Convolutions Predictable Offloading to an Accelerator: Formalization and Optimization

Benjamin Husson, Mohammed Belcaïd, Thomas Carle +1

Convolutional neural networks (CNNs) require a large number of multiply-accumulate (MAC) operations. To meet real-time constraints, they often need to be executed on specialized ac…