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Fine grain mapping strategy for multiprocessor systems

机译:多处理器系统的细粒度映射策略

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摘要

A fine grain mapping strategy for multiprocessor systems especially suitable for RISC and VLIW type MIMD computers is described. The objective of the strategy is to minimise the total execution time of the application algorithms that are to be executed on the target systems. An application algorithm which has been coded as a straight line program is compiled to generate intermediate codes. This code is then represented by a data dependence graph. A node in the graph corresponds to the operation of one intermediate code statement, and arcs between nodes represent the data dependence between operations. The mapping strategy, called SR-mapper, is a generalised list scheduler. When SR-mapper does the mapping procedure, the data dependence between nodes, the pipeline effect of each processing element within the system, and the communication cost between processing elements are considered. SR-mapper uses slot reservation technique to insert send nodes for the immediate successor nodes when a node has been scheduled to maintain the data dependence between nodes and to achieve the synchronisation between processing elements. SR-mapper has been implemented and several scientific application algorithms, such as matrix multiplication, L-U decomposition, weighted median filter, convolution kernel etc. have been used as the testing inputs.
机译:描述了一种特别适用于RISC和VLIW型MIMD计算机的多处理器系统的细粒度映射策略。该策略的目标是最大程度地减少要在目标系统上执行的应用算法的总执行时间。编译已经被编码为直线程序的应用算法以生成中间代码。然后,此代码由数据依赖图表示。图中的一个节点对应一个中间代码语句的操作,节点之间的弧线表示操作之间的数据相关性。映射策略称为SR-mapper,是一种广义的列表调度程序。当SR-mapper执行映射过程时,将考虑节点之间的数据依赖性,系统内每个处理元素的流水线效果以及处理元素之间的通信成本。 SR-mapper使用时隙保留技术在已调度某个节点时为直接后继节点插入发送节点,以保持节点之间的数据依赖性并实现处理元素之间的同步。 SR映射器已经实现,并且矩阵乘法,L-U分解,加权中值滤波器,卷积核等多种科学应用算法已用作测试输入。

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