1193d96d48cf1db1f4902b4bd613880defd1b8ab,gpytorch/constraints/constraints.py,Interval,inverse_transform,#Interval#Any#,94

Before Change

        upper_bound = self.upper_bound
        upper_bound[upper_bound == math.inf] = 1
        lower_bound = self.lower_bound
        lower_bound[lower_bound == -math.inf] = 0

        tensor = transformed_tensor - self.lower_bound
        tensor = tensor / self.upper_bound

After Change

        if not self.enforced:
            return transformed_tensor

        if settings.debug.on():
            max_bound = torch.max(self.upper_bound)
            min_bound = torch.min(self.lower_bound)

            if max_bound == math.inf or min_bound == -math.inf:
                raise RuntimeError(
                    "Cannot make an Interval directly with non-finite bounds. Use a derived class like "
                    "GreaterThan or LessThan instead."
                )

        tensor = self._inv_transform((transformed_tensor - self.lower_bound) / self.upper_bound)

        return tensor

Instances