ASC: Adaptive Scale Feature Map Compression for Deep Neural Network

Yuan Yao, Tian-Sheuan Chang

Deep-learning accelerators are increasingly in demand; however, their performance is constrained by the size of the feature map, leading to high bandwidth requirements and large bu…