Daniel Cohen
Daniel Cohen
Hi @farrokhsiar, thanks for the question. Happy to help! I tried to reproduce this problem, but I wasn't successful. ```python > [gr._model_key for trial in ax_client.experiment.trials.values() for gr in trial.generator_runs]...
I'm on the latest. This is the complete code I ran. Try it out on the version you are running and let me know if you get different results. ```python...
I'm going to this issue. Feel free to reopen if you still believe that the client is misbehaving in some situation.
https://github.com/facebook/Ax/pull/931 should handle it.
Looks like the test plan failed.
Thanks for the question @ayushi-3536! I'm not sure this is a problem necessarily. The model fits on all metrics, but will only generate candidates using the optimization config metrics. If...
Thanks for the question @deng-cy! If you wanted to change the trial's parameters I would abandon that trial and attach a new one with the modified params, which would look...
I'm going to close this if there are no further questions, but feel free to reopen it or create a new issue
@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(),...
@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 :)