VLIW架构在数据并行图像应用中的有效性

M. Albanesi, M. Ferretti, A. Dell'Olio, M. De Ponti
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引用次数: 1

摘要

在本文中,我们报告了使用VLIW方法处理嵌入式打印系统的图像处理应用程序所获得的改进。这一领域的研究尤其在今天变得越来越重要:商业应用程序的目标是在保持低成本和低功耗的同时实现高速计算。为此,VLIW方法似乎是一个不错的选择,它最初是为大量数学应用开发的,特别是它的灵活性和低成本。本文的目的是通过研究打印管道的行为来证明VLIW的有效性,特别是在数据并行计算密集型应用中,打印管道是四种不同特征算法的集合。对于每个算法,我们分析其结构以及隐式和显式代码并行性,以便对所涉及的控制流进行完整的概述,然后我们继续对源代码进行调整,以帮助编译器开发最大的性能
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Effectiveness of a VLIW architecture in a data parallel image application
In this paper we report on the improvements obtained by using a VLIW approach to handle an image processing application for embedded printing systems. This field of research is gaining significance especially today: the goal in business applications is to achieve high speed in computations while maintaining low cost and low power consumption. For this purpose the VLIW approach, which was originally developed for massive mathematics applications, seems to be a good choice, especially for its flexibility and low cost. The goal of this paper is to demonstrate the effectiveness of VLIW, especially in data parallel computation intensive applications, by studying the behaviour of a print pipeline, which is a collection of four algorithms with different characteristics. For each algorithm we analyse its structure and the implicit and explicit code parallelism, in order to give a complete overview of the control flow involved, then we proceed to perform adjustments on source code to help the compiler exploit the maximum performance
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