def METHOD_NAME():
    def _get_func():
        data = relay.var("data", shape=(1, 16, 16, 32), dtype="int8")
        conv = make_ethosu_conv2d(
            data,
            32,
            8,
            (1, 1),
            (0, 0),
            (1, 1),
            (1, 1),
        )
        func = relay.Function(relay.analysis.free_vars(conv), conv)
        func = run_opt_pass(func, relay.transform.InferType())
        return func
    func = _get_func()
    mod, _ = _lower_to_tir(func, cascader=copy_constants())
    script = mod.script()
    test_mod = tvm.script.from_source(script)
    reference_mod = ReferenceModule
    tvm.ir.assert_structural_equal(test_mod["main"], reference_mod["main"], True)