Abstract
Design considerations for molecular dynamics algorithms capable of taking advantage of the computational power of a graphics processing unit (GPU) are described. Accommodating the constraints of scalable streaming-multiprocessor hardware necessitates a reformulation of the underlying algorithm. Performance measurements demonstrate the considerable benefit and cost-effectiveness of such an approach, which produces a factor of 2.5 speed improvement over previous work for the case of the soft-sphere potential.
Original language | English |
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Pages (from-to) | 926-934 |
Number of pages | 9 |
Journal | Computer Physics Communications |
Volume | 182 |
Issue number | 4 |
DOIs | |
State | Published - Apr 2011 |
Keywords
- CUDA
- Computer architecture
- GPU
- Graphics processor
- Molecular dynamics simulation
- Optimized algorithm
- Performance evaluation