LSMQ: A Layer-Wise Sensitivity-Based Mixed-Precision Quantization Method for Bit-Flexible CNN Accelerator.
Yimin HuangKai ChenZhuang ShaoYichuan BaiYafeng HuangYuan DuLi DuZhongfeng WangPublished in: ISOCC (2021)
Keyphrases
- high precision
- cost function
- pairwise
- high accuracy
- sensitivity analysis
- detection method
- synthetic data
- genetic algorithm
- multiscale
- objective function
- preprocessing
- computational cost
- matching pursuit
- recall rate
- multi layer
- convergence rate
- image quality
- feature set
- motion estimation
- experimental evaluation
- similarity measure