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3Dsckpts/dreamfusion_sd/A_rabbit._In_the_style_of_the_artist_Henri_Matisse_and_using_the_acrylic_painting_technique.@20240812-001559/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_rabbit._In_the_style_of_the_artist_Henri_Matisse_and_using_the_acrylic_painting_technique.
+seed: 0
+use_timestamp: true
+timestamp: '@20240812-001559'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_rabbit._In_the_style_of_the_artist_Henri_Matisse_and_using_the_acrylic_painting_technique.@20240812-001559
+trial_dir: /results/dreamfusion-sd/A_rabbit._In_the_style_of_the_artist_Henri_Matisse_and_using_the_acrylic_painting_technique.@20240812-001559
+n_gpus: 1
+resume: null
+data_type: random-camera-datamodule
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range:
+  - 1.5
+  - 2.0
+  fovy_range:
+  - 40
+  - 70
+  elevation_range:
+  - -10
+  - 45
+  light_sample_strategy: dreamfusion
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.0
+system_type: dreamfusion-system
+system:
+  geometry_type: implicit-volume
+  geometry:
+    radius: 2.0
+    normal_type: analytic
+    density_bias: blob_magic3d
+    density_activation: softplus
+    density_blob_scale: 10.0
+    density_blob_std: 0.5
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378
+      start_level: 8
+      start_step: 2000
+      update_steps: 500
+  material_type: diffuse-with-point-light-material
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+  background_type: neural-environment-map-background
+  background:
+    color_activation: sigmoid
+  renderer_type: nerf-volume-renderer
+  renderer:
+    radius: 2.0
+    num_samples_per_ray: 512
+  prompt_processor_type: stable-diffusion-prompt-processor
+  prompt_processor:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    prompt: A rabbit. In the style of the artist Henri Matisse and using the acrylic
+      painting technique.
+  guidance_type: stable-diffusion-guidance
+  guidance:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    guidance_scale: 100.0
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+  loggers:
+    wandb:
+      enable: false
+      project: threestudio
+      name: None
+  loss:
+    lambda_sds: 1.0
+    lambda_orient:
+    - 0
+    - 10.0
+    - 1000.0
+    - 5000
+    lambda_sparsity: 1.0
+    lambda_opaque: 0.0
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas:
+      - 0.9
+      - 0.99
+      eps: 1.0e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+trainer:
+  max_steps: 10000
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+checkpoint:
+  save_last: true
+  save_top_k: -1
+  every_n_train_steps: 10000

3Dsckpts/dreamfusion_sd/A_rabbit._In_the_style_of_the_artist_Henri_Matisse_and_using_the_acrylic_painting_technique.@20240812-001559/configs/raw.yaml

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+name: "dreamfusion-sd"
+tag: "${rmspace:${system.prompt_processor.prompt},_}"
+# exp_root_dir: "outputs"
+exp_root_dir: "/results"
+seed: 0
+
+data_type: "random-camera-datamodule"
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range: [1.5, 2.0]
+  fovy_range: [40, 70]
+  elevation_range: [-10, 45]
+  light_sample_strategy: "dreamfusion"
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.
+
+system_type: "dreamfusion-system"
+system:
+  geometry_type: "implicit-volume"
+  geometry:
+    radius: 2.0
+    normal_type: "analytic"
+
+    # the density initialization proposed in the DreamFusion paper
+    # does not work very well
+    # density_bias: "blob_dreamfusion"
+    # density_activation: exp
+    # density_blob_scale: 5.
+    # density_blob_std: 0.2
+
+    # use Magic3D density initialization instead
+    density_bias: "blob_magic3d"
+    density_activation: softplus
+    density_blob_scale: 10.
+    density_blob_std: 0.5
+
+    # coarse to fine hash grid encoding
+    # to ensure smooth analytic normals
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378 # max resolution 4096
+      start_level: 8 # resolution ~200
+      start_step: 2000
+      update_steps: 500
+
+  material_type: "diffuse-with-point-light-material"
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+
+  background_type: "neural-environment-map-background"
+  background:
+    color_activation: sigmoid
+
+  renderer_type: "nerf-volume-renderer"
+  renderer:
+    radius: ${system.geometry.radius}
+    num_samples_per_ray: 512
+
+  prompt_processor_type: "stable-diffusion-prompt-processor"
+  prompt_processor:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    prompt: ???
+
+  guidance_type: "stable-diffusion-guidance"
+  guidance:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    guidance_scale: 100.
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+
+  loggers:
+    wandb:
+      enable: false
+      project: "threestudio"
+      name: None
+
+  loss:
+    lambda_sds: 1.
+    lambda_orient: [0, 10., 1000., 5000]
+    lambda_sparsity: 1.
+    lambda_opaque: 0.
+
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas: [0.9, 0.99]
+      eps: 1.e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+
+trainer:
+  max_steps: 10000
+  # max_steps: 100
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+
+checkpoint:
+  save_last: true # save at each validation time
+  save_top_k: -1
+  every_n_train_steps: ${trainer.max_steps}

3Dsckpts/dreamfusion_sd/A_racing_boat;_trews._In_the_cityscape_genre_and_with_the_Gongbi_painting_style.@20240807-235929/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_racing_boat;_trews._In_the_cityscape_genre_and_with_the_Gongbi_painting_style.@20240807-235929/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_racing_boat;_trews._In_the_cityscape_genre_and_with_the_Gongbi_painting_style.
+seed: 0
+use_timestamp: true
+timestamp: '@20240807-235929'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_racing_boat;_trews._In_the_cityscape_genre_and_with_the_Gongbi_painting_style.@20240807-235929
+trial_dir: /results/dreamfusion-sd/A_racing_boat;_trews._In_the_cityscape_genre_and_with_the_Gongbi_painting_style.@20240807-235929
+n_gpus: 1
+resume: null
+data_type: random-camera-datamodule
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range:
+  - 1.5
+  - 2.0
+  fovy_range:
+  - 40
+  - 70
+  elevation_range:
+  - -10
+  - 45
+  light_sample_strategy: dreamfusion
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.0
+system_type: dreamfusion-system
+system:
+  geometry_type: implicit-volume
+  geometry:
+    radius: 2.0
+    normal_type: analytic
+    density_bias: blob_magic3d
+    density_activation: softplus
+    density_blob_scale: 10.0
+    density_blob_std: 0.5
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378
+      start_level: 8
+      start_step: 2000
+      update_steps: 500
+  material_type: diffuse-with-point-light-material
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+  background_type: neural-environment-map-background
+  background:
+    color_activation: sigmoid
+  renderer_type: nerf-volume-renderer
+  renderer:
+    radius: 2.0
+    num_samples_per_ray: 512
+  prompt_processor_type: stable-diffusion-prompt-processor
+  prompt_processor:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    prompt: A racing boat; trews. In the cityscape genre and with the Gongbi painting
+      style.
+  guidance_type: stable-diffusion-guidance
+  guidance:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    guidance_scale: 100.0
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+  loggers:
+    wandb:
+      enable: false
+      project: threestudio
+      name: None
+  loss:
+    lambda_sds: 1.0
+    lambda_orient:
+    - 0
+    - 10.0
+    - 1000.0
+    - 5000
+    lambda_sparsity: 1.0
+    lambda_opaque: 0.0
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas:
+      - 0.9
+      - 0.99
+      eps: 1.0e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+trainer:
+  max_steps: 10000
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+checkpoint:
+  save_last: true
+  save_top_k: -1
+  every_n_train_steps: 10000

3Dsckpts/dreamfusion_sd/A_racing_boat;_trews._In_the_cityscape_genre_and_with_the_Gongbi_painting_style.@20240807-235929/configs/raw.yaml

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+name: "dreamfusion-sd"
+tag: "${rmspace:${system.prompt_processor.prompt},_}"
+# exp_root_dir: "outputs"
+exp_root_dir: "/results"
+seed: 0
+
+data_type: "random-camera-datamodule"
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range: [1.5, 2.0]
+  fovy_range: [40, 70]
+  elevation_range: [-10, 45]
+  light_sample_strategy: "dreamfusion"
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.
+
+system_type: "dreamfusion-system"
+system:
+  geometry_type: "implicit-volume"
+  geometry:
+    radius: 2.0
+    normal_type: "analytic"
+
+    # the density initialization proposed in the DreamFusion paper
+    # does not work very well
+    # density_bias: "blob_dreamfusion"
+    # density_activation: exp
+    # density_blob_scale: 5.
+    # density_blob_std: 0.2
+
+    # use Magic3D density initialization instead
+    density_bias: "blob_magic3d"
+    density_activation: softplus
+    density_blob_scale: 10.
+    density_blob_std: 0.5
+
+    # coarse to fine hash grid encoding
+    # to ensure smooth analytic normals
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378 # max resolution 4096
+      start_level: 8 # resolution ~200
+      start_step: 2000
+      update_steps: 500
+
+  material_type: "diffuse-with-point-light-material"
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+
+  background_type: "neural-environment-map-background"
+  background:
+    color_activation: sigmoid
+
+  renderer_type: "nerf-volume-renderer"
+  renderer:
+    radius: ${system.geometry.radius}
+    num_samples_per_ray: 512
+
+  prompt_processor_type: "stable-diffusion-prompt-processor"
+  prompt_processor:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    prompt: ???
+
+  guidance_type: "stable-diffusion-guidance"
+  guidance:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    guidance_scale: 100.
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+
+  loggers:
+    wandb:
+      enable: false
+      project: "threestudio"
+      name: None
+
+  loss:
+    lambda_sds: 1.
+    lambda_orient: [0, 10., 1000., 5000]
+    lambda_sparsity: 1.
+    lambda_opaque: 0.
+
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas: [0.9, 0.99]
+      eps: 1.e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+
+trainer:
+  max_steps: 10000
+  # max_steps: 100
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+
+checkpoint:
+  save_last: true # save at each validation time
+  save_top_k: -1
+  every_n_train_steps: ${trainer.max_steps}

3Dsckpts/dreamfusion_sd/A_radiator_(natural_object)._Using_the_ancient_Egyptian_mural_technique.@20240811-144132/ckpts/epoch=0-step=10000.ckpt

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+size 151452111

3Dsckpts/dreamfusion_sd/A_radiator_(natural_object)._Using_the_ancient_Egyptian_mural_technique.@20240811-144132/ckpts/last.ckpt

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3Dsckpts/dreamfusion_sd/A_radiator_(natural_object)._Using_the_ancient_Egyptian_mural_technique.@20240811-144132/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_radiator_(natural_object)._Using_the_ancient_Egyptian_mural_technique.
+seed: 0
+use_timestamp: true
+timestamp: '@20240811-144132'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_radiator_(natural_object)._Using_the_ancient_Egyptian_mural_technique.@20240811-144132
+trial_dir: /results/dreamfusion-sd/A_radiator_(natural_object)._Using_the_ancient_Egyptian_mural_technique.@20240811-144132
+n_gpus: 1
+resume: null
+data_type: random-camera-datamodule
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range:
+  - 1.5
+  - 2.0
+  fovy_range:
+  - 40
+  - 70
+  elevation_range:
+  - -10
+  - 45
+  light_sample_strategy: dreamfusion
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.0
+system_type: dreamfusion-system
+system:
+  geometry_type: implicit-volume
+  geometry:
+    radius: 2.0
+    normal_type: analytic
+    density_bias: blob_magic3d
+    density_activation: softplus
+    density_blob_scale: 10.0
+    density_blob_std: 0.5
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378
+      start_level: 8
+      start_step: 2000
+      update_steps: 500
+  material_type: diffuse-with-point-light-material
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+  background_type: neural-environment-map-background
+  background:
+    color_activation: sigmoid
+  renderer_type: nerf-volume-renderer
+  renderer:
+    radius: 2.0
+    num_samples_per_ray: 512
+  prompt_processor_type: stable-diffusion-prompt-processor
+  prompt_processor:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    prompt: A radiator (natural object). Using the ancient Egyptian mural technique.
+  guidance_type: stable-diffusion-guidance
+  guidance:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    guidance_scale: 100.0
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+  loggers:
+    wandb:
+      enable: false
+      project: threestudio
+      name: None
+  loss:
+    lambda_sds: 1.0
+    lambda_orient:
+    - 0
+    - 10.0
+    - 1000.0
+    - 5000
+    lambda_sparsity: 1.0
+    lambda_opaque: 0.0
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas:
+      - 0.9
+      - 0.99
+      eps: 1.0e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+trainer:
+  max_steps: 10000
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+checkpoint:
+  save_last: true
+  save_top_k: -1
+  every_n_train_steps: 10000

3Dsckpts/dreamfusion_sd/A_radiator_(natural_object)._Using_the_ancient_Egyptian_mural_technique.@20240811-144132/configs/raw.yaml

@@ -0,0 +1,115 @@
+name: "dreamfusion-sd"
+tag: "${rmspace:${system.prompt_processor.prompt},_}"
+# exp_root_dir: "outputs"
+exp_root_dir: "/results"
+seed: 0
+
+data_type: "random-camera-datamodule"
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range: [1.5, 2.0]
+  fovy_range: [40, 70]
+  elevation_range: [-10, 45]
+  light_sample_strategy: "dreamfusion"
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.
+
+system_type: "dreamfusion-system"
+system:
+  geometry_type: "implicit-volume"
+  geometry:
+    radius: 2.0
+    normal_type: "analytic"
+
+    # the density initialization proposed in the DreamFusion paper
+    # does not work very well
+    # density_bias: "blob_dreamfusion"
+    # density_activation: exp
+    # density_blob_scale: 5.
+    # density_blob_std: 0.2
+
+    # use Magic3D density initialization instead
+    density_bias: "blob_magic3d"
+    density_activation: softplus
+    density_blob_scale: 10.
+    density_blob_std: 0.5
+
+    # coarse to fine hash grid encoding
+    # to ensure smooth analytic normals
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378 # max resolution 4096
+      start_level: 8 # resolution ~200
+      start_step: 2000
+      update_steps: 500
+
+  material_type: "diffuse-with-point-light-material"
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+
+  background_type: "neural-environment-map-background"
+  background:
+    color_activation: sigmoid
+
+  renderer_type: "nerf-volume-renderer"
+  renderer:
+    radius: ${system.geometry.radius}
+    num_samples_per_ray: 512
+
+  prompt_processor_type: "stable-diffusion-prompt-processor"
+  prompt_processor:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    prompt: ???
+
+  guidance_type: "stable-diffusion-guidance"
+  guidance:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    guidance_scale: 100.
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+
+  loggers:
+    wandb:
+      enable: false
+      project: "threestudio"
+      name: None
+
+  loss:
+    lambda_sds: 1.
+    lambda_orient: [0, 10., 1000., 5000]
+    lambda_sparsity: 1.
+    lambda_opaque: 0.
+
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas: [0.9, 0.99]
+      eps: 1.e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+
+trainer:
+  max_steps: 10000
+  # max_steps: 100
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+
+checkpoint:
+  save_last: true # save at each validation time
+  save_top_k: -1
+  every_n_train_steps: ${trainer.max_steps}

3Dsckpts/dreamfusion_sd/A_radiologist;_an_accelerator_(pedal);_a_stuffing_box._In_the_bird-and-flower_genre_and_in_the_style_of_the_artist_Ivan_Shishkin.@20240818-221015/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_radiologist;_an_accelerator_(pedal);_a_stuffing_box._In_the_bird-and-flower_genre_and_in_the_style_of_the_artist_Ivan_Shishkin.@20240818-221015/ckpts/last.ckpt

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3Dsckpts/dreamfusion_sd/A_radiologist;_an_accelerator_(pedal);_a_stuffing_box._In_the_bird-and-flower_genre_and_in_the_style_of_the_artist_Ivan_Shishkin.@20240818-221015/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_radiologist;_an_accelerator_(pedal);_a_stuffing_box._In_the_bird-and-flower_genre_and_in_the_style_of_the_artist_Ivan_Shishkin.
+seed: 0
+use_timestamp: true
+timestamp: '@20240818-221015'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_radiologist;_an_accelerator_(pedal);_a_stuffing_box._In_the_bird-and-flower_genre_and_in_the_style_of_the_artist_Ivan_Shishkin.@20240818-221015
+trial_dir: /results/dreamfusion-sd/A_radiologist;_an_accelerator_(pedal);_a_stuffing_box._In_the_bird-and-flower_genre_and_in_the_style_of_the_artist_Ivan_Shishkin.@20240818-221015
+n_gpus: 1
+resume: null
+data_type: random-camera-datamodule
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range:
+  - 1.5
+  - 2.0
+  fovy_range:
+  - 40
+  - 70
+  elevation_range:
+  - -10
+  - 45
+  light_sample_strategy: dreamfusion
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.0
+system_type: dreamfusion-system
+system:
+  geometry_type: implicit-volume
+  geometry:
+    radius: 2.0
+    normal_type: analytic
+    density_bias: blob_magic3d
+    density_activation: softplus
+    density_blob_scale: 10.0
+    density_blob_std: 0.5
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378
+      start_level: 8
+      start_step: 2000
+      update_steps: 500
+  material_type: diffuse-with-point-light-material
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+  background_type: neural-environment-map-background
+  background:
+    color_activation: sigmoid
+  renderer_type: nerf-volume-renderer
+  renderer:
+    radius: 2.0
+    num_samples_per_ray: 512
+  prompt_processor_type: stable-diffusion-prompt-processor
+  prompt_processor:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    prompt: A radiologist; an accelerator (pedal); a stuffing box. In the bird-and-flower
+      genre and in the style of the artist Ivan Shishkin.
+  guidance_type: stable-diffusion-guidance
+  guidance:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    guidance_scale: 100.0
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+  loggers:
+    wandb:
+      enable: false
+      project: threestudio
+      name: None
+  loss:
+    lambda_sds: 1.0
+    lambda_orient:
+    - 0
+    - 10.0
+    - 1000.0
+    - 5000
+    lambda_sparsity: 1.0
+    lambda_opaque: 0.0
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas:
+      - 0.9
+      - 0.99
+      eps: 1.0e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+trainer:
+  max_steps: 10000
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+checkpoint:
+  save_last: true
+  save_top_k: -1
+  every_n_train_steps: 10000

3Dsckpts/dreamfusion_sd/A_radiologist;_an_accelerator_(pedal);_a_stuffing_box._In_the_bird-and-flower_genre_and_in_the_style_of_the_artist_Ivan_Shishkin.@20240818-221015/configs/raw.yaml

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+name: "dreamfusion-sd"
+tag: "${rmspace:${system.prompt_processor.prompt},_}"
+# exp_root_dir: "outputs"
+exp_root_dir: "/results"
+seed: 0
+
+data_type: "random-camera-datamodule"
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range: [1.5, 2.0]
+  fovy_range: [40, 70]
+  elevation_range: [-10, 45]
+  light_sample_strategy: "dreamfusion"
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.
+
+system_type: "dreamfusion-system"
+system:
+  geometry_type: "implicit-volume"
+  geometry:
+    radius: 2.0
+    normal_type: "analytic"
+
+    # the density initialization proposed in the DreamFusion paper
+    # does not work very well
+    # density_bias: "blob_dreamfusion"
+    # density_activation: exp
+    # density_blob_scale: 5.
+    # density_blob_std: 0.2
+
+    # use Magic3D density initialization instead
+    density_bias: "blob_magic3d"
+    density_activation: softplus
+    density_blob_scale: 10.
+    density_blob_std: 0.5
+
+    # coarse to fine hash grid encoding
+    # to ensure smooth analytic normals
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378 # max resolution 4096
+      start_level: 8 # resolution ~200
+      start_step: 2000
+      update_steps: 500
+
+  material_type: "diffuse-with-point-light-material"
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+
+  background_type: "neural-environment-map-background"
+  background:
+    color_activation: sigmoid
+
+  renderer_type: "nerf-volume-renderer"
+  renderer:
+    radius: ${system.geometry.radius}
+    num_samples_per_ray: 512
+
+  prompt_processor_type: "stable-diffusion-prompt-processor"
+  prompt_processor:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    prompt: ???
+
+  guidance_type: "stable-diffusion-guidance"
+  guidance:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    guidance_scale: 100.
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+
+  loggers:
+    wandb:
+      enable: false
+      project: "threestudio"
+      name: None
+
+  loss:
+    lambda_sds: 1.
+    lambda_orient: [0, 10., 1000., 5000]
+    lambda_sparsity: 1.
+    lambda_opaque: 0.
+
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas: [0.9, 0.99]
+      eps: 1.e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+
+trainer:
+  max_steps: 10000
+  # max_steps: 100
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+
+checkpoint:
+  save_last: true # save at each validation time
+  save_top_k: -1
+  every_n_train_steps: ${trainer.max_steps}

3Dsckpts/dreamfusion_sd/A_rangeland;_a_wight;_a_may_apple.@20240812-050302/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_rangeland;_a_wight;_a_may_apple.@20240812-050302/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_rangeland;_a_wight;_a_may_apple.
+seed: 0
+use_timestamp: true
+timestamp: '@20240812-050302'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_rangeland;_a_wight;_a_may_apple.@20240812-050302
+trial_dir: /results/dreamfusion-sd/A_rangeland;_a_wight;_a_may_apple.@20240812-050302
+n_gpus: 1
+resume: null
+data_type: random-camera-datamodule
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range:
+  - 1.5
+  - 2.0
+  fovy_range:
+  - 40
+  - 70
+  elevation_range:
+  - -10
+  - 45
+  light_sample_strategy: dreamfusion
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.0
+system_type: dreamfusion-system
+system:
+  geometry_type: implicit-volume
+  geometry:
+    radius: 2.0
+    normal_type: analytic
+    density_bias: blob_magic3d
+    density_activation: softplus
+    density_blob_scale: 10.0
+    density_blob_std: 0.5
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378
+      start_level: 8
+      start_step: 2000
+      update_steps: 500
+  material_type: diffuse-with-point-light-material
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+  background_type: neural-environment-map-background
+  background:
+    color_activation: sigmoid
+  renderer_type: nerf-volume-renderer
+  renderer:
+    radius: 2.0
+    num_samples_per_ray: 512
+  prompt_processor_type: stable-diffusion-prompt-processor
+  prompt_processor:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    prompt: A rangeland; a wight; a may apple.
+  guidance_type: stable-diffusion-guidance
+  guidance:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    guidance_scale: 100.0
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+  loggers:
+    wandb:
+      enable: false
+      project: threestudio
+      name: None
+  loss:
+    lambda_sds: 1.0
+    lambda_orient:
+    - 0
+    - 10.0
+    - 1000.0
+    - 5000
+    lambda_sparsity: 1.0
+    lambda_opaque: 0.0
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas:
+      - 0.9
+      - 0.99
+      eps: 1.0e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+trainer:
+  max_steps: 10000
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+checkpoint:
+  save_last: true
+  save_top_k: -1
+  every_n_train_steps: 10000

3Dsckpts/dreamfusion_sd/A_rangeland;_a_wight;_a_may_apple.@20240812-050302/configs/raw.yaml

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+name: "dreamfusion-sd"
+tag: "${rmspace:${system.prompt_processor.prompt},_}"
+# exp_root_dir: "outputs"
+exp_root_dir: "/results"
+seed: 0
+
+data_type: "random-camera-datamodule"
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range: [1.5, 2.0]
+  fovy_range: [40, 70]
+  elevation_range: [-10, 45]
+  light_sample_strategy: "dreamfusion"
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.
+
+system_type: "dreamfusion-system"
+system:
+  geometry_type: "implicit-volume"
+  geometry:
+    radius: 2.0
+    normal_type: "analytic"
+
+    # the density initialization proposed in the DreamFusion paper
+    # does not work very well
+    # density_bias: "blob_dreamfusion"
+    # density_activation: exp
+    # density_blob_scale: 5.
+    # density_blob_std: 0.2
+
+    # use Magic3D density initialization instead
+    density_bias: "blob_magic3d"
+    density_activation: softplus
+    density_blob_scale: 10.
+    density_blob_std: 0.5
+
+    # coarse to fine hash grid encoding
+    # to ensure smooth analytic normals
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378 # max resolution 4096
+      start_level: 8 # resolution ~200
+      start_step: 2000
+      update_steps: 500
+
+  material_type: "diffuse-with-point-light-material"
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+
+  background_type: "neural-environment-map-background"
+  background:
+    color_activation: sigmoid
+
+  renderer_type: "nerf-volume-renderer"
+  renderer:
+    radius: ${system.geometry.radius}
+    num_samples_per_ray: 512
+
+  prompt_processor_type: "stable-diffusion-prompt-processor"
+  prompt_processor:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    prompt: ???
+
+  guidance_type: "stable-diffusion-guidance"
+  guidance:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    guidance_scale: 100.
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+
+  loggers:
+    wandb:
+      enable: false
+      project: "threestudio"
+      name: None
+
+  loss:
+    lambda_sds: 1.
+    lambda_orient: [0, 10., 1000., 5000]
+    lambda_sparsity: 1.
+    lambda_opaque: 0.
+
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas: [0.9, 0.99]
+      eps: 1.e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+
+trainer:
+  max_steps: 10000
+  # max_steps: 100
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+
+checkpoint:
+  save_last: true # save at each validation time
+  save_top_k: -1
+  every_n_train_steps: ${trainer.max_steps}

3Dsckpts/dreamfusion_sd/A_recreation_room.@20240808-150315/ckpts/epoch=0-step=10000.ckpt

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+size 151451855

3Dsckpts/dreamfusion_sd/A_recreation_room.@20240808-150315/ckpts/last.ckpt

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+size 151451855

3Dsckpts/dreamfusion_sd/A_recreation_room.@20240808-150315/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_recreation_room.
+seed: 0
+use_timestamp: true
+timestamp: '@20240808-150315'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_recreation_room.@20240808-150315
+trial_dir: /results/dreamfusion-sd/A_recreation_room.@20240808-150315
+n_gpus: 1
+resume: null
+data_type: random-camera-datamodule
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range:
+  - 1.5
+  - 2.0
+  fovy_range:
+  - 40
+  - 70
+  elevation_range:
+  - -10
+  - 45
+  light_sample_strategy: dreamfusion
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.0
+system_type: dreamfusion-system
+system:
+  geometry_type: implicit-volume
+  geometry:
+    radius: 2.0
+    normal_type: analytic
+    density_bias: blob_magic3d
+    density_activation: softplus
+    density_blob_scale: 10.0
+    density_blob_std: 0.5
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378
+      start_level: 8
+      start_step: 2000
+      update_steps: 500
+  material_type: diffuse-with-point-light-material
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+  background_type: neural-environment-map-background
+  background:
+    color_activation: sigmoid
+  renderer_type: nerf-volume-renderer
+  renderer:
+    radius: 2.0
+    num_samples_per_ray: 512
+  prompt_processor_type: stable-diffusion-prompt-processor
+  prompt_processor:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    prompt: A recreation room.
+  guidance_type: stable-diffusion-guidance
+  guidance:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    guidance_scale: 100.0
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+  loggers:
+    wandb:
+      enable: false
+      project: threestudio
+      name: None
+  loss:
+    lambda_sds: 1.0
+    lambda_orient:
+    - 0
+    - 10.0
+    - 1000.0
+    - 5000
+    lambda_sparsity: 1.0
+    lambda_opaque: 0.0
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas:
+      - 0.9
+      - 0.99
+      eps: 1.0e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+trainer:
+  max_steps: 10000
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+checkpoint:
+  save_last: true
+  save_top_k: -1
+  every_n_train_steps: 10000

3Dsckpts/dreamfusion_sd/A_recreation_room.@20240808-150315/configs/raw.yaml

@@ -0,0 +1,115 @@
+name: "dreamfusion-sd"
+tag: "${rmspace:${system.prompt_processor.prompt},_}"
+# exp_root_dir: "outputs"
+exp_root_dir: "/results"
+seed: 0
+
+data_type: "random-camera-datamodule"
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range: [1.5, 2.0]
+  fovy_range: [40, 70]
+  elevation_range: [-10, 45]
+  light_sample_strategy: "dreamfusion"
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.
+
+system_type: "dreamfusion-system"
+system:
+  geometry_type: "implicit-volume"
+  geometry:
+    radius: 2.0
+    normal_type: "analytic"
+
+    # the density initialization proposed in the DreamFusion paper
+    # does not work very well
+    # density_bias: "blob_dreamfusion"
+    # density_activation: exp
+    # density_blob_scale: 5.
+    # density_blob_std: 0.2
+
+    # use Magic3D density initialization instead
+    density_bias: "blob_magic3d"
+    density_activation: softplus
+    density_blob_scale: 10.
+    density_blob_std: 0.5
+
+    # coarse to fine hash grid encoding
+    # to ensure smooth analytic normals
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378 # max resolution 4096
+      start_level: 8 # resolution ~200
+      start_step: 2000
+      update_steps: 500
+
+  material_type: "diffuse-with-point-light-material"
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+
+  background_type: "neural-environment-map-background"
+  background:
+    color_activation: sigmoid
+
+  renderer_type: "nerf-volume-renderer"
+  renderer:
+    radius: ${system.geometry.radius}
+    num_samples_per_ray: 512
+
+  prompt_processor_type: "stable-diffusion-prompt-processor"
+  prompt_processor:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    prompt: ???
+
+  guidance_type: "stable-diffusion-guidance"
+  guidance:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    guidance_scale: 100.
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+
+  loggers:
+    wandb:
+      enable: false
+      project: "threestudio"
+      name: None
+
+  loss:
+    lambda_sds: 1.
+    lambda_orient: [0, 10., 1000., 5000]
+    lambda_sparsity: 1.
+    lambda_opaque: 0.
+
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas: [0.9, 0.99]
+      eps: 1.e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+
+trainer:
+  max_steps: 10000
+  # max_steps: 100
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+
+checkpoint:
+  save_last: true # save at each validation time
+  save_top_k: -1
+  every_n_train_steps: ${trainer.max_steps}

3Dsckpts/dreamfusion_sd/A_rectangular_brazil_nut_(edible_nut);_a_bullpen_(area)._In_the_figurative_genre_and_with_the_Realism_painting_style.@20240819-084618/ckpts/epoch=0-step=10000.ckpt

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+oid sha256:404d0d9e9ff8b7a3b07c6e46793ba8cbdb846cf5ff38dcf88da2aa801c4bc0bf
+size 151452303

3Dsckpts/dreamfusion_sd/A_rectangular_brazil_nut_(edible_nut);_a_bullpen_(area)._In_the_figurative_genre_and_with_the_Realism_painting_style.@20240819-084618/ckpts/last.ckpt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:404d0d9e9ff8b7a3b07c6e46793ba8cbdb846cf5ff38dcf88da2aa801c4bc0bf
+size 151452303

3Dsckpts/dreamfusion_sd/A_rectangular_brazil_nut_(edible_nut);_a_bullpen_(area)._In_the_figurative_genre_and_with_the_Realism_painting_style.@20240819-084618/configs/parsed.yaml

@@ -0,0 +1,110 @@
+name: dreamfusion-sd
+description: ''
+tag: A_rectangular_brazil_nut_(edible_nut);_a_bullpen_(area)._In_the_figurative_genre_and_with_the_Realism_painting_style.
+seed: 0
+use_timestamp: true
+timestamp: '@20240819-084618'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_rectangular_brazil_nut_(edible_nut);_a_bullpen_(area)._In_the_figurative_genre_and_with_the_Realism_painting_style.@20240819-084618
+trial_dir: /results/dreamfusion-sd/A_rectangular_brazil_nut_(edible_nut);_a_bullpen_(area)._In_the_figurative_genre_and_with_the_Realism_painting_style.@20240819-084618
+n_gpus: 1
+resume: null
+data_type: random-camera-datamodule
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range:
+  - 1.5
+  - 2.0
+  fovy_range:
+  - 40
+  - 70
+  elevation_range:
+  - -10
+  - 45
+  light_sample_strategy: dreamfusion
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.0
+system_type: dreamfusion-system
+system:
+  geometry_type: implicit-volume
+  geometry:
+    radius: 2.0
+    normal_type: analytic
+    density_bias: blob_magic3d
+    density_activation: softplus
+    density_blob_scale: 10.0
+    density_blob_std: 0.5
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378
+      start_level: 8
+      start_step: 2000
+      update_steps: 500
+  material_type: diffuse-with-point-light-material
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+  background_type: neural-environment-map-background
+  background:
+    color_activation: sigmoid
+  renderer_type: nerf-volume-renderer
+  renderer:
+    radius: 2.0
+    num_samples_per_ray: 512
+  prompt_processor_type: stable-diffusion-prompt-processor
+  prompt_processor:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    prompt: A rectangular brazil nut (edible nut); a bullpen (area). In the figurative
+      genre and with the Realism painting style.
+  guidance_type: stable-diffusion-guidance
+  guidance:
+    pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+    guidance_scale: 100.0
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+  loggers:
+    wandb:
+      enable: false
+      project: threestudio
+      name: None
+  loss:
+    lambda_sds: 1.0
+    lambda_orient:
+    - 0
+    - 10.0
+    - 1000.0
+    - 5000
+    lambda_sparsity: 1.0
+    lambda_opaque: 0.0
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas:
+      - 0.9
+      - 0.99
+      eps: 1.0e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+trainer:
+  max_steps: 10000
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+checkpoint:
+  save_last: true
+  save_top_k: -1
+  every_n_train_steps: 10000

3Dsckpts/dreamfusion_sd/A_rectangular_brazil_nut_(edible_nut);_a_bullpen_(area)._In_the_figurative_genre_and_with_the_Realism_painting_style.@20240819-084618/configs/raw.yaml

@@ -0,0 +1,115 @@
+name: "dreamfusion-sd"
+tag: "${rmspace:${system.prompt_processor.prompt},_}"
+# exp_root_dir: "outputs"
+exp_root_dir: "/results"
+seed: 0
+
+data_type: "random-camera-datamodule"
+data:
+  batch_size: 1
+  width: 64
+  height: 64
+  camera_distance_range: [1.5, 2.0]
+  fovy_range: [40, 70]
+  elevation_range: [-10, 45]
+  light_sample_strategy: "dreamfusion"
+  eval_camera_distance: 2.0
+  eval_fovy_deg: 70.
+
+system_type: "dreamfusion-system"
+system:
+  geometry_type: "implicit-volume"
+  geometry:
+    radius: 2.0
+    normal_type: "analytic"
+
+    # the density initialization proposed in the DreamFusion paper
+    # does not work very well
+    # density_bias: "blob_dreamfusion"
+    # density_activation: exp
+    # density_blob_scale: 5.
+    # density_blob_std: 0.2
+
+    # use Magic3D density initialization instead
+    density_bias: "blob_magic3d"
+    density_activation: softplus
+    density_blob_scale: 10.
+    density_blob_std: 0.5
+
+    # coarse to fine hash grid encoding
+    # to ensure smooth analytic normals
+    pos_encoding_config:
+      otype: ProgressiveBandHashGrid
+      n_levels: 16
+      n_features_per_level: 2
+      log2_hashmap_size: 19
+      base_resolution: 16
+      per_level_scale: 1.447269237440378 # max resolution 4096
+      start_level: 8 # resolution ~200
+      start_step: 2000
+      update_steps: 500
+
+  material_type: "diffuse-with-point-light-material"
+  material:
+    ambient_only_steps: 2001
+    albedo_activation: sigmoid
+
+  background_type: "neural-environment-map-background"
+  background:
+    color_activation: sigmoid
+
+  renderer_type: "nerf-volume-renderer"
+  renderer:
+    radius: ${system.geometry.radius}
+    num_samples_per_ray: 512
+
+  prompt_processor_type: "stable-diffusion-prompt-processor"
+  prompt_processor:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    prompt: ???
+
+  guidance_type: "stable-diffusion-guidance"
+  guidance:
+    pretrained_model_name_or_path: "stabilityai/stable-diffusion-2-1-base"
+    guidance_scale: 100.
+    weighting_strategy: sds
+    min_step_percent: 0.02
+    max_step_percent: 0.98
+
+  loggers:
+    wandb:
+      enable: false
+      project: "threestudio"
+      name: None
+
+  loss:
+    lambda_sds: 1.
+    lambda_orient: [0, 10., 1000., 5000]
+    lambda_sparsity: 1.
+    lambda_opaque: 0.
+
+  optimizer:
+    name: Adam
+    args:
+      lr: 0.01
+      betas: [0.9, 0.99]
+      eps: 1.e-15
+    params:
+      geometry:
+        lr: 0.01
+      background:
+        lr: 0.001
+
+trainer:
+  max_steps: 10000
+  # max_steps: 100
+  log_every_n_steps: 1
+  num_sanity_val_steps: 0
+  val_check_interval: 5000
+  enable_progress_bar: true
+  precision: 16-mixed
+
+checkpoint:
+  save_last: true # save at each validation time
+  save_top_k: -1
+  every_n_train_steps: ${trainer.max_steps}