ipad fade to black
My I pad screen goes black after a varying short time of use.
iPad Pro Wi-Fi, iOS 10
There is settings, display and brightness and auto lock which dictates when the screen turns off. It can be set from 30 seconds to 5 minutes to never.
Could that be your issue?