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Improvement of Execution Efficiency on the MX Core

机译:改善MX Core的执行效率

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摘要

SIMD (Single Instruction/Multiple Data) type processors have the advantage of smaller area as compared with a general processor, DSP and many MIMD (Multiple Instruction/Multiple Data) type processors. On the other hand, the performance depends on the parallel degree of data in an application. MX Core which was developed by Renesas technology Corp., is a massively parallel SIMD type accelerator. We propose a method to improve execution efficiency of the MX Core in this paper. Our methodology includes optimization of calculation precision and change data transfer structure to MIMD type. As a result of evaluation, we improved parallel operation degree. We achieved a speedup of 2.92 times at the maximum and double parallel degree improvement in RSA than conventional implementation technique. The proposal structure reduced data transfer processing of IMDCT by 90%, and speed up processing time of IMDCT by 2.65 times compared with traditional implementation of the MX Core.
机译:与通用处理器,DSP和许多MIMD(多指令/多数据)类型的处理器相比,SIMD(单指令/多数据)类型的处理器具有面积更小的优势。另一方面,性能取决于应用程序中数据的并行程度。由瑞萨科技公司开发的MX Core是大规模并行SIMD类型的加速器。本文提出了一种提高MX Core执行效率的方法。我们的方法包括优化计算精度,并将数据传输结构更改为MIMD类型。作为评估的结果,我们改善了并行操作程度。与传统的实现技术相比,我们在RSA上获得了最大的2.92倍加速,并且并行度提高了两倍。与传统的MX Core实现相比,该提案结构将IMCCT的数据传输处理减少了90%,并将IMCCT的处理时间缩短了2.65倍。

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