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Regularity Considerations in Instance-Based Locality Optimization

机译:基于实例的局部性优化中的规则性考虑

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Instance-based locality optimization[6] is a semi-automatic program estructuring method that reduces the number of cache misses. The method imitates the human approach of condisering several small program instances, optimizing the instnaces, and generalizingthe structure of the solutions to the program under consideration. A program instance appears as a sequence of statement instances that are reordered for better locality. In [6], a local search algorithm was introduced that reorders the statement instances automatically. This paper supplements [6] by introducing a second objective into the optimization alogrithm ofr program instances: regularity. A sequence of statement instances is called regular if it can be written compacly using loops. We uantify the intuitive notion of regularity in an objective function, and inorporate this function into the local search algorithm. The functionality of th compound algorithm is demonstrated with examples, that also show trade-offs between locality and regularity.
机译:基于实例的局部性优化[6]是一种半自动程序构造方法,可减少高速缓存未命中的次数。该方法模仿了人工方法,即考虑几个小程序实例,优化实例,并概括所考虑程序的解决方案结构。程序实例显示为一系列语句实例,这些语句实例经过重新排序以获得更好的局部性。在[6]中,引入了本地搜索算法,该算法自动对语句实例进行重新排序。本文通过将第二个目标引入程序实例的优化算法中来补充[6]:规则性。如果可以使用循环完全编写语句实例序列,则将其称为常规序列。我们将目标函数中的规律性的直观概念加以具体化,并将该函数引入局部搜索算法中。通过示例演示了复合算法的功能,这些示例还显示了局部性和规则性之间的权衡。

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