Towards Purposeful Design Space Exploration of Heterogeneous CGRAs: Clock Frequency Estimation

被引:0
|
作者
Wolf, Dennis Leander [1 ,2 ]
Spang, Christoph [3 ]
Hochberger, Christian [1 ,2 ]
机构
[1] Tech Univ Darmstadt, Dept Elect Engn, Darmstadt, Germany
[2] Tech Univ Darmstadt, Informat Technol Comp Syst Grp, Darmstadt, Germany
[3] Tech Univ Darmstadt, Dept Comp Sci, Embedded Syst & Applicat Grp, Darmstadt, Germany
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中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Coarse Grained Reconfigurable Arrays become increasingly popular. Besides research on scheduling algorithms and microarchitecture concepts, the use of heterogeneous structures can be a key approach to exploit their full potential. Unfortunately, a purposeful design space exploration of CGRAs is not trivial, since one needs to know the clock frequency of the resulting hardware implementation. This paper discusses challenges and a statistical approach to maximum clock frequency estimation of heterogeneous CGRAs with an irregular interconnect on FPGAs. The presented approach allows estimation with a maximum error of 8.8 - 17.4 % and a mean error of only 1.9 - 4.6 %.
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页数:6
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