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GPU GPU GPU GPU memory controller for GPU prefetching through static analysis and method of control

机译:GPU GPU GPU GPU内存控制器,用于通过静态分析进行GPU预取和控制方法

摘要

The present invention relates to a GPU memory control apparatus and a control method for performing GPU prefetch through the GPU kernel static analysis, GPU memory control apparatus according to an embodiment of the present invention, An index definition module that collects threads existing in the GPU kernel, and defines an index of a global memory variable by using the thread ID count and the loop variable count for each data dimension of the unique thread ID of the collected threads; A thread-high-density memory access pattern determination module that calculates a distance between threads according to a coefficient of the thread ID for each data dimension, and determines whether a thread-high density memory access pattern is based on the distance between the threads; And a prefetch target determination module for determining whether prefetch target data exists among data having a thread-high density memory access pattern by using the coefficient of the loop variable.
机译:本发明涉及一种通过GPU内核静态分析执行GPU预取的GPU存储器控制装置和控制方法,根据本发明实施例的GPU存储器控制装置,收集存在于GPU内核中的线程的索引定义模块,并且针对所收集线程的唯一线程ID的每个数据维度,通过使用线程ID计数和循环变量计数来定义全局存储器变量的索引;线程高密度存储器访问模式确定模块,根据每个数据维度的线程ID的系数计算线程之间的距离,并基于线程之间的距离确定线程高密度存储器访问模式;并且预取目标确定模块,用于通过使用循环变量的系数来确定在具有线程高密度存储器访问模式的数据中是否存在预取目标数据。

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