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PyTorch

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The most widely-used open-source deep learning framework

Open Sourcefree

About

PyTorch is the dominant open-source deep learning framework used by researchers and practitioners worldwide. It provides a flexible, dynamic computational graph system, native GPU acceleration, and an extensive ecosystem of libraries for computer vision (torchvision), NLP (torchtext), and audio (torchaudio). PyTorch 2.0 introduced torch.compile for significant performance improvements.

Details

Typedeep-learning-framework
LanguagesPython, C++
Supported ModelsAny neural network architecture, Transformers, CNNs, RNNs, GANs, Diffusion Models

Tags

deep-learningframeworkgpuresearchdynamic-graphsdistributed-trainingpython