To a medium-sized bowl add the graham crackers and margarine and stir together until combined. Press the graham cracker mixture into the baking dish to form a crust. Over the crust sprinkle the butterscotch chips, chocolate chips, coconut, and walnuts, then drizzle the sweetened condensed milk over everything.
Bake for 20-25 minutes. Cut into bars once completely cooled and enjoy!