Figure 5.

Traces of training and validation loss and validation accuracy of CaffeNet and GoogleNet. Val means validation, loss, loss1 and loss2 denoted the performances corresponding to the 3 classifiers such as softmax2, softmax0 and softmax1, respectively (see Figure 2). The top5 means that the top 5 prediction values with the highest probability were consistent with the labels.