A Tightly Coupled Accelerator Infrastructure for Exact Arithmetics

  • Fabian Nowak
  • Rainer Buchty
Conference paper

DOI: 10.1007/978-3-642-11950-7_20

Part of the Lecture Notes in Computer Science book series (LNCS, volume 5974)
Cite this paper as:
Nowak F., Buchty R. (2010) A Tightly Coupled Accelerator Infrastructure for Exact Arithmetics. In: Müller-Schloer C., Karl W., Yehia S. (eds) Architecture of Computing Systems - ARCS 2010. ARCS 2010. Lecture Notes in Computer Science, vol 5974. Springer, Berlin, Heidelberg

Abstract

Processor speed and available computing power constantly increases, enabling computation of more and more complex problems such as numerical simulations of physical processes. In this domain, however, the problem of accuracy arises due to rounding of intermediate results. One solution is to avoid intermediate rounding by using exact arithmetic. The use of FPGAs as application-specific accelerators can speed up such operations compared to their software implementation.

In this paper, we present a system approach employing state-of-the art FPGA and interconnection technology for exact arithmetic with double-precision operands, delivering up to 400M exact MACs/s in total and providing a speedup of up to 88 times over competing software implementations in the case of matrix multiplication.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2010

Authors and Affiliations

  • Fabian Nowak
    • 1
  • Rainer Buchty
    • 1
  1. 1.Chair for Computer ArchitectureKarlsruhe Institute of TechnologyKarlsruheGermany

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