def METHOD_NAME(
    self,
    input_np,
    pool_type,
    layout,
):
    """Generate expected output."""
    ref_np = tvm.topi.testing.adaptive_pool(
        input_np,
        (1, 1),
        pool_type,
        layout,
    )
    return ref_np