Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks.
Soojeong KimGyeong-In YuHojin ParkSungwoo ChoEunji JeongHyeonmin HaSanha LeeJoo Seong JeongByung-Gon ChunPublished in: EuroSys (2019)
Keyphrases
- data sets
- neural network
- synthetic data
- training data
- data distribution
- pattern recognition
- small number
- data quality
- spatial data
- statistical analysis
- data collection
- data processing
- image data
- data structure
- real time
- input data
- data sources
- computer systems
- artificial neural networks
- high dimensional data
- data analysis
- sparse representation
- high quality
- database systems
- image pairs