DigThatData t1_je5kfoc wrote on March 29, 2023 at 3:57 PM

go closer to the metal and use omegaconf directly.

RicketyCricket t1_je5ky7l wrote on March 29, 2023 at 4:00 PM

As the developer of Spock (posted in another comment) -- OmegaConf is also an awesome choice and super useful. I'd suggest checking it out too!

You can go even closer to metal and use the attrs library as well (https://www.attrs.org/en/stable/)

alyflex OP t1_je5yia4 wrote on March 29, 2023 at 5:26 PM

That is certainly an option that I was considering, but then I would have to make my own job planner / multirunner, (which I actually already have done for my current project, but this whole refactoring was to try and move away from my own custom functions and try to use some more standardized methods)

DigThatData t1_je600q2 wrote on March 29, 2023 at 5:35 PM

i misunderstood, i thought you were looking for an alternative config component. if you're looking for an atlernative for managing hyperparameter search jobs, consider https://docs.ray.io/en/latest/tune/index.html . I think hydra actually might even integrate with ray.