Sayyiduna Abdullah bin Umar (may Allah be pleased with them) narrates that the Messenger of Allah (peace be upon him) used to offer voluntary prayers on his mount, facing whichever direction it was headed. And he (peace be upon him) would also offer Witr on it, but he (peace be upon him) would not perform obligatory prayers on it.