I am a newer to TVM, from my point, compute + schedule + auto tuning convert 
the relay IR to Tensor IR.
this process includes many hardware special optimizations related with schedule 
primitives. After the auto tuning, Tensor IR was generated. 

Q1: Besides the AutoTVM(include schedules),  what are the optimizations based 
on TIR?These optimizations are the operations in /tir/transform files?   
I did not find any related knowledge about optimizations based on tir in **tvm 
paper**

Q2:  whether  relay.build()  execute the related call below?

![image|690x400](upload://n8w4DxMzdz3l5jp45D7xbwldeZD.jpeg) 

If there are any mistakes, please help me correct it.
Thanks in advance!





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