ptrendx commented on issue #13747: I found a bug in the source code, I don't 
know how to define it, but I commented out that the code will run better.
URL: 
https://github.com/apache/incubator-mxnet/issues/13747#issuecomment-451247145
 
 
   I guess what happened was cudaGetDevice was called after the driver started 
unloading and so it did not populate the restore_device_ properly. I have a PR 
#13764 that changes the DeviceGuard already, I can fix this problem there.

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