Code Optimization Techniques for Embedded DSP Microprocessors

S. Liao, S. Devadas, K. Keutzer, S. Tjiang, Albert R. Wang
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引用次数: 85

Abstract

We address the problem of code optimization for embedded DSP microprocessors. Such processors (e.g., those in the TMS320 series) have highly irregular datapaths, and conventional code generation methods typically result in inefficient code. In this paper we formulate and solve some optimization problems that arise in code generation for processors with irregular datapaths. In addition to instruction scheduling and register allocation, we also formulate the accumulator spilling and mode selection problems that arise in DSP microprocessors. We present optimal and heuristic algorithms that determine an instruction schedule simultaneously optimizing accumulator spilling and mode selection. Experimental results are presented.
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嵌入式DSP微处理器的代码优化技术
我们解决了嵌入式DSP微处理器的代码优化问题。这样的处理器(例如TMS320系列中的处理器)具有高度不规则的数据路径,而传统的代码生成方法通常会导致低效的代码。本文提出并解决了不规则数据路径处理器在代码生成中出现的一些优化问题。除指令调度和寄存器分配外,还讨论了DSP微处理器中出现的累加器溢出和模式选择问题。我们提出了最优和启发式算法来确定指令调度,同时优化累加器溢出和模式选择。给出了实验结果。
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