RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization.
Hongyi YaoPu LiJian CaoXiangcheng LiuChenying XieBingzhang WangPublished in: IJCAI (2022)
Keyphrases
- high accuracy
- prediction accuracy
- computational complexity
- computational efficiency
- test set
- error rate
- computational cost
- rate distortion
- power consumption
- quantization error
- successive approximation
- online learning
- uniform quantization
- training and testing data
- quantization scheme
- training speed
- training algorithm
- training process
- training data
- color images
- classification accuracy
- training examples
- bit rate