youxiudeshouyeren commented on PR #15682:
URL: https://github.com/apache/tvm/pull/15682#issuecomment-1711006449

   
   
   
   
   > Thanks for the PR! @youxiudeshouyeren. It seems that this example should 
have been optimized by `SimplifyClip`/`SimplifyClipAndConsecutiveCast` passes, 
but it was not executed. Perhaps you need to prioritize checking why existing 
passes have not been optimized to this pattern.
   
   They are different optimizations and both have different patterns. 
SimplifyClipAndConsecutiveCast targets clip(int32)-cast(uint8)->cast(int32). 
This simplification targets clip(int32)->cast(int8)->clip(int8). I'm sure the 
pass SimplifyClipAndConsecutiveCast is enabled, but it doesn't eliminate this 
redundancy in yolov5.


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