Define custom loss (perceptual loss) in CNN autoencoder with pre-train vgg19 tensorflow,Keras

Question

i want to define perceptual_loss in autoencoder that build in keras. my autoencoder is look like this :

Encoder:

input_encoder = Input((32,32,3),name =