How to keep Ray Dashboard alive after program has ended

I am currently running using Ray for hyperparameter tuning. I am using the tune.run method only without tune.init. To view the Ray Dashboard, I usually copy the link that shows up (localhost:8265) when the program starts. However, the Dashboard also dies in my browser after the program ends. Is there a way to keep the Dashboard alive so that the results can be analysed slowly after the program ends?

@mbgm , if You want to see dashboard after script is done use in console:

ray start --head --dashboard-host=0.0.0.0

and run python script with:

import ray
ray.init(address='auto', _redis_password='5241590000000000')
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Can you describe how you run tune program step by step? @mbgm

  • Do you run it on a local ray cluster?
  • Do you run it on a remote cluster?