├── LICENSE ├── README.md ├── datasets ├── README.md └── lsun_bedroom.py ├── evaluations ├── README.md ├── evaluator.py └── requirements.txt ├── figures ├── .DS_Store └── vis.jpg ├── infer_mdt.py ├── masked_diffusion ├── __init__.py ├── diffusion_utils.py ├── dist_util.py ├── fp16_util.py ├── gaussian_diffusion.py ├── image_datasets.py ├── logger.py ├── models.py ├── nn.py ├── resample.py ├── respace.py ├── script_util.py ├── timestep_sampler.py └── train_util.py ├── run.sh ├── run_ddp_master.sh ├── run_ddp_worker.sh ├── run_sample.sh ├── scripts ├── image_sample.py └── image_train.py └── setup.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/README.md -------------------------------------------------------------------------------- /datasets/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/datasets/README.md -------------------------------------------------------------------------------- /datasets/lsun_bedroom.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/datasets/lsun_bedroom.py -------------------------------------------------------------------------------- /evaluations/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/evaluations/README.md -------------------------------------------------------------------------------- /evaluations/evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/evaluations/evaluator.py -------------------------------------------------------------------------------- /evaluations/requirements.txt: -------------------------------------------------------------------------------- 1 | tensorflow-gpu>=2.0 2 | scipy 3 | requests 4 | tqdm -------------------------------------------------------------------------------- /figures/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/figures/.DS_Store -------------------------------------------------------------------------------- /figures/vis.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/figures/vis.jpg -------------------------------------------------------------------------------- /infer_mdt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/infer_mdt.py -------------------------------------------------------------------------------- /masked_diffusion/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/__init__.py -------------------------------------------------------------------------------- /masked_diffusion/diffusion_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/diffusion_utils.py -------------------------------------------------------------------------------- /masked_diffusion/dist_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/dist_util.py -------------------------------------------------------------------------------- /masked_diffusion/fp16_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/fp16_util.py -------------------------------------------------------------------------------- /masked_diffusion/gaussian_diffusion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/gaussian_diffusion.py -------------------------------------------------------------------------------- /masked_diffusion/image_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/image_datasets.py -------------------------------------------------------------------------------- /masked_diffusion/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/logger.py -------------------------------------------------------------------------------- /masked_diffusion/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/models.py -------------------------------------------------------------------------------- /masked_diffusion/nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/nn.py -------------------------------------------------------------------------------- /masked_diffusion/resample.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/resample.py -------------------------------------------------------------------------------- /masked_diffusion/respace.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/respace.py -------------------------------------------------------------------------------- /masked_diffusion/script_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/script_util.py -------------------------------------------------------------------------------- /masked_diffusion/timestep_sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/timestep_sampler.py -------------------------------------------------------------------------------- /masked_diffusion/train_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/masked_diffusion/train_util.py -------------------------------------------------------------------------------- /run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/run.sh -------------------------------------------------------------------------------- /run_ddp_master.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/run_ddp_master.sh -------------------------------------------------------------------------------- /run_ddp_worker.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/run_ddp_worker.sh -------------------------------------------------------------------------------- /run_sample.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/run_sample.sh -------------------------------------------------------------------------------- /scripts/image_sample.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/scripts/image_sample.py -------------------------------------------------------------------------------- /scripts/image_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/scripts/image_train.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sail-sg/MDT/HEAD/setup.py --------------------------------------------------------------------------------