CNNs B and I share the same number of convolutional layers. However, the fully-connected layer of the CNN I is 32 times smaller than the fully-connected layer of the CNN B. As a result, the difference in running times between the CNNs B and I is negligible, but the weights file of the network I is about 16 times smaller than the weights file of the network B.