├── .gitignore ├── LICENSE ├── README.md ├── argparser.py ├── certified.py ├── config.py ├── config ├── cifar.bn_affine.json ├── cifar.bn_mean.json ├── cifar.bn_mean_var_wo_affine.json ├── cifar.bn_mean_wo_affine.json ├── cifar.bn_var.json ├── cifar.bn_var_wo_affine.json ├── cifar.crown-ibp.bn.json ├── cifar.crown-ibp.json ├── cifar.crown.adaptive.json ├── cifar.crown.json ├── cifar.json ├── defaults.json ├── mnist.json ├── tinyimagenet.crown-ibp.json └── tinyimagenet.ibp.json ├── data ├── ImageNet64 │ └── imagenet_data_loader.py └── tinyImageNet │ └── tinyimagenet_download.sh ├── datasets.py ├── manual_init.py ├── models ├── __init__.py ├── feedforward.py ├── resnet.py ├── resnext.py ├── resnext_bn.py ├── resnext_bn_imagenet64.py ├── resnext_imagenet64.py ├── utils.py ├── wide_resnet.py ├── wide_resnet_bn.py ├── wide_resnet_bn_imagenet64.py └── wide_resnet_imagenet64.py ├── regularization.py ├── requirements.txt ├── train.py └── utils.py /.gitignore: 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