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Hpo Question: I Created Hpo App In Clearml Ui, With Certain Parameter To Optimize, With Minumal Value=0.0, Max=1.0 And Step=1.0. So As Far As I Understand This Hpa Should Launch 10 Experiments. In Fact, It'S Launching Tens Of Experiments (>30 And Still

HPO question:
I created HPO app in ClearML UI, with certain parameter to optimize, with minumal value=0.0, max=1.0 and step=1.0.
So as far as I understand this HPA should launch 10 experiments. In fact, it's launching tens of experiments (>30 and still running), many of them with the same value. What I'm missing?

  
  
Posted one year ago
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Answers 9


Do you have a screenshot of your settings?

  
  
Posted one year ago

Hi AttractiveShrimp45 . You input min value as 0, max value as 1 and step as 1?

  
  
Posted one year ago

Oops - of course step is 0.1

  
  
Posted one year ago

What optimization method did you use?

AFAIK, it's the default one - "Bandit-based Bayesian ..."

Also, what are the values that the cloned experiments get?

As far as I see, there are a few experiments with the same value, for instance 0.3.

I'll try to add a log, and to play with number's format

  
  
Posted one year ago

What optimization method did you use? Can you add a log of the HPO app? It's in hidden projects (Go to settings and enable viewing hidden projects).

Also, what are the values that the cloned experiments get?

And finally 🙂
Can you try with values 0 and 1 without the decimal points at the end?

  
  
Posted one year ago

Can you add a log of the HPO app? It's in hidden projects (Go to settings and enable viewing hidden projects).

Here is the log of 'hpo-app' app. And it's really seems to be related to float type...

  
  
Posted one year ago

AttractiveShrimp45 , can you please open a GitHub issue to follow on this please?

  
  
Posted one year ago

Sure, thanks!

  
  
Posted one year ago
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