一种优化多处理器DSP架构中的缓存的软件工程方法:TMS320C80,可实现低级别图像处理的实时执行

F. Lohier, P. Garda
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引用次数: 1

摘要

本文介绍了我们开发的一种独创的软件工程方法,同时重点介绍了针对共享内存多处理器DSP架构的低级图像处理库的实现:TMS320C80。实时约束使我们专注于数据局部性的增强,这要归功于基于高级多维DMA的缓存软件管理。这个贡献在通用性、灵活性和性能改进方面与其他现有的C80图像处理库进行了比较。我们的方法允许组合基于收集基本处理操作符的模块化库的并发处理链。通用机制允许处理所有基本操作符的需求,并由于可重用和定义良好的框架而快速扩展库。灵活性允许动态地重新配置链或修改感兴趣的区域和处理器的数量。我们最终通过实验证明,我们的方法可以显著提高性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A software engineering methodology to optimize caching in multi-processor DSP architectures: TMS320C80 results towards the real-time execution of low level image processing
This paper introduces an original software engineering methodology we developed while focusing on the implementation of a low-level image processing library targeted for a shared memory multi-processor DSP architecture: the TMS320C80. Real-time constraints led us to concentrate on the enhancement of data locality thanks to the software managing of caches based on an advanced multi-dimensional DMA. This contribution compares to other existing C80's image processing libraries in terms of genericity, flexibility and performance improvement. Our approach allows for the composing of concurrent processing chains grounded on a modular library gathering basic processing operators. Generic mechanisms allow to address all basic operator's requirements as well as to quickly expand the library thanks to a re-usable and well defined framework. Flexibility allows to dynamically re-configure a chain or to modify the region of interest and the number of processors. We finally demonstrate experimentally that our approach allows significant performance improvements.
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