Note that you are using `SimplifyInfernce` twice, but you want to replace the 
second one with `SimplifyExpr`.

But right, it seems `bias_add` and `add` are not folded. It seems 
`relay.transform.CanonicalizeOps()` converts `bias_add` to `add`, so you want 
to call it before `SimplifyExpr`. I tried your script but I didn't get 
satisfying output after brief attempt. Maybe you need to play around it a bit 
more. If you believe there is a bug / missing functionality, welcome to open a 
github issue.





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