I have a multi-project (~10 modules) of which building takes about 20-30 seconds each time. When I press Run in Android Studio, I have to wait every time to rebuild the app,
For Windows running Android Studio 1.5: Go to File -> Settings -> Build, Execution, Deployment -> Build tools -> Gradle -> Check Offline work (as shown in image)