├── .gitignore ├── BigGAN.py ├── BigGANdeep.py ├── BigGANmh.py ├── LICENSE ├── README.md ├── TFHub ├── README.md ├── biggan_v1.py └── converter.py ├── animal_hash.py ├── calculate_inception_moments.py ├── classification ├── __init__.py └── models │ ├── __init__.py │ ├── densenet.py │ └── wideresnet.py ├── datasets.py ├── fid.py ├── imgs ├── c100_FID.png ├── c100_IS.png ├── c100_samples_49500.jpeg ├── c10_FID.png ├── c10_IS.png ├── c10_best_64k.jpeg ├── stl48_FID.png ├── stl48_IS.png └── stl_best_78k.jpeg ├── inception.py ├── 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 ├── precalc_stats_example.py ├── sample.py ├── scripts ├── final │ ├── launch_cifar100_baseline.sh │ ├── launch_cifar100_mhingegan.sh │ ├── launch_cifar_baseline.sh │ ├── launch_cifar_mhingegan.sh │ ├── launch_stl32_baseline.sh │ ├── launch_stl32_mhingegan.sh │ ├── launch_stl48_baseline.sh │ ├── launch_stl48_mhingegan.sh │ ├── sample_cifar100_baseline.sh │ ├── sample_cifar100_mhingegan.sh │ ├── sample_cifar_baseline.sh │ ├── sample_cifar_mhingegan.sh │ ├── sample_stl32_baseline.sh │ ├── sample_stl32_mhingegan.sh │ ├── sample_stl48_baseline.sh │ └── sample_stl48_mhingegan.sh ├── 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 /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ilyakava/BigGAN-PyTorch/HEAD/.gitignore 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