I. Introduction
Deep learning techniques have achieved considerable success in computer vision [1]–[5], significantly improving state-of-the-art in face recognition [6]. In addition to the evolving architectures [3], [7]–[11] and effective loss functions [8], [12]–[18], large-scale training databases [11], [19]–[21] play a crucial role in deep face recognition.