generative error so networks such as batch normalization so in particular when we generate images we might wonder exactly what we should do to increase the resolution as we move through a convolutional network the answer from the DC gun architecture is just to use a stride of greater than one when using the deconvolution operator another important contribution of the DC gun paper is to show that it's important to use batch normalization that every layer except for the last layer of the generator network that makes the