how to get plots(slice, contour) from 'ax_client_snapshot.json'? about ax

[danielcohenlive]

@rachelhson the basic problem is that we don't serialize fitted models. So instead of

model = restored_ax_client.generation_strategy.model

you would need to do

model = restored_ax_client.generation_strategy._curr.model(
    experiment=restored_ax_client.experiment,
    data=restored_ax_client.experiment.lookup_data(),
    **restored_ax_client.generation_strategy._curr.model_kwargs
)

After you call restored_ax_client.get_next_trial() though, you can go back to the original way of doing it.

[rachelhson]

Thanks for your reply @danielcohenlive . This works for plotting slice model and contour.

If I use generation strategy for my model. Does it have to separately store and call to retrieve?

[danielcohenlive]

@rachelhson can you rephrase the question. I'm not sure what you mean by "call to retrieve". And store and call to retrieve during which operation. Thanks :)