├── .gitignore ├── LICENSE ├── README.md ├── ckpts └── .gitkeep ├── config ├── experiments │ ├── class_eyeglasses_celeba64_sn_dpm_ddpm_langevin.cfg │ ├── class_eyeglasses_celebahq256_ddgan_langevin.cfg │ ├── class_old_celeba64_sn_dpm_ddpm_langevin.cfg │ ├── class_old_celebahq256_ddgan_langevin.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_langevin.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_no_trunc_langevin.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_no_trunc_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_no_trunc_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_no_trunc_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_diffusion_stylegan2_no_trunc_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_giraffehd_langevin.cfg │ ├── clip_a_baby_ffhq1024_giraffehd_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_giraffehd_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_giraffehd_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_giraffehd_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_langevin.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_no_trunc_langevin.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_no_trunc_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_no_trunc_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_no_trunc_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_stylegan2_no_trunc_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_langevin.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_no_trunc_langevin.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_no_trunc_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_no_trunc_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_no_trunc_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_styleganxl_no_trunc_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_langevin.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_no_trunc_langevin.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_no_trunc_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_no_trunc_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_no_trunc_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_stylenerf_no_trunc_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_langevin.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_no_trunc_langevin.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_no_trunc_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_no_trunc_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_no_trunc_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_stylesdf_no_trunc_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_styleswin_langevin.cfg │ ├── clip_a_baby_ffhq1024_styleswin_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_styleswin_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_styleswin_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_styleswin_langevin_700.cfg │ ├── clip_a_baby_ffhq1024_styleswin_no_trunc_langevin.cfg │ ├── clip_a_baby_ffhq1024_styleswin_no_trunc_langevin_100.cfg │ ├── clip_a_baby_ffhq1024_styleswin_no_trunc_langevin_1000.cfg │ ├── clip_a_baby_ffhq1024_styleswin_no_trunc_langevin_300.cfg │ ├── clip_a_baby_ffhq1024_styleswin_no_trunc_langevin_700.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_both_langevin.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_both_langevin_100.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_both_langevin_1000.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_both_langevin_300.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_both_langevin_700.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_latent_only_langevin.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_latent_only_langevin_100.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_latent_only_langevin_1000.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_latent_only_langevin_300.cfg │ ├── clip_a_baby_ffhq128_diffae_3step_3step_latent_only_langevin_700.cfg │ ├── clip_a_baby_ffhq256_diffae_10step_10step_both_langevin.cfg │ ├── clip_a_baby_ffhq256_diffae_10step_10step_both_langevin_100.cfg │ ├── clip_a_baby_ffhq256_diffae_10step_10step_both_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_diffae_10step_10step_both_langevin_300.cfg │ ├── clip_a_baby_ffhq256_diffae_10step_10step_both_langevin_700.cfg │ ├── clip_a_baby_ffhq256_diffae_3step_3step_latent_only_langevin.cfg │ ├── clip_a_baby_ffhq256_diffae_3step_3step_latent_only_langevin_100.cfg │ ├── clip_a_baby_ffhq256_diffae_3step_3step_latent_only_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_diffae_3step_3step_latent_only_langevin_300.cfg │ ├── clip_a_baby_ffhq256_diffae_3step_3step_latent_only_langevin_700.cfg │ ├── clip_a_baby_ffhq256_latentdiff_10step_langevin.cfg │ ├── clip_a_baby_ffhq256_latentdiff_10step_langevin_100.cfg │ ├── clip_a_baby_ffhq256_latentdiff_10step_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_latentdiff_10step_langevin_300.cfg │ ├── clip_a_baby_ffhq256_latentdiff_10step_langevin_700.cfg │ ├── clip_a_baby_ffhq256_latentdiff_5step_langevin.cfg │ ├── clip_a_baby_ffhq256_latentdiff_5step_langevin_100.cfg │ ├── clip_a_baby_ffhq256_latentdiff_5step_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_latentdiff_5step_langevin_300.cfg │ ├── clip_a_baby_ffhq256_latentdiff_5step_langevin_700.cfg │ ├── clip_a_baby_ffhq256_nvae_langevin.cfg │ ├── clip_a_baby_ffhq256_nvae_langevin_100.cfg │ ├── clip_a_baby_ffhq256_nvae_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_nvae_langevin_300.cfg │ ├── clip_a_baby_ffhq256_nvae_langevin_700.cfg │ ├── clip_a_baby_ffhq256_styleganxl_langevin.cfg │ ├── clip_a_baby_ffhq256_styleganxl_langevin_100.cfg │ ├── clip_a_baby_ffhq256_styleganxl_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_styleganxl_langevin_300.cfg │ ├── clip_a_baby_ffhq256_styleganxl_langevin_700.cfg │ ├── clip_a_baby_ffhq256_stylenerf_langevin.cfg │ ├── clip_a_baby_ffhq256_stylenerf_langevin_100.cfg │ ├── clip_a_baby_ffhq256_stylenerf_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_stylenerf_langevin_300.cfg │ ├── clip_a_baby_ffhq256_stylenerf_langevin_700.cfg │ ├── clip_a_baby_ffhq256_stylenerf_no_trunc_langevin.cfg │ ├── clip_a_baby_ffhq256_stylenerf_no_trunc_langevin_100.cfg │ ├── clip_a_baby_ffhq256_stylenerf_no_trunc_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_stylenerf_no_trunc_langevin_300.cfg │ ├── clip_a_baby_ffhq256_stylenerf_no_trunc_langevin_700.cfg │ ├── clip_a_baby_ffhq256_styleswin_langevin.cfg │ ├── clip_a_baby_ffhq256_styleswin_langevin_100.cfg │ ├── clip_a_baby_ffhq256_styleswin_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_styleswin_langevin_300.cfg │ ├── clip_a_baby_ffhq256_styleswin_langevin_700.cfg │ ├── clip_a_baby_ffhq256_styleswin_no_trunc_langevin.cfg │ ├── clip_a_baby_ffhq256_styleswin_no_trunc_langevin_100.cfg │ ├── clip_a_baby_ffhq256_styleswin_no_trunc_langevin_1000.cfg │ ├── clip_a_baby_ffhq256_styleswin_no_trunc_langevin_300.cfg │ ├── clip_a_baby_ffhq256_styleswin_no_trunc_langevin_700.cfg │ ├── clip_a_baby_ffhq512_eg3d_langevin.cfg │ ├── clip_a_baby_ffhq512_eg3d_langevin_100.cfg │ ├── clip_a_baby_ffhq512_eg3d_langevin_1000.cfg │ ├── clip_a_baby_ffhq512_eg3d_langevin_300.cfg │ ├── clip_a_baby_ffhq512_eg3d_langevin_700.cfg │ ├── clip_a_baby_ffhq512_eg3d_no_trunc_langevin.cfg │ ├── clip_a_baby_ffhq512_eg3d_no_trunc_langevin_100.cfg │ ├── clip_a_baby_ffhq512_eg3d_no_trunc_langevin_1000.cfg │ ├── clip_a_baby_ffhq512_eg3d_no_trunc_langevin_300.cfg │ ├── clip_a_baby_ffhq512_eg3d_no_trunc_langevin_700.cfg │ ├── clip_a_baby_ffhq512_styleganxl_langevin.cfg │ ├── clip_a_baby_ffhq512_styleganxl_langevin_100.cfg │ ├── clip_a_baby_ffhq512_styleganxl_langevin_1000.cfg │ ├── clip_a_baby_ffhq512_styleganxl_langevin_300.cfg │ ├── clip_a_baby_ffhq512_styleganxl_langevin_700.cfg │ ├── clip_a_baby_ffhq512_stylenerf_langevin.cfg │ ├── clip_a_baby_ffhq512_stylenerf_langevin_100.cfg │ ├── clip_a_baby_ffhq512_stylenerf_langevin_1000.cfg │ ├── clip_a_baby_ffhq512_stylenerf_langevin_300.cfg │ ├── clip_a_baby_ffhq512_stylenerf_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_diffusion_stylegan2_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_giraffehd_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_giraffehd_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_giraffehd_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_giraffehd_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_giraffehd_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylegan2_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleganxl_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylenerf_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_stylesdf_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq1024_styleswin_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_both_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_both_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_both_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_both_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_both_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_latent_only_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_latent_only_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_latent_only_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_latent_only_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq128_diffae_3step_3step_latent_only_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_10step_10step_both_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_10step_10step_both_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_10step_10step_both_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_10step_10step_both_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_10step_10step_both_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_3step_3step_latent_only_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_3step_3step_latent_only_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_3step_3step_latent_only_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_3step_3step_latent_only_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_diffae_3step_3step_latent_only_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_10step_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_10step_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_10step_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_10step_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_10step_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_5step_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_5step_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_5step_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_5step_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_latentdiff_5step_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_nvae_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_nvae_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_nvae_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_nvae_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_nvae_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleganxl_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleganxl_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleganxl_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleganxl_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleganxl_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_stylenerf_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq256_styleswin_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_eg3d_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_styleganxl_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_styleganxl_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_styleganxl_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_styleganxl_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_styleganxl_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_stylenerf_langevin.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_stylenerf_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_stylenerf_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_stylenerf_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_and_a_yellow_hat_ffhq512_stylenerf_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_diffusion_stylegan2_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_giraffehd_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_giraffehd_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_giraffehd_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_giraffehd_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_giraffehd_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylegan2_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleganxl_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylenerf_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_stylesdf_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq1024_styleswin_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_both_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_both_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_both_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_both_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_both_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_latent_only_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_latent_only_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_latent_only_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_latent_only_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq128_diffae_3step_3step_latent_only_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_10step_10step_both_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_10step_10step_both_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_10step_10step_both_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_10step_10step_both_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_10step_10step_both_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_3step_3step_latent_only_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_3step_3step_latent_only_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_3step_3step_latent_only_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_3step_3step_latent_only_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_diffae_3step_3step_latent_only_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_10step_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_10step_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_10step_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_10step_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_10step_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_5step_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_5step_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_5step_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_5step_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_latentdiff_5step_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_nvae_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_nvae_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_nvae_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_nvae_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_nvae_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleganxl_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleganxl_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleganxl_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleganxl_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleganxl_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_stylenerf_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq256_styleswin_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_no_trunc_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_no_trunc_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_no_trunc_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_no_trunc_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_eg3d_no_trunc_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_styleganxl_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_styleganxl_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_styleganxl_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_styleganxl_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_styleganxl_langevin_700.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_stylenerf_langevin.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_stylenerf_langevin_100.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_stylenerf_langevin_1000.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_stylenerf_langevin_300.cfg │ ├── clip_a_person_with_eyeglasses_ffhq512_stylenerf_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_langevin.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_no_trunc_langevin.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_no_trunc_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_no_trunc_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_no_trunc_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_diffusion_stylegan2_no_trunc_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_giraffehd_langevin.cfg │ ├── clip_an_old_person_ffhq1024_giraffehd_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_giraffehd_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_giraffehd_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_giraffehd_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_langevin.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_no_trunc_langevin.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_no_trunc_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_no_trunc_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_no_trunc_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_stylegan2_no_trunc_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_langevin.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_no_trunc_langevin.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_no_trunc_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_no_trunc_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_no_trunc_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_styleganxl_no_trunc_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_langevin.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_no_trunc_langevin.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_no_trunc_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_no_trunc_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_no_trunc_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_stylenerf_no_trunc_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_langevin.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_no_trunc_langevin.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_no_trunc_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_no_trunc_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_no_trunc_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_stylesdf_no_trunc_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_langevin.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_langevin_700.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_no_trunc_langevin.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_no_trunc_langevin_100.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_no_trunc_langevin_1000.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_no_trunc_langevin_300.cfg │ ├── clip_an_old_person_ffhq1024_styleswin_no_trunc_langevin_700.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_both_langevin.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_both_langevin_100.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_both_langevin_1000.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_both_langevin_300.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_both_langevin_700.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_latent_only_langevin.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_latent_only_langevin_100.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_latent_only_langevin_1000.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_latent_only_langevin_300.cfg │ ├── clip_an_old_person_ffhq128_diffae_3step_3step_latent_only_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_diffae_10step_10step_both_langevin.cfg │ ├── clip_an_old_person_ffhq256_diffae_10step_10step_both_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_diffae_10step_10step_both_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_diffae_10step_10step_both_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_diffae_10step_10step_both_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_diffae_3step_3step_latent_only_langevin.cfg │ ├── clip_an_old_person_ffhq256_diffae_3step_3step_latent_only_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_diffae_3step_3step_latent_only_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_diffae_3step_3step_latent_only_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_diffae_3step_3step_latent_only_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_10step_langevin.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_10step_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_10step_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_10step_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_10step_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_5step_langevin.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_5step_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_5step_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_5step_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_latentdiff_5step_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_nvae_langevin.cfg │ ├── clip_an_old_person_ffhq256_nvae_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_nvae_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_nvae_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_nvae_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_styleganxl_langevin.cfg │ ├── clip_an_old_person_ffhq256_styleganxl_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_styleganxl_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_styleganxl_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_styleganxl_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_langevin.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_no_trunc_langevin.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_no_trunc_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_no_trunc_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_no_trunc_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_stylenerf_no_trunc_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_styleswin_langevin.cfg │ ├── clip_an_old_person_ffhq256_styleswin_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_styleswin_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_styleswin_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_styleswin_langevin_700.cfg │ ├── clip_an_old_person_ffhq256_styleswin_no_trunc_langevin.cfg │ ├── clip_an_old_person_ffhq256_styleswin_no_trunc_langevin_100.cfg │ ├── clip_an_old_person_ffhq256_styleswin_no_trunc_langevin_1000.cfg │ ├── clip_an_old_person_ffhq256_styleswin_no_trunc_langevin_300.cfg │ ├── clip_an_old_person_ffhq256_styleswin_no_trunc_langevin_700.cfg │ ├── clip_an_old_person_ffhq512_eg3d_langevin.cfg │ ├── clip_an_old_person_ffhq512_eg3d_langevin_100.cfg │ ├── clip_an_old_person_ffhq512_eg3d_langevin_1000.cfg │ ├── clip_an_old_person_ffhq512_eg3d_langevin_300.cfg │ ├── clip_an_old_person_ffhq512_eg3d_langevin_700.cfg │ ├── clip_an_old_person_ffhq512_eg3d_no_trunc_langevin.cfg │ ├── clip_an_old_person_ffhq512_eg3d_no_trunc_langevin_100.cfg │ ├── clip_an_old_person_ffhq512_eg3d_no_trunc_langevin_1000.cfg │ ├── clip_an_old_person_ffhq512_eg3d_no_trunc_langevin_300.cfg │ ├── clip_an_old_person_ffhq512_eg3d_no_trunc_langevin_700.cfg │ ├── clip_an_old_person_ffhq512_styleganxl_langevin.cfg │ ├── clip_an_old_person_ffhq512_styleganxl_langevin_100.cfg │ ├── clip_an_old_person_ffhq512_styleganxl_langevin_1000.cfg │ ├── clip_an_old_person_ffhq512_styleganxl_langevin_300.cfg │ ├── clip_an_old_person_ffhq512_styleganxl_langevin_700.cfg │ ├── clip_an_old_person_ffhq512_stylenerf_langevin.cfg │ ├── clip_an_old_person_ffhq512_stylenerf_langevin_100.cfg │ ├── clip_an_old_person_ffhq512_stylenerf_langevin_1000.cfg │ ├── clip_an_old_person_ffhq512_stylenerf_langevin_300.cfg │ ├── clip_an_old_person_ffhq512_stylenerf_langevin_700.cfg │ ├── recon_id_00001_celebahq256_ddgan_langevin.cfg │ ├── recon_id_00001_ffhq1024_giraffehd_langevin.cfg │ ├── recon_id_00001_ffhq1024_stylegan2_langevin.cfg │ ├── recon_id_00001_ffhq1024_styleganxl_langevin.cfg │ ├── recon_id_00001_ffhq128_diffae_3steps_3steps_both_langevin.cfg │ ├── recon_id_00001_ffhq128_diffae_3steps_3steps_latent_only_langevin.cfg │ ├── recon_id_00001_ffhq256_diffae_10steps_10steps_both_langevin.cfg │ ├── recon_id_00001_ffhq256_diffae_3steps_3steps_both_langevin.cfg │ ├── recon_id_00001_ffhq256_diffae_3steps_3steps_latent_only_langevin.cfg │ ├── recon_id_00001_ffhq256_latentdiff_langevin.cfg │ ├── recon_id_00001_ffhq512_eg3d_langevin.cfg │ ├── recon_id_00002_celebahq256_ddgan_langevin.cfg │ ├── recon_id_00002_ffhq1024_giraffehd_langevin.cfg │ ├── recon_id_00002_ffhq1024_stylegan2_langevin.cfg │ ├── recon_id_00002_ffhq1024_styleganxl_langevin.cfg │ ├── recon_id_00002_ffhq256_diffae_10steps_10steps_both_langevin.cfg │ ├── recon_id_00002_ffhq256_latentdiff_langevin.cfg │ ├── recon_id_00002_ffhq512_eg3d_langevin.cfg │ ├── recon_id_00015_celebahq256_ddgan_langevin.cfg │ ├── recon_id_00015_ffhq1024_giraffehd_langevin.cfg │ ├── recon_id_00015_ffhq1024_stylegan2_langevin.cfg │ ├── recon_id_00015_ffhq1024_styleganxl_langevin.cfg │ ├── recon_id_00015_ffhq256_diffae_10steps_10steps_both_langevin.cfg │ ├── recon_id_00015_ffhq256_latentdiff_langevin.cfg │ ├── recon_id_00015_ffhq512_eg3d_langevin.cfg │ ├── recon_id_00018_celebahq256_ddgan_langevin.cfg │ ├── recon_id_00018_ffhq1024_giraffehd_langevin.cfg │ ├── recon_id_00018_ffhq1024_stylegan2_langevin.cfg │ ├── recon_id_00018_ffhq1024_styleganxl_langevin.cfg │ ├── recon_id_00018_ffhq256_diffae_10steps_10steps_both_langevin.cfg │ ├── recon_id_00018_ffhq256_latentdiff_langevin.cfg │ └── recon_id_00018_ffhq512_eg3d_langevin.cfg ├── generate │ └── stylegan2.cfg └── tasks │ ├── class_coverage.cfg │ ├── clip_coverage.cfg │ └── id.cfg ├── data └── images1024x1024 │ ├── 00001.png │ ├── 00002.png │ ├── 00015.png │ └── 00018.png ├── docs ├── convert.png ├── ids.png ├── models.png └── samples.png ├── environment.yml ├── evaluation ├── __init__.py ├── clip_coverage.py ├── example.py ├── multi_task.py └── utils.py ├── generate.py ├── main.py ├── model ├── __init__.py ├── energy │ ├── __init__.py │ ├── class_condition.py │ ├── clip_guide.py │ ├── get_energy.py │ ├── id_single.py │ ├── prior_z.py │ └── utils │ │ ├── __init__.py │ │ └── text_templates.py ├── gan_wrapper │ ├── __init__.py │ ├── ddgan_wrapper.py │ ├── diffae_wrapper.py │ ├── diffusion_stylegan2_wrapper.py │ ├── eg3d_wrapper.py │ ├── extended_adpm_wrapper.py │ ├── get_gan_wrapper.py │ ├── giraffehd_wrapper.py │ ├── latentdiff_wrapper.py │ ├── nvae_wrapper_trunc.py │ ├── stylegan2_wrapper.py │ ├── styleganxl_wrapper.py │ ├── stylenerf_wrapper.py │ ├── stylesdf_wrapper.py │ └── styleswin_wrapper.py ├── langevin_dynamics.py ├── lib │ ├── __init__.py │ ├── celeba │ │ ├── __init__.py │ │ └── classifier.py │ ├── ddgan │ │ ├── EMA.py │ │ ├── LICENSE │ │ ├── score_sde │ │ │ ├── LICENSE_Apache │ │ │ ├── __init__.py │ │ │ ├── models │ │ │ │ ├── LICENSE_MIT │ │ │ │ ├── __init__.py │ │ │ │ ├── dense_layer.py │ │ │ │ ├── discriminator.py │ │ │ │ ├── layers.py │ │ │ │ ├── layerspp.py │ │ │ │ ├── ncsnpp_generator_adagn.py │ │ │ │ ├── up_or_down_sampling.py │ │ │ │ └── utils.py │ │ │ └── op │ │ │ │ ├── LICENSE_MIT │ │ │ │ ├── __init__.py │ │ │ │ ├── fused_act.py │ │ │ │ ├── fused_bias_act.cpp │ │ │ │ ├── fused_bias_act_kernel.cu │ │ │ │ ├── upfirdn2d.cpp │ │ │ │ ├── upfirdn2d.py │ │ │ │ └── upfirdn2d_kernel.cu │ │ └── test_ddgan.py │ ├── diffae │ │ ├── choices.py │ │ ├── config.py │ │ ├── config_base.py │ │ ├── diffusion │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── diffusion.py │ │ │ └── resample.py │ │ ├── dist_utils.py │ │ ├── experiment.py │ │ ├── model │ │ │ ├── __init__.py │ │ │ ├── blocks.py │ │ │ ├── latentnet.py │ │ │ ├── nn.py │ │ │ ├── unet.py │ │ │ └── unet_autoenc.py │ │ ├── renderer.py │ │ ├── templates.py │ │ └── templates_latent.py │ ├── diffaug │ │ ├── DiffAugment_pytorch.py │ │ └── __init__.py │ ├── diffusion_stylegan │ │ ├── dnnlib │ │ │ ├── __init__.py │ │ │ └── util.py │ │ ├── legacy.py │ │ ├── torch_utils │ │ │ ├── __init__.py │ │ │ ├── custom_ops.py │ │ │ ├── misc.py │ │ │ ├── ops │ │ │ │ ├── __init__.py │ │ │ │ ├── bias_act.cpp │ │ │ │ ├── bias_act.cu │ │ │ │ ├── bias_act.h │ │ │ │ ├── bias_act.py │ │ │ │ ├── conv2d_gradfix.py │ │ │ │ ├── conv2d_resample.py │ │ │ │ ├── fma.py │ │ │ │ ├── grid_sample_gradfix.py │ │ │ │ ├── upfirdn2d.cpp │ │ │ │ ├── upfirdn2d.cu │ │ │ │ ├── upfirdn2d.h │ │ │ │ └── upfirdn2d.py │ │ │ ├── persistence.py │ │ │ └── training_stats.py │ │ └── training │ │ │ ├── __init__.py │ │ │ ├── adaaug.py │ │ │ ├── diffaug.py │ │ │ ├── diffusion.py │ │ │ └── networks.py │ ├── eg3d │ │ ├── calc_metrics.py │ │ ├── camera_utils.py │ │ ├── dataset_tool.py │ │ ├── dnnlib │ │ │ ├── __init__.py │ │ │ └── util.py │ │ ├── gen_samples.py │ │ ├── gen_videos.py │ │ ├── gui_utils │ │ │ ├── __init__.py │ │ │ ├── gl_utils.py │ │ │ ├── glfw_window.py │ │ │ ├── imgui_utils.py │ │ │ ├── imgui_window.py │ │ │ └── text_utils.py │ │ ├── legacy.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── equivariance.py │ │ │ ├── frechet_inception_distance.py │ │ │ ├── inception_score.py │ │ │ ├── kernel_inception_distance.py │ │ │ ├── metric_main.py │ │ │ ├── metric_utils.py │ │ │ ├── perceptual_path_length.py │ │ │ └── precision_recall.py │ │ ├── shape_utils.py │ │ ├── torch_utils │ │ │ ├── __init__.py │ │ │ ├── custom_ops.py │ │ │ ├── misc.py │ │ │ ├── ops │ │ │ │ ├── __init__.py │ │ │ │ ├── bias_act.cpp │ │ │ │ ├── bias_act.cu │ │ │ │ ├── bias_act.h │ │ │ │ ├── bias_act.py │ │ │ │ ├── conv2d_gradfix.py │ │ │ │ ├── conv2d_resample.py │ │ │ │ ├── filtered_lrelu.cpp │ │ │ │ ├── filtered_lrelu.cu │ │ │ │ ├── filtered_lrelu.h │ │ │ │ ├── filtered_lrelu.py │ │ │ │ ├── filtered_lrelu_ns.cu │ │ │ │ ├── filtered_lrelu_rd.cu │ │ │ │ ├── filtered_lrelu_wr.cu │ │ │ │ ├── fma.py │ │ │ │ ├── grid_sample_gradfix.py │ │ │ │ ├── upfirdn2d.cpp │ │ │ │ ├── upfirdn2d.cu │ │ │ │ ├── upfirdn2d.h │ │ │ │ └── upfirdn2d.py │ │ │ ├── persistence.py │ │ │ └── training_stats.py │ │ ├── train.py │ │ ├── training │ │ │ ├── __init__.py │ │ │ ├── augment.py │ │ │ ├── crosssection_utils.py │ │ │ ├── dataset.py │ │ │ ├── dual_discriminator.py │ │ │ ├── loss.py │ │ │ ├── networks_stylegan2.py │ │ │ ├── networks_stylegan3.py │ │ │ ├── superresolution.py │ │ │ ├── training_loop.py │ │ │ ├── triplane.py │ │ │ └── volumetric_rendering │ │ │ │ ├── __init__.py │ │ │ │ ├── math_utils.py │ │ │ │ ├── ray_marcher.py │ │ │ │ ├── ray_sampler.py │ │ │ │ └── renderer.py │ │ ├── visualizer.py │ │ └── viz │ │ │ ├── __init__.py │ │ │ ├── backbone_cache_widget.py │ │ │ ├── capture_widget.py │ │ │ ├── conditioning_pose_widget.py │ │ │ ├── latent_widget.py │ │ │ ├── layer_widget.py │ │ │ ├── performance_widget.py │ │ │ ├── pickle_widget.py │ │ │ ├── pose_widget.py │ │ │ ├── render_depth_sample_widget.py │ │ │ ├── render_type_widget.py │ │ │ ├── renderer.py │ │ │ ├── stylemix_widget.py │ │ │ ├── trunc_noise_widget.py │ │ │ └── zoom_widget.py │ ├── extended_adpm │ │ ├── README.md │ │ ├── configs │ │ │ ├── celeba64 │ │ │ │ ├── __init__.py │ │ │ │ ├── evaluate.py │ │ │ │ ├── models.py │ │ │ │ └── train.py │ │ │ ├── cifar10 │ │ │ │ ├── __init__.py │ │ │ │ ├── evaluate.py │ │ │ │ ├── models.py │ │ │ │ └── train.py │ │ │ ├── default.py │ │ │ ├── imagenet64 │ │ │ │ ├── __init__.py │ │ │ │ ├── evaluate.py │ │ │ │ ├── models.py │ │ │ │ └── train.py │ │ │ └── lsun │ │ │ │ ├── __init__.py │ │ │ │ ├── evaluate.py │ │ │ │ ├── models.py │ │ │ │ └── train.py │ │ ├── core │ │ │ ├── __init__.py │ │ │ ├── criterions │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ └── ddpm.py │ │ │ ├── diffusion │ │ │ │ ├── __init__.py │ │ │ │ ├── dtdpm.py │ │ │ │ ├── likelihood.py │ │ │ │ ├── sample.py │ │ │ │ ├── schedule.py │ │ │ │ ├── sde.py │ │ │ │ ├── trajectory.py │ │ │ │ ├── utils.py │ │ │ │ └── wrapper.py │ │ │ ├── evaluate │ │ │ │ ├── __init__.py │ │ │ │ ├── sample.py │ │ │ │ └── score.py │ │ │ ├── func │ │ │ │ ├── __init__.py │ │ │ │ ├── differential.py │ │ │ │ └── functions.py │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── clip_grad.py │ │ │ │ ├── compatible.py │ │ │ │ ├── device_utils.py │ │ │ │ ├── diagnose.py │ │ │ │ ├── ema.py │ │ │ │ └── managers.py │ │ ├── interface │ │ │ ├── datasets │ │ │ │ ├── __init__.py │ │ │ │ ├── celeba.py │ │ │ │ ├── cifar10.py │ │ │ │ ├── dataset_factory.py │ │ │ │ ├── imagenet64.py │ │ │ │ ├── lsun │ │ │ │ │ ├── lsun.py │ │ │ │ │ └── vision.py │ │ │ │ ├── lsun_bedroom.py │ │ │ │ ├── mnist.py │ │ │ │ └── utils.py │ │ │ ├── evaluators │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── dtdpm_evaluator.py │ │ │ │ ├── sde_evaluator.py │ │ │ │ └── utils.py │ │ │ ├── runner │ │ │ │ ├── __init__.py │ │ │ │ ├── fit.py │ │ │ │ ├── runner.py │ │ │ │ └── timing.py │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── ckpt.py │ │ │ │ ├── config_utils.py │ │ │ │ ├── interact.py │ │ │ │ └── reproducibility.py │ │ ├── libs │ │ │ ├── __init__.py │ │ │ ├── ddpm │ │ │ │ ├── __init__.py │ │ │ │ ├── customized.py │ │ │ │ └── model.py │ │ │ ├── iddpm │ │ │ │ ├── __init__.py │ │ │ │ ├── customized.py │ │ │ │ ├── fp16_util.py │ │ │ │ ├── nn.py │ │ │ │ └── unet.py │ │ │ └── score_sde │ │ │ │ ├── __init__.py │ │ │ │ ├── customized.py │ │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── ddpm.py │ │ │ │ ├── ema.py │ │ │ │ ├── layers.py │ │ │ │ ├── layerspp.py │ │ │ │ ├── ncsnpp.py │ │ │ │ ├── ncsnv2.py │ │ │ │ ├── normalization.py │ │ │ │ ├── up_or_down_sampling.py │ │ │ │ └── utils.py │ │ │ │ └── op │ │ │ │ ├── __init__.py │ │ │ │ ├── fused_act.py │ │ │ │ ├── fused_bias_act.cpp │ │ │ │ ├── fused_bias_act_kernel.cu │ │ │ │ ├── upfirdn2d.cpp │ │ │ │ ├── upfirdn2d.py │ │ │ │ └── upfirdn2d_kernel.cu │ │ ├── misc.py │ │ ├── run_eval.py │ │ ├── run_train.py │ │ └── tools │ │ │ ├── fid_score.py │ │ │ └── inception.py │ ├── giraffe_hd │ │ ├── camera.py │ │ ├── common.py │ │ ├── environment.yml │ │ ├── model.py │ │ └── op │ │ │ ├── __init__.py │ │ │ ├── conv2d_gradfix.py │ │ │ ├── fused_act.py │ │ │ ├── fused_bias_act.cpp │ │ │ ├── fused_bias_act_kernel.cu │ │ │ ├── upfirdn2d.cpp │ │ │ ├── upfirdn2d.py │ │ │ └── upfirdn2d_kernel.cu │ ├── id_recognition │ │ ├── __init__.py │ │ ├── helpers.py │ │ └── model_irse.py │ ├── latentdiff │ │ ├── LICENSE │ │ ├── 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 │ │ ├── data │ │ │ ├── imagenet_clsidx_to_label.txt │ │ │ ├── imagenet_train_hr_indices.p │ │ │ ├── imagenet_val_hr_indices.p │ │ │ └── index_synset.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 │ │ │ │ │ └── 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 │ │ ├── sample_diffusion.py │ │ └── txt2img.py │ ├── nvae │ │ ├── LICENSE │ │ ├── distributions.py │ │ ├── evaluate.py │ │ ├── model.py │ │ ├── neural_ar_operations.py │ │ ├── neural_operations.py │ │ ├── thirdparty │ │ │ ├── LICENSE_apache │ │ │ ├── __init__.py │ │ │ ├── adamax.py │ │ │ ├── functions.py │ │ │ ├── inplaced_sync_batchnorm.py │ │ │ └── swish.py │ │ └── utils.py │ ├── stylegan2 │ │ ├── __init__.py │ │ ├── op │ │ │ ├── __init__.py │ │ │ ├── conv2d_gradfix.py │ │ │ ├── fused_act.py │ │ │ ├── fused_bias_act.cpp │ │ │ ├── fused_bias_act_kernel.cu │ │ │ ├── upfirdn2d.cpp │ │ │ ├── upfirdn2d.py │ │ │ └── upfirdn2d_kernel.cu │ │ └── sg2_model.py │ ├── stylegan_xl │ │ ├── dnnlib │ │ │ ├── __init__.py │ │ │ └── util.py │ │ ├── feature_networks │ │ │ ├── clip │ │ │ │ ├── __init__.py │ │ │ │ ├── bpe_simple_vocab_16e6.txt.gz │ │ │ │ ├── clip.py │ │ │ │ ├── model.py │ │ │ │ └── simple_tokenizer.py │ │ │ ├── constants.py │ │ │ ├── pretrained_builder.py │ │ │ └── vit.py │ │ ├── in_embeddings │ │ │ └── tf_efficientnet_lite0.pkl │ │ ├── legacy.py │ │ ├── pg_modules │ │ │ ├── blocks.py │ │ │ ├── discriminator.py │ │ │ └── projector.py │ │ ├── torch_utils │ │ │ ├── __init__.py │ │ │ ├── custom_ops.py │ │ │ ├── gen_utils.py │ │ │ ├── misc.py │ │ │ ├── ops │ │ │ │ ├── __init__.py │ │ │ │ ├── bias_act.cpp │ │ │ │ ├── bias_act.cu │ │ │ │ ├── bias_act.h │ │ │ │ ├── bias_act.py │ │ │ │ ├── conv2d_gradfix.py │ │ │ │ ├── conv2d_resample.py │ │ │ │ ├── filtered_lrelu.cpp │ │ │ │ ├── filtered_lrelu.cu │ │ │ │ ├── filtered_lrelu.h │ │ │ │ ├── filtered_lrelu.py │ │ │ │ ├── filtered_lrelu_ns.cu │ │ │ │ ├── filtered_lrelu_rd.cu │ │ │ │ ├── filtered_lrelu_wr.cu │ │ │ │ ├── fma.py │ │ │ │ ├── grid_sample_gradfix.py │ │ │ │ ├── upfirdn2d.cpp │ │ │ │ ├── upfirdn2d.cu │ │ │ │ ├── upfirdn2d.h │ │ │ │ └── upfirdn2d.py │ │ │ ├── persistence.py │ │ │ └── utils_spectrum.py │ │ └── training │ │ │ ├── __init__.py │ │ │ ├── diffaug.py │ │ │ ├── networks_stylegan2.py │ │ │ └── networks_stylegan3_resetting.py │ ├── stylenerf │ │ ├── LICENSE.txt │ │ ├── dnnlib │ │ │ ├── __init__.py │ │ │ ├── camera.py │ │ │ ├── filters.py │ │ │ ├── geometry.py │ │ │ └── util.py │ │ ├── launcher.py │ │ ├── legacy.py │ │ ├── renderer.py │ │ ├── torch_utils │ │ │ ├── __init__.py │ │ │ ├── custom_ops.py │ │ │ ├── distributed_utils.py │ │ │ ├── misc.py │ │ │ ├── ops │ │ │ │ ├── __init__.py │ │ │ │ ├── bias_act.cpp │ │ │ │ ├── bias_act.cu │ │ │ │ ├── bias_act.h │ │ │ │ ├── bias_act.py │ │ │ │ ├── conv2d_gradfix.py │ │ │ │ ├── conv2d_resample.py │ │ │ │ ├── filtered_lrelu.cpp │ │ │ │ ├── filtered_lrelu.cu │ │ │ │ ├── filtered_lrelu.h │ │ │ │ ├── filtered_lrelu.py │ │ │ │ ├── filtered_lrelu_ns.cu │ │ │ │ ├── filtered_lrelu_rd.cu │ │ │ │ ├── filtered_lrelu_wr.cu │ │ │ │ ├── fma.py │ │ │ │ ├── grid_sample_gradfix.py │ │ │ │ ├── hash_sample.cpp │ │ │ │ ├── hash_sample.cu │ │ │ │ ├── hash_sample.h │ │ │ │ ├── hash_sample.py │ │ │ │ ├── nerf_utils.cu │ │ │ │ ├── nerf_utils.py │ │ │ │ ├── upfirdn2d.cpp │ │ │ │ ├── upfirdn2d.cu │ │ │ │ ├── upfirdn2d.h │ │ │ │ ├── upfirdn2d.py │ │ │ │ └── utils.h │ │ │ ├── persistence.py │ │ │ └── training_stats.py │ │ ├── training │ │ │ ├── __init__.py │ │ │ ├── augment.py │ │ │ ├── data_utils.py │ │ │ ├── dataset.py │ │ │ ├── facial_recognition │ │ │ │ ├── __init__.py │ │ │ │ ├── helpers.py │ │ │ │ └── model_irse.py │ │ │ ├── networks.py │ │ │ └── stylenerf.py │ │ ├── visualizer.py │ │ └── viz │ │ │ ├── __init__.py │ │ │ ├── camera_widget.py │ │ │ ├── capture_widget.py │ │ │ ├── equivariance_widget.py │ │ │ ├── latent_widget.py │ │ │ ├── layer_widget.py │ │ │ ├── performance_widget.py │ │ │ ├── pickle_widget.py │ │ │ ├── renderer.py │ │ │ ├── stylemix_widget.py │ │ │ └── trunc_noise_widget.py │ ├── stylesdf │ │ ├── LICENSE │ │ ├── generate_shapes_and_images.py │ │ ├── losses.py │ │ ├── model.py │ │ ├── op │ │ │ ├── __init__.py │ │ │ ├── fused_act.py │ │ │ ├── fused_bias_act.cpp │ │ │ ├── fused_bias_act_kernel.cu │ │ │ ├── upfirdn2d.cpp │ │ │ ├── upfirdn2d.py │ │ │ └── upfirdn2d_kernel.cu │ │ ├── options.py │ │ ├── utils.py │ │ └── volume_renderer.py │ └── styleswin │ │ ├── LICENSE │ │ ├── models │ │ ├── basic_layers.py │ │ ├── discriminator.py │ │ └── generator.py │ │ ├── op │ │ ├── __init__.py │ │ ├── fused_act.py │ │ ├── fused_bias_act.cpp │ │ ├── fused_bias_act_kernel.cu │ │ ├── upfirdn2d.cpp │ │ ├── upfirdn2d.py │ │ └── upfirdn2d_kernel.cu │ │ └── utils │ │ ├── CRDiffAug.py │ │ └── distributed.py └── model_utils.py ├── preprocess ├── __init__.py ├── empty_256.py ├── empty_small_eval.py └── to_model.py ├── raw_data ├── __init__.py └── empty.py ├── trainer ├── __init__.py └── trainer.py ├── utils ├── __init__.py ├── config_utils.py ├── dist_utils.py ├── file_utils.py ├── program_utils.py └── training_arguments.py └── visualization ├── __init__.py ├── single_image.py └── single_image_8.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ChenWu98/unified-generative-zoo/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ChenWu98/unified-generative-zoo/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ChenWu98/unified-generative-zoo/HEAD/README.md -------------------------------------------------------------------------------- /ckpts/.gitkeep: -------------------------------------------------------------------------------- 1 | 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