 1. Parameterized quantum circuits are a promising hybrid classical quantum approach, but rigorous results on their effective capabilities are rare. 2. In this study, the authors explore the feasibility of training depending on the type of cost functions. 3. They show that local cost functions are less prone to the baron plateau problem.