Solved by simoloca in post #4 
              
              
                Ok, it seems that I have solved the problem, and now I can set the num_workers>0. 
What I did was just to insert all the code that train the network in a function: train(), summaring: 
def train():
    # Here was inserted the whole code that train the network ...
if __name__ == '__main__':
    train…