ONNX Runtime

ONNX Runtime

Accelerated Cross-Platform Machine Learning

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ONNX Runtime is a production-grade AI engine designed to accelerate machine learning training and inferencing in various technology stacks. It supports multiple languages and platforms, optimizing performance for CPU, GPU, and NPU hardware. ONNX Runtime powers AI in Microsoft products and is widely used in cloud, edge, web, and mobile applications. It also enables large model training and on-device training, offering state-of-the-art models for tasks like image synthesis and text generation.

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Features

Advantages

  • High performance and optimization
  • Cross-platform compatibility
  • Support for various hardware configurations
  • Integration with Microsoft products
  • Large model training and inferencing capabilities

Disadvantages

  • May require technical expertise to fully utilize
  • Limited support for some niche platforms
  • Complex model optimization configurations

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