| 9 | |
| 10 | |
| 11 | def get_args(): |
| 12 | parser = argparse.ArgumentParser() |
| 13 | utils.add_shared_args(parser) |
| 14 | |
| 15 | parser.add_argument('--data-mode', type=str, default='mix', |
| 16 | choices=['mix', 'clear', 'manual'], |
| 17 | help='mix = clear + unlearnable data, clear = clear data only') |
| 18 | |
| 19 | parser.add_argument('--filter', type=str, default=None, |
| 20 | choices=['averaging', 'gaussian', 'median', 'bilateral'], |
| 21 | help='select the low pass filter; only works in [mix] mode') |
| 22 | |
| 23 | parser.add_argument('--man-data-path', type=str, default=None, |
| 24 | help='set the path to the manual dataset') |
| 25 | parser.add_argument('--noise-path', type=str, default=None, |
| 26 | help='set the path to the train images noises') |
| 27 | parser.add_argument('--poi-idx-path', type=str, default=None, |
| 28 | help='set the path to the poisoned indices') |
| 29 | parser.add_argument('--resume-path', type=str, default=None, |
| 30 | help='set where to resume the model') |
| 31 | |
| 32 | parser.add_argument('--perturb-freq', type=int, default=1, |
| 33 | help='set the perturbation frequency') |
| 34 | parser.add_argument('--report-freq', type=int, default=500, |
| 35 | help='set the report frequency') |
| 36 | parser.add_argument('--save-freq', type=int, default=5000, |
| 37 | help='set the checkpoint saving frequency') |
| 38 | |
| 39 | return parser.parse_args() |
| 40 | |
| 41 | |
| 42 | def get_manual_loader(dataset, data_path, batch_size): |