├── Readme.md ├── configs ├── base_options.py ├── infer_options.py ├── test_options.py └── train_options.py ├── dataloaders ├── base_dataset.py ├── filenames │ ├── diode_indoors_val │ │ ├── diode_indoors.txt │ │ └── prepare_lists.py │ ├── hypersim │ │ ├── hypersim_test.txt │ │ └── prepare_lists.py │ ├── ibims │ │ ├── ibims.txt │ │ └── prepare_lists.py │ ├── kitti_eigen_split │ │ ├── eigen_test_files_with_gt.txt │ │ ├── eigen_train_files_with_gt.txt │ │ └── old │ │ │ ├── test_list.txt │ │ │ └── train_list.txt │ ├── nyudepthv2 │ │ ├── test_list.txt │ │ └── train_list.txt │ ├── sunrgbd │ │ ├── make_test_split.py │ │ ├── prepare_lists.py │ │ ├── sunrgbd.txt │ │ ├── sunrgbd_pixelformer.txt │ │ └── test_split.py │ ├── vkitti │ │ ├── all_data.txt │ │ ├── test_list.txt │ │ └── train_list.txt │ └── vkitti2 │ │ └── test_list.txt ├── imagepath.py ├── kitti.py ├── kitti_val.py ├── nyudepthv2.py ├── vkitti.py └── vkitti2.py ├── ldm ├── __pycache__ │ └── util.cpython-311.pyc ├── data │ ├── __init__.py │ ├── base.py │ ├── imagenet.py │ └── lsun.py ├── lr_scheduler.py ├── models │ ├── __pycache__ │ │ └── autoencoder.cpython-311.pyc │ ├── autoencoder.py │ └── diffusion │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── ddim.cpython-311.pyc │ │ └── ddpm.cpython-311.pyc │ │ ├── classifier.py │ │ ├── ddim.py │ │ ├── ddpm.py │ │ ├── dpm_solver │ │ ├── __init__.py │ │ ├── dpm_solver.py │ │ └── sampler.py │ │ └── plms.py ├── modules │ ├── __pycache__ │ │ ├── attention.cpython-311.pyc │ │ ├── ema.cpython-311.pyc │ │ └── x_transformer.cpython-311.pyc │ ├── attention.py │ ├── diffusionmodules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── model.cpython-311.pyc │ │ │ ├── openaimodel.cpython-311.pyc │ │ │ └── util.cpython-311.pyc │ │ ├── model.py │ │ ├── openaimodel.py │ │ └── util.py │ ├── distributions │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── distributions.cpython-311.pyc │ │ └── distributions.py │ ├── ema.py │ ├── encoders │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── modules.cpython-311.pyc │ │ └── modules.py │ ├── image_degradation │ │ ├── __init__.py │ │ ├── bsrgan.py │ │ ├── bsrgan_light.py │ │ └── utils_image.py │ ├── losses │ │ ├── __init__.py │ │ ├── contperceptual.py │ │ └── vqperceptual.py │ └── x_transformer.py └── util.py ├── models ├── checkpoint.py ├── model.py ├── optimizer.py └── utils.py ├── modules ├── blocks.py ├── depth_update.py ├── models.py └── xformer_decoder.py ├── requirements.yml ├── stable-diffusion ├── LICENSE ├── README.md ├── Stable_Diffusion_v1_Model_Card.md ├── configs │ ├── autoencoder │ │ ├── autoencoder_kl_16x16x16.yaml │ │ ├── autoencoder_kl_32x32x4.yaml │ │ ├── autoencoder_kl_64x64x3.yaml │ │ └── autoencoder_kl_8x8x64.yaml │ ├── latent-diffusion │ │ ├── celebahq-ldm-vq-4.yaml │ │ ├── cin-ldm-vq-f8.yaml │ │ ├── cin256-v2.yaml │ │ ├── ffhq-ldm-vq-4.yaml │ │ ├── lsun_bedrooms-ldm-vq-4.yaml │ │ ├── lsun_churches-ldm-kl-8.yaml │ │ └── txt2img-1p4B-eval.yaml │ ├── retrieval-augmented-diffusion │ │ └── 768x768.yaml │ └── stable-diffusion │ │ └── v1-inference.yaml ├── data │ ├── DejaVuSans.ttf │ ├── example_conditioning │ │ ├── superresolution │ │ │ └── sample_0.jpg │ │ └── text_conditional │ │ │ └── sample_0.txt │ ├── imagenet_clsidx_to_label.txt │ ├── imagenet_train_hr_indices.p │ ├── imagenet_val_hr_indices.p │ ├── index_synset.yaml │ └── inpainting_examples │ │ ├── 6458524847_2f4c361183_k.png │ │ ├── 6458524847_2f4c361183_k_mask.png │ │ ├── 8399166846_f6fb4e4b8e_k.png │ │ ├── 8399166846_f6fb4e4b8e_k_mask.png │ │ ├── alex-iby-G_Pk4D9rMLs.png │ │ ├── alex-iby-G_Pk4D9rMLs_mask.png │ │ ├── bench2.png │ │ ├── bench2_mask.png │ │ ├── bertrand-gabioud-CpuFzIsHYJ0.png │ │ ├── bertrand-gabioud-CpuFzIsHYJ0_mask.png │ │ ├── billow926-12-Wc-Zgx6Y.png │ │ ├── billow926-12-Wc-Zgx6Y_mask.png │ │ ├── overture-creations-5sI6fQgYIuo.png │ │ ├── overture-creations-5sI6fQgYIuo_mask.png │ │ ├── photo-1583445095369-9c651e7e5d34.png │ │ └── photo-1583445095369-9c651e7e5d34_mask.png ├── environment.yaml ├── ldm │ ├── data │ │ ├── __init__.py │ │ ├── base.py │ │ ├── imagenet.py │ │ └── lsun.py │ ├── lr_scheduler.py │ ├── models │ │ ├── autoencoder.py │ │ └── diffusion │ │ │ ├── __init__.py │ │ │ ├── classifier.py │ │ │ ├── ddim.py │ │ │ ├── ddpm.py │ │ │ ├── dpm_solver │ │ │ ├── __init__.py │ │ │ ├── dpm_solver.py │ │ │ └── sampler.py │ │ │ └── plms.py │ ├── modules │ │ ├── attention.py │ │ ├── diffusionmodules │ │ │ ├── __init__.py │ │ │ ├── model.py │ │ │ ├── openaimodel.py │ │ │ └── util.py │ │ ├── distributions │ │ │ ├── __init__.py │ │ │ └── distributions.py │ │ ├── ema.py │ │ ├── encoders │ │ │ ├── __init__.py │ │ │ └── modules.py │ │ ├── image_degradation │ │ │ ├── __init__.py │ │ │ ├── bsrgan.py │ │ │ ├── bsrgan_light.py │ │ │ ├── utils │ │ │ │ └── test.png │ │ │ └── utils_image.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── contperceptual.py │ │ │ └── vqperceptual.py │ │ └── x_transformer.py │ └── util.py ├── main.py ├── models │ ├── first_stage_models │ │ ├── kl-f16 │ │ │ └── config.yaml │ │ ├── kl-f32 │ │ │ └── config.yaml │ │ ├── kl-f4 │ │ │ └── config.yaml │ │ ├── kl-f8 │ │ │ └── config.yaml │ │ ├── vq-f16 │ │ │ └── config.yaml │ │ ├── vq-f4-noattn │ │ │ └── config.yaml │ │ ├── vq-f4 │ │ │ └── config.yaml │ │ ├── vq-f8-n256 │ │ │ └── config.yaml │ │ └── vq-f8 │ │ │ └── config.yaml │ └── ldm │ │ ├── bsr_sr │ │ └── config.yaml │ │ ├── celeba256 │ │ └── config.yaml │ │ ├── cin256 │ │ └── config.yaml │ │ ├── ffhq256 │ │ └── config.yaml │ │ ├── inpainting_big │ │ └── config.yaml │ │ ├── layout2img-openimages256 │ │ └── config.yaml │ │ ├── lsun_beds256 │ │ └── config.yaml │ │ ├── lsun_churches256 │ │ └── config.yaml │ │ ├── semantic_synthesis256 │ │ └── config.yaml │ │ ├── semantic_synthesis512 │ │ └── config.yaml │ │ └── text2img256 │ │ └── config.yaml ├── notebook_helpers.py ├── scripts │ ├── 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