mnist_dcgan.py 文件源码

def __init__(self, z_dim):
        super(Generator, self).__init__(
            l1=L.Deconvolution2D(z_dim, 128, 3, 2, 0),
            bn1=L.BatchNormalization(128),
            l2=L.Deconvolution2D(128, 128, 3, 2, 1),
            bn2=L.BatchNormalization(128),
            l3=L.Deconvolution2D(128, 128, 3, 2, 1),
            bn3=L.BatchNormalization(128),
            l4=L.Deconvolution2D(128, 128, 3, 2, 2),
            bn4=L.BatchNormalization(128),
            l5=L.Deconvolution2D(128, 1, 3, 2, 2, outsize=(28, 28)),
        )
        self.train = True