ONNX Runtime

ONNX (Open Neural Network Exchange) is a cross-platform accelerator that works across different frameworks and libraries such as TensorFlow, Keras, PyTorch, and scikit-learn. Microsoft and Facebook developed the product to ease switching between frameworks and libraries. ONNX now has support from AMD, ARM, Qualcomm, IBM, Intel, and others.

Project Background

  • Tool: ONNX Runtime
  • Author: Microsoft and Facebook
  • Initial Release: September 2017
  • Type: Machine Learning Accelerator
  • License: MIT
  • Contains: Set of libraries, executable installers, and a NuGet package manager
  • Language Support: C#, C++, C, Python or Java
  • Github: microsoft/onnxruntime
  • Runs On: Linux, Windows, and MAC
  • Hardware: Supports NVIDIA GPUs
  • Twitter: onnxruntime
  • Stackflow: onnxruntime

Applications

  • Regression
  • Image recognition
  • Number recognition
  • Image classification
  • Object detection
  • Image recognition
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