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Answered
Hello! How Can I Save And Resume Studies With Optune? If Best Quality Have Not Reached Or Another Reasons. Optune Have Capabilities For Resuming Studies.

Hello!
How can I save and resume studies with optune?
If best quality have not reached or another reasons.
Optune have capabilities for resuming studies.
https://optuna.readthedocs.io/en/stable/faq.html#how-can-i-save-and-resume-studies
https://optuna.readthedocs.io/en/stable/tutorial/20_recipes/001_rdb.html#rdb

  
  
Posted 2 years ago
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Answers 2


It's Great!
I will try it.
Thank you!

  
  
Posted 2 years ago

Hi!
I believe you can stop and resume studies by adding these actions to your script:

Add save points via joblib.dump()
and connect them to clearml via clearml.model.OutputModel.connect()

Then, when you want to start or resume a study, load latest study file via joblib.load() and connect to clearml with http://clearml.model.InputModel.co nnect()

This way you can stop your training sessions with the agent and resume them from nearly the same point

I think all the required references are here: https://clear.ml/docs/latest/docs/references/sdk/model_model

  
  
Posted 2 years ago
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2 Answers
2 years ago
one year ago
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