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Hello, Everyone. I'M Trying To Use The Hpo In Clearml And Having Some Problems. All Of My Hyperparameters Are Python Dictionaries With Different Values (Int, Float, Bool, Str). When I Set The Hyper-Parameters I Want To Optimize In The Hpo And Send The Tas

Hello, everyone.
I'm trying to use the HPO in Clearml and having some problems.
All of my hyperparameters are Python dictionaries with different values (int, float, bool, str). When I set the hyper-parameters I want to optimize in the HPO and send the tasks, all other hyper-parameters that I did not include in the HPO configuration are converted to str type. All bool values, ints, and floats are being converted to str type. I added images to show the discrepancy.

Hope someone here can assist me! Thanks!

Posted one month ago
Votes Newest

Answers 3

we would love to get some clarifications as well, how does strings should be provided? what is the step size param in the uniform type? is it normal that all unused hyperparams in the HPO are displayed as str typein the UI?

Posted one month ago

Hi @<1689084163396734976:profile|DistinctGoldfish85> , can you please add the full configuration of the HPO app you ran? Also, are you self hosted or using the community server?

Posted one month ago

we are using the community server (pro account). full configuration is attached.

Posted one month ago
3 Answers
one month ago
one month ago