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@@ -57,3 +57,17 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+bww_stairs/meshes/pointcloud.ply filter=lfs diff=lfs merge=lfs -text
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+cute_bridge/meshes/pointcloud.ply filter=lfs diff=lfs merge=lfs -text
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+home_night/meshes/pointcloud.ply filter=lfs diff=lfs merge=lfs -text
+home_night/splatfacto/splat.ply filter=lfs diff=lfs merge=lfs -text
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+long_stairs/splatfacto/splat.ply filter=lfs diff=lfs merge=lfs -text
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+ryokan_bridge/splatfacto/splat.ply filter=lfs diff=lfs merge=lfs -text
+washington/meshes/pointcloud.ply filter=lfs diff=lfs merge=lfs -text
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bww_stairs/splatfacto/config.yml

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+!!python/object:nerfstudio.engine.trainer.TrainerConfig
+_target: !!python/name:nerfstudio.engine.trainer.Trainer ''
+data: null
+experiment_name: ''
+gradient_accumulation_steps: {}
+load_checkpoint: null
+load_config: null
+load_dir: null
+load_scheduler: true
+load_step: null
+log_gradients: false
+logging: !!python/object:nerfstudio.configs.base_config.LoggingConfig
+  local_writer: !!python/object:nerfstudio.configs.base_config.LocalWriterConfig
+    _target: !!python/name:nerfstudio.utils.writer.LocalWriter ''
+    enable: true
+    max_log_size: 10
+    stats_to_track: !!python/tuple
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Train Iter (time)
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Train Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Test PSNR
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Vis Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Test Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - ETA (time)
+  max_buffer_size: 20
+  profiler: basic
+  relative_log_dir: !!python/object/apply:pathlib.PosixPath []
+  steps_per_log: 10
+machine: !!python/object:nerfstudio.configs.base_config.MachineConfig
+  device_type: cuda
+  dist_url: auto
+  machine_rank: 0
+  num_devices: 1
+  num_machines: 1
+  seed: 42
+max_num_iterations: 30000
+method_name: splatfacto
+mixed_precision: false
+optimizers:
+  bilateral_grid:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: &id001 !!python/name:torch.optim.adam.Adam ''
+      eps: 1.0e-15
+      lr: 0.001
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: &id002 !!python/name:nerfstudio.engine.schedulers.ExponentialDecayScheduler ''
+      lr_final: 0.0001
+      lr_pre_warmup: 0
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 1000
+  camera_opt:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 5.0e-05
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 1.0e-06
+      lr_pre_warmup: 0
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 3000
+  features_dc:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.0025
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  features_rest:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.000125
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  field_background_base:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.0002
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  field_background_encoder:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.0001
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  field_background_rest:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.0001
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 1.0e-05
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  means:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.00015
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 8.0e-07
+      lr_pre_warmup: 1.0e-08
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 0
+  opacities:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.05
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  quats:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.001
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  scales:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.001
+      lr_pre_warmup: 1.0e-08
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 0
+output_dir: !!python/object/apply:pathlib.PosixPath
+- /
+- home
+- root-desktop
+- ULI_DATA
+- bww_stairs
+pipeline: !!python/object:nerfstudio.pipelines.base_pipeline.VanillaPipelineConfig
+  _target: !!python/name:nerfstudio.pipelines.base_pipeline.VanillaPipeline ''
+  datamanager: !!python/object:nerfstudio.data.datamanagers.full_images_datamanager.FullImageDatamanagerConfig
+    _target: !!python/object/apply:_operator.getitem
+    - !!python/name:nerfstudio.data.datamanagers.full_images_datamanager.FullImageDatamanager ''
+    - !!python/name:nerfstudio.data.datasets.depth_dataset.DepthDataset ''
+    cache_compressed_images: true
+    cache_images: cpu
+    cache_images_type: uint8
+    camera_res_scale_factor: 1.0
+    data: null
+    dataloader_num_workers: 4
+    dataparser: !!python/object:nerfstudio.data.dataparsers.nerfstudio_dataparser.NerfstudioDataParserConfig
+      _target: !!python/name:nerfstudio.data.dataparsers.nerfstudio_dataparser.Nerfstudio ''
+      auto_scale_poses: true
+      center_method: poses
+      data: !!python/object/apply:pathlib.PosixPath
+      - /
+      - home
+      - root-desktop
+      - ULI_DATA
+      - bww_stairs
+      depth_unit_scale_factor: 0.001
+      downscale_factor: null
+      eval_interval: 8
+      eval_mode: fraction
+      load_3D_points: true
+      mask_color: null
+      orientation_method: up
+      scale_factor: 1.0
+      scene_scale: 1.0
+      train_split_fraction: 1.0
+    eval_num_images_to_sample_from: -1
+    eval_num_times_to_repeat_images: -1
+    fps_reset_every: 100
+    images_on_gpu: false
+    masks_on_gpu: false
+    max_thread_workers: null
+    prefetch_factor: 4
+    train_cameras_sampling_seed: 42
+    train_cameras_sampling_strategy: random
+  model: !!python/object:nerfstudio.models.splatfacto.SplatfactoModelConfig
+    _target: !!python/name:nerfstudio.models.splatfacto.SplatfactoModel ''
+    background_color: random
+    camera_optimizer: !!python/object:nerfstudio.cameras.camera_optimizers.CameraOptimizerConfig
+      _target: !!python/name:nerfstudio.cameras.camera_optimizers.CameraOptimizer ''
+      mode: SO3xR3
+      optimizer: null
+      rot_l2_penalty: 0.001
+      scheduler: null
+      trans_l2_penalty: 0.01
+    collider_params:
+      far_plane: 6.0
+      near_plane: 2.0
+    color_corrected_metrics: false
+    cull_alpha_thresh: 0.005
+    cull_scale_thresh: 0.5
+    cull_screen_size: 0.15
+    densify_grad_thresh: 0.0006
+    densify_size_thresh: 0.001
+    enable_bg_model: false
+    enable_collider: true
+    eval_num_rays_per_chunk: 4096
+    grid_shape: !!python/tuple
+    - 16
+    - 16
+    - 8
+    loss_coefficients:
+      rgb_loss_coarse: 1.0
+      rgb_loss_fine: 1.0
+    max_gauss_ratio: 10.0
+    max_gs_num: 1500000
+    mcmc_opacity_reg: 0.01
+    mcmc_scale_reg: 0.01
+    n_split_samples: 2
+    noise_lr: 500000.0
+    num_downscales: 2
+    num_random: 100000
+    output_depth_during_training: true
+    prompt: null
+    random_init: false
+    random_scale: 20.0
+    rasterize_mode: antialiased
+    refine_every: 100
+    reset_alpha_every: 30
+    resolution_schedule: 3000
+    sh_degree: 3
+    sh_degree_interval: 1000
+    split_screen_size: 0.05
+    ssim_lambda: 0.2
+    stop_screen_size_at: 4000
+    stop_split_at: 25000
+    strategy: mcmc
+    use_absgrad: true
+    use_bilateral_grid: true
+    use_scale_regularization: true
+    warmup_length: 400
+project_name: nerfstudio-project
+prompt: null
+relative_model_dir: !!python/object/apply:pathlib.PosixPath
+- nerfstudio_models
+save_only_latest_checkpoint: true
+start_paused: false
+steps_per_eval_all_images: 1000
+steps_per_eval_batch: 0
+steps_per_eval_image: 100
+steps_per_save: 2000
+timestamp: ''
+use_grad_scaler: false
+viewer: !!python/object:nerfstudio.configs.base_config.ViewerConfig
+  camera_frustum_scale: 0.1
+  default_composite_depth: true
+  image_format: jpeg
+  jpeg_quality: 75
+  make_share_url: false
+  max_num_display_images: 512
+  num_rays_per_chunk: 32768
+  quit_on_train_completion: true
+  relative_log_filename: viewer_log_filename.txt
+  websocket_host: 0.0.0.0
+  websocket_port: null
+  websocket_port_default: 7007
+vis: viewer

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cute_bridge/splatfacto/config.yml

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+!!python/object:nerfstudio.engine.trainer.TrainerConfig
+_target: !!python/name:nerfstudio.engine.trainer.Trainer ''
+data: null
+experiment_name: ''
+gradient_accumulation_steps: {}
+load_checkpoint: null
+load_config: null
+load_dir: null
+load_scheduler: true
+load_step: null
+log_gradients: false
+logging: !!python/object:nerfstudio.configs.base_config.LoggingConfig
+  local_writer: !!python/object:nerfstudio.configs.base_config.LocalWriterConfig
+    _target: !!python/name:nerfstudio.utils.writer.LocalWriter ''
+    enable: true
+    max_log_size: 10
+    stats_to_track: !!python/tuple
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Train Iter (time)
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Train Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Test PSNR
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Vis Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Test Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - ETA (time)
+  max_buffer_size: 20
+  profiler: basic
+  relative_log_dir: !!python/object/apply:pathlib.PosixPath []
+  steps_per_log: 10
+machine: !!python/object:nerfstudio.configs.base_config.MachineConfig
+  device_type: cuda
+  dist_url: auto
+  machine_rank: 0
+  num_devices: 1
+  num_machines: 1
+  seed: 42
+max_num_iterations: 30000
+method_name: splatfacto
+mixed_precision: false
+optimizers:
+  bilateral_grid:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: &id001 !!python/name:torch.optim.adam.Adam ''
+      eps: 1.0e-15
+      lr: 0.001
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: &id002 !!python/name:nerfstudio.engine.schedulers.ExponentialDecayScheduler ''
+      lr_final: 0.0001
+      lr_pre_warmup: 0
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 1000
+  camera_opt:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 5.0e-05
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 1.0e-06
+      lr_pre_warmup: 0
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 3000
+  features_dc:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.0025
+      max_norm: null
+      weight_decay: 0
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+  features_rest:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.000125
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  field_background_base:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.0002
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  field_background_encoder:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.0001
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  field_background_rest:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.0001
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 1.0e-05
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  means:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.00015
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 8.0e-07
+      lr_pre_warmup: 1.0e-08
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 0
+  opacities:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.05
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  quats:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.001
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  scales:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.001
+      lr_pre_warmup: 1.0e-08
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 0
+output_dir: !!python/object/apply:pathlib.PosixPath
+- /
+- home
+- root-desktop
+- ULI_DATA
+- cute_bridge
+pipeline: !!python/object:nerfstudio.pipelines.base_pipeline.VanillaPipelineConfig
+  _target: !!python/name:nerfstudio.pipelines.base_pipeline.VanillaPipeline ''
+  datamanager: !!python/object:nerfstudio.data.datamanagers.full_images_datamanager.FullImageDatamanagerConfig
+    _target: !!python/object/apply:_operator.getitem
+    - !!python/name:nerfstudio.data.datamanagers.full_images_datamanager.FullImageDatamanager ''
+    - !!python/name:nerfstudio.data.datasets.depth_dataset.DepthDataset ''
+    cache_compressed_images: true
+    cache_images: cpu
+    cache_images_type: uint8
+    camera_res_scale_factor: 1.0
+    data: null
+    dataloader_num_workers: 4
+    dataparser: !!python/object:nerfstudio.data.dataparsers.nerfstudio_dataparser.NerfstudioDataParserConfig
+      _target: !!python/name:nerfstudio.data.dataparsers.nerfstudio_dataparser.Nerfstudio ''
+      auto_scale_poses: true
+      center_method: poses
+      data: !!python/object/apply:pathlib.PosixPath
+      - /
+      - home
+      - root-desktop
+      - ULI_DATA
+      - cute_bridge
+      depth_unit_scale_factor: 1.0
+      downscale_factor: null
+      eval_interval: 8
+      eval_mode: fraction
+      load_3D_points: true
+      mask_color: null
+      orientation_method: up
+      scale_factor: 1.0
+      scene_scale: 1.0
+      train_split_fraction: 1.0
+    eval_num_images_to_sample_from: -1
+    eval_num_times_to_repeat_images: -1
+    fps_reset_every: 100
+    images_on_gpu: false
+    masks_on_gpu: false
+    max_thread_workers: null
+    prefetch_factor: 4
+    train_cameras_sampling_seed: 42
+    train_cameras_sampling_strategy: random
+  model: !!python/object:nerfstudio.models.splatfacto.SplatfactoModelConfig
+    _target: !!python/name:nerfstudio.models.splatfacto.SplatfactoModel ''
+    background_color: random
+    camera_optimizer: !!python/object:nerfstudio.cameras.camera_optimizers.CameraOptimizerConfig
+      _target: !!python/name:nerfstudio.cameras.camera_optimizers.CameraOptimizer ''
+      mode: SO3xR3
+      optimizer: null
+      rot_l2_penalty: 0.001
+      scheduler: null
+      trans_l2_penalty: 0.01
+    collider_params:
+      far_plane: 6.0
+      near_plane: 2.0
+    color_corrected_metrics: false
+    cull_alpha_thresh: 0.005
+    cull_scale_thresh: 0.5
+    cull_screen_size: 0.15
+    densify_grad_thresh: 0.0006
+    densify_size_thresh: 0.001
+    enable_bg_model: false
+    enable_collider: true
+    eval_num_rays_per_chunk: 4096
+    grid_shape: !!python/tuple
+    - 16
+    - 16
+    - 8
+    loss_coefficients:
+      rgb_loss_coarse: 1.0
+      rgb_loss_fine: 1.0
+    max_gauss_ratio: 10.0
+    max_gs_num: 1500000
+    mcmc_opacity_reg: 0.01
+    mcmc_scale_reg: 0.01
+    n_split_samples: 2
+    noise_lr: 500000.0
+    num_downscales: 2
+    num_random: 100000
+    output_depth_during_training: true
+    prompt: null
+    random_init: false
+    random_scale: 20.0
+    rasterize_mode: antialiased
+    refine_every: 100
+    reset_alpha_every: 30
+    resolution_schedule: 3000
+    sh_degree: 3
+    sh_degree_interval: 1000
+    split_screen_size: 0.05
+    ssim_lambda: 0.2
+    stop_screen_size_at: 4000
+    stop_split_at: 25000
+    strategy: mcmc
+    use_absgrad: true
+    use_bilateral_grid: true
+    use_scale_regularization: true
+    warmup_length: 400
+project_name: nerfstudio-project
+prompt: null
+relative_model_dir: !!python/object/apply:pathlib.PosixPath
+- nerfstudio_models
+save_only_latest_checkpoint: true
+start_paused: false
+steps_per_eval_all_images: 1000
+steps_per_eval_batch: 0
+steps_per_eval_image: 100
+steps_per_save: 2000
+timestamp: ''
+use_grad_scaler: false
+viewer: !!python/object:nerfstudio.configs.base_config.ViewerConfig
+  camera_frustum_scale: 0.1
+  default_composite_depth: true
+  image_format: jpeg
+  jpeg_quality: 75
+  make_share_url: false
+  max_num_display_images: 512
+  num_rays_per_chunk: 32768
+  quit_on_train_completion: true
+  relative_log_filename: viewer_log_filename.txt
+  websocket_host: 0.0.0.0
+  websocket_port: null
+  websocket_port_default: 7007
+vis: viewer

cute_bridge/splatfacto/dataparser_transforms.json

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+    "scale": 0.1006236003921397
+}

cute_bridge/splatfacto/splat.json

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+}

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grace_cathedral/splatfacto/config.yml

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+!!python/object:nerfstudio.engine.trainer.TrainerConfig
+_target: !!python/name:nerfstudio.engine.trainer.Trainer ''
+data: null
+experiment_name: ''
+gradient_accumulation_steps: {}
+load_checkpoint: null
+load_config: null
+load_dir: null
+load_scheduler: true
+load_step: null
+log_gradients: false
+logging: !!python/object:nerfstudio.configs.base_config.LoggingConfig
+  local_writer: !!python/object:nerfstudio.configs.base_config.LocalWriterConfig
+    _target: !!python/name:nerfstudio.utils.writer.LocalWriter ''
+    enable: true
+    max_log_size: 10
+    stats_to_track: !!python/tuple
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Train Iter (time)
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Train Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Test PSNR
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Vis Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Test Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - ETA (time)
+  max_buffer_size: 20
+  profiler: basic
+  relative_log_dir: !!python/object/apply:pathlib.PosixPath []
+  steps_per_log: 10
+machine: !!python/object:nerfstudio.configs.base_config.MachineConfig
+  device_type: cuda
+  dist_url: auto
+  machine_rank: 0
+  num_devices: 1
+  num_machines: 1
+  seed: 42
+max_num_iterations: 30000
+method_name: splatfacto
+mixed_precision: false
+optimizers:
+  bilateral_grid:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: &id001 !!python/name:torch.optim.adam.Adam ''
+      eps: 1.0e-15
+      lr: 0.001
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: &id002 !!python/name:nerfstudio.engine.schedulers.ExponentialDecayScheduler ''
+      lr_final: 0.0001
+      lr_pre_warmup: 0
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 1000
+  camera_opt:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 5.0e-05
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 1.0e-06
+      lr_pre_warmup: 0
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 3000
+  features_dc:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.0025
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  features_rest:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.000125
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  field_background_base:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.0002
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  field_background_encoder:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.0001
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  field_background_rest:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.0001
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 1.0e-05
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  means:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.00015
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 8.0e-07
+      lr_pre_warmup: 1.0e-08
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 0
+  opacities:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.05
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  quats:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.001
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  scales:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.001
+      lr_pre_warmup: 1.0e-08
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 0
+output_dir: !!python/object/apply:pathlib.PosixPath
+- /
+- home
+- root-desktop
+- ULI_DATA
+- apartment_to_grace
+- processed_data
+pipeline: !!python/object:nerfstudio.pipelines.base_pipeline.VanillaPipelineConfig
+  _target: !!python/name:nerfstudio.pipelines.base_pipeline.VanillaPipeline ''
+  datamanager: !!python/object:nerfstudio.data.datamanagers.full_images_datamanager.FullImageDatamanagerConfig
+    _target: !!python/object/apply:_operator.getitem
+    - !!python/name:nerfstudio.data.datamanagers.full_images_datamanager.FullImageDatamanager ''
+    - !!python/name:nerfstudio.data.datasets.depth_dataset.DepthDataset ''
+    cache_compressed_images: true
+    cache_images: cpu
+    cache_images_type: uint8
+    camera_res_scale_factor: 1.0
+    data: null
+    dataloader_num_workers: 4
+    dataparser: !!python/object:nerfstudio.data.dataparsers.nerfstudio_dataparser.NerfstudioDataParserConfig
+      _target: !!python/name:nerfstudio.data.dataparsers.nerfstudio_dataparser.Nerfstudio ''
+      auto_scale_poses: true
+      center_method: poses
+      data: !!python/object/apply:pathlib.PosixPath
+      - /
+      - home
+      - root-desktop
+      - ULI_DATA
+      - apartment_to_grace
+      - processed_data
+      depth_unit_scale_factor: 1.0
+      downscale_factor: null
+      eval_interval: 8
+      eval_mode: fraction
+      load_3D_points: true
+      mask_color: null
+      orientation_method: up
+      scale_factor: 1.0
+      scene_scale: 1.0
+      train_split_fraction: 1.0
+    eval_num_images_to_sample_from: -1
+    eval_num_times_to_repeat_images: -1
+    fps_reset_every: 100
+    images_on_gpu: false
+    masks_on_gpu: false
+    max_thread_workers: null
+    prefetch_factor: 4
+    train_cameras_sampling_seed: 42
+    train_cameras_sampling_strategy: random
+  model: !!python/object:nerfstudio.models.splatfacto.SplatfactoModelConfig
+    _target: !!python/name:nerfstudio.models.splatfacto.SplatfactoModel ''
+    background_color: random
+    camera_optimizer: !!python/object:nerfstudio.cameras.camera_optimizers.CameraOptimizerConfig
+      _target: !!python/name:nerfstudio.cameras.camera_optimizers.CameraOptimizer ''
+      mode: SO3xR3
+      optimizer: null
+      rot_l2_penalty: 0.001
+      scheduler: null
+      trans_l2_penalty: 0.01
+    collider_params:
+      far_plane: 6.0
+      near_plane: 2.0
+    color_corrected_metrics: false
+    cull_alpha_thresh: 0.005
+    cull_scale_thresh: 0.5
+    cull_screen_size: 0.15
+    densify_grad_thresh: 0.0006
+    densify_size_thresh: 0.001
+    enable_bg_model: false
+    enable_collider: true
+    eval_num_rays_per_chunk: 4096
+    grid_shape: !!python/tuple
+    - 16
+    - 16
+    - 8
+    loss_coefficients:
+      rgb_loss_coarse: 1.0
+      rgb_loss_fine: 1.0
+    max_gauss_ratio: 10.0
+    max_gs_num: 1500000
+    mcmc_opacity_reg: 0.01
+    mcmc_scale_reg: 0.01
+    n_split_samples: 2
+    noise_lr: 500000.0
+    num_downscales: 2
+    num_random: 100000
+    output_depth_during_training: true
+    prompt: null
+    random_init: false
+    random_scale: 20.0
+    rasterize_mode: antialiased
+    refine_every: 100
+    reset_alpha_every: 30
+    resolution_schedule: 3000
+    sh_degree: 3
+    sh_degree_interval: 1000
+    split_screen_size: 0.05
+    ssim_lambda: 0.2
+    stop_screen_size_at: 4000
+    stop_split_at: 25000
+    strategy: mcmc
+    use_absgrad: true
+    use_bilateral_grid: true
+    use_scale_regularization: true
+    warmup_length: 400
+project_name: nerfstudio-project
+prompt: null
+relative_model_dir: !!python/object/apply:pathlib.PosixPath
+- nerfstudio_models
+save_only_latest_checkpoint: true
+start_paused: false
+steps_per_eval_all_images: 1000
+steps_per_eval_batch: 0
+steps_per_eval_image: 100
+steps_per_save: 2000
+timestamp: ''
+use_grad_scaler: false
+viewer: !!python/object:nerfstudio.configs.base_config.ViewerConfig
+  camera_frustum_scale: 0.1
+  default_composite_depth: true
+  image_format: jpeg
+  jpeg_quality: 75
+  make_share_url: false
+  max_num_display_images: 512
+  num_rays_per_chunk: 32768
+  quit_on_train_completion: true
+  relative_log_filename: viewer_log_filename.txt
+  websocket_host: 0.0.0.0
+  websocket_port: null
+  websocket_port_default: 7007
+vis: viewer

grace_cathedral/splatfacto/dataparser_transforms.json

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+!!python/object:nerfstudio.engine.trainer.TrainerConfig
+_target: !!python/name:nerfstudio.engine.trainer.Trainer ''
+data: null
+experiment_name: ''
+gradient_accumulation_steps: {}
+load_checkpoint: null
+load_config: null
+load_dir: null
+load_scheduler: true
+load_step: null
+log_gradients: false
+logging: !!python/object:nerfstudio.configs.base_config.LoggingConfig
+  local_writer: !!python/object:nerfstudio.configs.base_config.LocalWriterConfig
+    _target: !!python/name:nerfstudio.utils.writer.LocalWriter ''
+    enable: true
+    max_log_size: 10
+    stats_to_track: !!python/tuple
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Train Iter (time)
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Train Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Test PSNR
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Vis Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - Test Rays / Sec
+    - !!python/object/apply:nerfstudio.utils.writer.EventName
+      - ETA (time)
+  max_buffer_size: 20
+  profiler: basic
+  relative_log_dir: !!python/object/apply:pathlib.PosixPath []
+  steps_per_log: 10
+machine: !!python/object:nerfstudio.configs.base_config.MachineConfig
+  device_type: cuda
+  dist_url: auto
+  machine_rank: 0
+  num_devices: 1
+  num_machines: 1
+  seed: 42
+max_num_iterations: 30000
+method_name: splatfacto
+mixed_precision: false
+optimizers:
+  bilateral_grid:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: &id001 !!python/name:torch.optim.adam.Adam ''
+      eps: 1.0e-15
+      lr: 0.001
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: &id002 !!python/name:nerfstudio.engine.schedulers.ExponentialDecayScheduler ''
+      lr_final: 0.0001
+      lr_pre_warmup: 0
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 1000
+  camera_opt:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 5.0e-05
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 1.0e-06
+      lr_pre_warmup: 0
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 3000
+  features_dc:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.0025
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  features_rest:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.000125
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  field_background_base:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.0002
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  field_background_encoder:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.0001
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  field_background_rest:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.0001
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 1.0e-05
+      lr_pre_warmup: 1.0e-08
+      max_steps: 15000
+      ramp: cosine
+      warmup_steps: 0
+  means:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.00015
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 8.0e-07
+      lr_pre_warmup: 1.0e-08
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 0
+  opacities:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.05
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  quats:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.001
+      max_norm: null
+      weight_decay: 0
+    scheduler: null
+  scales:
+    optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
+      _target: *id001
+      eps: 1.0e-15
+      lr: 0.002
+      max_norm: null
+      weight_decay: 0
+    scheduler: !!python/object:nerfstudio.engine.schedulers.ExponentialDecaySchedulerConfig
+      _target: *id002
+      lr_final: 0.001
+      lr_pre_warmup: 1.0e-08
+      max_steps: 30000
+      ramp: cosine
+      warmup_steps: 0
+output_dir: !!python/object/apply:pathlib.PosixPath
+- /
+- home
+- root-desktop
+- ULI_DATA
+- home_night
+pipeline: !!python/object:nerfstudio.pipelines.base_pipeline.VanillaPipelineConfig
+  _target: !!python/name:nerfstudio.pipelines.base_pipeline.VanillaPipeline ''
+  datamanager: !!python/object:nerfstudio.data.datamanagers.full_images_datamanager.FullImageDatamanagerConfig
+    _target: !!python/object/apply:_operator.getitem
+    - !!python/name:nerfstudio.data.datamanagers.full_images_datamanager.FullImageDatamanager ''
+    - !!python/name:nerfstudio.data.datasets.depth_dataset.DepthDataset ''
+    cache_compressed_images: true
+    cache_images: cpu
+    cache_images_type: uint8
+    camera_res_scale_factor: 1.0
+    data: null
+    dataloader_num_workers: 4
+    dataparser: !!python/object:nerfstudio.data.dataparsers.nerfstudio_dataparser.NerfstudioDataParserConfig
+      _target: !!python/name:nerfstudio.data.dataparsers.nerfstudio_dataparser.Nerfstudio ''
+      auto_scale_poses: true
+      center_method: poses
+      data: !!python/object/apply:pathlib.PosixPath
+      - /
+      - home
+      - root-desktop
+      - ULI_DATA
+      - home_night
+      depth_unit_scale_factor: 0.001
+      downscale_factor: null
+      eval_interval: 8
+      eval_mode: fraction
+      load_3D_points: true
+      mask_color: null
+      orientation_method: up
+      scale_factor: 1.0
+      scene_scale: 1.0
+      train_split_fraction: 1.0
+    eval_num_images_to_sample_from: -1
+    eval_num_times_to_repeat_images: -1
+    fps_reset_every: 100
+    images_on_gpu: false
+    masks_on_gpu: false
+    max_thread_workers: null
+    prefetch_factor: 4
+    train_cameras_sampling_seed: 42
+    train_cameras_sampling_strategy: random
+  model: !!python/object:nerfstudio.models.splatfacto.SplatfactoModelConfig
+    _target: !!python/name:nerfstudio.models.splatfacto.SplatfactoModel ''
+    background_color: random
+    camera_optimizer: !!python/object:nerfstudio.cameras.camera_optimizers.CameraOptimizerConfig
+      _target: !!python/name:nerfstudio.cameras.camera_optimizers.CameraOptimizer ''
+      mode: SO3xR3
+      optimizer: null
+      rot_l2_penalty: 0.001
+      scheduler: null
+      trans_l2_penalty: 0.01
+    collider_params:
+      far_plane: 6.0
+      near_plane: 2.0
+    color_corrected_metrics: false
+    cull_alpha_thresh: 0.005
+    cull_scale_thresh: 0.5
+    cull_screen_size: 0.15
+    densify_grad_thresh: 0.0006
+    densify_size_thresh: 0.001
+    enable_bg_model: false
+    enable_collider: true
+    eval_num_rays_per_chunk: 4096
+    grid_shape: !!python/tuple
+    - 16
+    - 16
+    - 8
+    loss_coefficients:
+      rgb_loss_coarse: 1.0
+      rgb_loss_fine: 1.0
+    max_gauss_ratio: 10.0
+    max_gs_num: 1500000
+    mcmc_opacity_reg: 0.01
+    mcmc_scale_reg: 0.01
+    n_split_samples: 2
+    noise_lr: 500000.0
+    num_downscales: 2
+    num_random: 100000
+    output_depth_during_training: true
+    prompt: null
+    random_init: false
+    random_scale: 20.0
+    rasterize_mode: antialiased
+    refine_every: 100
+    reset_alpha_every: 30
+    resolution_schedule: 3000
+    sh_degree: 3
+    sh_degree_interval: 1000
+    split_screen_size: 0.05
+    ssim_lambda: 0.2
+    stop_screen_size_at: 4000
+    stop_split_at: 25000
+    strategy: mcmc
+    use_absgrad: true
+    use_bilateral_grid: true
+    use_scale_regularization: true
+    warmup_length: 400
+project_name: nerfstudio-project
+prompt: null
+relative_model_dir: !!python/object/apply:pathlib.PosixPath
+- nerfstudio_models
+save_only_latest_checkpoint: true
+start_paused: false
+steps_per_eval_all_images: 1000
+steps_per_eval_batch: 0
+steps_per_eval_image: 100
+steps_per_save: 2000
+timestamp: ''
+use_grad_scaler: false
+viewer: !!python/object:nerfstudio.configs.base_config.ViewerConfig
+  camera_frustum_scale: 0.1
+  default_composite_depth: true
+  image_format: jpeg
+  jpeg_quality: 75
+  make_share_url: false
+  max_num_display_images: 512
+  num_rays_per_chunk: 32768
+  quit_on_train_completion: true
+  relative_log_filename: viewer_log_filename.txt
+  websocket_host: 0.0.0.0
+  websocket_port: null
+  websocket_port_default: 7007
+vis: viewer