AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs

Pengfei Xu, Xiaofan Zhang, Cong Hao +7

Recent breakthroughs in Deep Neural Networks (DNNs) have fueled a growing demand for DNN chips. However, designing DNN chips is non-trivial because: (1) mainstream DNNs have millio…