MATISSE MATLAB编译器

João Bispo, Pedro Pinto, Ricardo Nobre, Tiago Carvalho, João MP Cardoso, P. Diniz
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引用次数: 12

摘要

本文介绍了MATISSE,一个针对嵌入式系统的MATLAB到C编译器,它基于战略和面向方面的编程概念。MATISSE将其作为输入:(1)MATLAB代码和(2)与类型和形状相关的LARA方面,代码插入/删除,以及定义默认变量值的基于专门化的指令。在本文中,我们还说明了MATISSE在利用数据类型和形状来生成适合高级硬件合成工具的定制C代码中的使用。本文给出的初步实验结果表明,所描述的方法可以为最终的硬件和软件参考实现带来性能结果,这些实现在性能方面与手工制作的解决方案相当,但成本只是手工制作解决方案的一小部分。
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The MATISSE MATLAB compiler
This paper describes MATISSE, a MATLAB to C compiler targeting embedded systems that is based on Strategic and Aspect-Oriented Programming concepts. MATISSE takes as input: (1) MATLAB code and (2) LARA aspects related to types and shapes, code insertion/removal, and specialization based directives defining default variable values. In this paper we also illustrate the use of MATISSE in leveraging data types and shapes to generate customized C code suitable for high-level hardware synthesis tools. The preliminary experimental results presented here reveal the described approach to yield performance results for the resulting hardware and software references implementations that are comparable in terms of performance with hand-crafted solutions but derived automatically at a fraction of the cost.
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