If you've turned off the auto-rotate screen feature via your device's settings menu, the screen's orientation will not change during races even if you've selected Portrait / Landscape via the Race Screen header in the game's settings menu.
Your device's orientation will change if you set your device's auto-rotate screen setting to on.