基于fpga的并行前缀推测加法器的快速计算应用

Garima Thakur, Harsh Sohal, Shruti Jain
{"title":"基于fpga的并行前缀推测加法器的快速计算应用","authors":"Garima Thakur, Harsh Sohal, Shruti Jain","doi":"10.1109/PDGC50313.2020.9315783","DOIUrl":null,"url":null,"abstract":"Approximate computing provides the tradeoff between the accuracy, the speed as well as power consumption. Approximate adders and other logical circuits can reduce hardware overhead. In this paper non-speculative and speculative parallel prefix adder is proposed and makes it more reliable to be used in applications where high speed circuits are required. If there is misprediction of result in speculative adder then error-correction is activated in the next clock cycle. Speculation is a process in which approximation is done. Approximate computing is widely used in the current scenario. The speculative adder reduces the critical path and provides the trade-off between reliability and performance. Proposed speculative parallel prefix adder results in 8.204ns delay which shows 36.87%, 2.35%, 26.32 % improvement in comparison to conventional NSA, proposed NSA, and conventional SA. Architecture is implemented for 16-bit operand length and used is an FPGA-based processing application.","PeriodicalId":347216,"journal":{"name":"2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"FPGA-Based Parallel Prefix Speculative Adder for Fast Computation Application\",\"authors\":\"Garima Thakur, Harsh Sohal, Shruti Jain\",\"doi\":\"10.1109/PDGC50313.2020.9315783\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Approximate computing provides the tradeoff between the accuracy, the speed as well as power consumption. Approximate adders and other logical circuits can reduce hardware overhead. In this paper non-speculative and speculative parallel prefix adder is proposed and makes it more reliable to be used in applications where high speed circuits are required. If there is misprediction of result in speculative adder then error-correction is activated in the next clock cycle. Speculation is a process in which approximation is done. Approximate computing is widely used in the current scenario. The speculative adder reduces the critical path and provides the trade-off between reliability and performance. Proposed speculative parallel prefix adder results in 8.204ns delay which shows 36.87%, 2.35%, 26.32 % improvement in comparison to conventional NSA, proposed NSA, and conventional SA. Architecture is implemented for 16-bit operand length and used is an FPGA-based processing application.\",\"PeriodicalId\":347216,\"journal\":{\"name\":\"2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC)\",\"volume\":\"24 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-11-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PDGC50313.2020.9315783\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PDGC50313.2020.9315783","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

近似计算提供了精度、速度和功耗之间的权衡。近似加法器和其他逻辑电路可以减少硬件开销。本文提出了一种非推测性和推测性并行前缀加法器,使其更可靠地应用于需要高速电路的场合。如果推测加法器结果预测错误,则在下一个时钟周期启动纠错。推测是一个进行近似的过程。近似计算在当前场景中得到了广泛的应用。推测加法器减少了关键路径,并提供了可靠性和性能之间的权衡。所提出的推测式并行前缀加法器的延迟为8.204ns,比传统的NSA、提议的NSA和传统的SA分别提高36.87%、2.35%和26.32%。架构实现为16位操作数长度,并使用基于fpga的处理应用程序。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FPGA-Based Parallel Prefix Speculative Adder for Fast Computation Application
Approximate computing provides the tradeoff between the accuracy, the speed as well as power consumption. Approximate adders and other logical circuits can reduce hardware overhead. In this paper non-speculative and speculative parallel prefix adder is proposed and makes it more reliable to be used in applications where high speed circuits are required. If there is misprediction of result in speculative adder then error-correction is activated in the next clock cycle. Speculation is a process in which approximation is done. Approximate computing is widely used in the current scenario. The speculative adder reduces the critical path and provides the trade-off between reliability and performance. Proposed speculative parallel prefix adder results in 8.204ns delay which shows 36.87%, 2.35%, 26.32 % improvement in comparison to conventional NSA, proposed NSA, and conventional SA. Architecture is implemented for 16-bit operand length and used is an FPGA-based processing application.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信