ONNX Runtime
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About
ONNX Runtime is a powerful, open-source production-grade AI engine designed to accelerate the performance of machine learning models by optimizing training and inference processes. It supports a wide array of programming languages, including Python, C#, C++, Java, and JavaScript, enabling developers to integrate AI capabilities into their applications seamlessly. ONNX Runtime is cross-platform, running on various environments such as Linux, Windows, Mac, iOS, Android, and even in web browsers. The tool caters to diverse AI use cases, including generative AI applications and on-device training, to create personalized user experiences. It is built to maximize performance through advanced optimization techniques suited for different hardware configurations, including CPUs, GPUs, and NPUs, making it an ideal solution for both cloud-based and edge computing scenarios. ONNX Runtime is trusted by major organizations and powers AI functionalities in numerous Microsoft products as well as many other global initiatives.
Platform
Task
Features
• generative ai integration
• cross-platform compatibility
• support for multiple programming languages
• performance optimization techniques
• on-device training capabilities
• optimized for various hardware (cpu, gpu, npu)
• accelerated training and inferencing
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