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Jupyter Notebook getting crashed

  • 21 June 2024
  • 6 replies
  • 47 views

I am facing issue of jupyter notebook getting crashed frequently. It is observed for larger data and surprisingly ML model training on smallest data chunks as well.

Sharing the image for reference.
 

 

6 replies

Userlevel 4

The Jupyter notebook kernel runs in the browser and has memory limitations compared to when running on desktop / the cloud. Out of memory is the likely the cause of kernel crash, but to confirm it would be great with a reproducible example.

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Hello @Anders Hafreager , 

Thanks for your reply. I am facing this issue often. Also, my observation is - it crashes when ‘ML models are used for training’. 

Do you require any type of logs / screen recording to check upon this ?

 

Userlevel 4

You can check the browser memory usage using Chrome profiler, but ideally if you can share a notebook I can check also 😊

Badge +6

@Anders Hafreager will PM the notebook file which Ankit shared.

Userlevel 4
Badge +2

Hi @Ankit Kothawade,

Would you be able to give this a try in another notebook?

Userlevel 4
Badge +2

Hi @Ankit Kothawade,

I hope the issue has been resolved. I'm closing this topic for now. Please feel free to start a new post if you have any questions. 

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