├── .gitignore ├── BigGAN-PyTorch ├── BigGAN.py ├── BigGANdeep.py ├── LICENSE ├── README.md ├── TFHub │ ├── README.md │ ├── biggan_v1.py │ └── converter.py ├── animal_hash.py ├── calculate_image_manifold.py ├── calculate_inception_moments.py ├── change_log.md ├── 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.md ├── README.md ├── density_estimators.py ├── embeddings.py ├── imgs └── samples.png ├── instance_selection.py ├── requirements.txt └── scripts ├── launch_BigGAN_res128_ch64_bs256_dstep_1_rr50.sh ├── launch_BigGAN_res256_ch64_bs256_dstep_2_rr50.sh ├── launch_SAGAN_res64_ch32_bs128_dstep_1_rr40.sh └── utils ├── prepare_data_imagenet_128.sh ├── prepare_data_imagenet_256.sh └── prepare_data_imagenet_64.sh /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/instance_selection_for_gans/HEAD/.gitignore -------------------------------------------------------------------------------- /BigGAN-PyTorch/BigGAN.py: 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