Microscaling Data Formats for Deep Learning.
Bita Darvish RouhaniRitchie ZhaoAnkit MoreMathew HallAlireza KhodamoradiSummer DengDhruv ChoudharyMarius CorneaEric DellingerKristof DenolfDusan StosicVenmugil ElangoMaximilian GolubAlexander HeineckePhil James-RoxbyDharmesh JaniGaurav KolheMartin LanghammerAda LiLevi MelnickMaral MesmakhosroshahiAndres RodriguezMichael SchulteRasoul ShafipourLei ShaoMichael Y. SiuPradeep DubeyPaulius MicikeviciusMaxim NaumovColin VerilliRalph WittigDoug BurgerEric S. ChungPublished in: CoRR (2023)
Keyphrases
- deep learning
- data formats
- databases
- data types
- database management systems
- metadata
- unsupervised learning
- unsupervised feature learning
- machine learning
- processing units
- mental models
- weakly supervised
- data model
- general purpose
- active learning
- management system
- data structure
- contextual information
- decision trees
- information retrieval
- database