面向RISC-V的基础数学库实现

李飞; 郭绍忠; 郝江伟; 侯明; 宋广辉; 许瑾晨

doi:10.12263/DZXB.20220375

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面向RISC-V的基础数学库实现

学术论文 | 更新时间：2025-12-11

- 面向RISC-V的基础数学库实现
- Basic Math Library Implementation for RISC-V
- 电子学报 2024年52卷第5期页码：1633-1647
- 作者机构：
  
  1.信息工程大学，河南郑州 450002
  2.数学工程与先进计算国家重点实验室，河南郑州 450002
- 作者简介：
  
  [ "李飞男，1996年出生，河南商丘人.信息工程大学硕士研究生.主要研究方向为高性能计算." ]
  [ "郭绍忠女，1964年出生，安徽合肥人.信息工程大学教授.主要研究方向为高性能计算，分布式处理." ]
  [ "郝江伟男，1995年出生，陕西清涧人.信息工程大学博士研究生.主要研究方向为高性能计算." ]
  [ "侯明男，1994年出生，周口太康人.信息工程大学硕士研究生.主要研究方向为高性能计算." ]
  [ "宋广辉男，1997年出生，河南商丘人.信息工程大学硕士研究生.主要研究方向为高性能计算，先进编译技术." ]
  [ "许瑾晨男，1987年出生，江苏泰州人.信息工程大学讲师.主要研究方向为高性能计算." ]
- 基金信息：
- DOI：10.12263/DZXB.20220375
  中图分类号： TP313;
- 收稿：2022-04-08，
  
  修回：2022-10-25，
  
  纸质出版：2024-05-25
- 稿件说明：
移动端阅览
李飞, 郭绍忠, 郝江伟, 等. 面向RISC-V的基础数学库实现[J]. 电子学报, 2024, 52(05): 1633-1647.

LI Fei, GUO Shao-zhong, HAO Jiang-wei, et al. Basic Math Library Implementation for RISC-V[J]. Acta Electronica Sinica, 2024, 52(05): 1633-1647.
李飞, 郭绍忠, 郝江伟, 等. 面向RISC-V的基础数学库实现[J]. 电子学报, 2024, 52(05): 1633-1647. DOI：10.12263/DZXB.20220375

LI Fei, GUO Shao-zhong, HAO Jiang-wei, et al. Basic Math Library Implementation for RISC-V[J]. Acta Electronica Sinica, 2024, 52(05): 1633-1647. DOI：10.12263/DZXB.20220375

摘要

RISC-V指令集架构（Instruction Set Architecture，ISA）作为一种新兴的精简ISA，因免费、开源、自由等特点而得到快速发展.由于国内外对RISC-V的研究主要集中在硬件开发，软件生态相较于成熟ISA还很薄弱，实现一套RISC-V指令集高性能基础数学库可以进一步丰富RISC-V软件生态.本文基于自动化移植技术实现申威数学库到RISC-V的移植，为RISC-V指令架构提供首个使用向量指令优化的基础数学库系统.本文提出向量寄存器自动分支查表法与路径标记插入法，重点解决不同架构间寄存器映射过程中的寄存器复用问题，实现寄存器正确高效映射，并依据不同指令等价转换策略自动化移植数学函数69个.测试结果表明，RISC-V基础数学库函数可实现正确计算，最大误差为1.90ULP，函数性能平均为157.03节拍.

Abstract

RISC-V instruction set architecture (ISA)

as a new streamlined ISA

has developed rapidly due to its characteristics of free

open source

and freedom. Since the research on RISC-V at home and abroad mainly focuses on hardware development

the software ecosystem is still weak compared to mature ISAs. Implementing a set of high-performance basic math libraries for the RISC-V instruction set can further enrich the RISC-V software ecosystem. This paper realizes the transplantation of Sunway math library to RISC-V based on automatic transplantation technology

and provides the first basic math library system using vector instruction optimization for RISC-V instruction architecture. This paper proposes an automatic branch look-up table method and a path marker insertion method for vector registers

focusing on solving the problem of register multiplexing in the process of register mapping between different architectures

realizing the correct and efficient mapping of registers

and automatically transplanting 69 mathematical functions according to different instruction equivalence conversion strategies. The test results show that the RISC-V basic math library function can achieve correct calculation

the maximum error is 1.90ULP

and the average performance of functions is 157.03 beats.

关键词

Keywords

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