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Application-Specific Energy Optimization of General-Purpose Datapath Interconnect

机译:通用数据路径互连的专用能量优化

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A general-purpose data path is designed for efficient execution of diverse applications. An embedded processor, typically working with a limited application domain, does not necessarily utilize the fixed, general-purpose data path interconnect efficiently. If we consider the interconnect to be a flexible resource, the data path can be fine tuned to an application domain. The addition of an interconnect link between two data path units has the potential to reduce execution time, while the removal of an unused link can save area and power dissipation. Finding the most energy-efficient data path interconnect configuration for a software application domain is a time-consuming process, since it involves rescheduling of the targeted application(s) on different data path implementations. We present an automated optimization engine that is based on a genetic algorithm. This engine aids the designer in finding the most energy-efficient interconnect configuration of a simple processor data path. We show that an optimized data path interconnect can offer an energy saving of 38% with respect to a general-purpose data path reference, if the interconnect links are matched to the need of one application.
机译:通用数据路径旨在有效执行各种应用程序。通常与有限的应用程序域一起工作的嵌入式处理器不一定有效地利用固定的通用数据路径互连。如果我们认为互连是一种灵活的资源,则可以将数据路径微调到应用程序域。在两个数据路径单元之间添加互连链接有可能减少执行时间,而删除未使用的链接可以节省面积和功耗。为软件应用程序域找到最节能的数据路径互连配置是一个耗时的过程,因为它涉及在不同的数据路径实现中重新计划目标应用程序。我们提出了一种基于遗传算法的自动优化引擎。该引擎有助于设计人员找到简单处理器数据路径中最节能的互连配置。我们证明,如果互连链路符合一个应用程序的需求,那么与通用数据路径参考相比,优化的数据路径互连可以节省38%的能源。

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