def get_orthogonal_scope_name(backbone_name):
    """Returns scope name of convolutions for orthogonal regularization.

    :param backbone_name: Name of backbone
    :return: Name of scope
    """

    if backbone_name == 'rmnet' or backbone_name == 'twinnet':
        return 'dim_red'
    elif backbone_name == 'shufflenetv2':
        return 'inner_map'
    else:
        raise Exception('Unknown backbone name: {}'.format(backbone_name))