Photoshop: How do I enable borderless printing?

I created my document with images going across the page, and I would like the images to go to the end of the page with no white bleed space.
It shows on my working screen that the image is going to the end of the page, but when I print, a white boarder appeared around my image.
Please advise.

Thank you.