Thanks for your reply.
Could you mind explaining it?
What is block refers to?
self.weight_init()
 def weight_init(self):
        for block in self._modules:
            try:
                for m in self._modules[block]:
                    normal_init(m,mean,std)
            except:
                normal_init(block)