在移动系统上使用颜色感知指令集有效地处理彩色图像序列

Jong-Myon Kim, D. S. Wills
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引用次数: 3

摘要

特定于应用程序的处理器扩展提供了一种有效的机制,可以满足便携式嵌入式应用程序(如交互式多媒体通信)不断增长的性能和功耗需求。本研究研究了在彩色图像和视频处理应用中亮度和色度分量的使用,并提出了一种颜色感知指令集扩展(CAX),以提高彩色多媒体处理应用的性能。CAX ISA能够利用当前多媒体扩展无法达到的新级别的子字并行性。与典型的多媒体扩展(例如,Intel MMX, MIPS MDMX和AMD 3DNow!)不同,CAX指令支持在32位数据路径宽度的两个16位(6:5:5)YCbCr颜色像素上并行操作,并通过直接支持颜色数据处理而不是仅仅依赖于通用子字并行性来获得可观的性能和代码密度改进。在一组媒体基准测试应用程序上的结果表明,与配置相同、动态调度的超标量处理器的基准版本相比,CAX版本实现了从3倍到5.8倍的加速,同时将能耗降低了68%到83%。CAX版本的性能也优于MDMX (MIPS多媒体扩展)。
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Efficient processing of color image sequences using a color-aware instruction set on mobile systems
Application-specific extensions of a processor provide an efficient mechanism that meets the growing performance and power demands of portable embedded applications such as interactive multimedia communications. This work investigates the use of both the luminance and chrominance components in color image- and video-processing applications and proposes a color-aware instruction set extension (CAX) that improves the performance of color multimedia-processing applications. The CAX ISA is able to exploit a new level of subword parallelism not reachable by current multimedia extensions. Unlike typical multimedia extensions (e.g., Intel MMX, MIPS MDMX, and AMD 3DNow!), CAX instructions support parallel operations on two-packed 16-bit (6:5:5) YCbCr color pixels in a 32-bit datapath width and obtain substantial performance and code density improvements through direct support for color data processing rather than depending solely on generic subword parallelism. The results on a set of media benchmark applications indicate that the CAX versions achieve a speedup ranging from 3x to 5.8x while reducing energy consumption from 68% to 83% over the baseline versions on an identically-configured, dynamically-scheduled superscalar processor. The CAX versions also outperform the MDMX (MIPS multimedia extension) performance.
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