def METHOD_NAME(test_case):
    arg_dict = OrderedDict()
    arg_dict["device"] = ["cpu", "cuda"]
    arg_dict["x_shape"] = [(10,)]
    arg_dict["learning_rate"] = [1, 1e-3]
    arg_dict["train_iters"] = [10]
    arg_dict["rho"] = [0.9]
    arg_dict["eps"] = [1e-6]
    arg_dict["maximize"] = [False]
    arg_dict["weight_decay"] = [0.1]
    for arg in GenArgList(arg_dict):
        compare_with_numpy_adadelta(test_case, *arg)