Page crash with cascading selection

I am using Cascading selection. With a large data set, if i select parent term checkbox, then it takes time to select all child tree and page gets crashed. If any one of you have faced similar issue with large number of taxonomy terms, please help to resolve this issue.

Thanks,
AK