That was propaganda by Goebbels
He was trying to convince the German people that Hitler was an ascetic, with no concerns except for the German people.
Before the war, Dione Lucas was a chef in fancy Hamburg hotel and prepared food for Hitler a fair number of times.
No non-propaganda source testifies to his being a vegetarian.