[WIP] Upload folder using huggingface_hub (multi-commit 31428da099c8ea7bca8ed3fb2ac90db13b9c93e8045135cdd0453a3c6bbd2f33)

3Dsckpts/dreamfusion_sd/A_Baroque_architecture_and_heavily_built_flashboard._Using_the_sand_painting_technique.@20240814-051219/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_Baroque_architecture_and_heavily_built_flashboard._Using_the_sand_painting_technique.@20240814-051219/ckpts/last.ckpt

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3Dsckpts/dreamfusion_sd/A_Baroque_architecture_and_heavily_built_flashboard._Using_the_sand_painting_technique.@20240814-051219/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_Baroque_architecture_and_heavily_built_flashboard._Using_the_sand_painting_technique.
+seed: 0
+use_timestamp: true
+timestamp: '@20240814-051219'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Baroque_architecture_and_heavily_built_flashboard._Using_the_sand_painting_technique.@20240814-051219
+trial_dir: /results/dreamfusion-sd/A_Baroque_architecture_and_heavily_built_flashboard._Using_the_sand_painting_technique.@20240814-051219
+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 Baroque architecture and heavily built flashboard. Using the sand 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_Baroque_architecture_and_heavily_built_flashboard._Using_the_sand_painting_technique.@20240814-051219/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_Beaux-Arts_architecture_achaean;_a_golliwog.@20240811-162145/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_Beaux-Arts_architecture_achaean;_a_golliwog.@20240811-162145/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_Beaux-Arts_architecture_achaean;_a_golliwog.
+seed: 0
+use_timestamp: true
+timestamp: '@20240811-162145'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Beaux-Arts_architecture_achaean;_a_golliwog.@20240811-162145
+trial_dir: /results/dreamfusion-sd/A_Beaux-Arts_architecture_achaean;_a_golliwog.@20240811-162145
+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 Beaux-Arts architecture achaean; a golliwog.
+  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_Beaux-Arts_architecture_achaean;_a_golliwog.@20240811-162145/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_Beaux-Arts_architecture_sailing_vessel;_a_citrophilous_mealybug._With_the_Ink_and_wash_painting_painting_style_and_using_the_woodcut_painting_technique.@20240817-060717/ckpts/epoch=0-step=10000.ckpt

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+size 151452431

3Dsckpts/dreamfusion_sd/A_Beaux-Arts_architecture_sailing_vessel;_a_citrophilous_mealybug._With_the_Ink_and_wash_painting_painting_style_and_using_the_woodcut_painting_technique.@20240817-060717/ckpts/last.ckpt

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3Dsckpts/dreamfusion_sd/A_Beaux-Arts_architecture_sailing_vessel;_a_citrophilous_mealybug._With_the_Ink_and_wash_painting_painting_style_and_using_the_woodcut_painting_technique.@20240817-060717/configs/parsed.yaml

@@ -0,0 +1,110 @@
+name: dreamfusion-sd
+description: ''
+tag: A_Beaux-Arts_architecture_sailing_vessel;_a_citrophilous_mealybug._With_the_Ink_and_wash_painting_painting_style_and_using_the_woodcut_painting_technique.
+seed: 0
+use_timestamp: true
+timestamp: '@20240817-060717'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Beaux-Arts_architecture_sailing_vessel;_a_citrophilous_mealybug._With_the_Ink_and_wash_painting_painting_style_and_using_the_woodcut_painting_technique.@20240817-060717
+trial_dir: /results/dreamfusion-sd/A_Beaux-Arts_architecture_sailing_vessel;_a_citrophilous_mealybug._With_the_Ink_and_wash_painting_painting_style_and_using_the_woodcut_painting_technique.@20240817-060717
+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 Beaux-Arts architecture sailing vessel; a citrophilous mealybug. With
+      the Ink and wash painting painting style and using the woodcut 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_Beaux-Arts_architecture_sailing_vessel;_a_citrophilous_mealybug._With_the_Ink_and_wash_painting_painting_style_and_using_the_woodcut_painting_technique.@20240817-060717/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_Beaux-Arts_architecture_villager;_a_librarian.@20240812-143124/ckpts/epoch=0-step=10000.ckpt

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+size 151451983

3Dsckpts/dreamfusion_sd/A_Beaux-Arts_architecture_villager;_a_librarian.@20240812-143124/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_Beaux-Arts_architecture_villager;_a_librarian.
+seed: 0
+use_timestamp: true
+timestamp: '@20240812-143124'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Beaux-Arts_architecture_villager;_a_librarian.@20240812-143124
+trial_dir: /results/dreamfusion-sd/A_Beaux-Arts_architecture_villager;_a_librarian.@20240812-143124
+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 Beaux-Arts architecture villager; a librarian.
+  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_Beaux-Arts_architecture_villager;_a_librarian.@20240812-143124/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_Byzantine_architecture_torch_singer._With_the_Minimalism_painting_style_and_using_the_pastel_painting_technique.@20240808-070307/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_Byzantine_architecture_torch_singer._With_the_Minimalism_painting_style_and_using_the_pastel_painting_technique.@20240808-070307/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_Byzantine_architecture_torch_singer._With_the_Minimalism_painting_style_and_using_the_pastel_painting_technique.
+seed: 0
+use_timestamp: true
+timestamp: '@20240808-070307'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Byzantine_architecture_torch_singer._With_the_Minimalism_painting_style_and_using_the_pastel_painting_technique.@20240808-070307
+trial_dir: /results/dreamfusion-sd/A_Byzantine_architecture_torch_singer._With_the_Minimalism_painting_style_and_using_the_pastel_painting_technique.@20240808-070307
+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 Byzantine architecture torch singer. With the Minimalism painting style
+      and using the pastel 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_Byzantine_architecture_torch_singer._With_the_Minimalism_painting_style_and_using_the_pastel_painting_technique.@20240808-070307/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_Cal_Poly_Green_golden_oriole.@20240814-145144/ckpts/epoch=0-step=10000.ckpt

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+size 151451919

3Dsckpts/dreamfusion_sd/A_Cal_Poly_Green_golden_oriole.@20240814-145144/ckpts/last.ckpt

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+size 151451919

3Dsckpts/dreamfusion_sd/A_Cal_Poly_Green_golden_oriole.@20240814-145144/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_Cal_Poly_Green_golden_oriole.
+seed: 0
+use_timestamp: true
+timestamp: '@20240814-145144'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Cal_Poly_Green_golden_oriole.@20240814-145144
+trial_dir: /results/dreamfusion-sd/A_Cal_Poly_Green_golden_oriole.@20240814-145144
+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 Cal Poly Green golden oriole.
+  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_Cal_Poly_Green_golden_oriole.@20240814-145144/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_Chicago_school_architecture_arthritic._With_the_Academicism_painting_style.@20240816-205329/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_Chicago_school_architecture_arthritic._With_the_Academicism_painting_style.@20240816-205329/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_Chicago_school_architecture_arthritic._With_the_Academicism_painting_style.
+seed: 0
+use_timestamp: true
+timestamp: '@20240816-205329'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Chicago_school_architecture_arthritic._With_the_Academicism_painting_style.@20240816-205329
+trial_dir: /results/dreamfusion-sd/A_Chicago_school_architecture_arthritic._With_the_Academicism_painting_style.@20240816-205329
+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 Chicago school architecture arthritic. With the Academicism 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_Chicago_school_architecture_arthritic._With_the_Academicism_painting_style.@20240816-205329/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_Chicago_school_architecture_new_world_opah._In_the_style_of_the_artist_Utagawa_Hiroshige_and_using_the_pencil_drawing_technique.@20240809-104944/ckpts/epoch=0-step=10000.ckpt

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@@ -0,0 +1,110 @@
+name: dreamfusion-sd
+description: ''
+tag: A_Chicago_school_architecture_new_world_opah._In_the_style_of_the_artist_Utagawa_Hiroshige_and_using_the_pencil_drawing_technique.
+seed: 0
+use_timestamp: true
+timestamp: '@20240809-104944'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Chicago_school_architecture_new_world_opah._In_the_style_of_the_artist_Utagawa_Hiroshige_and_using_the_pencil_drawing_technique.@20240809-104944
+trial_dir: /results/dreamfusion-sd/A_Chicago_school_architecture_new_world_opah._In_the_style_of_the_artist_Utagawa_Hiroshige_and_using_the_pencil_drawing_technique.@20240809-104944
+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 Chicago school architecture new world opah. In the style of the artist
+      Utagawa Hiroshige and using the pencil drawing 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_Chicago_school_architecture_new_world_opah._In_the_style_of_the_artist_Utagawa_Hiroshige_and_using_the_pencil_drawing_technique.@20240809-104944/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_Colonial_architecture_nagami._In_the_genre_painting_genre_and_with_the_Joseon_Dynasty_painting_style.@20240809-115330/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_Colonial_architecture_nagami._In_the_genre_painting_genre_and_with_the_Joseon_Dynasty_painting_style.@20240809-115330/configs/parsed.yaml

@@ -0,0 +1,110 @@
+name: dreamfusion-sd
+description: ''
+tag: A_Colonial_architecture_nagami._In_the_genre_painting_genre_and_with_the_Joseon_Dynasty_painting_style.
+seed: 0
+use_timestamp: true
+timestamp: '@20240809-115330'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Colonial_architecture_nagami._In_the_genre_painting_genre_and_with_the_Joseon_Dynasty_painting_style.@20240809-115330
+trial_dir: /results/dreamfusion-sd/A_Colonial_architecture_nagami._In_the_genre_painting_genre_and_with_the_Joseon_Dynasty_painting_style.@20240809-115330
+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 Colonial architecture nagami. In the genre painting genre and with the
+      Joseon Dynasty 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_Colonial_architecture_nagami._In_the_genre_painting_genre_and_with_the_Joseon_Dynasty_painting_style.@20240809-115330/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_Lilliputian_and_good-looking_cowage_(mucuna).@20240812-074938/ckpts/epoch=0-step=10000.ckpt

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+oid sha256:eb2b620781f26415f239fd1e93df63de3d01ee17cb1255455f1644414c38d8a9
+size 151451983

3Dsckpts/dreamfusion_sd/A_Lilliputian_and_good-looking_cowage_(mucuna).@20240812-074938/ckpts/last.ckpt

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+size 151451983

3Dsckpts/dreamfusion_sd/A_Lilliputian_and_good-looking_cowage_(mucuna).@20240812-074938/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_Lilliputian_and_good-looking_cowage_(mucuna).
+seed: 0
+use_timestamp: true
+timestamp: '@20240812-074938'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Lilliputian_and_good-looking_cowage_(mucuna).@20240812-074938
+trial_dir: /results/dreamfusion-sd/A_Lilliputian_and_good-looking_cowage_(mucuna).@20240812-074938
+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 Lilliputian and good-looking cowage (mucuna).
+  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_Lilliputian_and_good-looking_cowage_(mucuna).@20240812-074938/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_Lilliputian_and_honeycombed_saddle_oxford._Using_the_pen_drawing_technique.@20240813-172250/ckpts/epoch=0-step=10000.ckpt

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+size 151452111

3Dsckpts/dreamfusion_sd/A_Lilliputian_and_honeycombed_saddle_oxford._Using_the_pen_drawing_technique.@20240813-172250/ckpts/last.ckpt

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+size 151452111

3Dsckpts/dreamfusion_sd/A_Lilliputian_and_honeycombed_saddle_oxford._Using_the_pen_drawing_technique.@20240813-172250/configs/parsed.yaml

@@ -0,0 +1,109 @@
+name: dreamfusion-sd
+description: ''
+tag: A_Lilliputian_and_honeycombed_saddle_oxford._Using_the_pen_drawing_technique.
+seed: 0
+use_timestamp: true
+timestamp: '@20240813-172250'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Lilliputian_and_honeycombed_saddle_oxford._Using_the_pen_drawing_technique.@20240813-172250
+trial_dir: /results/dreamfusion-sd/A_Lilliputian_and_honeycombed_saddle_oxford._Using_the_pen_drawing_technique.@20240813-172250
+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 Lilliputian and honeycombed saddle oxford. Using the pen drawing 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_Lilliputian_and_honeycombed_saddle_oxford._Using_the_pen_drawing_technique.@20240813-172250/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_Novelty_architecture_subarachnoid_space._Using_the_oil_painting_technique.@20240818-054102/ckpts/epoch=0-step=10000.ckpt

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3Dsckpts/dreamfusion_sd/A_Novelty_architecture_subarachnoid_space._Using_the_oil_painting_technique.@20240818-054102/ckpts/last.ckpt

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3Dsckpts/dreamfusion_sd/A_Novelty_architecture_subarachnoid_space._Using_the_oil_painting_technique.@20240818-054102/configs/parsed.yaml

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+name: dreamfusion-sd
+description: ''
+tag: A_Novelty_architecture_subarachnoid_space._Using_the_oil_painting_technique.
+seed: 0
+use_timestamp: true
+timestamp: '@20240818-054102'
+exp_root_dir: /results
+exp_dir: /results/dreamfusion-sd
+trial_name: A_Novelty_architecture_subarachnoid_space._Using_the_oil_painting_technique.@20240818-054102
+trial_dir: /results/dreamfusion-sd/A_Novelty_architecture_subarachnoid_space._Using_the_oil_painting_technique.@20240818-054102
+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 Novelty architecture subarachnoid space. Using the oil 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_Novelty_architecture_subarachnoid_space._Using_the_oil_painting_technique.@20240818-054102/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_Palladian_architecture_auk._In_the_style_of_the_artist_Kazimir_Malevich_and_using_the_charcoal_drawing_technique.@20240809-094603/ckpts/epoch=0-step=10000.ckpt

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+oid sha256:1f9414b56990a14867b6521779380f5b7fca508aea01532b6e8468dbdca30f83
+size 151452239

3Dsckpts/dreamfusion_sd/A_Palladian_architecture_auk._In_the_style_of_the_artist_Kazimir_Malevich_and_using_the_charcoal_drawing_technique.@20240809-094603/ckpts/last.ckpt

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+oid sha256:1f9414b56990a14867b6521779380f5b7fca508aea01532b6e8468dbdca30f83
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