PROFET: PROFiling-based CNN Training Latency ProphET for GPU Cloud Instances.
Sungjae LeeYoonseo HurSubin ParkKyungyong LeePublished in: Big Data (2022)
Keyphrases
- heterogeneous computing
- cellular neural networks
- real time
- training examples
- graphics hardware
- cloud computing
- supervised learning
- test set
- prefetching
- randomly generated
- training process
- parallel implementation
- data sets
- training set
- gpu accelerated
- labeled instances
- neural network
- training phase
- parallel computing
- learning algorithm
- training samples
- text classification
- general purpose
- hidden markov models
- active learning
- artificial neural networks