Data Movement Is All You Need: A Case Study on Optimizing Transformers.
Andrei IvanovNikoli DrydenTal Ben-NunShigang LiTorsten HoeflerPublished in: MLSys (2021)
Keyphrases
- data sets
- original data
- raw data
- data collection
- database
- training data
- data sources
- end users
- synthetic data
- computer systems
- data processing
- application domains
- spatial data
- domain experts
- data distribution
- machine learning
- data analysis
- test data
- statistical analysis
- databases
- data quality
- trajectory data
- experimental data
- privacy preserving
- real world
- small number
- image data
- data structure
- knowledge base