Thanks for the discussion.

I think we don't really need to tie this feature to the BYOC flow. The problem 
it tries to solve is providing calibration data to 3rd codegen with quantizers 
as @anijain2305 pointed out. This is not required by QNN or AutoQ. It is also 
optional to 3rd codegen or BYOC.

I would say it is probably more appropriate to treat it is just a separate pass 
and users can optional invoke it when necessary. Examples can be provided to 
show how it can be used to help the 3rd quantizers. I think it is useful 
because the majority of hardware vendors actually have their own quantizer. In 
the long-term, I agree with @tqchen that it would be great to investigate how 
we can extend AutoQ to support opaque quantizers.

I agree that we should definitely think about some mechanism to encapsulate the 
BYOC flow. We should have a separate RFC to list some possible options and move 
forward from there.





---
[Visit Topic](https://discuss.tvm.ai/t/rfc-byoc-data-calibration-flow/7099/14) 
to respond.

You are receiving this because you enabled mailing list mode.

To unsubscribe from these emails, [click 
here](https://discuss.tvm.ai/email/unsubscribe/e4f0887ab6cf1ec9cb416ee14ea544fd57e9b488fd86b6f8b07d8471b8cffb30).

Reply via email to