If react native takes long time on app:installDebug, execute the below steps
1. Goto andriod folder inside react native app
2 Run ./gradlew clean
3. Try to run build using react-native run-android
If still issue exists, it could be the reason with the Android Emulator. Changed the AVD settings to enable "Use Host GPU" and the issue was resolved.