Github user pferrel commented on the issue:
    Ideally `pio build` and `pio train` should run anywhere by supplying any 
params needed.
    @chanlee514 metadata still is needed in a service like Elasticsearch so 
every place the model is deployed will know the params. When is engine.json etc 
written to the metastore?

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