Title :
Performing scheduling and storage optimization simultaneously using genetic algorithms
Author :
Torbey, Elie ; Knight, John
Abstract :
This paper presents a method for performing scheduling and allocation of functional units simultaneously with storage optimization in high-level synthesis using genetic algorithms. The method involves augmenting a standard CDFG with storage operations and scheduling these operations on available storage units. The resulting synthesis tool is flexible and can support any type of storage unit from registers, to multi-port register files and memories. Results on typical circuits and benchmarks prove the flexibility and performance of this technique
Keywords :
data flow graphs; genetic algorithms; high level synthesis; scheduling; CDFG; available storage units; benchmarks; functional units; genetic algorithms; high-level synthesis; multi-port register files; scheduling optimization; storage operations; storage optimization; synthesis tool; Biological cells; Circuit simulation; Circuit synthesis; Cost function; Genetic algorithms; High level synthesis; Integrated circuit interconnections; Optimization methods; Registers; Simulated annealing;
Conference_Titel :
Circuits and Systems, 1998. Proceedings. 1998 Midwest Symposium on
Conference_Location :
Notre Dame, IN
Print_ISBN :
0-8186-8914-5
DOI :
10.1109/MWSCAS.1998.759488