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ONNX Runtime vs PyTorch

ONNX Runtime

7.2#4 in deep learning softwareFree plan
Free planAndroidiOSWebLinux
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PyTorch

6.3#13 in deep learning software
AndroidiOSAPILinux
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What both publish

FactONNX RuntimePyTorch
LanguagesThe site lists support for Python, C#, C++, Java, JavaScript, and Rust, among other languages.PyTorch offers Python and C++ front ends, and the installer lists Python and C++/Java language choices.
PurposeONNX Runtime is a production-grade engine for accelerating machine-learning training and inference in existing technology stacks.PyTorch enables fast, flexible experimentation and efficient production through a user-friendly front end, distributed training, and an ecosystem of tools and libraries.
SupportDocumentation questions are directed to issue filing, and the project invites users to report bugs, suggest features, and submit pull requests on GitHub.The Foundation directs users with technical questions to the PyTorch discussion community.

ONNX Runtime plans

  • Open sourceFree

PyTorch plans

No prices published.

Pick ONNX Runtime if…

ONNX Runtime suits developers deploying machine-learning models across varied devices and hardware accelerators. It may also suit teams seeking local training or browser and mobile inference.

Pick PyTorch if…

PyTorch suits developers, researchers, and enterprises building or deploying AI. It can also suit teams needing Python or C++ workflows and multiple deployment options.

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