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Using Floating-Point Arithmetic on FPGAs to Accelerate Scientific N-Body Simulations
Napa, California September 22-September 24
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/FPGA.2002.110667310th Annual IEEE Symposium on Field-P ...
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Gerhard Lienhart, University of Mannheim
Andreas Kugel, University of Mannheim
Reinhard Männer, University of Mannheim
This paper investigates the usage of floating-point arithmetic on FPGAs for N-Body simulation in natural science. The common aspect of these applications is the simple computing structure where forces between a particle and its surrounding particles are summed up. The role of reduced precision arithmetic is discussed, and our implementation of a floating-point arithmetic library with parameterized operators is presented. On the base of this library, implementation strategies of complex arithmetic units are discussed. Finally the realization of a fully pipelined pressure force calculation unit consisting of 60 floating-point operators with a resulting performance of 3.9 Gflops on an off the shelf FPGA is presented.
Citation:
Gerhard Lienhart, Andreas Kugel, Reinhard Männer, "Using Floating-Point Arithmetic on FPGAs to Accelerate Scientific N-Body Simulations," fccm, pp.182, 10th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM'02), 2002
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