Hydrospheredata / hydro-serving

MLOps Platform
http://docs.hydrosphere.io
Apache License 2.0
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Models to Applications mapping #239

Closed ravimadhusudhan8 closed 5 years ago

ravimadhusudhan8 commented 5 years ago

When a Model is used by more than one Application - will there be a separate instance of the Model for each Application ?

_Model [M] _Applications [A1, A2]__

M(1) -> A 1 M(2)-> A2

Is the above true?

Or is it -

M -> A1 M -> A2

Thanks

ps: using the Docker - integrations install

tidylobster commented 5 years ago

For each application serving creates a new container with a model version. So, in your case it's the first variant.

ravimadhusudhan8 commented 5 years ago

Thanks for the clarification!