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Improved heuristics for finite word-length polynomial datapath optimization

Published:02 November 2009Publication History

ABSTRACT

Conventional high-level synthesis techniques are not able to manipulate polynomial expressions efficiently due to the lack of suitable optimization techniques for redundancy elimination over Z2n.

This paper, in comparison with [1], presents 1) an improved partitioning heuristic based on single-variable monomials instead of checking all sub-polynomials, 2) an improved compensation heuristic which is able to compensate monomials as well as coefficients, and 3) a combined area-delay-optimized factorization approach to extract the most frequently used sub-expressions from multi-output polynomials over Z2n. Experimental results have shown an average saving of 32% and 27.2% in the number of logic gates and critical path delay respectively compared to the state-of-the-art techniques. Regarding the comparison with [1], the number of gates and delay are improved by 14.3% and 13.9% respectively. Furthermore, the results show that the combined area-delay optimization can reduce the average delay by 26.4%.

References

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      cover image ACM Conferences
      ICCAD '09: Proceedings of the 2009 International Conference on Computer-Aided Design
      November 2009
      803 pages
      ISBN:9781605588001
      DOI:10.1145/1687399

      Copyright © 2009 ACM

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      Publication History

      • Published: 2 November 2009

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