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Implementation and Evaluation of Specific Data-Intensive Scientific Applications on the FT64 Stream Processor

机译:FT64流处理器特定数据密集型科学应用的实施与评估

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摘要

The stream architecture is one of the emerging architectures that address the memory-wall problem of modern processors. While it is successful in the domain of multimedia, its efficiency to scientific applications is increasingly concerned. This paper implements the stream programs for some data- intensive scientific programs and evaluates the performance on the FT64 stream processor, which is the first implementation of a 64-bit stream processor for scientific computing. The stream programs are optimized against the memory hierarchy of FT64 to minimize the expensive off-chip memory transfers. The preliminary results show that FT64 is efficient for these applications.
机译:流架构是解决现代处理器的内存墙问题的新兴架构之一。虽然它在多媒体领域成功,但其对科学应用的效率越来越关注。本文实现了一些数据密集型科学计划的流程序,并评估了FT64流处理器的性能,这是一个用于科学计算的64位流处理器的第一次实现。流程序针对FT64的存储器层次进行优化,以最小化昂贵的片外存储器传输。初步结果表明,FT64对这些应用有效。

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