PyTorch
pytorch.orgThe deep learning community home for the open source PyTorch framework
AI Toolsdeep-learningmachine-learningopen-sourcepythonneural-networksdistributed-traininggpu-computing
About
PyTorch is an open-source deep learning framework and ecosystem maintained by the PyTorch Foundation. It provides tools for building and deploying machine learning models, including distributed training, TorchScript for production deployment, and a rich ecosystem of libraries for computer vision, NLP, and more. It is widely used in academic research and industry production environments.
Problem
Building, training, and deploying deep learning models requires a flexible yet production-ready framework with broad hardware and cloud support.
For
machine learning researchers and engineers
How it works
PyTorch provides a Python-based tensor computation library with GPU acceleration, automatic differentiation, and tools like TorchScript and TorchServe to transition models from research to production.
Business model
open-source
Status
launched
Company
PyTorch Foundation