keywords Activating CNNs Computational modeling Computer Science Computer Science, Artificial Intelligence Life Sciences & Biomedicine Machine learning Memory management Network architecture Neural networks Neurosciences Neurosciences & Neurology Robotics Science & Technology Technology Training back-freezing freezing box memory consumption optimal performance training speed