https://github.com/pyro-ppl/funsor/blob/1d07af18c21894dd56e2f4f877c7845430c3b729/funsor/distribution.py#L531 Opening a feature request as per [this comment](https://forum.pyro.ai/t/numpyro-funsor-error-when-using-a-positive-constraint-on-a-normally-distributed-variable/4693/5?u=pankajb64) by @fehiepsi Also note that the same issue happens when using `TruncatedNormal` distribution, see [this comment](https://forum.pyro.ai/t/numpyro-funsor-error-when-using-a-positive-constraint-on-a-normally-distributed-variable/4693/6?u=pankajb64).