How to stop cache – thousands tags

I have 5 thousands tags (from posts)
The plugin create 5 thousands tags in /page_enhanced/mysite/tag
I delete them… but create again … and again…
How to execute tags from cache ?

Sorry for my english

https://wordpress.org/plugins/w3-total-cache/