Yes, but I have the dropout rate as an input argument in my model class: init(self,drop_rate).
After training and saving the model, the next time I wish to load the model, first I need to create the model instance which actually requires me inputting the drop_rate argument. But this sets the dropout rate and then loading from the saved file does not change it.