Exploring Quantization and Mapping Synergy in Hardware-Aware Deep Neural Network Accelerators

Jan Klhufek, Miroslav Safar, Vojtech Mrazek +2

Energy efficiency and memory footprint of a convolutional neural network (CNN) implemented on a CNN inference accelerator depend on many factors, including a weight quantization st…