This study will investigate the efficacy and safety of two doses (high and low) of empagliflozin in combination with metformin (500 mg and 1000 mg) administered twice daily in patients with type 2 diabetes mellitus (T2DM). Study will compare four dose combinations of empagliflozin + metformin versus each individual component after 24 weeks of treatment.