Acceleration of Multiresolution Imaging Algorithms: A Comparative Study

Richard Membarth, Philipp Kutzer, H. Dutta, Frank Hannig, J. Teich
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引用次数: 3

Abstract

In this paper we consider a multiresolution filter and its realization on the Cell BE and GPUs. We not only present common and specific optimization strategies undertaken for obtaining maximum performance on these architectures, but also how to obtain a speedup of 6.57x and 33.24x compared to an optimized OpenMP baseline implementation. Furthermore, we also undertake automated configuration space exploration of different partitioning possibilities for selection of best tiling parameters.
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多分辨率成像加速算法的比较研究
本文研究了一种多分辨率滤波器及其在Cell BE和gpu上的实现。我们不仅介绍了在这些架构上获得最大性能的常用和特定的优化策略,而且还介绍了与优化的OpenMP基线实现相比,如何获得6.57倍和33.24倍的加速。此外,我们还进行了不同分区可能性的自动配置空间探索,以选择最佳平铺参数。
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