Simply closing mac's display when an external monitor is still on worked for me.
My setup: MacBook Pro Sierra 10.12.6 External monitor connected through HDMI External mouse and keyboard connected to the monitor
- MacBook Pro Sierra 10.12.6
- External monitor connected through HDMI & monitor USB cable
- External mouse and keyboard connected to the monitor