How is the loss calculated for KITTI dataset ?

I would like to know how is the loss calculated for KITTI dataset since depth information comes from LiDAR and is sparse(18k/208k in the paper).
Does it only calculate loss for those prediction that have a corresponding groundtruth? 
If it does, how to make sure that those prediction that don't have their corresponding groundtruth are within a range or not
