Design Method for an LUT Network-Based CNN with a Sparse Local Convolution

摘要

Demand of applications using deep learning models in the data centers is rapidly increasing. Thus, we need to support a massive amount of convolutional neural network (CNN) calculations with limited area and power consumption of data centers by using domain specific hardwares.