BigGAN-Paddle

This is replementation of BigGAN using DL framework PaddlePaddle.

This code is tested in Cifar10 data, and in only single GPU mode

This repo is modified based on original BigGAN pytorch version.

How To Use This Code

You will need:

• PaddlePaddle, version 1.8.4
• Paddorch
• tqdm, numpy, scipy, and h5py
• The Cifar10 training set

run training

sh scripts/launch_cifar_ema.sh

run evaluation

sh scripts/sample_cifar_ema.sh  

Pretrained models

I include two pretrained model checkpoints (with G, D, the EMA copy of G, and the state dict) and inceptionV3 model for FID/inception score evalution:

cifar10 BigGAN model