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Hi. When Using Sklearn'S


DistressedGoat23 check this example:
https://github.com/allegroai/clearml/blob/master/examples/optimization/hyper-parameter-optimization/hyper_parameter_optimizer.py
aSearchStrategy = RandomSearchIt will collect everything on the main Task

This is a curial point for using clearml HPO since comparing dozens of experiments in the UI and searching for the best is just not manageable.

You can of course do that (notice you can actually order them by scalars they report, and even do nested sorting, by holding the shift and selecting additional columns to sort by)
But it might be easier to collect on a single Task as in the example, as you pointed out 🙂
Any reason not to do that this way ?

  
  
Posted one year ago
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one year ago
one year ago