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Configuration Context Reduction for Coarse-Grained Reconfigurable Architecture

机译:粗粒度可重构体系结构的配置上下文缩减

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Coarse-grained reconfigurable architecture (CGRA) combines the performance of application-specific integrated circuits (ASICs) and the flexibility of general-purpose processors (GPPs), which is a promising solution for embedded systems, With the increasing complexity of reconfigurable resources (processing elements, routing cells, I/O blocks, etc.), the reconfiguration cost is becoming the performance bottleneck. The major reconfiguration cost comes from the frequent memory-read/write operations for transferring the configuration context from main memory to context buffer. To improve the overall performance, it is critical to reduce the amount of configuration context. In this paper, we propose a configuration context reduction method for CGRA. The proposed method exploits the structure correlation of computation tasks that are mapped onto CGRA and reduce the redundancies in configuration context. Experimental results show that the proposed method can averagely reduce the configuration context size up to 71% and speed up the execution up to 68%. The proposed method does not depend on any architectural feature and can be applied to CGRA with an arbitrary architecture.
机译:粗粒度可重构体系结构(CGRA)结合了专用集成电路(ASIC)的性能和通用处理器(GPPs)的灵活性,这对于嵌入式系统来说是一个有希望的解决方案,随着可重构资源(处理)的复杂性不断提高元素,路由单元,I / O块等),重新配置成本正成为性能瓶颈。重新配置的主要成本来自频繁的内存读取/写入操作,这些操作用于将配置上下文从主内存传输到上下文缓冲区。为了提高整体性能,减少配置上下文的数量至关重要。在本文中,我们提出了一种用于CGRA的配置上下文约简方法。所提出的方法利用了映射到CGRA上的计算任务的结构相关性,并减少了配置上下文中的冗余。实验结果表明,该方法平均可将配置上下文的大小减少71%,将执行速度提高68%。所提出的方法不依赖于任何架构特征,并且可以应用于具有任意架构的CGRA。

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