def call(self, inputs):
del inputs  <EOL>with tf.compat.v1.name_scope(self._name):<EOL><INDENT>return tfd.MultivariateNormalDiag(self.loc, self.scale_diag)<EOL><DEDENT>
Runs the model to generate multivariate normal distribution.

        Args:
          inputs: Unused.

        Returns:
          A MultivariateNormalDiag distribution with event shape
          [dimensions], batch shape [], and sample shape [sample_shape,
          dimensions].