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A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 159-175
作者:  Xie, Zhen;  Tan, Guangming;  Liu, Weifeng;  Sun, Ninghui
收藏  |  浏览/下载：48/0  |  提交时间：2021/12/01
Libraries  Sparse matrices  Prediction algorithms  Neural networks  Predictive models  Memory management  Tuners  SpGEMM  spare BLAS  sparse format  auto-tuning  neural network  
Efficient parallel linear scaling method to get the response density matrix in all-electron real-space density-functional perturbation theory 期刊论文
COMPUTER PHYSICS COMMUNICATIONS, 2021, 卷号: 258, 页码: 11
作者:  Shang, Honghui;  Liang, WanZhen;  Zhang, Yunquan;  Yang, Jinlong
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
Density-functional perturbation theory  Linear scaling  MPI  Numeric atomic orbitals  Density-function theory  
Swallow: A Versatile Accelerator for Sparse Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4881-4893
作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Xu, Haobo
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Accelerator  convolutional (Conv) layers  fully connected (FC) layers  sparse neural networks (SNNs)  
Register-Aware Optimizations for Parallel Sparse Matrix-Matrix Multiplication 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2019, 卷号: 47, 期号: 3, 页码: 403-417
作者:  Liu, Junhong;  He, Xin;  Liu, Weifeng;  Tan, Guangming
收藏  |  浏览/下载：84/0  |  提交时间：2019/08/16
Sparse matrix  Sparse matrix-matrix multiplication  GPU  Register  
CSCC: Convolution Split Compression Calculation Algorithm for Deep Neural Network 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 71607-71615
作者:  Fan, Shengyu;  Yu, Hui;  Lu, Dianjie;  Jiao, Shuai;  Xu, Weizhi;  Liu, Fangai;  Liu, Zhiyong
收藏  |  浏览/下载：242/0  |  提交时间：2019/08/16
Convolutional neural network  sparse matrix vector multiplication  neural networks  convolution  sparse matrices  
Design and Implementation of Adaptive SpMV Library for Multicore and Many-Core Architecture 期刊论文
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 2018, 卷号: 44, 期号: 4, 页码: 25
作者:  Tan, Guangming;  Liu, Junhong;  Li, Jiajia
收藏  |  浏览/下载：62/0  |  提交时间：2019/12/10
Sparse matrix vector multiplication  auto-tuning  multicore  machine learning  
A multi-GPU parallel optimization model for the preconditioned conjugate gradient algorithm 期刊论文
PARALLEL COMPUTING, 2017, 卷号: 63, 页码: 1-16
作者:  Gao, Jiaquan;  Zhou, Yuanshen;  He, Guixia;  Xia, Yifei
收藏  |  浏览/下载：49/0  |  提交时间：2019/12/12
Optimization model  Preconditioned conjugate gradient algorithm  CUDA  Multiple GPUs  
A Cross-Platform SpMV Framework on Many-Core Architectures 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2016, 卷号: 13, 期号: 4, 页码: 25
作者:  Zhang, Yunquan;  Li, Shigang;  Yan, Shengen;  Zhou, Huiyang
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/12
SpMV  segmented scan  BCCOO  OpenCL  CUDA  GPU  Intel MIC  parallel algorithms  
Automatic tuning of sparse matrix-vector multiplication on multicore clusters 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2015, 卷号: 58, 期号: 9, 页码: 14
作者:  Li ShiGang;  Hu ChangJun;  Zhang JunChao;  Zhang YunQuan
收藏  |  浏览/下载：54/0  |  提交时间：2019/12/13
SpMV  PGAS  hybridization  model-driven  multicore clusters  
Memory bandwidth optimization of SpMV on GPGPUs 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2015, 卷号: 9, 期号: 3, 页码: 431-441
作者:  Yan, Chenggang Clarence;  Yu, Hui;  Xu, Weizhi;  Zhang, Yingping;  Chen, Bochuan;  Tian, Zhu;  Wang, Yuxuan;  Yin, Jian
收藏  |  浏览/下载：62/0  |  提交时间：2019/12/13
GPGPU  performance tuning  SpMV  cache blocking  memory bandwidth