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Applying Data Mapping Techniques to Vector DSPs

机译:将数据映射技术应用于矢量DSP

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Vector DSPs offer a good performance to power consumption ratio. Therefore, they are suitable for mobile devices in software defined radio applications. These vector DSPs require input algorithms with vector operations. The performance of Vectorized algorithms to a great extent depends on the distribution of data on vector elements. Traditional algorithms for vectorization focus on the extraction of parallelism from a program; we propose an analysis tool that focuses on the selection of an effcient dynamic data mapping for vector DSPs. We transferred Garcia''s communication parallelism graph [1] for distributed memory multiprocessor systems to vector DSPs. By alternating the representation of two-dimensional data distributions and the cost models, we are able to determine a dynamic mapping of data on vector elements on the EVP [2]. Additionally, we propose a new effcient algorithm for processing the graph representation. We demonstrate our tool by describing the vectorization of two MIMO OFDM algorithms.
机译:矢量DSP为电力消耗比提供了良好的性能。因此,它们适用于软件定义的无线电应用中的移动设备。这些矢量DSP需要带有矢量操作的输入算法。矢量化算法在很大程度上的性能取决于矢量元素上的数据分布。矢量化的传统算法,重点是从程序中的并行性的提取;我们提出了一个分析工具,专注于选择矢量DSP的效率动态数据映射。我们将Garcia的通信并行图[1]传输到分布式内存多处理器系统以向量DSP。通过交替二维数据分布的表示和成本模型,我们能够确定EVP上的矢量元素上的数据动态映射[2]。此外,我们提出了一种新的效力算法来处理图形表示。我们通过描述两个MIMO算法的矢量化来展示我们的工具。

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