Caffe Implementation for Incremental network quantization, we modify the original caffe, the Installation is follow caffe, and you must be farmilar with caffe training imagenet tutorial
If you find INQ useful in your research, please consider citing:
@inproceedings{zhou2017,
title={Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights},
author={Aojun Zhou, Anbang Yao, Yiwen Guo, Lin Xu, Yurong Chen},
booktitle={International Conference on Learning Representations,ICLR2017},
year={2017},
}
- Real-time data shuffling is useful
code coming soon....