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Pipeline template and scheduling algorithm for mapping multiple loop nests on FPGA with limited resources

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Published:02 May 2013Publication History

ABSTRACT

There are large numbers of high-level algorithms consisting of multiple loop nests in image compression, pattern recognition and digital signal processing. FPGA provides a convenient and flexible solution to speed up these loop-intensive algorithms. However, FPGA reconfiguration which needs a long time is inevitable when switching between the loop nests. This paper presents a parameterized pipeline template to execute all the loop nests in sequence without FPGA reconfiguration. Five steps are designed to decide the parameters. Experiments show that the pipeline template can achieve a comparative execution cycles for a loop comparing with the special hardware structure.

References

  1. Shail Aditya, Michael S. Schlansker, "ShiftQ: A buffered interconnect for custom loop accelerators." CASES 2001, pp. 158--167. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Vinod Kathail, Shail Aditya, Robert Schreiber, B. Ramakrishna Rau, Darren C. Cronquist, Mukund Sivara-man, "PICO: Automatically Designing Custom Computers." IEEE Computer 35(9), pp. 39--47, 2002. Google ScholarGoogle ScholarDigital LibraryDigital Library

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  1. Pipeline template and scheduling algorithm for mapping multiple loop nests on FPGA with limited resources

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    • Published in

      cover image ACM Conferences
      GLSVLSI '13: Proceedings of the 23rd ACM international conference on Great lakes symposium on VLSI
      May 2013
      368 pages
      ISBN:9781450320320
      DOI:10.1145/2483028

      Copyright © 2013 Authors

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 2 May 2013

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      GLSVLSI '13 Paper Acceptance Rate76of238submissions,32%Overall Acceptance Rate312of1,156submissions,27%

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