I don't have version 15 but if you look in preferences you will see if GPU acceleration is available.
Version 14 is shown below and limited to Hardware acceleration only. I suspect 15 is the same.
Premiere Pro has supported GPU acceleration for many years now. It's a shame they didn't add it to Elements.