├── .github ├── GAN_cGAN_cifar100_FID.png ├── GAN_cGAN_cifar100_IS.png ├── SR60.png ├── cgan_loss.jpg ├── cifar10_cifar100.png ├── colorization.png ├── save_OmniGAN_ImageNet128_FID.pdf.png ├── save_OmniGAN_ImageNet128_FID.png ├── save_OmniGAN_ImageNet128_IS.pdf.png ├── save_OmniGAN_ImageNet256_FID.pdf.png ├── save_OmniGAN_ImageNet256_IS.pdf.png └── truncation_curve.png ├── .gitignore ├── .gitmodules ├── BigGAN_PyTorch_1_lib ├── .gitignore ├── BigGAN.py ├── BigGANdeep.py ├── LICENSE ├── README.md ├── TFHub │ ├── README.md │ ├── biggan_v1.py │ └── converter.py ├── animal_hash.py ├── calculate_inception_moments.py ├── datasets.py ├── imgs │ ├── D Singular Values.png │ ├── DeepSamples.png │ ├── DogBall.png │ ├── G Singular Values.png │ ├── IS_FID.png │ ├── Losses.png │ ├── header_image.jpg │ └── interp_sample.jpg ├── inception_tf13.py ├── inception_utils.py ├── layers.py ├── logs │ ├── BigGAN_ch96_bs256x8.jsonl │ ├── compare_IS.m │ ├── metalog.txt │ ├── process_inception_log.m │ └── process_training.m ├── losses.py ├── make_hdf5.py ├── sample.py ├── scripts │ ├── launch_BigGAN_bs256x8.sh │ ├── launch_BigGAN_bs512x4.sh │ ├── launch_BigGAN_ch64_bs256x8.sh │ ├── launch_BigGAN_deep.sh │ ├── launch_SAGAN_bs128x2_ema.sh │ ├── launch_SNGAN.sh │ ├── launch_cifar_ema.sh │ ├── sample_BigGAN_bs256x8.sh │ ├── sample_cifar_ema.sh │ └── utils │ │ ├── duplicate.sh │ │ └── prepare_data.sh ├── sync_batchnorm │ ├── __init__.py │ ├── batchnorm.py │ ├── batchnorm_reimpl.py │ ├── comm.py │ ├── replicate.py │ └── unittest.py ├── train.py ├── train_fns.py └── utils.py ├── LICENSE ├── README.md ├── configs ├── biggan_cifar.yaml ├── omni_gan_cifar10.yaml ├── omni_gan_cifar100.yaml └── prepare_files.yaml ├── datasets └── .gitignore ├── exp ├── omni_loss │ ├── BigGAN_omni_loss.py │ ├── __init__.py │ ├── adams.py │ ├── omni_loss.py │ ├── train.py │ └── train_fns.py └── tools │ └── test_plots.py └── requirements.txt /.github/GAN_cGAN_cifar100_FID.png: 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