If your code is taking too long to execute, or your kernel is getting disconnected often, here are a few things you need to know:
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This is not an issue with the server, there are codes like when you are doing hyperparameter tuning with too many parameters, which are intensive processes and they take a long time to execute.
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If your code is taking too long to execute, or if your Jupyter notebook is idle for some time, our bots will kill them as a part of our fair usage policy. Would request you to go through the same from the below link:
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If our bots kill the process, you might see a kernel disconnect error on your Jupyter notebook. In this case you need to restart the server, and check which part of the code is causing this issue.
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If for example, you are hyperparameter tuning with a number of parameters, then you need to break it down into smaller separate steps, and use less number of parameters whenever possible.
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If as a part of a topic, you have more than 4 steps to perform, then you can break down each step in a single cell and then execute them instead of executing all of them in a single cell in the Jupyter notebook at one go.
