通过程序变换使索引数组平坦化

R. Das, P. Havlak, J. Saltz, K. Kennedy
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引用次数: 37

摘要

本文介绍了将具有复杂间接数组访问的循环编译成数组引用最多只有一层间接的循环的技术。这种转换允许预先获取数组索引,以便在分布式内存机器上更有效地构建通信结构。它还可以通过支持在内存层次结构的各个级别之间预取数据或利用硬件支持向量化收集/分散来提高其他体系结构上的性能。我们的技术在Fortran D的编译器中实现,并给出了多处理器和向量机的执行速度改进。
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Index Array Flattening Through Program Transformation
This paper presents techniques for compiling loops with complex, indirect array accesses into loops whose array references have at most one level of indirection. The transformation allows prefetching of array indices for more efficient structuring of communication on distributed-memory machines. It can also improve performance on other architectures by enabling prefetching of data between levels of the memory hierarchy or exploitation of hardware support for vectorized gather/scatter. Our techniques are implemented in a compiler for Fortran D and execution speed improvements are given for multiprocessor and vector machines.
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