Accuracy-Constrained Efficiency Optimization and GPU Profiling of CNN Inference for Detecting Drainage Crossing Locations.
Yicheng ZhangDhroov PandeyDi WuTurja KunduRuopu LiTong ShuPublished in: SC Workshops (2023)
Keyphrases
- high accuracy
- computational efficiency
- concave convex procedure
- constrained optimization
- computational complexity
- error rate
- global optimization
- cellular neural networks
- highly accurate
- success rate
- real time
- optimization algorithm
- automatic detection
- parallel implementation
- prediction accuracy
- optimization problems
- computational cost
- optimization methods
- probabilistic inference
- support vector
- bayesian inference
- bayesian networks
- high efficiency
- parallel computation
- decision trees
- saddle point
- genetic algorithm