`Interpreter died` error after updating Azure synapse spark pool

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I updated Synapse Apache spark pool from version 2.4 to 3.1 using the powershell script below;

Update-AzSynapseSparkPool -WorkspaceName somewks -Name sparko1 -SparkVersion "3.1"

The update was successful but i get Interpreter died Error everytime i run my notebooks. These notebooks works before the update. Has any one come across this issue? Any help will be appreciated.

Screenshot of the error

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