MAFAT: Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference

Jackson Farley, Andreas Gerstlauer

A rising research challenge is running costly machine learning (ML) networks locally on resource-constrained edge devices. ML networks with large convolutional layers can easily ex…