Beyond Data and Model Parallelism for Deep Neural Networks.
Zhihao JiaMatei ZahariaAlex AikenPublished in: MLSys (2019)
Keyphrases
- experimental data
- neural network
- data structure
- prior knowledge
- probabilistic model
- input data
- probability distribution
- computational model
- data sets
- synthetic data
- measured data
- empirical data
- statistical model
- data collection
- statistical analysis
- simulation data
- multi layer
- expert knowledge
- original data
- data analysis
- management system
- high dimensional data
- raw data
- data points
- neural network model
- training data
- high level
- parameter estimation
- pattern recognition
- network structure
- statistical methods
- data quality
- learning models
- predictive model