使用可重构缓冲结构的紧密耦合处理器阵列的系统集成

Frank Hannig, Moritz Schmid, Vahid Lari, Srinivas Boppu, J. Teich
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引用次数: 15

摘要

由于数据局部性是处理器阵列上循环程序加速的关键因素,我们提出了一种可以在运行时配置的缓冲体系结构,以选择不同的内存访问方案。除了传统的基于地址的内存库之外,缓冲区架构还可以以流方式将数据传递给数组的处理元素,从而支持密集和稀疏的模板操作。此外,为了最大限度地减少数据传输到缓冲区,该设计包含一个互连模式,这是特别针对二维核计算。缓冲区可以单独使用,通过利用最大数量的I/O通道到阵列来实现高数据吞吐量,或者连接起来,以减少I/O通道的数量来提供更高的存储容量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
System integration of tightly-coupled processor arrays using reconfigurable buffer structures
As data locality is a key factor for the acceleration of loop programs on processor arrays, we propose a buffer architecture that can be configured at run-time to select between different schemes for memory access. In addition to traditional address-based memory banks, the buffer architecture can deliver data in a streaming manner to the processing elements of the array, which supports dense and sparse stencil operations. Moreover, to minimize data transfers to the buffers, the design contains an interlinked mode, which is especially targeted at 2-D kernel computations. The buffers can be used individually to achieve high data throughput by utilizing a maximum number of I/O channels to the array, or concatenated to provide higher storage capacity at a reduced amount of I/O channels.
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