diff options
Diffstat (limited to 'supervised/baseline.py')
| -rw-r--r-- | supervised/baseline.py | 20 |
1 files changed, 10 insertions, 10 deletions
diff --git a/supervised/baseline.py b/supervised/baseline.py index e7ff8f1..818841c 100644 --- a/supervised/baseline.py +++ b/supervised/baseline.py @@ -29,35 +29,35 @@ def parse_args_and_config(): ) parser.add_argument('--codename', default='cifar10-resnet50-256-adam-linear', type=str, help="Model descriptor") - parser.add_argument('--log_dir', default='logs', type=str, + parser.add_argument('--log-dir', default='logs', type=str, help="Path to log directory") - parser.add_argument('--checkpoint_dir', default='checkpoints', type=str, + parser.add_argument('--checkpoint-dir', default='checkpoints', type=str, help="Path to checkpoints directory") parser.add_argument('--seed', default=None, type=int, help='Random seed for reproducibility') - parser.add_argument('--num_iters', default=1000, type=int, + parser.add_argument('--num-iters', default=1000, type=int, help='Number of iters (epochs)') parser.add_argument('--config', type=argparse.FileType(mode='r'), help='Path to config file (optional)') dataset_group = parser.add_argument_group('Dataset parameters') - dataset_group.add_argument('--dataset_dir', default='dataset', type=str, + dataset_group.add_argument('--dataset-dir', default='dataset', type=str, help="Path to dataset directory") dataset_group.add_argument('--dataset', default='cifar10', type=str, choices=('cifar', 'cifar10, cifar100'), help="Name of dataset") - dataset_group.add_argument('--crop_size', default=32, type=int, + dataset_group.add_argument('--crop-size', default=32, type=int, help='Random crop size after resize') - dataset_group.add_argument('--crop_scale_range', nargs=2, default=(0.8, 1), + dataset_group.add_argument('--crop-scale-range', nargs=2, default=(0.8, 1), type=float, help='Random resize scale range', metavar=('start', 'stop')) - dataset_group.add_argument('--hflip_prob', default=0.5, type=float, + dataset_group.add_argument('--hflip-prob', default=0.5, type=float, help='Random horizontal flip probability') dataloader_group = parser.add_argument_group('Dataloader parameters') - dataloader_group.add_argument('--batch_size', default=256, type=int, + dataloader_group.add_argument('--batch-size', default=256, type=int, help='Batch size') - dataloader_group.add_argument('--num_workers', default=2, type=int, + dataloader_group.add_argument('--num-workers', default=2, type=int, help='Number of dataloader processes') optim_group = parser.add_argument_group('Optimizer parameters') @@ -69,7 +69,7 @@ def parse_args_and_config(): help='Adam betas', metavar=('beta1', 'beta2')) optim_group.add_argument('--momentum', default=0.9, type=float, help='SDG momentum') - optim_group.add_argument('--weight_decay', default=1e-6, type=float, + optim_group.add_argument('--weight-decay', default=1e-6, type=float, help='Weight decay (l2 regularization)') sched_group = parser.add_argument_group('Optimizer parameters') |