Jaime Aguiar

Versat-AI: An ONNX-to-SoC Compiler for Model-Agnostic CGRA Edge Inference

Edge inference on resource-constrained embedded nodes demands accelerators that are energy-efficient and compact. This paper presents Versat-AI, an open-source compiler that accepts a standard Open Neural Network Exchange (ONNX) model and generates a complete, synthesisable RISC-V System-on-Chip (SoC) with an embedded...