A study of high-level synthesis: Promises and challenges

Kyle Rupnow, Yun Liang, Yinan Li, Deming Chen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A wide variety of application domains such as networking, computer vision, and cryptography target FPGA platforms to meet computation demand and energy consumption constraints. However, design effort for FPGA implementations in hardware description languages (HDLs) remains high - often an order of magnitude larger than design effort using high level languages (HLLs). Instead of development in HDLs, high level synthesis (HLS) tools generate hardware implementations from algorithm descriptions in HLLs such as C/C++/SystemC. HLS tools promise reduced design effort and hardware development without the detailed knowledge of the implementation platform. In this paper, we study AutoPilot, a state-of-the-art HLS tool, and examine the suitability of using HLS for a variety of application domains. Based on our study of application code not originally written for HLS, we provide guidelines for software design, limitations of mapping general purpose software to hardware using HLS, and future directions for HLS tool development. For the examined applications, we demonstrate speedup from 4X to over 126X, with a five-fold reduction in design effort vs. manual design in HDLs.

Original languageEnglish (US)
Title of host publicationProceedings - 2011 IEEE 9th International Conference on ASIC, ASICON 2011
Pages1102-1105
Number of pages4
DOIs
StatePublished - Dec 1 2011
Event2011 IEEE 9th International Conference on ASIC, ASICON 2011 - Xiamen, China
Duration: Oct 25 2011Oct 28 2011

Publication series

NameProceedings of International Conference on ASIC
ISSN (Print)2162-7541
ISSN (Electronic)2162-755X

Other

Other2011 IEEE 9th International Conference on ASIC, ASICON 2011
CountryChina
CityXiamen
Period10/25/1110/28/11

ASJC Scopus subject areas

  • Hardware and Architecture
  • Electrical and Electronic Engineering

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