pytest fails in float32

[larryshamalama]

Following my (slow and steady) progress here, check_logcdf in test_distributions.py seems to be having issues only in float32. Below is a summary of the issue in code.

import aesara
import pymc3 as pm
import scipy.stats.distributions as sp

# scipy reference
print(sp.chi2.logcdf(0.01, 100))
# output: -413.39853723533787

# float64
with pm.Model() as model:
    print(pm.ChiSquared.logcdf(0.01, 100).eval())
# output: -413.39853723533787

# float32
aesara.config.floatX = "float32"
with pm.Model() as model:
    print(pm.ChiSquared.logcdf(0.01, 100).eval())
# output: -inf

notebook available here

Happy to hear any pointers or suggestions!

[larryshamalama]

Solved. This is apparently normal in float32. Thanks, once again, to @ricardoV94 :')