{ "_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" }