Boosting Ticket: Towards Practical Pruning for Adversarial Training with Lottery Ticket Hypothesis

How to reproduce the results in paper

We have summarized all of the running command in file scripts. For example, to run the regular pruning to achieve the boosting ticket and then retraining on VGG-16, one can easily run the command:

python vgg16_script_ratio80.py

All of the random seeds are fixed such that one can easily get the same results as we reported in paper.

Results in paper

All of the results can be found in file trained_log. It includes all the training logs ran by the scripts in file scripts and the python scripts for constructing the plots in paper.