@zheng-da is your point that data I provided above is not enough to come to 
such conclusion?

> Does the error happen consistently (even if it's once every few hundred runs)?

We didn't have that much data, so I started to collect it here 
https://github.com/apache/incubator-mxnet/pull/12445 and here 
http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/incubator-mxnet/activity?branch=PR-12445

The job is triggered every hour. 

Currently it did break due to the SHA was pointing to an not anymore existing 
tvm commit. Fix is in https://github.com/apache/incubator-mxnet/pull/12448

[ Full content available at: 
https://github.com/apache/incubator-mxnet/pull/12443 ]
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