Melt together sugar, butter, and syrup in pan over low heat. Pour in greased 9x13 pan.
Put bread slices over mixture and set aside.
Whisk together eggs, milk, and vanilla; pour over bread, coating all slices. Cover and refrigerate overnight.
Uncover and bake at 350 for 30 minutes until light brown.