tqchen edited a comment on pull request #7717:
URL: https://github.com/apache/tvm/pull/7717#issuecomment-817316477


   Thanks @masahi for great discussions. It seems to me that we would have 
benefited more reviews and discussion :) Great that we have catched these 
points for improvements during the discussion after merging. Given it is 
already merged, we could consider:
   
   - A0: Revert the PR, and bring another one, do another round of thorough 
reviews there.
   - A1: Bring a fix PR as soon as possible.
   
   To summarize the items that needs to be addressed:
   
   - P0: Add the use of UBO as meta-data to shader, so we won't have compiler 
runtime in-consistentcy problem
   - P1: Solve the deferred execution case when a UBO buffer can be overriden 
by the followup kernel calls(need to do the copy in deferred stream as well).
   - P2: Solve the multi-thread safety issue when multiple threads calls into 
UBO at the same time.
   
   


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