mgrange1998

Yes, looking through the ChoiceParameter construction code it looks like there isn't yet a way to pass "sort_values" with a dict, thanks for bringing this to our attention. If I...

Hello again- that makes sense to me. I have a pull request up which will fix your issue by allowing you to specify "sort_values" in the input dictionary https://github.com/facebook/Ax/pull/2231?fbclid=IwAR3d4oAlxseldMHHdwDW8Jv-WxnU9n7enoG74CU13wQKxjK5ko7Q9CFTxKQ Once...

Hi, Is a batch trial what you are looking for? It allows you to attach multiple arms to one trial and deploy and evaluate them together. (See https://ax.dev/api/core.html#batchtrial for more...

For a tutorial, you can follow the generation strategy tutorial https://ax.dev/tutorials/generation_strategy.html Just set "use_batch_trials=True" when calling choose generation strategy. For your example, could you please provide error logs and more...

See https://ax.dev/api/service.html#module-ax.service.ax_client "Note: AxClient expects to only propose 1 arm (suggestion) per trial; support for use cases that require use of batches is coming soon." AxClient as of yet does...

Yes, try the "use_batch_trials" flag in the "choose_generation_strategy" method call. https://github.com/facebook/Ax/blob/9a624a2db22d7fda162091cd2522851a2e159385/ax/modelbridge/dispatch_utils.py#L290

Hi, `for i in range(5): trials_dict, _ = ax_client.get_next_trials(5) for trial_index, parameters in trials_dict.items(): ax_client.complete_trial(trial_index=trial_index, raw_data=evaluate(parameters))` This will create a group of 5 trials to be executed together. "trials_dict" is...

Yes, that is right- no need to set up qNEHVI or qNParEGO in order to use the pareto frontier call. Those algorithms use "plotted points are samples from the fitted...

Hi, thank you for opening this issue. 1. Could you give some details on what leads you to believe the experiment has been simplified to a non MF MOBO problem?...

Hi @davifebba, thanks for opening the issue. One thing I don't understand is why "time" is part of your search space- as time goes on, more and more of the...