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ONNX Runtime

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About

ONNX Runtime is a production-grade AI engine designed to accelerate machine learning training and inferencing. It supports multiple languages and platforms, optimizing performance across various hardware including CPUs, GPUs, and NPUs. It powers AI in Microsoft products and is used in numerous projects globally. It supports Generative AI and LLMs, and allows on-device training for personalized customer experiences.

Platform
Web
Keywords
machine learningtraininginferenceonnxruntime
Task
ai acceleration

Features

speeds up training and inferencing

supports multiple languages (python, c#, c++, java, javascript, rust)

enables on-device training

supports generative ai and large language models (llms)

optimizes for cpu, gpu, npu

cross-platform (linux, windows, mac, ios, android, web browsers)

accelerates machine learning

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