mirror of
https://github.com/deepseek-ai/DreamCraft3D
synced 2024-12-04 18:15:11 +00:00
133 lines
3.4 KiB
YAML
133 lines
3.4 KiB
YAML
name: "dreamcraft3d-geometry"
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tag: "${rmspace:${system.prompt_processor.prompt},_}"
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exp_root_dir: "outputs"
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seed: 0
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data_type: "single-image-datamodule"
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data:
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image_path: ./load/images/hamburger_rgba.png
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height: 1024
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width: 1024
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default_elevation_deg: 0.0
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default_azimuth_deg: 0.0
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default_camera_distance: 3.8
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default_fovy_deg: 20.0
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requires_depth: ${cmaxgt0orcmaxgt0:${system.loss.lambda_depth},${system.loss.lambda_depth_rel}}
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requires_normal: ${cmaxgt0:${system.loss.lambda_normal}}
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use_mixed_camera_config: false
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random_camera:
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height: 1024
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width: 1024
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batch_size: 1
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eval_height: 1024
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eval_width: 1024
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eval_batch_size: 1
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elevation_range: [-10, 45]
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azimuth_range: [-180, 180]
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camera_distance_range: [3.8, 3.8]
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fovy_range: [20.0, 20.0] # Zero123 has fixed fovy
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progressive_until: 0
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camera_perturb: 0.0
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center_perturb: 0.0
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up_perturb: 0.0
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eval_elevation_deg: ${data.default_elevation_deg}
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eval_camera_distance: ${data.default_camera_distance}
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eval_fovy_deg: ${data.default_fovy_deg}
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batch_uniform_azimuth: false
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n_val_views: 40
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n_test_views: 120
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system_type: "dreamcraft3d-system"
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system:
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stage: geometry
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use_mixed_camera_config: ${data.use_mixed_camera_config}
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geometry_convert_from: ???
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geometry_convert_inherit_texture: true
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geometry_type: "tetrahedra-sdf-grid"
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geometry:
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radius: 2.0 # consistent with coarse
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isosurface_resolution: 128
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isosurface_deformable_grid: true
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material_type: "no-material"
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material:
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n_output_dims: 3
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background_type: "solid-color-background"
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renderer_type: "nvdiff-rasterizer"
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renderer:
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context_type: cuda
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prompt_processor_type: "deep-floyd-prompt-processor"
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prompt_processor:
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pretrained_model_name_or_path: "DeepFloyd/IF-I-XL-v1.0"
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prompt: ???
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use_perp_neg: true
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guidance_type: "deep-floyd-guidance"
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guidance:
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pretrained_model_name_or_path: "DeepFloyd/IF-I-XL-v1.0"
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guidance_scale: 20
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min_step_percent: 0.02
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max_step_percent: 0.5
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guidance_3d_type: "stable-zero123-guidance"
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guidance_3d:
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pretrained_model_name_or_path: "./load/zero123/stable_zero123.ckpt"
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pretrained_config: "./load/zero123/sd-objaverse-finetune-c_concat-256.yaml"
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cond_image_path: ${data.image_path}
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cond_elevation_deg: ${data.default_elevation_deg}
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cond_azimuth_deg: ${data.default_azimuth_deg}
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cond_camera_distance: ${data.default_camera_distance}
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guidance_scale: 5.0
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min_step_percent: 0.2 # (start_iter, start_val, end_val, end_iter)
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max_step_percent: 0.5
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freq:
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n_ref: 2
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ref_only_steps: 0
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ref_or_guidance: "accumulate"
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no_diff_steps: 0
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guidance_eval: 0
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n_rgb: 4
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loggers:
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wandb:
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enable: false
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project: "threestudio"
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loss:
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lambda_sd: 0.1
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lambda_3d_sd: 0.1
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lambda_rgb: 1000.0
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lambda_mask: 100.0
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lambda_mask_binary: 0.0
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lambda_depth: 0.0
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lambda_depth_rel: 0.0
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lambda_normal: 0.0
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lambda_normal_smooth: 0.
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lambda_3d_normal_smooth: 0.
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lambda_normal_consistency: [1000,10.0,1,2000]
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lambda_laplacian_smoothness: 0.0
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optimizer:
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name: Adam
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args:
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lr: 0.005
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betas: [0.9, 0.99]
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eps: 1.e-15
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trainer:
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max_steps: 5000
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log_every_n_steps: 1
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num_sanity_val_steps: 0
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val_check_interval: 200
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enable_progress_bar: true
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precision: 32
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strategy: "ddp_find_unused_parameters_true"
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checkpoint:
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save_last: true
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save_top_k: -1
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every_n_train_steps: ${trainer.max_steps} |