├── .gitignore ├── GMeshDiffusion ├── diffusion_configs │ ├── config_lower_occgrid_normalized.py │ └── config_upper_occgrid_normalized.py ├── lib │ ├── dataset │ │ ├── gshell_dataset.py │ │ └── gshell_dataset_aug.py │ └── diffusion │ │ ├── evaler.py │ │ ├── likelihood.py │ │ ├── losses.py │ │ ├── models │ │ ├── __init__.py │ │ ├── ema.py │ │ ├── functional.py │ │ ├── layers.py │ │ ├── normalization.py │ │ ├── unet3d_occgrid.py │ │ └── utils.py │ │ ├── sampling.py │ │ ├── sde_lib.py │ │ ├── trainer.py │ │ ├── trainer_ddp.py │ │ └── utils.py ├── main_diffusion.py ├── main_diffusion_ddp.py ├── metadata │ ├── get_splits_lower.py │ ├── get_splits_upper.py │ ├── save_tet_info.py │ └── tet_to_cubic_grid_dataset.py └── scripts │ ├── run_eval_lower_occgrid_normalized.sh │ ├── run_eval_upper_occgrid_normalized.sh │ ├── run_lower_occgrid_normalized_ddp.sh │ └── run_upper_occgrid_normalized_ddp.sh ├── README.md ├── assets ├── gshell_logo.png └── teaser.png ├── configs ├── deepfashion_mc.json ├── deepfashion_mc_256.json ├── deepfashion_mc_512.json ├── deepfashion_mc_80.json ├── nerf_chair.json ├── polycam_mc.json ├── polycam_mc_128.json └── polycam_mc_16samples.json ├── data └── tets │ └── generate_tets.py ├── dataset ├── __init__.py ├── dataset.py ├── dataset_deepfashion.py ├── dataset_deepfashion_testset.py ├── dataset_llff.py ├── dataset_mesh.py ├── dataset_nerf.py └── dataset_nerf_colmap.py ├── denoiser └── denoiser.py ├── eval_gmeshdiffusion_generated_samples.py ├── geometry ├── embedding.py ├── flexicubes_table.py ├── gshell_flexicubes.py ├── gshell_flexicubes_geometry.py ├── gshell_tets.py ├── gshell_tets_geometry.py └── mlp.py ├── render ├── light.py ├── material.py ├── mesh.py ├── mlptexture.py ├── obj.py ├── optixutils │ ├── __init__.py │ ├── c_src │ │ ├── accessor.h │ │ ├── bsdf.h │ │ ├── common.h │ │ ├── denoising.cu │ │ ├── denoising.h │ │ ├── envsampling │ │ │ ├── kernel.cu │ │ │ └── params.h │ │ ├── math_utils.h │ │ ├── optix_wrapper.cpp │ │ ├── optix_wrapper.h │ │ └── torch_bindings.cpp │ ├── include │ │ ├── internal │ │ │ ├── optix_7_device_impl.h │ │ │ ├── optix_7_device_impl_exception.h │ │ │ └── optix_7_device_impl_transformations.h │ │ ├── optix.h │ │ ├── optix_7_device.h │ │ ├── optix_7_host.h │ │ ├── optix_7_types.h │ │ ├── optix_denoiser_tiling.h │ │ ├── optix_device.h │ │ ├── optix_function_table.h │ │ ├── optix_function_table_definition.h │ │ ├── optix_host.h │ │ ├── optix_stack_size.h │ │ ├── optix_stubs.h │ │ └── optix_types.h │ ├── ops.py │ └── tests │ │ └── filter_test.py ├── regularizer.py ├── render.py ├── renderutils │ ├── __init__.py │ ├── bsdf.py │ ├── c_src │ │ ├── bsdf.cu │ │ ├── bsdf.h │ │ ├── common.cpp │ │ ├── common.h │ │ ├── cubemap.cu │ │ ├── cubemap.h │ │ ├── loss.cu │ │ ├── loss.h │ │ ├── mesh.cu │ │ ├── mesh.h │ │ ├── normal.cu │ │ ├── normal.h │ │ ├── tensor.h │ │ ├── torch_bindings.cpp │ │ ├── vec3f.h │ │ └── vec4f.h │ ├── loss.py │ ├── ops.py │ └── tests │ │ ├── test_bsdf.py │ │ ├── test_loss.py │ │ ├── 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