Combine graham cracker crumbs, white sugar, and melted butter in a large bowl; mix well. Press into a 9x13-inch cake pan; refrigerate until chilled, about 30 minutes.

Beat together cream cheese and confectioners' sugar in the large bowl until smooth; spread over chilled graham cracker crust.

Layer sliced bananas and crushed pineapple over cream cheese mixture; cover with whipped topping.

Top with cherries and chopped nuts. Refrigerate for at least 1 hour and serve chilled.