pyparch is DNNs framework, that allows easy manipulation of quantiztion.
- Python3
- torch
- torchvision
- numpy
- tqdm
python pre_lenet5_relu6.py
python pre_lenet5_relu1.py
python pre_alexnet_relu6.py
python pre_alexnet_relu1.py
python lenet5_quantize.py
python alexnet_quantize.py
If you use our code in your research, please cite:
@inproceedings{mcsoc2019kiyama, title={Deep Learning Framework with Arbitrary Numerical Precision}, author={Masato KIYAMA and Motoki Amagasaki and Masahiro Iida}, booktitle={MCSoC 2019}, year={2019} }