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ShanghaiTech University Knowledge Management System
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)
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发表状态 | 已发表 |
DOI | 10.1109/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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