This feature introduced in Android Studio 2. however, when you disable it, next time when you try to push new app to your emulator is running much slower.
In my case I just update Android Studio to the latest build from canary channel and it's works without disable this feature.
As commented by sjd: Just cleaning the project and build again might help if you, just like me, have used the automatic update applied by android studio.