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All Projects → musyoku → chainer-glow-mnist

musyoku / chainer-glow-mnist

Licence: other
Glow: Generative Flow with Invertible 1×1 Convolutions

Programming Languages

python
139335 projects - #7 most used programming language

Glow: Generative Flow with Invertible 1×1 Convolutions

Usage

cd run
python3 train.py -levels 2 -depth 16 -nn 64 -b 128 -bits 5 -iter 1000 -channels 3 -snapshot snapshot

Requirements

  • Python 3
  • Chainer 4
  • python-tabulate
  • scipy

Installation

pip3 install chainer cupy h5py
pip3 install tabulate

Experiments

t-SNE

cd run/experiments
python3 t_sne.py -snapshot ../snapshot

scatter.png

Interpolation

cd run/experiments
python3 interpolation.py -snapshot ../snapshot

interpolation.png

Generate images

cd run/experiments
python3 generate.py -snapshot ../snapshot

mnist.gif

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