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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:

def _write_max_gradient(self)->None:
        "Writes the maximum of the gradients to Tensorboard."
        max_gradient = max(x.data.max() for x in self.gradients)
        self._add_gradient_scalar('max_gradient', scalar_value=max_gradient)