ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization.
Cong GuoChen ZhangJingwen LengZihan LiuFan YangYunxin LiuMinyi GuoYuhao ZhuPublished in: MICRO (2022)
Keyphrases
- numerical data
- neural network
- categorical data
- data sets
- numerical attributes
- pattern recognition
- numerical values
- genetic algorithm
- back propagation
- uniform quantization
- artificial neural networks
- cluster analysis
- breast tumors
- linguistic rules
- symbolic data
- quantization error
- equivalence relation
- neural network model
- fuzzy logic
- active learning
- complex data
- image segmentation
- data mining