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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…


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

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