├── .gitignore ├── README.md ├── bem ├── Experiments.py ├── GenerationManager.py ├── Logger.py ├── README.md ├── TrainingManager.py ├── __init__.py ├── datasets │ ├── Data.py │ ├── Distributions.py │ ├── __init__.py │ ├── lsun.py │ ├── tinyimagenet.py │ ├── torchlevy │ │ ├── __init__.py │ │ ├── approx_score.py │ │ ├── levy.py │ │ ├── levy_gaussian.py │ │ ├── levy_gaussian_origin.py │ │ ├── score_hpo_result.py │ │ ├── torch_dictionary.py │ │ └── util.py │ └── vision.py ├── evaluate │ ├── EvaluationManager.py │ ├── __init__.py │ ├── fid_score.py │ ├── inception.py │ ├── likelihood.py │ ├── mmd_loss.py │ ├── prd_legacy.py │ ├── prd_score.py │ └── wasserstein.py ├── requirements.txt ├── utils_ema.py └── utils_exp.py ├── data └── toy │ ├── checker_script.py │ ├── img_checkerboard.png │ ├── img_fractal_tree.png │ ├── img_olympic_rings.png │ ├── img_olympic_rings_1.png │ ├── img_olympic_rings_2.png │ ├── img_rings.png │ ├── img_rose.png │ └── olympic_rings_2.svg ├── dlpm ├── NeptuneLogger.py ├── __init__.py ├── configs │ ├── 2d_data.yml │ ├── cifar10.yml │ ├── cifar10_lt.yml │ └── mnist.yml ├── dlpm_experiment.py ├── methods │ ├── GenerativeLevyProcess.py │ ├── LIM │ │ ├── configs │ │ │ ├── bedroom.yml │ │ │ ├── celeba.yml │ │ │ ├── celebaHQ.yml │ │ │ ├── church.yml │ │ │ ├── cifar10_ddpm.yml │ │ │ ├── cifar10_ncsnpp.yml │ │ │ └── cifar10_ncsnpp_deep.yml │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── lsun.py │ │ │ └── vision.py │ │ ├── diffusion.py │ │ ├── evaluate │ │ │ ├── __init__.py │ │ │ ├── fid_score.py │ │ │ ├── inception.py │ │ │ └── likelihood.py │ │ ├── functions │ │ │ ├── loss.py │ │ │ ├── sampler.py │ │ │ └── sde.py │ │ ├── main.py │ │ ├── models │ │ │ ├── ddpm.py │ │ │ ├── ema.py │ │ │ ├── layers.py │ │ │ ├── layerspp.py │ │ │ ├── ncsnpp.py │ │ │ ├── normalization.py │ │ │ └── up_or_down_sampling.py │ │ ├── op │ │ │ ├── __init__.py │ │ │ ├── fused_act.py │ │ │ ├── fused_bias_act.cpp │ │ │ ├── fused_bias_act_kernel.cu │ │ │ ├── upfirdn2d.cpp │ │ │ ├── upfirdn2d.py │ │ │ └── upfirdn2d_kernel.cu │ │ └── torchlevy │ │ │ ├── __init__.py │ │ │ ├── approx_score.py │ │ │ ├── levy.py │ │ │ ├── levy_gaussian.py │ │ │ ├── levy_gaussian_origin.py │ │ │ ├── score_hpo_result.py │ │ │ ├── torch_dictionary.py │ │ │ └── util.py │ ├── __init__.py │ └── dlpm.py └── models │ ├── Deprecated.py │ ├── DiffusionBlocks.py │ ├── Ema.py │ ├── Embeddings.py │ ├── Model.py │ ├── __init__.py │ ├── ddpm.py │ ├── fp16_util.py │ ├── layers.py │ ├── layerspp.py │ ├── ncsnpp copy.py │ ├── ncsnpp.py │ ├── nn.py │ ├── normalization.py │ ├── unet.py │ └── up_or_down_sampling.py ├── eval.py ├── img ├── cifar10_lt_dlpm_1.7.png ├── dlpm_vs_lim_steps.png └── mnist_dlpm_1.7.png ├── run.py └── script_utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/README.md -------------------------------------------------------------------------------- /bem/Experiments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/Experiments.py -------------------------------------------------------------------------------- /bem/GenerationManager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/GenerationManager.py -------------------------------------------------------------------------------- /bem/Logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/Logger.py -------------------------------------------------------------------------------- /bem/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/README.md -------------------------------------------------------------------------------- /bem/TrainingManager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/TrainingManager.py -------------------------------------------------------------------------------- /bem/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /bem/datasets/Data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/Data.py -------------------------------------------------------------------------------- /bem/datasets/Distributions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/Distributions.py -------------------------------------------------------------------------------- /bem/datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/__init__.py -------------------------------------------------------------------------------- /bem/datasets/lsun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/lsun.py -------------------------------------------------------------------------------- /bem/datasets/tinyimagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/tinyimagenet.py -------------------------------------------------------------------------------- /bem/datasets/torchlevy/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/torchlevy/__init__.py -------------------------------------------------------------------------------- /bem/datasets/torchlevy/approx_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/torchlevy/approx_score.py -------------------------------------------------------------------------------- /bem/datasets/torchlevy/levy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/torchlevy/levy.py -------------------------------------------------------------------------------- /bem/datasets/torchlevy/levy_gaussian.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/torchlevy/levy_gaussian.py -------------------------------------------------------------------------------- /bem/datasets/torchlevy/levy_gaussian_origin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/torchlevy/levy_gaussian_origin.py -------------------------------------------------------------------------------- /bem/datasets/torchlevy/score_hpo_result.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/torchlevy/score_hpo_result.py -------------------------------------------------------------------------------- /bem/datasets/torchlevy/torch_dictionary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/torchlevy/torch_dictionary.py -------------------------------------------------------------------------------- /bem/datasets/torchlevy/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/torchlevy/util.py -------------------------------------------------------------------------------- /bem/datasets/vision.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/datasets/vision.py -------------------------------------------------------------------------------- /bem/evaluate/EvaluationManager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/evaluate/EvaluationManager.py -------------------------------------------------------------------------------- /bem/evaluate/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /bem/evaluate/fid_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/evaluate/fid_score.py -------------------------------------------------------------------------------- /bem/evaluate/inception.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/evaluate/inception.py -------------------------------------------------------------------------------- /bem/evaluate/likelihood.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/evaluate/likelihood.py -------------------------------------------------------------------------------- /bem/evaluate/mmd_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/evaluate/mmd_loss.py -------------------------------------------------------------------------------- /bem/evaluate/prd_legacy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/evaluate/prd_legacy.py -------------------------------------------------------------------------------- /bem/evaluate/prd_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/evaluate/prd_score.py -------------------------------------------------------------------------------- /bem/evaluate/wasserstein.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/evaluate/wasserstein.py -------------------------------------------------------------------------------- /bem/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/requirements.txt -------------------------------------------------------------------------------- /bem/utils_ema.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/utils_ema.py -------------------------------------------------------------------------------- /bem/utils_exp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/bem/utils_exp.py -------------------------------------------------------------------------------- /data/toy/checker_script.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/data/toy/checker_script.py -------------------------------------------------------------------------------- /data/toy/img_checkerboard.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/data/toy/img_checkerboard.png -------------------------------------------------------------------------------- /data/toy/img_fractal_tree.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/data/toy/img_fractal_tree.png -------------------------------------------------------------------------------- /data/toy/img_olympic_rings.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/data/toy/img_olympic_rings.png -------------------------------------------------------------------------------- /data/toy/img_olympic_rings_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/data/toy/img_olympic_rings_1.png -------------------------------------------------------------------------------- /data/toy/img_olympic_rings_2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/data/toy/img_olympic_rings_2.png -------------------------------------------------------------------------------- /data/toy/img_rings.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/data/toy/img_rings.png -------------------------------------------------------------------------------- /data/toy/img_rose.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/data/toy/img_rose.png -------------------------------------------------------------------------------- /data/toy/olympic_rings_2.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/data/toy/olympic_rings_2.svg -------------------------------------------------------------------------------- /dlpm/NeptuneLogger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/NeptuneLogger.py -------------------------------------------------------------------------------- /dlpm/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dlpm/configs/2d_data.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/configs/2d_data.yml -------------------------------------------------------------------------------- /dlpm/configs/cifar10.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/configs/cifar10.yml -------------------------------------------------------------------------------- /dlpm/configs/cifar10_lt.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/configs/cifar10_lt.yml -------------------------------------------------------------------------------- /dlpm/configs/mnist.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/configs/mnist.yml -------------------------------------------------------------------------------- /dlpm/dlpm_experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/dlpm_experiment.py -------------------------------------------------------------------------------- /dlpm/methods/GenerativeLevyProcess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/GenerativeLevyProcess.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/configs/bedroom.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/configs/bedroom.yml -------------------------------------------------------------------------------- /dlpm/methods/LIM/configs/celeba.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/configs/celeba.yml -------------------------------------------------------------------------------- /dlpm/methods/LIM/configs/celebaHQ.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/configs/celebaHQ.yml -------------------------------------------------------------------------------- /dlpm/methods/LIM/configs/church.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/configs/church.yml -------------------------------------------------------------------------------- /dlpm/methods/LIM/configs/cifar10_ddpm.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/configs/cifar10_ddpm.yml -------------------------------------------------------------------------------- /dlpm/methods/LIM/configs/cifar10_ncsnpp.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/configs/cifar10_ncsnpp.yml -------------------------------------------------------------------------------- /dlpm/methods/LIM/configs/cifar10_ncsnpp_deep.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/configs/cifar10_ncsnpp_deep.yml -------------------------------------------------------------------------------- /dlpm/methods/LIM/datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/datasets/__init__.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/datasets/lsun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/datasets/lsun.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/datasets/vision.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/datasets/vision.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/diffusion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/diffusion.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/evaluate/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dlpm/methods/LIM/evaluate/fid_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/evaluate/fid_score.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/evaluate/inception.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/evaluate/inception.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/evaluate/likelihood.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/evaluate/likelihood.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/functions/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/functions/loss.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/functions/sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/functions/sampler.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/functions/sde.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/functions/sde.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/main.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/models/ddpm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/models/ddpm.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/models/ema.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/models/ema.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/models/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/models/layers.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/models/layerspp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/models/layerspp.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/models/ncsnpp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/models/ncsnpp.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/models/normalization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/models/normalization.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/models/up_or_down_sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/models/up_or_down_sampling.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/op/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/op/__init__.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/op/fused_act.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/op/fused_act.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/op/fused_bias_act.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/op/fused_bias_act.cpp -------------------------------------------------------------------------------- /dlpm/methods/LIM/op/fused_bias_act_kernel.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/op/fused_bias_act_kernel.cu -------------------------------------------------------------------------------- /dlpm/methods/LIM/op/upfirdn2d.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/op/upfirdn2d.cpp -------------------------------------------------------------------------------- /dlpm/methods/LIM/op/upfirdn2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/op/upfirdn2d.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/op/upfirdn2d_kernel.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/op/upfirdn2d_kernel.cu -------------------------------------------------------------------------------- /dlpm/methods/LIM/torchlevy/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/torchlevy/__init__.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/torchlevy/approx_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/torchlevy/approx_score.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/torchlevy/levy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/torchlevy/levy.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/torchlevy/levy_gaussian.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/torchlevy/levy_gaussian.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/torchlevy/levy_gaussian_origin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/torchlevy/levy_gaussian_origin.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/torchlevy/score_hpo_result.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/torchlevy/score_hpo_result.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/torchlevy/torch_dictionary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/torchlevy/torch_dictionary.py -------------------------------------------------------------------------------- /dlpm/methods/LIM/torchlevy/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/LIM/torchlevy/util.py -------------------------------------------------------------------------------- /dlpm/methods/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dlpm/methods/dlpm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/methods/dlpm.py -------------------------------------------------------------------------------- /dlpm/models/Deprecated.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/Deprecated.py -------------------------------------------------------------------------------- /dlpm/models/DiffusionBlocks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/DiffusionBlocks.py -------------------------------------------------------------------------------- /dlpm/models/Ema.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/Ema.py -------------------------------------------------------------------------------- /dlpm/models/Embeddings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/Embeddings.py -------------------------------------------------------------------------------- /dlpm/models/Model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/Model.py -------------------------------------------------------------------------------- /dlpm/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dlpm/models/ddpm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/ddpm.py -------------------------------------------------------------------------------- /dlpm/models/fp16_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/fp16_util.py -------------------------------------------------------------------------------- /dlpm/models/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/layers.py -------------------------------------------------------------------------------- /dlpm/models/layerspp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/layerspp.py -------------------------------------------------------------------------------- /dlpm/models/ncsnpp copy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/ncsnpp copy.py -------------------------------------------------------------------------------- /dlpm/models/ncsnpp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/ncsnpp.py -------------------------------------------------------------------------------- /dlpm/models/nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/nn.py -------------------------------------------------------------------------------- /dlpm/models/normalization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/normalization.py -------------------------------------------------------------------------------- /dlpm/models/unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/unet.py -------------------------------------------------------------------------------- /dlpm/models/up_or_down_sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/dlpm/models/up_or_down_sampling.py -------------------------------------------------------------------------------- /eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/eval.py -------------------------------------------------------------------------------- /img/cifar10_lt_dlpm_1.7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/img/cifar10_lt_dlpm_1.7.png -------------------------------------------------------------------------------- /img/dlpm_vs_lim_steps.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/img/dlpm_vs_lim_steps.png -------------------------------------------------------------------------------- /img/mnist_dlpm_1.7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/img/mnist_dlpm_1.7.png -------------------------------------------------------------------------------- /run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/run.py -------------------------------------------------------------------------------- /script_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/darioShar/DLPM/HEAD/script_utils.py --------------------------------------------------------------------------------