This is somewhat related to DLPack support: 
https://github.com/tensorflow/tensorflow/issues/24453 if we can get DLPack 
support into tensorflow, then it will be natural to add such support.  If there 
is someone who is interested in adding DLPack support to Tensorflow, we can 
then move on from there

It is already possible through pytorch:

See also https://tvm.ai/2018/08/10/DLPack-Bridge.html

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