so the code that I am using right now dont have access to input in the same class that the model is defined. so I like to make the model finalize before calling in it in the function that call the input.
Plus I dont want to add the dense layer in the function that the input is available because it just makes the code not clean  like I rather to add every necessary parts to the model and just send it to the other function.
hmmmm, so there is no way to do it without using the input?