To exit the service menu, you can try the Home, Back, or TV buttons. Again, it depends on your model.

AssistiveTouch is an accessibility feature on iPhones and iPads, offering a floating menu that helps users to navigate with ease—no physical buttons required.

You can select customize top menu and choose what shows up on the Home Screen button. If you remove all icons, the button will just take you directly to the iPad Home Screen.