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!