├── .gitignore ├── README.md ├── assets ├── cifar10-mmdit-rf.gif ├── cifar10-mmdit-rf.png ├── imagenet-mmdit-rf.gif ├── imagenet-mmdit-rf.png ├── samples_400000_cfg1.0.gif ├── samples_400000_cfg1.0.png ├── samples_400000_cfg2.5.gif ├── samples_400000_cfg2.5.png ├── samples_400000_cfg5.0.gif └── samples_400000_cfg5.0.png ├── autoencoder ├── calc_fid_score.py ├── config │ └── imagenet-64x64.yaml ├── data_utils.py ├── ema.py ├── loss_fn.py ├── model.py ├── modules │ ├── discriminator.py │ ├── lpips.py │ ├── lr_scheduler.py │ ├── networks_ae.py │ ├── pg_modules │ │ ├── blocks.py │ │ ├── diffaug.py │ │ └── projector.py │ └── utils.py ├── train.py ├── trainer.py └── utils.py ├── calc_fid_score.py ├── config ├── artbench10-lrf.yaml ├── cifar10-ddpm.yaml ├── cifar10-rf-dit.yaml ├── cifar10-rf-karras_unet.yaml ├── cifar10-rf-mmdit.yaml ├── cifar10-rf.yaml ├── imagenet-lrf-in1kmmdit.yaml ├── imagenet-lrf-unet.yaml ├── imagenet-lrf.yaml ├── imagenet-rf-karras_unet.yaml ├── mnist-ddpm.yaml └── mnist-rf.yaml ├── data └── data_utils.py ├── ema.py ├── environment.yml ├── models ├── ddpm.py └── rf.py ├── modules ├── lr_scheduler.py ├── networks_dit.py ├── networks_karras_unet.py ├── networks_large_dit.py ├── networks_mmdit.py ├── networks_unet.py └── utils.py ├── train.py └── trainer.py /.gitignore: -------------------------------------------------------------------------------- 1 | **/__pycache__/** 2 | logs 3 | outputs 4 | wandb 5 | results -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ArchiMickey/ArchiRF/HEAD/README.md -------------------------------------------------------------------------------- /assets/cifar10-mmdit-rf.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ArchiMickey/ArchiRF/HEAD/assets/cifar10-mmdit-rf.gif 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