Parallelisierung von Simulated Annealing unter Verwendung von General Purpose Graphics Processing Units
- Date
- Apr 27, 2012
- Time
- 2:00 PM - 3:00 PM
- Speaker
- Felix Schmitt
- Affiliation
- Institut für Technische Informatik, Professur Mikrorechner
- Language
- en
- Main Topic
- Informatik
- Other Topics
- Informatik
- Description
- This work explores the parallelization of simulated annealing using General Purpose Graphics Processing Units. Simulated annealing is a standard algorithm for the optimization of problems with exponential runtime such as place and route which are important steps of the hardware synthesis for Field Programmable Gate Arrays. A prototype extension for VPR, GPUplace, has been developed which uses NVIDIA's CUDA programming approach for parallelization of the Half-Box Window Decomposition placement algorithm. Its implementation as well as optimization strategies are presented. Experimental results are compared with VPR's reference implementation regarding performance, result quality and annealing characteristics. Diese Veranstaltung wird unterstützt von Professur Mikrorechner.
Last modified: Apr 27, 2012, 9:37:25 AM
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