Glow

Pytorch implementation of OpenAI's generative model GLOW. This repo provides a modular approach for stacking invertible transformations.

Running Code

python train.py <args>

e.g.

CUDA_VISIBLE_DEVICES=0 python train.py --depth 10 --coupling affine --batch_size 64 --print_every 100 --permutation conv

TODOs

• Multi-GPU support. If performance is an issue for you, I encourage you to checkout this pytorch implementation.
• Support for more datasets
• LU-decomposed invertible convolution.

Contact

This repository is no longer maintained. Feel free to file an issue if need be, however response may be slow.