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Low-Latency High-Throughput Multi-Precision Fused Floating-Point Division and Square-Root Unit Design
2024-04-25
会议录名称2024 INTERNATIONAL VLSI SYMPOSIUM ON TECHNOLOGY, SYSTEMS AND APPLICATIONS (VLSI TSA)
发表状态已发表
DOI10.1109/VLSITSA60681.2024.10546355
摘要

This paper proposes a novel design for a low-latency, high-throughput fused floating-point unit (FPU) handling division (DIV) and square-root (SQRT) operations based on the Goldschmidt algorithm. Traditional FPUs in commercial processors suffer from long latency, low throughput, and sub-stantial hardware consumption due to the complexity of DIV and SQRT. In our design, we employ an innovative error analysis method to reduce multiplier bitwidths. Moreover, we elaborately integrate DIV and SQRT to improve resource reuse. Additionally, the pipeline structure ensures multi-precision support and high throughput. We conduct 100 trillion random tests to validate our design, demonstrating its compliance with IEEE 754 single-precision (SP) and double-precision (DP) standards. Results show that our design not only excels existing FPUs in performance but also achieves significant resource reuse for DIV and SQRT operations.

关键词Computer architecture Digital arithmetic IEEE Standards Division Floating point units Floating-point unit Goldschmidt algorithm High-throughput Low latency Multi precision Resource reuse Square-root Square-root operations
会议名称2024 International VLSI Symposium on Technology, Systems and Applications, VLSI TSA 2024
出版地345 E 47TH ST, NEW YORK, NY 10017 USA
会议地点HsinChu, Taiwan
会议日期22-25 April 2024
URL查看原文
收录类别EI ; CPCI-S
语种英语
资助项目Shanghai Rising-Star Program[21QC1401400] ; Shanghai Sailing Program[23YF1427300]
WOS研究方向Engineering
WOS类目Engineering, Electrical & Electronic
WOS记录号WOS:001253001400017
出版者Institute of Electrical and Electronics Engineers Inc.
EI入藏号20242616351138
EI主题词Regulatory compliance
EI分类号721.1 Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory ; 902.2 Codes and Standards ; 921.6 Numerical Methods
原始文献类型Conference article (CA)
来源库IEEE
文献类型会议论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/387247
专题信息科学与技术学院
信息科学与技术学院_PI研究组_娄鑫组
信息科学与技术学院_硕士生
信息科学与技术学院_本科生
作者单位
1.School of Information Science and Technology, ShanghaiTech University, Shanghai, China
2.School of Integrated Circuit Science and Engineering, UESTC, Chengdu, China
第一作者单位信息科学与技术学院
第一作者的第一单位信息科学与技术学院
推荐引用方式
GB/T 7714
Liangtao Dai,Haocheng Zhu,Binzhe Yuan,et al. Low-Latency High-Throughput Multi-Precision Fused Floating-Point Division and Square-Root Unit Design[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:Institute of Electrical and Electronics Engineers Inc.,2024.
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