Programmable Analog System Benchmarks leading to Efficient Analog Computation Synthesis

IF 3.1 4区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE ACM Transactions on Reconfigurable Technology and Systems Pub Date : 2023-09-29 DOI:10.1145/3625298
Jennifer Hasler, Cong Hao
{"title":"Programmable Analog System Benchmarks leading to Efficient Analog Computation Synthesis","authors":"Jennifer Hasler, Cong Hao","doi":"10.1145/3625298","DOIUrl":null,"url":null,"abstract":"This effort develops the first rich suite of analog & mixed-signal benchmark of various sizes and domains, intended for use with contemporary analog and mixed-signal designs and synthesis tools. Benchmarking enables analog-digital co-design exploration as well as extensive evaluation of analog synthesis tools and the generated analog/mixed-signal circuit or device. The goals of this effort are defining analog computation system benchmarks, developing the required concepts for higher-level analog & mixed-signal tools to utilize these benchmarks, and enabling future automated architectural design space exploration (DSE) to determine the best configurable architecture (e.g., a new FPAA) for a certain family of applications. The benchmarks comprise multiple levels of an acoustic , a vision , a communications , and an analog filter system that must be simultaneously satisfied for a complete system.","PeriodicalId":49248,"journal":{"name":"ACM Transactions on Reconfigurable Technology and Systems","volume":"132 1","pages":"0"},"PeriodicalIF":3.1000,"publicationDate":"2023-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACM Transactions on Reconfigurable Technology and Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3625298","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 0

Abstract

This effort develops the first rich suite of analog & mixed-signal benchmark of various sizes and domains, intended for use with contemporary analog and mixed-signal designs and synthesis tools. Benchmarking enables analog-digital co-design exploration as well as extensive evaluation of analog synthesis tools and the generated analog/mixed-signal circuit or device. The goals of this effort are defining analog computation system benchmarks, developing the required concepts for higher-level analog & mixed-signal tools to utilize these benchmarks, and enabling future automated architectural design space exploration (DSE) to determine the best configurable architecture (e.g., a new FPAA) for a certain family of applications. The benchmarks comprise multiple levels of an acoustic , a vision , a communications , and an analog filter system that must be simultaneously satisfied for a complete system.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
可编程模拟系统基准导致有效的模拟计算合成
这一努力开发了第一套丰富的模拟& &;各种尺寸和领域的混合信号基准,旨在与当代模拟和混合信号设计和合成工具一起使用。基准测试使模拟-数字协同设计探索以及模拟合成工具和生成的模拟/混合信号电路或设备的广泛评估成为可能。这项工作的目标是定义模拟计算系统基准,为更高级别的模拟开发所需的概念。混合信号工具来利用这些基准,并使未来的自动化架构设计空间探索(DSE)能够确定特定应用系列的最佳可配置架构(例如,新的FPAA)。基准包括声学、视觉、通信和模拟滤波系统的多个级别,必须同时满足一个完整的系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
ACM Transactions on Reconfigurable Technology and Systems
ACM Transactions on Reconfigurable Technology and Systems COMPUTER SCIENCE, HARDWARE & ARCHITECTURE-
CiteScore
4.90
自引率
8.70%
发文量
79
审稿时长
>12 weeks
期刊介绍: TRETS is the top journal focusing on research in, on, and with reconfigurable systems and on their underlying technology. The scope, rationale, and coverage by other journals are often limited to particular aspects of reconfigurable technology or reconfigurable systems. TRETS is a journal that covers reconfigurability in its own right. Topics that would be appropriate for TRETS would include all levels of reconfigurable system abstractions and all aspects of reconfigurable technology including platforms, programming environments and application successes that support these systems for computing or other applications. -The board and systems architectures of a reconfigurable platform. -Programming environments of reconfigurable systems, especially those designed for use with reconfigurable systems that will lead to increased programmer productivity. -Languages and compilers for reconfigurable systems. -Logic synthesis and related tools, as they relate to reconfigurable systems. -Applications on which success can be demonstrated. The underlying technology from which reconfigurable systems are developed. (Currently this technology is that of FPGAs, but research on the nature and use of follow-on technologies is appropriate for TRETS.) In considering whether a paper is suitable for TRETS, the foremost question should be whether reconfigurability has been essential to success. Topics such as architecture, programming languages, compilers, and environments, logic synthesis, and high performance applications are all suitable if the context is appropriate. For example, an architecture for an embedded application that happens to use FPGAs is not necessarily suitable for TRETS, but an architecture using FPGAs for which the reconfigurability of the FPGAs is an inherent part of the specifications (perhaps due to a need for re-use on multiple applications) would be appropriate for TRETS.
期刊最新文献
End-to-end codesign of Hessian-aware quantized neural networks for FPGAs DyRecMul: Fast and Low-Cost Approximate Multiplier for FPGAs using Dynamic Reconfiguration Dynamic-ACTS - A Dynamic Graph Analytics Accelerator For HBM-Enabled FPGAs NC-Library: Expanding SystemC Capabilities for Nested reConfigurable Hardware Modelling PQA: Exploring the Potential of Product Quantization in DNN Hardware Acceleration
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1