DNN Feature Map Compression using Learned Representation over GF(2)

Denis A. Gudovskiy, Alec Hodgkinson, Luca Rigazio

In this paper, we introduce a method to compress intermediate feature maps of deep neural networks (DNNs) to decrease memory storage and bandwidth requirements during inference. Un…