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A polynomial-time custom instruction identification algorithm based on dynamic programming

机译:一种基于动态规划的多项式定制指令识别算法

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This paper introduces an innovative algorithm for automatic instruction-set extension, which gives a pseudo-optimal solution within polynomial time to the size of a graph. The algorithm uses top-down dynamic programming strategy with the branch-and-bound algorithm in order to exploit overlapping of subproblems. Correctness of the algorithm is formally proved, and time complexity is analyzed from it. Also, it is verified that the algorithm gives an optimal solution for some type of merit functions, and has very small possibility of obtaining non-optimal solution in general. Furthermore, several experimental results are presented as evidence of the fact that the proposed algorithm has notable performance improvement.
机译:本文介绍了一种用于自动指令集扩展的创新算法,它在多项式时间内为图形的大小提供了伪最优解。该算法使用具有分支和绑定算法的自上而下动态编程策略,以便利用子问题的重叠。算法的正确性被正式证明,并从中分析了时间复杂性。此外,验证了该算法为某种类型的优点函数提供了最佳解决方案,并且通常可以获得通常获得非最佳解决方案的可能性。此外,若干实验结果呈现为所提出的算法具有显着性能改进的事实的证据。

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