Importance of Data Loading Pipeline in Training Deep Neural Networks.
Mahdi ZolnouriXinlin LiVahid Partovi NiaPublished in: CoRR (2020)
Keyphrases
- neural network
- data sets
- data analysis
- database
- original data
- high quality
- data sources
- input data
- data processing
- image data
- data collection
- computer systems
- experimental data
- knowledge discovery
- small number
- end users
- data structure
- training samples
- synthetic data
- test set
- missing data
- genetic algorithm
- data objects
- data quality
- multilayer perceptron