Communication Quantization for Data-Parallel Training of Deep Neural Networks.
Nikoli DrydenTim MoonSam Ade JacobsBrian Van EssenPublished in: MLHPC@SC (2016)
Keyphrases
- neural network
- data sets
- data analysis
- synthetic data
- data points
- data distribution
- data collection
- input data
- sensor data
- missing data
- database
- knowledge discovery
- data structure
- feed forward neural networks
- training algorithm
- training process
- parallel processing
- network structure
- databases
- learning algorithm
- high quality
- end users
- training samples
- statistical analysis
- feature space
- data processing
- image quality
- artificial neural networks
- supervised learning
- data sources