Watch video: https://www.youtube.com/watch?v=5nPPhZ1vUvs

ONNC (Open Neural Network Compiler) is a compilation framework designed specifically for proprietary deep learning accelerators. Its software architecture expedites porting ONNC to any DLA design that supports ONNX (Open Neural Network Exchange) operators. The NVIDIA Deep Learning Accelerator (NVDLA) is a free and open architecture that provides a scalable, configurable, and modular design to address the computational demands of convolutional neural network inference and many proprietary SoC designs integrate NVDLA as their inference engines. Lack of extensible compiler support for NVDLA becomes the major bottleneck for supporting more AI models and optimizations. When ONNC meets NVDLA…

ONNC

The Open Neural Network Compiler (ONNC), a compiler that connects Open Neural Network Exchange Format (ONNX) to every deep learning accelerator (DLA).

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store