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stump/stump-0310_034049/events.out.tfevents.1759434049.autodl-container-ccf94fb131-2bf73e63.730625.0

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stump/stump-0310_034049/ours_7000/ckpt_7000.pt

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stump/stump-0310_034049/parsed.yaml

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+path: /root/autodl-fs/jcx_dataset/nvs/stump
+experiment_name: stump
+resume: ''
+out_dir: /root/autodl-fs/jcx_results/1001_3dgut_mcmc_gsnum_inittrue/3
+n_iterations: 30000
+with_gui: false
+gui_update_from_device: true
+val_frequency: 1000
+num_workers: 24
+use_wandb: false
+wandb_project: 3dgrt
+test_last: true
+validate_first: false
+log_frequency: 1
+compute_extra_metrics: true
+enable_frame_timings: false
+enable_writer: true
+writer:
+  hit_stat_frequency: 999999
+  max_num_hits: 128
+  log_image_views: ${int_list:[ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14,
+    15, 16, 17, 18, 19, 20 ]}
+export_ingp:
+  enabled: true
+  force_half: false
+  path: ''
+import_ingp:
+  enabled: false
+  path: ''
+  init_global_step: 0
+export_ply:
+  enabled: false
+  path: ''
+import_ply:
+  enabled: false
+  path: ''
+  init_global_step: 0
+export_usdz:
+  enabled: false
+  path: ''
+  apply_normalizing_transform: true
+model:
+  density_activation: sigmoid
+  scale_activation: exp
+  default_density: 0.5
+  default_scale_factor: 0.1
+  optimize_density: true
+  optimize_features_albedo: true
+  optimize_features_specular: true
+  optimize_position: true
+  optimize_rotation: true
+  optimize_scale: true
+  bvh_update_frequency: 1
+  progressive_training:
+    feature_type: sh
+    init_n_features: 0
+    max_n_features: 3
+    increase_frequency: 1000
+    increase_step: 1
+  background:
+    name: background-color
+    color: black
+  print_stats: true
+checkpoint:
+  iterations: ${int_list:[ 7000, 30000 ]}
+optimizer:
+  type: adam
+  lr: 0.0
+  eps: 1.0e-15
+  params:
+    positions:
+      lr: 0.00016
+    density:
+      lr: 0.05
+    features_albedo:
+      lr: 0.0025
+    features_specular:
+      lr: ${div:${optimizer.params.features_albedo.lr},20}
+    rotation:
+      lr: 0.001
+    scale:
+      lr: 0.005
+scheduler:
+  positions:
+    type: exp
+    lr_init: ${optimizer.params.positions.lr}
+    lr_final: 1.6e-06
+    max_steps: 30000
+  density:
+    type: skip
+loss:
+  use_l1: true
+  lambda_l1: 0.8
+  use_l2: false
+  lambda_l2: 1.0
+  use_ssim: true
+  lambda_ssim: 0.2
+  use_opacity: true
+  lambda_opacity: 0.01
+  use_scale: true
+  lambda_scale: 0.01
+strategy:
+  method: MCMCStrategy
+  print_stats: true
+  binom_n_max: 51
+  opacity_threshold: 0.005
+  relocate:
+    start_iteration: 500
+    end_iteration: 25000
+    frequency: 100
+  perturb:
+    start_iteration: 0
+    end_iteration: 27500
+    frequency: 1
+    noise_lr: 500000.0
+  add:
+    start_iteration: 500
+    end_iteration: 25000
+    frequency: 100
+    max_n_gaussians: 4826364
+dataset:
+  type: colmap
+  downsample_factor: 4
+  test_split_interval: 8
+initialization:
+  method: colmap
+  observation_scale_factor: 0.01
+  use_observation_points: true
+render:
+  method: 3dgut
+  pipeline_type: reference
+  backward_pipeline_type: ${render.pipeline_type}Bwd
+  particle_kernel_degree: 2
+  particle_kernel_density_clamping: true
+  particle_kernel_min_response: 0.0113
+  particle_kernel_min_alpha: ${div:1.0,255.0}
+  particle_kernel_max_alpha: 0.99
+  particle_radiance_sph_degree: 3
+  primitive_type: instances
+  min_transmittance: 0.0001
+  max_consecutive_bvh_update: 15
+  enable_normals: false
+  enable_hitcounts: true
+  enable_kernel_timings: false
+  splat:
+    rect_bounding: true
+    tight_opacity_bounding: true
+    tile_based_culling: true
+    n_rolling_shutter_iterations: 5
+    ut_alpha: 1.0
+    ut_beta: 2.0
+    ut_kappa: 0.0
+    ut_in_image_margin_factor: 0.1
+    ut_require_all_sigma_points_valid: false
+    k_buffer_size: 0
+    global_z_order: true