PGR: a software package for reconfigurable super-computing
T. Hamada, Nobukazu Nakasato · 2005
In this paper, we describe a methodology for implementing FPGA-based accelerator (FBA) from a high-level specification language. We have constructed a software package specially tuned for accelerating particle-based scientific computations with an FBA. Our software generates (a) a suitable configuration for the FPGA, (b) the C source code for interfacing with the FBA, and (c) a software emulator. The FPGA configuration is build by combining components from a library of parametrized arithmetic modules; these modules implement fixed-point, floating-point and logarithmic number system with flexible bitwidth and pipeline stages. To make certain our methodology is effective, we have applied our methodology to acceleration of astrophysical N-body application with two types of platforms. One is our PROGRAPE-3 with four XC2VP70-5 FPGAs and another is a minimum composition of CRAY-XD1 with one XC2VP50-7 FPGA. As the result, we have achieved peak performance of 324 Gflops with PROGRAPE-3 and 45 Gflops with the minimum CRAY-XD1, sustained performance of 236 Gflops with PROGRAPE-3 and 34 Gflops with the CRAY-XD1.