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Exploration of Heterogeneous FPGA Architectures

机译:异构FPGA架构探索

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Mesh-based heterogeneous FPGAs are commonlyused in industry and academia due to their area, speed, and power benefits over their homogeneous counterparts. These FPGAs contain a mixture of logic blocks and hard blocks where hard blocksare arranged in fixed columns as they offer an easy and compact layout. However, the placement of hard-blocks infixed columns can potentially lead to underutilization of logic and routing resources and this problem is further aggravated with increase in the types of hard-blocks. This work explores and compares different floor-planning techniques of mesh-based FPGA to determine their effect on the area, performance, and power of the architecture. A tree-based architecture is also presented; unlike mesh-based architecture, the floor-planning of heterogeneous tree-based architecture does not affect its routing requirements due to its hierarchical structure. Bothmesh and tree-based architectures are evaluated for three sets of benchmark circuits. Experimental results show that a more flexible floor-planning in mesh-based FPGA gives better results as compared to the column-based floor-planning. Also it is shown that compared to different floor-plannings of mesh-based FPGA, tree-based architecture gives better area, performance, and power results.
机译:基于网格的异构FPGA由于在面积,速度和功耗方面均优于同类异构FPGA,因此在工业和学术界都很普遍。这些FPGA包含逻辑块和硬块的混合,其中硬块按固定列排列,因为它们提供了简单而紧凑的布局。但是,硬块固定列的放置可能会导致逻辑和路由资源的利用不足,并且随着硬块类型的增加,此问题会进一步恶化。这项工作探索并比较了基于网格的FPGA的不同布局设计技术,以确定它们对体系结构的面积,性能和功耗的影响。还提出了基于树的体系结构。与基于网格的体系结构不同,由于基于异构树的体系结构具有分层结构,因此其平面规划不会影响其路由需求。基于网格和基于树的体系结构均针对三组基准电路进行了评估。实验结果表明,与基于列的布局相比,基于网格的FPGA更加灵活的布局可以提供更好的结果。还表明,与基于网格的FPGA的不同布局相比,基于树的体系结构可提供更好的面积,性能和功耗结果。

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