Good tensorizor is an open problem that we all need to solve. Poly do not have 
advantage or disadvantage in this problem. This is a technical direction we 
should push to solve in TVM.

The common part between Poly and TVM is the usage of integer and integer set 
analysis. On that end, TVM and Halide’s approach is generally faster and has 
some of the advantages, while dropping some other less commonly capabilities 
like loop skewing. I believe that is the direction where MLIR will learn from 
us based on my past conversation with the related folks





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