| 25 | |
| 26 | |
| 27 | def get_args(): |
| 28 | parser = argparse.ArgumentParser() |
| 29 | utils.add_shared_args(parser) |
| 30 | |
| 31 | parser.add_argument('--adv-type', type=str, default='robust-pgd', |
| 32 | choices=['robust-pgd', 'diff-aug-pgd']) |
| 33 | parser.add_argument('--targeted', action='store_true') |
| 34 | |
| 35 | parser.add_argument('--samp-num', type=int, default=1, |
| 36 | help='set the number of samples for calculating expectations') |
| 37 | |
| 38 | parser.add_argument('--resume', action='store_true', |
| 39 | help='set resume') |
| 40 | parser.add_argument('--resume-path', type=str, default=None, |
| 41 | help='set where to resume the model') |
| 42 | |
| 43 | return parser.parse_args() |
| 44 | |
| 45 | |
| 46 | def regenerate_def_noise(def_noise, model, criterion, loader, defender, cpu, logger): |