{
    'lambda': 0.1,
    'num_train_steps': 4000,
    'classification_layers_2': 1,
    'classification_layers_1': 2,
    'regression_hidden_1': 16,
    'encoding_dim': 4,
    'learning_rate': 0.03,
    'batch_size': 128,
    'classification_hidden_1': 16,
    'reg_type': 'bow',
    'classification_hidden_2': 8,
    'regularizor': 'l2',
    'regression_hidden_2': 1,
    'encoder_layers': 1,
    'regression_layers_2': 2,
    'regression_layers_1': 2,
    }