onnxruntime

by microsoft · Machine Learning

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

New0 ratings21,774 starsActive
Machine LearningAI ApplicationC++Python
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About this project

ONNX Runtime is a cross-platform inference and training machine-learning accelerator. ONNX Runtime inference can enable faster customer experiences and lower costs, supporting models from deep learning frameworks such as PyTorch and TensorFlow/Keras as well as classical machine learning libraries such as scikit-learn, LightGBM, XGBoost, etc. ONNX Runtime is compatible with different hardware, drivers, and operating systems, and provides optimal performance by leveraging hardware accelerators where applicable alongside graph optimizations and transforms. Learn more → ONNX Runtime training can accelerate the model training time on multi-node NVIDIA GPUs for transformer models with a…

Technologies

PythonC++deep-learningCCudaAssemblyai-frameworkhardware-acceleration

Project health

Actively maintained
Last update2 days ago
Contributors398
Latest releasev1.29.0
Open issues & PRs1,699
LicenseMIT
On GitHubsince 2018

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