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Jupyter Notebook getting crashed

  • June 21, 2024
  • 7 replies
  • 100 views

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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.
 

 

Best answer by Dilini Fernando

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. 

7 replies

Anders Hafreager
Practitioner

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 ?

 


Anders Hafreager
Practitioner

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


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


Dilini Fernando
Seasoned Practitioner
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Hi @Ankit Kothawade,

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


Dilini Fernando
Seasoned Practitioner
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  • Seasoned Practitioner
  • Answer
  • August 30, 2024

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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I’m facing also this issue but don’t mange to fix it