NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm

Xiaoliang Dai, Hongxu Yin, Niraj K. Jha

Deep neural networks (DNNs) have begun to have a pervasive impact on various applications of machine learning. However, the problem of finding an optimal DNN architecture for large…