Writes the median norm of the gradients to Tensorboard.

def _write_median_norm(self, norms:[])->None:
        "Writes the median norm of the gradients to Tensorboard."
        median_norm = statistics.median(norms)
        self._add_gradient_scalar('median_norm', scalar_value=median_norm)