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Construction and exploitation of VLIW ASIPs with heterogeneous vector-widths

机译:具有异构矢量宽度的VLIW ASIP的构建和开发

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摘要

Numerous applications in important domains, such as communication and multimedia, show a significant data-level parallelism (DLP). A large part of the DLP is usually exploited through application vector-ization and implementation of vector operations in processors executing the applications. While the amount of DLP varies between applications of the same domain or even within a single application, processor architectures usually support a single vector width. This may not be optimal and may cause a substantial energy inefficiency. Therefore, an adequate more sophisticated exploitation of DLP is highly relevant. This paper proposes the use of heterogeneous vector widths and a method to explore the heterogeneous vector widths for VLIW ASIPs. In our context, heterogeneity corresponds to the usage of two or more different vector widths in a single ASIP. After a brief explanation of the target ASIP architecture model, the paper describes the vector-width exploration method and explains the associated design automation tools. Subsequently, experimental results are discussed.
机译:重要领域中的许多应用程序,例如通信和多媒体,都显示出重要的数据级并行性(DLP)。通常通过应用程序矢量化和在执行应用程序的处理器中实现矢量操作来利用DLP的很大一部分。虽然DLP的数量在相同域的应用程序之间甚至在单个应用程序内都不同,但是处理器体系结构通常支持单个向量宽度。这可能不是最佳的,并且可能导致严重的能源效率低下。因此,对DLP进行适当的更复杂的利用非常重要。本文提出了使用异构矢量宽度和探索VLIW ASIP异构矢量宽度的方法。在我们的上下文中,异质性对应于单个ASIP中两个或多个不同矢量宽度的使用。在简要介绍了目标ASIP体系结构模型之后,本文介绍了矢量宽度探索方法并解释了相关的设计自动化工具。随后,讨论了实验结果。

著录项

  • 来源
    《Microprocessors and microsystems》 |2014年第8ptab期|947-959|共13页
  • 作者单位

    Eindhoven University of Technology, Den Dolech 2, 5612 AZ Eindhoven, The Netherlands;

    Eindhoven University of Technology, Den Dolech 2, 5612 AZ Eindhoven, The Netherlands;

    Eindhoven University of Technology, Den Dolech 2, 5612 AZ Eindhoven, The Netherlands;

    Eindhoven University of Technology, Den Dolech 2, 5612 AZ Eindhoven, The Netherlands;

    Eindhoven University of Technology, Den Dolech 2, 5612 AZ Eindhoven, The Netherlands;

    Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    VLIW; ASIPs; Vector processing; DLP; SIMD;

    机译:VLIW;ASIPs;向量处理;DLP;SIMD;

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