areusch opened a new pull request #7250:
URL: https://github.com/apache/tvm/pull/7250


   In porting up the µTVM AutoTVM code, seems that `check_correctness` assumes 
that each AutoTVM task is instantiated on the `llvm` builder with the same 
input shape as is used on the target. Even in tuning a conv2d for x86, I see 
conv2d_NCHWc used with AutoTVM trying different combinations of `C` and `c`. I 
don't think this approach is viable and from chatting with a few people it 
seems like it was a debug tool that might just be deprecated now. I propose we 
remove until we have something more dependable via AutoScheduling or AutoTIR.
   
   @merrymercy @tqchen @jwfromm @junrushao1994 @tmoreau89 


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