PyTorch is a Python package that offers Tensor computation (like NumPy) with strong GPU acceleration and deep neural networks built on tape-based autograd system. This project allows for fast, flexible experimentation and efficient production.

PyTorch consists of torch (Tensor library), torch.autograd (tape-based automatic differentiation library), torch.jit (a compilation stack [TorchScript]), torch.nn (neural networks library), torch.multiprocessing (Python multiprocessing), and torch.utils (DataLoader and other utility functions). PyTorch can be used as a replacement for Numpy, or as a deep learning research platform that provides optimum flexibility and speed.

Features

  • TorchScript
  • Distributed training
  • Tools and libraries
  • Cloud partners
  • Native ONNX support
  • C++ front-end
  • machine learning framework

Project Samples

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Project Activity

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Categories

Machine Learning, Deep Learning Frameworks

License

BSD License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Registered

2020-01-17
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