视频编解码器应用SIMD扩展中未对齐内存操作对性能的影响

M. Alvarez, E. Salamí, Alex Ramírez, M. Valero
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引用次数: 31

摘要

尽管SIMD扩展是利用大多数媒体应用程序中存在的数据级并行性的一种经济有效的方法,但我们将展示它们具有非常有限的内存体系结构,并且对未对齐内存访问的支持很弱。在视频编解码器和其他应用程序中,在没有有效架构支持的情况下访问未对齐位置的开销会带来很大的性能损失,并且在某些情况下会使矢量化产生反效果。本文分析了使用未对齐内存操作扩展Altivec SIMD ISA对性能的影响。结果表明,对于H.264/AVC媒体编解码器中的几个内核,与普通SIMD版本相比,未对齐访问支持提供了高达3.8倍的加速,在整个应用程序中平均为1.2倍。除了提供显著的性能优势之外,使用未对齐内存指令使得SIMD代码的编程对于手动开发人员和自动向量化编译器来说都变得更加容易
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Impact of Unaligned Memory Operations in SIMD Extensions for Video Codec Applications
Although SIMD extensions are a cost effective way to exploit the data level parallelism present in most media applications, we will show that they had have a very limited memory architecture with a weak support for unaligned memory accesses. In video codec, and other applications, the overhead for accessing unaligned positions without an efficient architecture support has a big performance penalty and in some cases makes vectorization counter-productive. In this paper we analyze the performance impact of extending the Altivec SIMD ISA with unaligned memory operations. Results show that for several kernels in the H.264/AVC media codec, unaligned access support provides a speedup up to 3.8times compared to the plain SIMD version, translating into an average of 1.2times in the entire application. In addition to providing a significant performance advantage, the use of unaligned memory instructions makes programming SIMD code much easier both for the manual developer and the auto vectorizing compiler
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