config.json

{
  "_comment": "===== MODEL CONFIGURATION =====",
  "model_dir": "models/a_very_robust_model",

  "_comment": "===== DATASET CONFIGURATION =====",
  "data_path": "cifar10_data",

  "_comment": "===== TRAINING CONFIGURATION =====",
  "tf_random_seed": 451760341,
  "np_random_seed": 216105420,
  "max_num_training_steps": 80000,
  "num_output_steps": 100,
  "num_summary_steps": 100,
  "num_checkpoint_steps": 1000,
  "training_batch_size": 128,
  "step_size_schedule": [[0, 0.1], [40000, 0.01], [60000, 0.001]],
  "weight_decay": 0.0002,
  "momentum": 0.9,

  "_comment": "===== EVAL CONFIGURATION =====",
  "num_eval_examples": 10000,
  "eval_batch_size": 100,
  "eval_on_cpu": false,

  "_comment": "=====ADVERSARIAL EXAMPLES CONFIGURATION=====",
  "epsilon": 8.0,
  "num_steps": 10,
  "step_size": 2.0,
  "random_start": true,
  "loss_func": "xent",
  "store_adv_path": "attack.npy"
}