@reminisce 
> I had a similar experience when doing the check for a release vote before 
> this PR was merged.

I didn't know that. I'm looking at the [build 
history](http://jenkins.mxnet-ci.amazon-ml.com/job/incubator-mxnet/view/change-requests/job/PR-12157/)
 of the https://github.com/apache/incubator-mxnet/pull/12157 PR and see only 
failures related to 
[test_mkldnn.test_activation](http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/incubator-mxnet/detail/PR-12157/8/pipeline)
 issue tracked https://github.com/apache/incubator-mxnet/issues/12377 and 
[test_operator_gpu.test_l2_normalization](http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/incubator-mxnet/detail/PR-12157/6/pipeline)
 issue tracked https://github.com/apache/incubator-mxnet/issues/12417.

@pengzhao-intel 
> We encountered and stuck by this issue for a long time in PR #10921

But I did find an very similar error for #10921 here: 
http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/incubator-mxnet/detail/PR-10921/23/pipeline/

Which is clearly before the subgraph API was introduced.

Thank you for providing this information. I have opened an issue 
https://github.com/apache/incubator-mxnet/issues/12453 about this and it can be 
referenced in any future cases of such failures. 

I'm closing this PR and the related issue. 


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