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3Dsckpts/dreamfusion_sd/A_potted_second_hand_(hand)._Using_the_cartoon_painting_technique.@20240806-230147/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_potted_second_hand_(hand)._Using_the_cartoon_painting_technique.@20240806-230147/ckpts/last.ckpt

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3Dsckpts/dreamfusion_sd/A_potted_second_hand_(hand)._Using_the_cartoon_painting_technique.@20240806-230147/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_potted_second_hand_(hand)._Using_the_cartoon_painting_technique.
+seed: 0
+use_timestamp: true
+timestamp: '@20240806-230147'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_potted_second_hand_(hand)._Using_the_cartoon_painting_technique.@20240806-230147
+trial_dir: /results/dreamfusion-sd/A_potted_second_hand_(hand)._Using_the_cartoon_painting_technique.@20240806-230147
+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 potted second hand (hand). Using the cartoon 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_potted_second_hand_(hand)._Using_the_cartoon_painting_technique.@20240806-230147/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_prairie_dog.@20240806-200546/ckpts/epoch=0-step=10000.ckpt

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+size 151451855

3Dsckpts/dreamfusion_sd/A_prairie_dog.@20240806-200546/ckpts/last.ckpt

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3Dsckpts/dreamfusion_sd/A_prairie_dog.@20240806-200546/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_prairie_dog.
+seed: 0
+use_timestamp: true
+timestamp: '@20240806-200546'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_prairie_dog.@20240806-200546
+trial_dir: /results/dreamfusion-sd/A_prairie_dog.@20240806-200546
+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 prairie dog.
+  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_prairie_dog.@20240806-200546/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_preterist.@20240808-115248/ckpts/epoch=0-step=10000.ckpt

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+oid sha256:27b291423e5a370c580b9ee316d019e90e7f2e99f470a010e61f8293d66031dd
+size 151451855

3Dsckpts/dreamfusion_sd/A_preterist.@20240808-115248/ckpts/last.ckpt

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+size 151451855

3Dsckpts/dreamfusion_sd/A_preterist.@20240808-115248/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_preterist.
+seed: 0
+use_timestamp: true
+timestamp: '@20240808-115248'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_preterist.@20240808-115248
+trial_dir: /results/dreamfusion-sd/A_preterist.@20240808-115248
+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 preterist.
+  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_preterist.@20240808-115248/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_prince_charming;_a_hemstitch_(embroidery);_a_mcburney's_point._In_the_mythological_painting_genre.@20240814-155818/ckpts/epoch=0-step=10000.ckpt

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+name: dreamfusion-sd
+description: ''
+tag: A_prince_charming;_a_hemstitch_(embroidery);_a_mcburney's_point._In_the_mythological_painting_genre.
+seed: 0
+use_timestamp: true
+timestamp: '@20240814-155818'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_prince_charming;_a_hemstitch_(embroidery);_a_mcburney's_point._In_the_mythological_painting_genre.@20240814-155818
+trial_dir: /results/dreamfusion-sd/A_prince_charming;_a_hemstitch_(embroidery);_a_mcburney's_point._In_the_mythological_painting_genre.@20240814-155818
+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 prince charming; a hemstitch (embroidery); a mcburney's point. In the
+      mythological painting genre.
+  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_prince_charming;_a_hemstitch_(embroidery);_a_mcburney's_point._In_the_mythological_painting_genre.@20240814-155818/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_probability_theorist_is_piled_to_create_the_coastline._In_the_style_of_the_artist_Pierre-Narcisse_Guerin.@20240814-033512/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_probability_theorist_is_piled_to_create_the_coastline._In_the_style_of_the_artist_Pierre-Narcisse_Guerin.@20240814-033512/configs/parsed.yaml

@@ -0,0 +1,110 @@
+name: dreamfusion-sd
+description: ''
+tag: A_probability_theorist_is_piled_to_create_the_coastline._In_the_style_of_the_artist_Pierre-Narcisse_Guerin.
+seed: 0
+use_timestamp: true
+timestamp: '@20240814-033512'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_probability_theorist_is_piled_to_create_the_coastline._In_the_style_of_the_artist_Pierre-Narcisse_Guerin.@20240814-033512
+trial_dir: /results/dreamfusion-sd/A_probability_theorist_is_piled_to_create_the_coastline._In_the_style_of_the_artist_Pierre-Narcisse_Guerin.@20240814-033512
+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 probability theorist is piled to create the coastline. In the style
+      of the artist Pierre-Narcisse Guerin.
+  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_probability_theorist_is_piled_to_create_the_coastline._In_the_style_of_the_artist_Pierre-Narcisse_Guerin.@20240814-033512/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_probationer_(nurse);_white_fungus;_a_kohleria._With_the_Abstract_Expressionism_painting_style.@20240814-191424/ckpts/epoch=0-step=10000.ckpt

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+size 151452175

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+size 151452175

3Dsckpts/dreamfusion_sd/A_probationer_(nurse);_white_fungus;_a_kohleria._With_the_Abstract_Expressionism_painting_style.@20240814-191424/configs/parsed.yaml

@@ -0,0 +1,110 @@
+name: dreamfusion-sd
+description: ''
+tag: A_probationer_(nurse);_white_fungus;_a_kohleria._With_the_Abstract_Expressionism_painting_style.
+seed: 0
+use_timestamp: true
+timestamp: '@20240814-191424'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_probationer_(nurse);_white_fungus;_a_kohleria._With_the_Abstract_Expressionism_painting_style.@20240814-191424
+trial_dir: /results/dreamfusion-sd/A_probationer_(nurse);_white_fungus;_a_kohleria._With_the_Abstract_Expressionism_painting_style.@20240814-191424
+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 probationer (nurse); white fungus; a kohleria. With the Abstract Expressionism
+      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_probationer_(nurse);_white_fungus;_a_kohleria._With_the_Abstract_Expressionism_painting_style.@20240814-191424/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_probiotic.@20240807-112917/ckpts/epoch=0-step=10000.ckpt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4c225cd92d4f23f1f952bf5cc155cb051e6e1f03be18e4103a2bfb09b1467809
+size 151451855

3Dsckpts/dreamfusion_sd/A_probiotic.@20240807-112917/ckpts/last.ckpt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4c225cd92d4f23f1f952bf5cc155cb051e6e1f03be18e4103a2bfb09b1467809
+size 151451855

3Dsckpts/dreamfusion_sd/A_probiotic.@20240807-112917/configs/parsed.yaml

@@ -0,0 +1,109 @@
+name: dreamfusion-sd
+description: ''
+tag: A_probiotic.
+seed: 0
+use_timestamp: true
+timestamp: '@20240807-112917'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_probiotic.@20240807-112917
+trial_dir: /results/dreamfusion-sd/A_probiotic.@20240807-112917
+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 probiotic.
+  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_probiotic.@20240807-112917/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}