NUQSGD: Improved Communication Efficiency for Data-parallel SGD via Nonuniform Quantization.
Ali Ramezani-KebryaFartash FaghriDaniel M. RoyPublished in: CoRR (2019)
Keyphrases
- data sets
- data sources
- data acquisition
- data collection
- data analysis
- original data
- spatial data
- synthetic data
- data structure
- training data
- small number
- data processing
- computer systems
- raw data
- database
- xml documents
- data warehouse
- collaborative filtering
- input data
- high quality
- missing data
- data distribution
- learning algorithm