改进迭代学习控制程序的性能

Kai-Lun Huang, Peng Chen
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摘要

本文提出了一种五轴迭代学习控制程序的性能研究。提出了几种提高性能的方法。通过消除冗余计算、使用OpenMP并行化程序和循环不变代码运动来提高性能。对于5021个位置的单次学习迭代,使用编译器选项“-O2”,实验结果表明,优化后的程序的执行时间比未优化的版本加快了4.84倍。
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Improving the Performance of an Iterative Learning Control Program
In this paper, we present a performance study of a five-axis iterative learning control program. Several approaches are proposed to enhance the performance. Eliminating redundant computation, parallelizing programs using OpenMP, and loop-invariant code motion are used to enhance the performance. For a single learning iteration with 5021 positions and using compiler option "-O2", the experimental results show that the execution time of the optimized program has a 4.84 times speedup compared to the non-optimized version.
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