ann-qin-lu removed a comment on issue #20959:
URL: 
https://github.com/apache/incubator-mxnet/issues/20959#issuecomment-1069675674


   one more data point I've gathered is that if I remove the logic of using the 
shared memory (a.k.a the [global 
_worker_dataset](https://github.com/apache/incubator-mxnet/blame/master/python/mxnet/gluon/data/dataloader.py#L421)),
 it also resolves the memory leak issue. Most like the multiprocess + shared 
memory implementation is left behind some staled references, which are holding 
the gpu memory with the latest Cuda implementation.


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