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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

Location

TUD Andreas-Pfitzmann-Bau (Computer Science) (INF 1096 (Beratungsraum, 1. Etage))Nöthnitzer Straße4601069Dresden
Homepage
https://navigator.tu-dresden.de/etplan/apb/00

Organizer

TUD InformatikNöthnitzer Straße4601069Dresden
Phone
+49 (0) 351 463-38465
Fax
+49 (0) 351 463-38221
Homepage
http://www.inf.tu-dresden.de
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