Urgent!

I have 113 albums and takes forever to go through even though the cache
already exists – however a serious issue is where more images are being created on its own and ends up showing copies of the same images but not really existing. please i need this sorting asap. thanks.

http://wordpress.org/plugins/eazyest-gallery/