def METHOD_NAME(MobileNetv2DiamondTE):
    _, te_graph, const_dict = MobileNetv2DiamondTE
    device_config = cs.EthosuDeviceConfig("ethos-u55-256")
    graph = cs.create_cascader_graph(te_graph, const_dict, device_config)
    output_tensor = graph.output_tensors[0]
    assert output_tensor.shape == [1, 56, 56, 24]
    assert len(output_tensor.producers) == 1
    assert not output_tensor.is_constant
    add1_part = output_tensor.producers[0]
    assert isinstance(add1_part, cs.EthosuPart)
    assert len(add1_part.input_tensors) == 2
    assert graph.get_part_id(add1_part) == 0
    assert add1_part.input_tensors[0].shape == [1, 56, 56, 24]
    assert len(add1_part.input_tensors[0].producers) == 1
    assert not add1_part.input_tensors[0].is_constant
    assert add1_part.input_tensors[1].shape == [1, 56, 56, 24]
    assert len(add1_part.input_tensors[0].producers) == 1
    assert not add1_part.input_tensors[0].is_constant