config.yaml

device:
  base_exp_dir: /home/featurize/PeRF/exp
exp_name: nerf_experiment
mode: render_dense
is_continue: true
dataset_class_name: WildDataset
dataset:
  image_resize:
  - 2048
  - 1024
  image_path: /home/featurize/PeRF/example_data/kitchen/image.png
pose_sampler_name: CirclePoseSampler
pose_sampler:
  traverse_ratios:
  - 0.2
  - 0.4
  - 0.6
  n_anchors_per_ratio:
  - 8
  - 8
  - 8
rgbd_inpaint: false
pers_inpainter_type: stable_diffusion
scene_class_name: NeRFScene
scene:
  estimator_type: occ
  renderer_conf:
    max_radius: 2
    bg_color: rand_noise
  train_conf:
    ignore_near: true
    cross_depth_check: true
    raw_phase_iter_geo: 3000
    raw_phase_iter_app: 1500
    geo_optimizer:
      init_lr: 0.0
      peak_lr: 0.01
      peak_at: 0.2
      lr_alpha: 0.01
    app_optimizer:
      init_lr: 0.0
      peak_lr: 0.01
      peak_at: 0.2
      lr_alpha: 0.01
    prop_optimizer:
      init_lr: 0.0001
      peak_lr: 0.001
      peak_at: 0.1
      lr_alpha: 0.1
    color_loss_weight: 1.0
    depth_loss_weight: 1.0
    density_loss_weight: 0.0
    disp_loss_weight: 0.0
    opacity_loss_weight: 0.0
    distortion_loss_weight: 0.1
    certainty_loss_weight: 0.0
    pixel_loss_batch_size: 8192
    vis_adv_patch_freq: 200
    vis_freq: 5000
    vis_video_freq: 25000
    save_freq: 1000000
    patch_real_filter_angle: 45
    patch_fov: 45
    patch_res: 128