PyTorch is an open-source deep learning library, originally developed by Meta Platforms and currently developed with support from the Linux Foundation. The successor to Torch, PyTorch provides a high-level API that builds upon optimised, low-level implementations of deep learning algorithms and architectures, such as the Transformer, or SGD. Notably, this API simplifies model training and inference to a few lines of code. PyTorch allows for automatic parallelization of training and, internally, implements CUDA bindings that speed training further by leveraging GPU resources.
Facts
Initial Release Year Primary Language MaintainerMeta Platforms, with support from the Linux Foundation (PyTorch Foundation) 1 Connections
Built On
PyTorch is a Python deep learning library, originally developed by Meta Platforms.
Influenced By
Chainer, Frameworks Scoped narrowly to the define-by-run approach, not general influence (not overclaimed as direct architectural copying). Verified en.wikipedia.org/wiki/Chainer: "Define-by-run has gained popularity since the introduction by Chainer and is now implemented in many other frameworks, including PyTorch and TensorFlow."
Sources
1. Wikipedia: PyTorch
Wikimedia FoundationLead sectionQuote, Lead section
PyTorch is an open-source deep learning library, originally developed by Meta Platforms and currently developed with support from the Linux Foundation.
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