Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency.
Sunwoo LeeQiao KangReda Al-BahraniAnkit AgrawalAlok N. ChoudharyWei-keng LiaoPublished in: J. Parallel Distributed Comput. (2022)
Keyphrases
- training data
- training process
- training algorithm
- data sets
- learning algorithm
- parallel processing
- pc cluster
- training examples
- parallel search
- test set
- training samples
- cellular neural networks
- training set
- parallel implementation
- fault tolerance
- control parameters
- shared memory
- input parameters
- parallel database systems
- parameter values
- parameter space
- object detection
- parallel programming
- feature space
- real time
- database