Automatic Configuration for Optimal Communication Scheduling in DNN Training.
Yiqing MaHao WangYiming ZhangKai ChenPublished in: CoRR (2021)
Keyphrases
- training process
- early stopping
- scheduling problem
- optimal solution
- optimal configuration
- flow control
- semi automatic
- training set
- dynamic programming
- training examples
- capacity allocation
- data sets
- optimal scheduling
- optimal strategy
- resource constraints
- training algorithm
- communication networks
- fully automatic
- training samples
- supervised learning
- semi supervised
- social networks
- learning algorithm
- neural network