Title :
Pipelining designs with loop-carried dependencies
Author :
Styles, Henry ; Thomas, David Barrie ; Luk, Wayne
Author_Institution :
Dept. of Comput., Imperial Coll., London, UK
Abstract :
This work explores the reconfigurable dataflow approach in producing efficient hardware pipelines for programs with loop-carry dependencies in nested loops. Reconfigurable dataflow combines static and dynamic scheduling, and employs tagged tokens to enable reassembling of results which can retire out of order. The effectiveness of this approach is illustrated using a fractal set generator and a Newton-Raphson root polisher: implementations targeting Xilinx Virtex and Virtex-II FPGAs can run up to 55 times faster than hardware pipelines developed using other methods, at the expense of a 50% increase in area.
Keywords :
data flow analysis; field programmable gate arrays; hardware-software codesign; integrated circuit design; pipeline processing; processor scheduling; program control structures; reconfigurable architectures; Newton-Raphson root polisher; Virtex-II FPGA; Xilinx Virtex FPGA; dynamic scheduling; fractal set generator; hardware pipelines; loop-carried dependencies; nested loops; pipelining designs; reconfigurable dataflow; static scheduling; tagged tokens; Concurrent computing; Distributed control; Dynamic scheduling; Educational institutions; Field programmable gate arrays; Fractals; Hardware; Optimizing compilers; Pipeline processing; Runtime;
Conference_Titel :
Field-Programmable Technology, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8651-5
DOI :
10.1109/FPT.2004.1393276