Unofficial Pytorch Implementation for the paper: "Creating High Resolution Images with a Latent Adversarial Generator" by David Berthelot, Peyman Milanfar, and Ian Goodfellow.
The official tensorflow implementation was used as reference https://github.com/google-research/lag/
I've deviated in some places from the paper. Most notably I do not use the progressive training strategy.
To start training run the below command
python train.py --model_name_prefix test_run --root_path /path_to_data --batch_size 8 --upsample_layers 3