Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Runbin Shi

Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework


Dec 12, 2020
Sung-En Chang, Yanyu Li, Mengshu Sun, Runbin Shi, Hayden K. -H. So, Xuehai Qian, Yanzhi Wang, Xue Lin

* Accepted by High-Performance Computer Architecture (HPCA'2021) 

  Access Paper or Ask Questions

MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework


Sep 16, 2020
Sung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Runbin Shi, Xue Lin, Yanzhi Wang

* 9 pages, 2 figures 

  Access Paper or Ask Questions

Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers


May 14, 2020
Junjie Liu, Zhe Xu, Runbin Shi, Ray C. C. Cheung, Hayden K. H. So

* ICLR 2020, camera ready version 

  Access Paper or Ask Questions