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tensorflow / tfx-addons

Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

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MultiModelPusher

deep-diver opened this issue · comments

commented

TF Serving supports hosting multiple models in one place. I want to discuss if it is a useful to pushes multiple models from multiple Trainers?

commented

@deep-diver Thank you for your submission. Just a clarification: What's the benefit over having n Pusher components in a pipeline?

commented

I am not sure yet, but TFServing supports this feature, so I thought there might be some good usecases. For instance, 1. training slightly different models => serve them for A/B testing, 2. or just simply serve the model from current pipeline along with the last one for A/B testing.