A FinFET may include a semiconductor fin having a top surface and a sidewall having different crystal planes. A gate dielectric layer on the top surface and on the sidewall has different thicknesses. A gate electrode is formed on the gate dielectric layer across the top surface and sidewall of the semiconductor fin.