SaPus: Self-Adaptive Parameter Update Strategy for DNN Training on Multi-GPU Clusters.
Zhaorui ZhangCho-Li WangPublished in: IEEE Trans. Parallel Distributed Syst. (2022)
Keyphrases
- training process
- clustering algorithm
- training phase
- control parameters
- neural network
- input parameters
- training set
- hierarchical clustering
- test set
- real time
- document clustering
- data objects
- data clustering
- cluster analysis
- training examples
- data points
- artificial neural networks
- parameter space
- training samples
- fuzzy c means
- parameter values
- supervised learning
- selection strategy
- feature selection
- overlapping clusters