How can I deleting photos in my iCloud album on my phone?

I have my Apple TV slideshow running and its pulling photos from my icloud album. I prefer to permanently delete these photos. Any suggestions on how to delete these

If you want to keep the pics... fetch them off iCloud on computer and store them... then delete from iCloud.