Averaging over runs with the same seed in a sweep

W&B Help
1

Hi everyone,

I am currently running a sweep to do hyperparameter search on a set of parameters and a seed. What I would like to do is have the results averaged over the different seeds, so that for each group of runs sharing the same hyperparameters but different seeds I only have one value.
I already tried grouping them by all the parameters except the seed in the GUI, but I obtain a hierarchical grouping (split over each hyparaparameter) which is not what I would expect.
I think that I will have to go through the API and add a new group to the runs with the same hyperparameters and then group by that group. Is there anything else I can do?

Thank you in advance for your help!

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Hi @crisostomi,

You have the right idea. Grouping on the parallel coordinates chart shows the highest level of grouping currently. You will need to create a new parameter to group these by to get the desired result.

Thanks,
Ramit

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Hi @ramit_goolry,

Alright, I will try this way!

Thank you for your help.
Donato.

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