├── README.md ├── assets └── teaser.png ├── calc_metrics.py ├── calc_metrics_for_dataset.py ├── camera_utils.py ├── dataset_tool.py ├── dnnlib ├── __init__.py └── util.py ├── evaluate.sh ├── gen_samples.py ├── gen_videos.py ├── generate.py ├── generate.sh ├── generate_dataset.py ├── generate_utils.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 ├── metrics_full ├── metrics │ ├── __init__.py │ ├── frechet_inception_distance.py │ ├── frechet_video_distance.py │ ├── inception_score.py │ ├── kernel_inception_distance.py │ ├── metric_main.py │ ├── metric_utils.py │ └── video_inception_score.py └── training │ ├── dataset.py │ └── sampling.py ├── renderer.py ├── requirements.txt ├── 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 ├── train.sh ├── training ├── __init__.py ├── augment.py ├── crosssection_utils.py ├── dataset.py ├── diffaugment.py ├── dual_discriminator.py ├── generator.py ├── loss.py ├── networks.py ├── networks_3d.py ├── networks_stylegan2.py ├── networks_stylegan3.py ├── superresolution.py ├── training_loop.py ├── triplane.py ├── unet2d.py ├── unet3d.py ├── utils.py └── volumetric_rendering │ ├── __init__.py │ 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