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Combined Application of Data Transfer and Storage Optimizing Transformations and Subword Parallelism Exploitation for Power Consumption and Execution Time Reduction in VLIW Multimedia Processors

机译:数据传输和存储优化转换与子字并行开发在减少VLIW多媒体处理器中的功耗和执行时间方面的结合应用

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In this paper the important issues in mapping data dominated multimedia applications on Very Long Instruction Word (VLIW) multimedia processors are addressed. The main design quality factors of applications realized on the target architecture platform are presented and their interactions are explored. Power consumption is the major cost factor while performance is the overriding constraint in realizations of multimedia applications on the target architecture platform. A methodology for the reduction of the data transfer and storage related power consumption, which forms an important part of the total power budget of the system, and the execution time of applications realized on VLIW multimedia processors, has been developed. The methodology is based on the application of a number of transformations, mainly oriented towards data transfer and storage optimization, to a high level description of the target application. The main focus of this paper is on the interaction of the proposed code transformations with the exploitation of subword parallelism (for example through the application of special performance improving arithmetic subword instructions present in modern VLIW multimedia processors). Experimental results from real-life data-dominated multimedia applications clearly demonstrate that the application of the proposed transformations is orthogonal to the exploitation of subword parallelism. A second conclusion is that the positive impact of the proposed code transformations on performance is typically even larger than the effect of the subword parallelism exploitation for the complete application. The effect of the subword parallelism exploitation is even enhanced after the application of the proposed code transformations.
机译:本文解决了在超长指令字(VLIW)多媒体处理器上映射以数据为主的多媒体应用程序中的重要问题。介绍了在目标体系结构平台上实现的应用程序的主要设计质量因素,并探讨了它们之间的相互作用。功耗是主要的成本因素,而性能则是目标体系结构平台上实现多媒体应用程序的首要约束。已经开发出一种减少数据传输和存储相关功耗的方法,该方法构成了系统总功耗预算的重要组成部分,并且开发了在VLIW多媒体处理器上实现的应用程序的执行时间。该方法基于对主要针对数据传输和存储优化的许多转换的应用,以对目标应用进行高级描述。本文的主要重点是所提出的代码转换与子字并行性的利用之间的相互作用(例如,通过应用现代VLIW多媒体处理器中存在的特殊性能改进算术子字指令)。来自以实际数据为主导的多媒体应用程序的实验结果清楚地表明,所提出的变换的应用程序与子词并行性的利用正交。第二个结论是,建议的代码转换对性能的积极影响通常甚至比整个应用程序中子字并行性开发的影响还要大。应用建议的代码转换后,甚至可以增强子字并行性开发的效果。

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