you can use this repo to prune your model(only support Res style block, such as BottleNeck and BasicBlock)
use this command to train and test on CIFAR10:
python CIFAR_train.py
Note:
PruneTool can prune the model with residual, but OldPruneTool ignore the residual(for BottleNeck, OldPruneTool will only prune the first two conv)