We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
Swarm-inspired exploration of architecture and unrolling factors for nested-loop-based application in architectural synthesis.
- Authors
Mishra, V. K.; Sengupta, A.
- Abstract
A novel framework for automated design space exploration (DSE) of architecture and unrolling factor (UF) for perfectly nested loops in architectural synthesis (AS) is presented. The sub-contributions are that it: (a) proposes a novel model for determining execution time based on architecture and UFs for nested loop without tiresomely unrolling completely; (b) proposes a novel methodology for exploration of architecture and loop UFs for a perfectly nested loop, based on swarm intelligence (SI); and (c) maintains a trade-off between power and performance during exploration and also resolves orthogonal issues such as exploration speed and quality of result (QoR). Results of the proposed approach indicate an average improvement in QoR of >33% and reduction in runtime of >34% compared with recent approaches.
- Subjects
ARCHITECTURE; TENSOR algebra; SWARM intelligence; ARCHITECTURAL design; SPEED
- Publication
Electronics Letters (Wiley-Blackwell), 2015, Vol 51, Issue 2, p1
- ISSN
0013-5194
- Publication type
Article
- DOI
10.1049/el.2014.3507