def METHOD_NAME(self, inputs, lr, epsilon, weight_decay, gc, dc):
    adagrad_sparse_test_helper(
        self,
        inputs,
        lr,
        epsilon,
        None,
        ref_adagrad,
        gc,
        dc,
        weight_decay=weight_decay,
    )