Yeah. PHP can be embedded within HTML, so if there's no PHP in the file, it'll just process it as HTML.
No, PHP doesn't load faster than HTML. It's going to run equal to or slower, seeing as it has to filter it all to parse all PHP. However, the time difference would be so minute no visitor is going to notice.