## Description
Nightly tests have failed on test 
"chapter05_recurrent-neural-networks/rnns-gluon" for two consecutive runs with 
timeout errors.  We can reasonably say that the CI infrastructure is performing 
as expected.

08-22: 
http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/NightlyTests_onBinaries/detail/NightlyTests_onBinaries/125/pipeline
08-23: 
http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/NightlyTests_onBinaries/detail/NightlyTests_onBinaries/126/pipeline

```
.
INFO:root:Running notebook 'chapter05_recurrent-neural-networks/rnns-gluon'
INFO:traitlets:Executing notebook with kernel: python2
ERROR:traitlets:Timeout waiting for execute reply (600s).
ERROR:root:Cell execution timed out
.
======================================================================
FAIL: test_rnns_gluon (test_notebooks_single_gpu.StraightDopeSingleGpuTests)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/work/mxnet/tests/nightly/straight_dope/test_notebooks_single_gpu.py", 
line 180, in test_rnns_gluon
    assert _test_notebook('chapter05_recurrent-neural-networks/rnns-gluon')
AssertionError
----------------------------------------------------------------------
```


[ Full content available at: 
https://github.com/apache/incubator-mxnet/issues/12309 ]
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