I am trying to generate celeb faces using pretrained PGAN from torch.hub, however I cant seem to get decent images at all. I am unsure what I am doing wrong. Here is what I did
import torch
hub_model = torch.hub.load(
    'facebookresearch/pytorch_gan_zoo:master',
    'PGAN', #
    config = None,
    useGPU = True,
    pretrained=True)

inputRandom, randomLabels = hub_model.buildNoiseData(16)
im = hub_model.test(inputRandom,
           getAvG=True,
           toCPU=True)

The images I get dont look as great as the ones shown on https://github.com/facebookresearch/pytorch_GAN_zoo.
This is the image i generated

image.jpg1570×1096 191 KB

Are the images there just cherry picked or am I doing something wrong?