优化了无乘法线性变换的代码生成

M. Mehendale, G. Venkatesh, S. Sherlekar
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引用次数: 5

摘要

我们提出了针对单寄存器DSP架构(如TMS320C2x/C5x)的无乘法线性变换的代码生成。我们首先提出了一种从DAG表示生成优化代码的算法。然后,我们介绍了转换DAG的技术,以最小化节点数量和累加器溢出。然后,我们引入了无泄漏dag的概念,并提出了一种合成这种dag的算法。沃尔什-哈达玛变换、哈尔变换和斜面变换的结果显示,使用我们的技术,循环次数减少了25%到40%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimized code generation of multiplication-free linear transforms
We present code generation of multiplication-free linear transforms targeted to single-register DSP architectures such as TMS320C2x/C5x. We first present an algorithm to generate optimized code from a DAG representation. We then present techniques that transform a DAG so as to minimize the number of nodes and the accumulator-spills. We then introduce a concept of spill-free DAGs and present an algorithm for synthesizing such DAGs. The results for Walsh-Hadamard, Haar and Slant transforms show 25% to 40% reduction in the cycle count using our techniques.
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