RD.json

{
  "source_model_path": ["NIPS2017/pretrained/resnet50"],
  "target_model_path": ["NIPS2017/pretrained/resnet50",
                        "NIPS2017/pretrained/vgg19_bn",
                        "NIPS2017/pretrained/resnet152",
                        "NIPS2017/pretrained/inception_v3",
                        "NIPS2017/pretrained/densenet121",
                        "NIPS2017/pretrained/mobilenet_v2",
                        "NIPS2017/pretrained/senet154",
                        "NIPS2017/pretrained/resnext101",
                        "NIPS2017/pretrained/wrn101",
                        "NIPS2017/pretrained/pnasnet",
                        "NIPS2017/pretrained/mnasnet"],
  "n_iter": 100,
  "shuffle": true,
  "batch_size": 200,
  "norm_type": "inf",
  "epsilon": 0.03,
  "norm_step": 0.00392157,
  "seed": 0,
  "n_ensemble": 1,
  "targeted": false,
  "rfmodel_dir": "NIPS2017/RD/resnet50/0.005",
  "save_dir": "./save",

  "source_model_refinement": "sample_from_isotropic(std=0.005, n_models=10)",
  "input_transformation": "",
  "loss_function": "cross_entropy",
  "grad_calculation": "general",
  "backpropagation": "nonlinear",
  "update_dir_calculation": "sgd"
}