{
    'regressor_layers': 1,
    'encoder_layers': 2,
    'num_train_steps': 1000,
    'encoder_units': 16,
    'learning_rate': 0.003,
    'batch_size': 128,
    'regressor_units': 8,
    'classifier_layers': 2,
    'reg_type': 'all',
    'regularizor': 'l2',
    'classifier_units': 1,
    'gradient_clip': 5.0,
    'lambda': 0.01,
    }