Bandana: Using Non-Volatile Memory for Storing Deep Learning Models.
Assaf EisenmanMaxim NaumovDarryl GardnerMisha SmelyanskiySergey PupyrevKim M. HazelwoodAsaf CidonSachin KattiPublished in: MLSys (2019)
Keyphrases
- learning models
- main memory
- data structure
- loss function
- machine learning
- semi supervised learning
- learning tasks
- classification models
- learning algorithm
- machine learning algorithms
- data storage
- learning paradigms
- conditional random fields
- flash memory
- learning problems
- graphical models
- higher order
- probabilistic model
- supervised learning
- bayesian networks
- decision trees
- data sets
- labeled data
- text mining