index.rst

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

PyTorch documentation

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

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   :caption: Notes

   notes/*

• PyTorch on XLA Devices

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  :caption: Community

  community/*

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   :caption: Python API

   torch
   nn
   nn.functional
   tensors
   tensor_attributes
   torch.autograd <autograd>
   cuda
   torch.distributed <distributed>
   torch.distributions <distributions>
   torch.hub <hub>
   torch.jit <jit>
   nn.init
   onnx
   optim
   quantization
   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__>

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   :caption: torchvision Reference

   torchvision/index

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   :caption: torchaudio Reference

• torchaudio

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   :caption: torchtext Reference

• torchtext

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   :caption: Other Languages

• C++ API

  packages

Indices and tables

• :ref:`genindex`
• :ref:`modindex`