JavaScript script executability when Chrome Page Unresponsive

I have a JavaScript script which takes a long time to finish execution. I execute the script on Google Chrome and after a while, a Page Unresponsive popup is displayed as shown in the image below:

enter image description here

My question is if the script will continue to be executed even if the user never presses any button on the popup.

Source: Ask Javascript Questions