AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning Inference.
Thierry TambeEn-Yu YangZishen WanYuntian DengVijay Janapa ReddiAlexander M. RushDavid BrooksGu-Yeon WeiPublished in: CoRR (2019)
Keyphrases
- deep learning
- data types
- machine learning
- data model
- database systems
- database management systems
- unsupervised feature learning
- data structure
- unsupervised learning
- bayesian networks
- abstract data types
- graphical models
- data mining algorithms
- data mining
- reinforcement learning
- supervised learning
- model selection
- feature extraction
- mental models
- information retrieval