Thank you Mingliang for providing the comments.

Currently option-1 proposes Graph/GraphModel/GraphBuilder to build an
Estimator from a graph of Estimator/Transformer, where Estimator could
generate the model (as a Transformer) directly. On the other hand, option-2
proposes AlgoOperator that can be linked into a graph of AlgoOperator.

It seems that option-1 is closer to what TF does than option-2. Could you
double check whether you mean option-1 or option-2?




On Tue, Aug 10, 2021 at 11:29 AM 青雉(祁明良) <m...@xiaohongshu.com> wrote:

> Vote for option 2.
> It is similar to what we are doing with Tensorflow.
> 1. Define the graph in training phase
> 2. Export model with different input/output spec for online inference
>
> Thanks,
> Mingliang
>
> On Aug 10, 2021, at 9:39 AM, Becket Qin <becket....@gmail.com<mailto:
> becket....@gmail.com>> wrote:
>
> estimatorInputs
>
>
>
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