Interlacing is done for web graphics. It has to do with how the images
load on a web page. Noninterlaced images load in rows while interlaced
images load with random pixels in each row, so they begin by looking
blurry (low res) and then sharpen as they load. It's done so when you
load a webpage, you can see the contents at a glance, but as the page
loads, it becomes sharper.
Interlacing increases file size, so unless you are using the .png for the web, choose "no interlacing" on .pngs.