Kernel termination during Kaggle Notebook timeout prevents state persistence
Kaggle Notebooks enforce hard execution limits—typically 12 hours for CPU and 9 hours for GPU instances. When these limits are reached, or a session is manually cancelled, the kernel process terminates immediately, resulting in the loss of all volatile memory state not explicitly committed to the /kaggle/working directory. Because the environment may not rel
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