DickJC123 opened a new issue #18775:
URL: https://github.com/apache/incubator-mxnet/issues/18775


   ## Description
   This was observed during the development of 
https://github.com/apache/incubator-mxnet/pull/18424.  I've developed a fix 
which I've added via commit 
https://github.com/apache/incubator-mxnet/pull/18424/commits/29286c3f7e3b3e7f0836877c2644b95820182322.
  I observed that the failures occurred when the sample was near one or both 
ends of the unit normal distribution for the samples data input.  Repro 
commands provided below.
   
   ## Occurrences
   MXNET_TEST_SEED=783333771  pytest --verbose -s 
tests/python/unittest/test_gluon_probability_v2.py::test_gluon_cauchy
   MXNET_TEST_SEED=1447693795 pytest --verbose -s 
tests/python/unittest/test_gluon_probability_v2.py::test_gluon_cauchy
   MXNET_TEST_SEED=952434416 pytest --verbose -s 
tests/python/unittest/test_gluon_probability_v1.py::test_gluon_cauchy_v1
   
   


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