Website loading is very slow when enable Material Design Theme by default

When I set Material Design Theme as default theme, the website loading is very slow. It take more than 2 minutes to open the main page. After show main page, loading speed of other pages is normal.

PS: Loading is fast if system default theme.
What’s possible reason? Does server rendering takes too much time?