Solved by albanD in post #2 
              
              
                Hi, 
This tutorial shows how to use pruning for the weights that are used during training. 
It is not a pre or post processing technique. 
In particular, the prunning happen when you access the weights where you registered the prunning, they will automatically get prunned.