Lunderberg commented on issue #10505:
URL: https://github.com/apache/tvm/issues/10505#issuecomment-1082021039


   Also related to `elem_offset`, I think it will need to allow multiple 
independent offsets.  When a tensorized buffer is lowered, the `elem_offset` is 
used to store the flattened index.  For non-flat memory buffers, this requires 
multiple indices, but only one can be stored there.  I think both `elem_offset` 
and `offset_factor` will require one parameter per physical dimension, and will 
need to be changed to arrays.
   
   I have the proposed changes in #10816 , which should maintain backwards 
compatibility on the python API, and for constructor calls to `Buffer` on the 
C++ API.


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