Thanks @samwyi it would be great to provide an example about what you mean by 
device discovery. For example, we might be able to perform some formal setup to 
select the device before start using one.

DLContext is specifically limited to the common terminology(in terms of device 
id and device type) so that it is easier to exchange among frameworks(since 
different framework might refer to the same device)





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