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Low-energy DSP code generation using a genetic algorithm

机译:使用遗传算法的低能量DSP代码生成

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This paper deals with low-energy code generation for a highly optimized digital signal processor designed for mobile communication applications. We present a genetic algorithm based code generator (GCG), and an instruction-level power model for this processor. Our code generator is capable of reducing the power dissipation of target applications by means of two techniques: First, GCG minimizes the number of memory accesses by using a special list-scheduling algorithm. This technique makes it possible to perform graph based code selection and to take into account the high interdependencies of the subtasks of code generation by phase coupling. In addition, GCG optimizes the scheduling of processor instructions with respect to the instruction-level power model based on a gate level simulation. Experimental results for several benchmarks show the effectiveness of our approach.
机译:本文对设计用于移动通信应用的高度优化的数字信号处理器,本文涉及低能量代码生成。我们介绍了一种基于遗传算法的代码发生器(GCG),以及该处理器的指令级电源模型。我们的代码生成器能够通过两种技术降低目标应用的功耗:首先,GCG通过使用特殊列表调度算法最小化内存访问数量。该技术使得可以执行基于曲线图的码选择,并考虑通过相位耦合的代码生成的子组织的高相互依赖性。此外,GCG基于门级模拟优化了关于指令级功率模型的处理器指令的调度。几个基准的实验结果表明了我们方法的有效性。

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