InvTF

Open-source version of internal library used in research project. The following features have known bugs, use them at own risk!

• O(1) or O(sqrt(L)) memory backpropagation.
• Variational dequantization.

The animation above were produced by running:

reproduce.py --problem celeb --model realnvp
reproduce.py --problem cifar --model realnvp

Development details

Developed using tensorflow-gpu 2.0beta, ubuntu 16.04 LTS, cuda 10, RTX 2080 8 GB