Balancing Efficiency and Flexibility for DNN Acceleration via Temporal
GPU-Systolic Array Integration

Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration

18 February 2020

Cong Guo

Yangjie Zhou

Jingwen Leng

Yuhao Zhu

Papers citing "Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration"

4 / 4 papers shown

Title
AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs Yangjie Zhou Yaoxu Song Jingwen Leng Zihan Liu Weihao Cui Zhendong Zhang Cong Guo Quan Chen Li-Wei Li Minyi Guo GNN 31 1 0 27 May 2023
ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization Cong Guo Chen Zhang Jingwen Leng Zihan Liu Fan Yang Yun-Bo Liu Minyi Guo Yuhao Zhu MQ 16 55 0 30 Aug 2022
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators Yangjie Zhou Mengtian Yang Cong Guo Jingwen Leng Yun Liang Quan Chen M. Guo Yuhao Zhu 26 33 0 08 Oct 2021
Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity Cong Guo B. Hsueh Jingwen Leng Yuxian Qiu Yue Guan Zehuan Wang Xiaoying Jia Xipeng Li M. Guo Yuhao Zhu 35 83 0 29 Aug 2020