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Optimization of Generalized Eigensolver for Dense Symmetric Matrices on AMD GPU

Chong Zhang Zi-Tong Su Min Li Hui-Yuan Li Wen-Jing Ma Lei-Sheng Li

Journal of Computer Science & Technology2025，Vol.40Issue(3)：P.855-869,15.

Journal of Computer Science & Technology2025，Vol.40Issue(3)：P.855-869,15.DOI:10.1007/s11390-024-3673-8

Optimization of Generalized Eigensolver for Dense Symmetric Matrices on AMD GPU

Chong Zhang ¹Zi-Tong Su ¹Min Li ²Hui-Yuan Li ³Wen-Jing Ma ³Lei-Sheng Li³

作者信息

1. School of Computer Science and Technology,University of Chinese Academy of Sciences,Beijing 100049,China Institute of Software,Chinese Academy of Sciences,Beijing 100190,China
2. School of Mathematical Sciences,Peking University,Beijing 100871,China National Engineering Laboratory for Big Data Analysis and Applications,Peking University,Beijing 100871,China PKU-Changsha Institute for Computing and Digital Economy,Changsha 410205,China
3. Institute of Software,Chinese Academy of Sciences,Beijing 100190,China
折叠

摘要

关键词

AMD GPU/dense symmetric matrix/generalized eigenproblem/performance optimization

分类

信息技术与安全科学

引用本文复制引用

Chong Zhang,Zi-Tong Su,Min Li,Hui-Yuan Li,Wen-Jing Ma,Lei-Sheng Li..Optimization of Generalized Eigensolver for Dense Symmetric Matrices on AMD GPU[J].Journal of Computer Science & Technology,2025,40(3):P.855-869,15.

基金项目

supported by the National Key Research and Development Program of China under Grant No.2021YFB0300203 （）

the National Natural Science Foundation of China under Grant No.12131005. （）

Journal of Computer Science & Technology

ISSN：1000-9000

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