def _check_reduce_op(reduce_op, mode="reduce_mean") -> bool:
    """
    Check whether or not the reduction op satisfy following conditions:
    - Mode is expected.
    - Does not change rank (keep_dims is True).
    - Axes are known at compile time.

    :param reduce_op: reduce op to check on
    :param mode: reduce mode
    """
    if reduce_op is None:
        return False
    if reduce_op.op_type != mode:
        return False
    if reduce_op.keep_dims.val is False:
        return False
    if reduce_op.axes is None or reduce_op.axes.val is None:
        return False
    return True