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GTC ON-DEMAND

Computer Vision
Presentation
Media
Architecture Aware Design for a Parallel Object Recognition System
Speakers:
Bor-Yiing Su
- University of California, Berkeley
Abstract:
We have developed a parallel object recognition system using CUDA, achieving 70x-80x speedup against the original serial implementation. In order to optimize our implementation, we evaluated the performance of different parallelization strategies on some key computations in the object recognition system. Finally we concluded that the parallel implementation performance is sensitive to input data properties. Therefore, we should dynamically adjust the parallelization strategy at runtime to optimize key computations.
 
Topics:
Computer Vision
Type:
Poster
Event:
GTC Silicon Valley
Year:
2010
Session ID:
P10F01
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