World number two Novak Djokovic has withdrawn from the ATP Toronto Masters due to fatigue, Tennis Canada said on Sunday."I have always enjoyed my time in Canada, but after speaking with my team, we believe this is the right decision to take," Djokovic said in a statement released by Tennis Canada.