After hours of time waste, I found a simple solution to debug the above case:
Simply press "pause" button to halt the ongoing execution, then you will see a breakpoint like this:
Then you will know whats taking time.
If you see screen like this on pause:
Just continue the execution, wait and hit pause again.
Hope this helps :)