config.json

{
  "_comment": "===== RS LOSS CONFIGURATION =====",
  "w_l1": 2e-5,
  "w_rsloss": 1e-4,
  
  "_comment": "===== MODEL CONFIGURATION =====",
  "model_dir": "trained_models/relu_stable",
  "estimation_method": "naive_ia",
  "filters": [16, 32, 100],
  "filter_size": 5,
  "sparse_init": -1.0,

  "_comment": "===== TRAINING CONFIGURATION =====",
  "random_seed": 845234,
  "max_num_training_steps": 10000,
  "num_output_steps": 100,
  "num_summary_steps": 100,
  "num_checkpoint_steps": 500,
  "num_eval_steps": 2000,
  "num_training_examples": 55000,
  "training_batch_size": 64,
  "eval_during_training": true,
  "adversarial_training": true,

  "_comment": "===== EVAL CONFIGURATION =====",
  "num_eval_examples": 10000,
  "eval_batch_size": 200,
  "eval_on_cpu": true,

  "_comment": "=====ADVERSARIAL EXAMPLES CONFIGURATION=====",
  "epsilon": 0.1,
  "k": 8,
  "a": 0.03,
  "random_start": true,
  "loss_func": "xent",
  "incremental": true,
  "eval_epsilon": 0.1
}