├── .gitattributes ├── README.md ├── assets ├── I-MMSE.svg ├── PEOD.svg ├── cont_density.png └── dino.png ├── benchmark └── improved-diffusion │ ├── LICENSE │ ├── README.md │ ├── improved_diffusion │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── dist_util.cpython-310.pyc │ │ ├── dist_util.cpython-37.pyc │ │ ├── dist_util.cpython-39.pyc │ │ ├── fp16_util.cpython-310.pyc │ │ ├── fp16_util.cpython-37.pyc │ │ ├── fp16_util.cpython-39.pyc │ │ ├── gaussian_diffusion.cpython-310.pyc │ │ ├── gaussian_diffusion.cpython-37.pyc │ │ ├── gaussian_diffusion.cpython-39.pyc │ │ ├── image_datasets.cpython-310.pyc │ │ ├── image_datasets.cpython-37.pyc │ │ ├── image_datasets.cpython-39.pyc │ │ ├── logger.cpython-310.pyc │ │ ├── logger.cpython-37.pyc │ │ ├── logger.cpython-39.pyc │ │ ├── losses.cpython-310.pyc │ │ ├── losses.cpython-37.pyc │ │ ├── losses.cpython-39.pyc │ │ ├── nn.cpython-310.pyc │ │ ├── nn.cpython-37.pyc │ │ ├── nn.cpython-39.pyc │ │ ├── respace.cpython-310.pyc │ │ ├── respace.cpython-37.pyc │ │ ├── respace.cpython-39.pyc │ │ ├── script_util.cpython-310.pyc │ │ ├── script_util.cpython-37.pyc │ │ ├── script_util.cpython-39.pyc │ │ ├── unet.cpython-310.pyc │ │ ├── unet.cpython-37.pyc │ │ └── unet.cpython-39.pyc │ ├── dist_util.py │ ├── fp16_util.py │ ├── gaussian_diffusion.py │ ├── image_datasets.py │ ├── logger.py │ ├── losses.py │ ├── nn.py │ ├── resample.py │ ├── respace.py │ ├── script_util.py │ ├── train_util.py │ └── unet.py │ ├── scripts │ └── image_nll.py │ └── setup.py ├── checkpoints ├── ddpm │ └── model_epoch10.pt └── iddpm │ └── model_epoch10.pt ├── covariance └── cifar_covariance.pt ├── datasets └── cifar10.py ├── license.md ├── results ├── figs │ ├── LOSS.pdf │ ├── LOSS.png │ ├── MSE.pdf │ ├── MSE.png │ ├── cont_density.pdf │ ├── disc_density.pdf │ └── discrete_fig_table.png └── fine_tune │ ├── ddpm │ ├── results_epoch0.npy │ ├── results_epoch0_1000.npy │ ├── results_epoch1.npy │ ├── results_epoch10.npy │ ├── results_epoch10_1000.npy │ ├── results_epoch2.npy │ ├── results_epoch3.npy │ ├── results_epoch4.npy │ ├── results_epoch5.npy │ ├── results_epoch6.npy │ ├── results_epoch7.npy │ ├── results_epoch8.npy │ ├── results_epoch9.npy │ ├── test_loss_all.npy │ └── train_loss_all.npy │ └── iddpm │ ├── results_epoch0.npy │ ├── results_epoch0_1000.npy │ ├── results_epoch1.npy │ ├── results_epoch10.npy │ ├── results_epoch10_1000.npy │ ├── results_epoch2.npy │ ├── results_epoch3.npy │ ├── results_epoch4.npy │ ├── results_epoch5.npy │ ├── results_epoch6.npy │ ├── results_epoch7.npy │ ├── results_epoch8.npy │ ├── results_epoch9.npy │ ├── test_loss_all.npy │ └── train_loss_all.npy ├── scripts ├── fine_tune.py ├── plot_results.py └── test.py ├── setup.py └── utilsitd ├── __init__.py ├── __pycache__ ├── __init__.cpython-39.pyc ├── diffusionmodel.cpython-39.pyc ├── fp16_util.cpython-39.pyc ├── image_datasets.cpython-39.pyc ├── logger.cpython-39.pyc ├── 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