def METHOD_NAME(self, value):
    if self._validate_args:
        self._validate_sample(value)
    return (
        torch.xlogy(self.concentration - 1.0, value).sum(-1)
        + torch.lgamma(self.concentration.sum(-1))
        - torch.lgamma(self.concentration).sum(-1)
    )