@Amrit_Das  @albanD
I will try the second method of saving and loading model
https://pytorch.org/docs/master/notes/serialization.html 161
this will eliminate the use the_model = TheModelClass(*args, **kwargs) or the use of initializing a pruned model with pre-trained model
I will update if this works or not