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PyTorch

PyTorch

A deep learning framework and an open source machine learning library for Python that provides Tensor computation with strong GPU acceleration and deep neural networks built on Autograd system

PyTorch is deep learning framework and an open source machine learning library for Python. It provides Tensor computation with strong GPU acceleration and deep neural networks built on Autograd system. PyTorch is used for applications such as natural language processing.

PyTorch is composed of the following, Tensor library like NumPy with strong Graphics processing unit (GPU) support , a tape based automatic differentiation library that supports all differentiable Tensor operations in Torch, a neural networks library deeply integrated with Autograd which is designed for maximum flexibility , an optimization package to be used with neural networks with standard optimization methods such as SGD, RMSProp, LBFGS, Adam and other methods, Python multiprocessing with memory sharing of Torch Tensors across processes for data loading and Hogwild training, DataLoader and other utility functions and a legacy code ported from Torch for backward compatibility.

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Automatic differentiation in PyTorch

Adam Paszke, Sam Gross, Soumith Chintala, Soumith Chintala, Edward Yang, Zachary DeVito, Zeming Lin, Zachary DeVito, Luca Antiga and Adam Lerer

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PyTorch in 5 Minutes

30 April 2017

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