def pool_to_HW(shape, data_frmt):
    """ Convert from NHWC|NCHW => HW
    """
    if len(shape) != 4:
        return shape # Not NHWC|NCHW, return as is
    if data_frmt == 'NCHW':
        return [shape[2], shape[3]]
    return [shape[1], shape[2]]