ONNX Runtime
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About
ONNX Runtime is a production-grade AI engine that accelerates machine learning training and inferencing within existing technology stacks. It enables the integration of Generative AI and Large Language Models (LLMs) for tasks like image synthesis and text generation. The tool supports multiple languages including Python, C#, JavaScript, Java, and C++, and runs on diverse platforms such as Linux, Windows, Mac, iOS, Android, and web browsers. It optimizes for latency, throughput, memory utilization, and binary size across CPU, GPU, and NPU hardware. ONNX Runtime powers AI in Microsoft products and thousands of global projects, offering capabilities for web and mobile inferencing, large model training (including Hugging Face models), and on-device training for personalized and privacy-respecting experiences.
Platform
Features
• performance optimization
• generative ai integration
• cross-platform support
• large model training
• mobile device inferencing
• web browser inferencing
• on-device training
• accelerated machine learning
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