GitXplorerGitXplorer
h

localbitsback

public
39 stars
6 forks
2 issues

Commits

List of commits on branch master.
Unverified
f8746d26f4a4b12d01e9326b483018319f0ba574

fix test

hhojonathanho committed 5 years ago
Unverified
aa2e05597ab9ab987bed91701306ee31e81ee53a

Add license

hhojonathanho committed 5 years ago
Unverified
aca3ec9984cc145f9218af2a63e91c414aa4915b

Release

hhojonathanho committed 5 years ago

README

The README file for this repository.

Compression with Flows via Local Bits-Back Coding

Jonathan Ho, Evan Lohn, Pieter Abbeel

Neural Information Processing Systems, 2019

https://arxiv.org/abs/1905.08500

Contains a PyTorch implementation of Flow++.

Models available here.

Dependencies

  • Python 3.6.7
  • PyTorch 1.1.0 (CUDA 10.0)

Installation instructions

  1. Install Anaconda with Python 3.6.7
  2. conda install pytorch torchvision cudatoolkit=10.0 -c pytorch
  3. pip install tqdm
  4. Extract this codebase into a directory called compression
  5. Build the underlying C++ library (need a compiler with OpenMP support):
cd compression/ans
mkdir build
cd build
cmake ..
make