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I am trying to set a string Domain wrapper for syne tune search parameters (Domain class is inherited from ray-tune.

My entry point requires an argument such as --config [lr=0.1, optimizer=adam] with other override configurations.

I would like to setup a search space such as

config_space = {
    'config': f'[lr={loguniform(1e-5,1e-1)}]'
}

However this creates a constant string when setting up and doesn't actually search the configuration space.

Is there some way to make this work effortlessly? some other workaround?

Thanks

Isdj
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  • Would you please add more context about the problem you are trying to solve? Also, are you using [Syne Tune](https://github.com/awslabs/syne-tune) or [Ray Tune](https://docs.ray.io/en/latest/tune/index.html)? – wesk Jan 09 '23 at 15:58

0 Answers0