DeepPump: Multi-pumping deep Neural Networks

Abstract

This paper presents DeepPump, an approach that generates CNN hardware designs with multi-pumping, which have competitive performance when compared with previous designs. Future work includes integrating DeepPump with other optimisations, and providing further evaluations on various FPGA platforms.