Advancing the distributed Multi-GPU ChASE library through algorithm optimization and NCCL library.
Xinzhe WuEdoardo Di NapoliPublished in: CoRR (2023)
Keyphrases
- optimization algorithm
- preprocessing
- experimental evaluation
- high accuracy
- computational complexity
- computational cost
- combinatorial optimization
- optimization model
- cost function
- times faster
- segmentation algorithm
- improved algorithm
- optimal solution
- parallel implementation
- learning algorithm
- matching algorithm
- detection algorithm
- stochastic gradient
- expectation maximization
- optimization problems
- dynamic programming
- np hard
- significant improvement
- search space
- graph cuts
- particle swarm optimization
- data integration
- optimization method
- convergence rate
- association rules
- multi agent
- clustering algorithm
- bi level
- real time