Currently, the import_trials process applies strict validation when creating trials, which sometimes prevents loading trials when they don't math with the current neps state or optimizer nature. We want to make the trial creation step more flexible ("looser") to allow importing a broader range of trials.
Additionally, the system should automatically filter out trials that are not relevant to the current optimizer configuration. This ensures that only compatible trials are considered during optimization.
Currently, the
import_trialsprocess applies strict validation when creating trials, which sometimes prevents loading trials when they don't math with the current neps state or optimizer nature. We want to make the trial creation step more flexible ("looser") to allow importing a broader range of trials.Additionally, the system should automatically filter out trials that are not relevant to the current optimizer configuration. This ensures that only compatible trials are considered during optimization.