NFS Unbound crashing - DirectX Error

About every 3 hours the game crashes. Error: DirectX function "GetDeviceRemovedReason". I have a Nvidia graphics card and the latest drivers. I tried clearing the cache in the documents, reinstalling the game, checking the integrity of the game files on steam, nothing helped. Fix your game EA.