no code implementations • 10 May 2021 • Jie Ran, Rui Lin, Hayden K. H. So, Graziano Chesi, Ngai Wong
Elasticities in depth, width, kernel size and resolution have been explored in compressing deep neural networks (DNNs).
no code implementations • 26 Apr 2021 • Zhen Dong, Yizhao Gao, Qijing Huang, John Wawrzynek, Hayden K. H. So, Kurt Keutzer
Automatic algorithm-hardware co-design for DNN has shown great success in improving the performance of DNNs on FPGAs.
Hardware Aware Neural Architecture Search Image Classification +2