Search Results for author: Jiansong Li

Found 2 papers, 0 papers with code

Pinpointing the Memory Behaviors of DNN Training

no code implementations1 Apr 2021 Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng

The training of deep neural networks (DNNs) is usually memory-hungry due to the limited device memory capacity of DNN accelerators.

The Pitfall of Evaluating Performance on Emerging AI Accelerators

no code implementations8 Nov 2019 Zihan Jiang, Jiansong Li, Jiangfeng Zhan

To reveal this pitfall, we evaluates several frequently-used optimizations on a typical AI accelerator and quantifies their impact on accuracy and throughout under representative DL inference workloads.

Cannot find the paper you are looking for? You can Submit a new open access paper.