Kernel getting crashed while executing specific code blocks

[arjunsk07]

Hello,
I am working on vs code jupyter notebook, with a python environment kernel.
It was all working fine till last week, and now when I run specific code blocks (related to training of a model), the kernel is getting crashed producing error like this:

Also when I check the log it is like this:

I also tried reducing the model complexity but still the same issue is coming up. I was able to run these code block without any issues with the same complexity till last week and it was not throwing any error at that time. Now I really don't know what is the reason behind this.Can anyone support me to solve this issue?

Some extra information, this is the kernel that I am using:

this is the exact code block which is throwing the error:

[DonJayamanne]

Duplicate of #15589