Dynamic shape support has been an important topic for TVM for a long time. 
Currently VM is the only way to process a dynamic model.

For the AutoScheduler, we've had many discussions about it while there's no 
perfect approach to solve such problem now.

p.s. @comaniac may have some experience on partial dynamic shape support for 
auto tuning, but I believe the code is not ready now.





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