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repro_singleseq_idr.yaml 1.18 KB
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Jeremy Reizenstein's avatar
implicitron v0 (#1133)  
Jeremy Reizenstein committed
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defaults:
- repro_singleseq_base
- _self_
generic_model_args:
  loss_weights:
    loss_mask_bce: 100.0
    loss_kl: 0.0
    loss_rgb_mse: 1.0
    loss_eikonal: 0.1
  chunk_size_grid: 65536
  num_passes: 1
  view_pool: false
  implicit_function_IdrFeatureField_args:
    n_harmonic_functions_xyz: 6
    bias: 0.6
    d_in: 3
    d_out: 1
    dims:
    - 512
    - 512
    - 512
    - 512
    - 512
    - 512
    - 512
    - 512
    geometric_init: true
    pooled_feature_dim: 0
    skip_in:
    - 6
    weight_norm: true
  renderer_SignedDistanceFunctionRenderer_args:
    ray_tracer_args:
      line_search_step: 0.5
      line_step_iters: 3
      n_secant_steps: 8
      n_steps: 100
      object_bounding_sphere: 8.0
      sdf_threshold: 5.0e-05
    ray_normal_coloring_network_args:
      d_in: 9
      d_out: 3
      dims:
      - 512
      - 512
      - 512
      - 512
      mode: idr
      n_harmonic_functions_dir: 4
      pooled_feature_dim: 0
      weight_norm: true
  raysampler_args:
    n_rays_per_image_sampled_from_mask: 1024
    n_pts_per_ray_training: 0
    n_pts_per_ray_evaluation: 0
  renderer_class_type: SignedDistanceFunctionRenderer
  implicit_function_class_type: IdrFeatureField