use pre-trained resnet-18 to classify face image
re-train the softmax layer
Fine tune Conv5_x
Fine tune Conv4_x and Conv5_x
Fine tune Fine tune ALL convolution layers
Freeze all the convolution blocks, introduce two FC layers prior to the softmax layer and train them together with softmax layer