distributed <distributed>
   torch.distributions <distributions>
   torch.hub <hub>
   torch.jit <jit>
   nn.init
   onnx
   optim
   quantization
   rpc/index.rst
   torch.random <random>
   sparse
   storage
   torch.utils.bottleneck <bottleneck>
   torch.utils.checkpoint <checkpoint>
   torch.utils.cpp_extension <cpp_extension>
   torch.utils.data <data>
   torch.utils.dlpack <dlpack>
   torch.utils.model_zoo <model_zoo>
   torch.utils.tensorboard <tensorboard>
   type_info
   named_tensor
   name_inference
   torch.__config__ <__config__>

.. toctree::
   :maxdepth: 1
   :caption: Libraries

   torchaudio <https://pytorch.org/audio>
   torchtext <https://pytorch.org/text>
   torchvision/index
   TorchElastic <https://pytorch.org/elastic/>
   TorchServe <https://pytorch.org/serve>
   PyTorch on XLA Devices <http://pytorch.org/xla/>

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Community

   community/*

Indices and tables

• :ref:`genindex`
• :ref:`modindex`