I found some way to deal with it but im not sure it that is correct…
after loading my first model i can do
self.Conv1_V2 = self.Conv1
and then when i save this model i will have both self.Conv1_V2 and self.Conv1, so i can use self.Conv1_V2
Does this make sense?