def METHOD_NAME(self):
    """Recursively remove weight normalization from all the Convolution 
    layers in the sublayers.
    """
    def _remove_weight_norm(layer):
        try:
            nn.utils.METHOD_NAME(layer)
        except ValueError:
            pass
    self.apply(_remove_weight_norm)