I have built a CNN in kaggle kernel which takes 4 hrs to get trained. Will the commit process also take the same amount of time?
Yep! Committing will run all your code from top to bottom in a new environment. This is to help ensure reproducibility and that your final notebook output doesn't rely on manually running cells in a specific order.