szha commented on issue #19207:
URL: 
https://github.com/apache/incubator-mxnet/issues/19207#issuecomment-696943612


   Thanks for the proposal on addressing the flaky test problem. I've been also 
thinking the same and here are a couple of suggestions that may help:
   - if we introduce a new mxnet-bot command that can trigger requested tests 
using MXNET_TEST_COUNT=1000 that contributors/committers/reviewers can use, 
this can help reduce the cost of verifying flaky tests and thus prevent new 
flaky tests from being merged.
   - we can adopt 
[hypothesis](https://hypothesis.readthedocs.io/en/latest/numpy.html) package 
for more clever and reproducible fuzzy testing.
   


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