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Architectural enhancements for SIMD-style multimedia processing in general-purpose processors.

机译:通用处理器中SIMD样式多媒体处理的体系结构增强。

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摘要

Multimedia applications are becoming increasingly common in personal computers. Hence efficient multimedia processing is required in general-purpose processors. Subword parallelism in the form of SIMD (Single-Instruction, Multiple-Data) processing has commonly been adapted for multimedia processing in general-purpose processors. However, there have been problems reported with this method. In addition, there have also been problems reported on the behaviour of conventional cache systems for multimedia applications.; This thesis briefly outlines the problems, and proposes a new general-purpose processor architecture known as Media-TCM (Media-Tightly-Coupled Memory). It uses a newly introduced feature known as TCM (Tightly-Coupled Memory) to gain performance. The TCM is a low-latency on-chip memory used for efficient handling of multimedia data. Several new instructions are introduced to assist this task. The features of the Media-TCM architecture are designed to be easily adaptable to the existing general-purpose processors.; The performance of the Media-TCM architecture is evaluated with the help of a simulation model which is developed using the SimpleScalar tool set. The performance is compared with those of a processor enhanced with the Altivec multimedia extension for PowerPC and a processor with no multimedia extensions. A simulation model for Altivec is not currently available. Hence, a simulation model for Altivec is also developed in this research for the purpose of comparison.; Five selected multimedia applications are implemented in three different styles and simulated. The simulation results reveal that the proposed Media-TCM architecture can provide significant performance improvements over the Altivec multimedia extension for three of the applications, but it is marginally worse on two of them. However, the Altivec implementations can still be executed in the Media-TCM architecture.
机译:多媒体应用程序在个人计算机中变得越来越普遍。因此,在通用处理器中需要有效的多媒体处理。 SIMD(单指令,多数据)处理形式的子字并行性通常已被调整用于通用处理器中的多媒体处理。但是,此方法存在一些问题。另外,还报道了有关多媒体应用的传统高速缓存系统的性能问题。本文简要概述了这些问题,并提出了一种新的通用处理器架构,称为Media-TCM(媒体紧密耦合内存)。它使用了新引入的称为TCM(紧密耦合内存)的功能来获得性能。 TCM是用于高效处理多媒体数据的低延迟片上存储器。引入了一些新的指令来协助完成此任务。 Media-TCM体系结构的功能旨在轻松适应现有的通用处理器。借助使用SimpleScalar工具集开发的仿真模型来评估Media-TCM体系结构的性能。该性能与通过PowerPC的Altivec多媒体扩展增强的处理器和不具有多媒体扩展的处理器的性能进行了比较。 Altivec的仿真模型当前不可用。因此,为了比较的目的,在本研究中还开发了Altivec的仿真模型。五个选定的多媒体应用程序以三种不同的样式实现并进行了仿真。仿真结果表明,所提出的Media-TCM体系结构可以在三个应用程序的基础上显着改善Altivec多媒体扩展的性能,但在其中两个应用程序上却稍差一些。但是,Altivec实现仍可以在Media-TCM体系结构中执行。

著录项

  • 作者

    Anugithan, Shuthakini.;

  • 作者单位

    Queen's University (Canada).;

  • 授予单位 Queen's University (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.Sc.(Eng)
  • 年度 2007
  • 页码 215 p.
  • 总页数 215
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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