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Posted to discuss-archive@tvm.apache.org by fredjon via Apache TVM Discuss <no...@discuss.tvm.ai> on 2020/11/03 13:19:13 UTC

[Apache TVM Discuss] [Questions] [Quantization] How to add new quantization method for TVM


Hi developers：
  How can I add the new quantization method for TVM?  Or is there a tutorial ?
The community experts could help to clarify the question? I would highly appreciate your response.

Thanks a lot!
Best Regards, Fred





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[Apache TVM Discuss] [Questions] [Quantization] How to add new quantization method for TVM

Posted by fredjon via Apache TVM Discuss <no...@discuss.tvm.ai>.


Hi electriclilies, I'm glad to hear that! It will be gorgeous if the new quantization framework is easy to add new methods. Noteworthily, the quantize method depends on the graph structure.
Thanks a lot.





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[Apache TVM Discuss] [Questions] [Quantization] How to add new quantization method for TVM

Posted by Lily Orth-Smith via Apache TVM Discuss <no...@discuss.tvm.ai>.


I am working on the new quantization framework right now -- it is currently in progress. 

Our rough timeline is an RFC in three weeks to a month from now, and then upstreaming the finalized quantization framework in the two weeks after that. It would be great to get your feedback on the final API, so please keep an eye out for the RFC!





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