configs/validation/scenedino.yaml

validation:
  metrics:
    - type: depth
      args: null
    - type: dino
      args: null
  subset:
    type: range
    args:
      start: 0
      end: 128
  save_best:
    metric: dino_cos_sim
    sign: 1
  log_loss: false
  global_step:
    type: "trainer iteration" 
  events:
    # - type: STARTED
    #   args: null
    - type: ITERATION_COMPLETED
      args:
        every: 5000
    # - type: EPOCH_COMPLETED
    #   args:
    #     every: 1
    - type: COMPLETED
      args: null

visualization:
  metrics:
    - type: depth
      args: null
  subset:
    type: range
    args:
      start: 200
      end: 201
  visualize:
    input_imgs: null
    reconstructed_imgs: null
    reconstruction_rmse: null
    dino_gt: null
    reconstructed_dino: null
    reconstructed_dino_downsampled: null
    batch_dino_gt: null
    batch_dino_artifacts: null
    batch_dino_features_kmeans: null
    batch_dino_gt_kmeans: null
    batch_reconstructed_dino: null
    batch_reconstructed_dino_downsampled: null
    dino_downsampling_salience: null
    dino_downsampling_weight: null
    dino_downsampling_per_patch_weight: null
    dino_cos_sim_downsampled: null
    depth: null
    depth_profile: null
    alpha_sum: null
    ray_entropy: null
    ray_entropy_weights: null
    invalids: null
    rendered_flow: null
    predicted_occlusions: null
    uncertainty: null
  log_loss: false
  global_step:
    type: "trainer iteration"
  events:
    - type: STARTED
      args: null
    - type: ITERATION_COMPLETED
      args:
        every: 5000
    # - type: EPOCH_COMPLETED
    #   args:
    #     every: 1
    - type: COMPLETED
      args: null