In a bowl, whisk together the eggs, milk, dry mustard, salt and peppers. Spread the bread cubes evenly over the bottom of the casserole dish. Spoon the veggie and bacon mixture on top, and spread evenly. Pour over the egg mixture, then sprinkle the grated cheese over the top. Cover and refrigerate overnight, or at least for 2 hours.