Inference Test Failing

[juanitorduz]

It looks that some inference tests are failing: https://github.com/pyro-ppl/numpyro/actions/runs/9548151326/job/26314886730

• Some of them is because of latest numpy==2.0.0 release

AttributeError: `np.issctype` was removed in the NumPy 2.0 release. Use `issubclass(rep, np.generic)` instead.

• Others are because

E       OverflowError: Python int too large to convert to C long

Summary

FAILED test/contrib/test_tfp.py::test_transformed_distributions - AttributeError: `np.issctype` was removed in the NumPy 2.0 release. Use `issubclass(rep, np.generic)` instead.
FAILED test/contrib/test_tfp.py::test_sample_unwrapped_tfp_distributions[Beta-args1] - OverflowError: Python int too large to convert to C long
FAILED test/contrib/test_tfp.py::test_sample_unwrapped_tfp_distributions[Binomial-args2] - OverflowError: Python int too large to convert to C long
FAILED test/contrib/test_tfp.py::test_sample_unwrapped_tfp_distributions[Dirichlet-args5] - OverflowError: Python int too large to convert to C long
FAILED test/contrib/test_tfp.py::test_sample_unwrapped_tfp_distributions[InverseGamma-args7] - OverflowError: Python int too large to convert to C long
FAILED test/contrib/test_tfp.py::test_sample_unwrapped_mixture_same_family - OverflowError: Python int too large to convert to C long

[fehiepsi]

I think we can filter out these tests while waiting for the next tfp release.

[fehiepsi]

Closed. Thanks for fixing the issue, @juanitorduz!