BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training.
Songtao WangDan LiYang ChengJinkun GengYanshu WangShuai WangShu-Tao XiaJianping WuPublished in: NeurIPS (2018)
Keyphrases
- improved algorithm
- low cost
- experimental evaluation
- optimization algorithm
- optimal solution
- computational complexity
- preprocessing
- search space
- high efficiency
- computational cost
- significant improvement
- dynamic programming
- convergence rate
- segmentation algorithm
- learning algorithm
- k means
- objective function
- training phase
- worst case
- high accuracy
- feature space
- highly efficient
- reinforcement learning
- detection algorithm
- classification algorithm
- training algorithm
- probabilistic model
- recognition algorithm
- matching algorithm
- particle swarm optimization
- artificial neural networks
- training set
- training data