From Sahih Bukhari (Hadith 1194):
Narrated Ibn `Umar:The Prophet (ﷺ) used to go to the Mosque of Quba (sometimes) walking and sometimes riding. Added Nafi` (in another narration), "He then would offer two rak`at (in the Mosque of Quba)
Reference: Bukhari 1194