About maintaining the aspect ratio of face

[hwenwur]

Hi,
I found the faces in your training and LFW test datasets are stretched. But from my perspective, if the trained model infers in normal aspect ratio faces, which may result in a performance degeneration.

do you think it is neccessary to keep the original face aspect ratio?