Blocking and sparsity for optimization of convolution calculation algorithm on GPUs.
Weizhi XuShengyu FanTiantian WangYufeng ZhouPublished in: CoRR (2019)
Keyphrases
- optimization algorithm
- learning algorithm
- optimal solution
- computational complexity
- preprocessing
- dynamic programming
- times faster
- matching algorithm
- detection algorithm
- optimization model
- optimization process
- computational cost
- clustering method
- segmentation algorithm
- expectation maximization
- particle swarm optimization
- combinatorial optimization
- search space
- objective function
- similarity measure
- global optimization
- matrix multiplication
- constrained optimization
- stochastic gradient
- simulated annealing
- general purpose
- motion estimation
- np hard
- cost function
- k means
- high dimensional