tkonolige opened a new pull request #7974:
URL: https://github.com/apache/tvm/pull/7974


   This PR makes the autoscheduler sparse matrix registration code more 
specific in regards to input shapes. Instead of using density (as a two digit 
float) to discriminate between different inputs, we use all the input shapes. 
This causes fewer collisions between specifier strings. However, there are 
still two sparse matrices in the `deploy_sparse` tutorial that have the same 
specifier string. Ideally we would be able to use the values of the sparse 
matrix indices to discriminate between these two (for example, by hashing the 
indices), but the way registration is current setup makes this impossible. 
Instead we just ignore conflicts and hope that this doesn't cause a performance 
regression.


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