Thank you @wrongtest . It would be great to start with a base RFC that 
establishes the basic infra then followup RFCs.

If there is a change that touches some key data structures that(e.g. changes to 
TensorIR nodes) can affect other backends, separate RFCs would be appreciated 
since these would enjoy a broader discussion -- TYNNP use-case can be used as 
motivating factor and there could be other related applications, or tradeoffs 
that affects existing backends that needs to be considered. 

For code that are relatively isolated, follows the current architecture and 
specific to TYNNP(e.g. TensorIR code-gen for TYNNP, or a TYNNP specific 
pass/primitive that follows the same architecture and have no changes to the 
common data structures) , it is good to bundle them in a RFC and we certainly 
want to encourage quick adoption of new backends and primitives under the 
unified architecture.





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