Under this guideline, AlexNet and GoogLeNet were trained for 20 epochs, while Resnet50 converged much faster, stopped training at the 5th epoch, and Vgg19 stopped training at the 13th epoch when using four classes and stopped at the 10th epoch while training with five classes; all CNNs ...