Reshape: A Run-Time Dataflow Hardware-Based Mapping For Cgra Overlays

2021 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)(2021)

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摘要
Coarse-grained reconfigurable architectures (CGRA) are a power-efficient approach for hardware accelerators. However, there are few EDA tools for CGRA. We develop hardware-based placement and routing (P&R) for fully-pipelined CGRA mapped as an FPGA overlay. The key idea is to use the available FPGA resources to replicate several mapping units, thus exploring parallel execution, area/execution time trade-offs, and achieving near-optimal mapping solutions. Furthermore, our P&R provides portability and an incremental run-time approach. In comparison to VPR and CGRA-ME tools and a time-multiplexer approach, our spatial mapping reduces the P&R execution time, and it improves the performance up to hundreds of Gops/s by using fully-pipelined architectures.
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关键词
fully-pipelined architectures,VPR tools,area-execution time trade-offs,hardware-based routing,RESHAPE,P&R execution time,spatial mapping,time-multiplexer approach,CGRA-ME tools,incremental run-time approach,near-optimal mapping solutions,parallel execution,mapping units,available FPGA resources,FPGA overlay,fully-pipelined CGRA,hardware-based placement,EDA tools,hardware accelerators,power-efficient approach,coarse-grained reconfigurable architectures,CGRA overlays,run-time dataflow hardware-based mapping
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