configs/validation/semantic.yaml

validation:
  metrics:
    - type: seg
      agg_type: unsup_seg
      args:
        n_classes: 19
        gt_classes: 19
    - type: stego
      agg_type: concat
  subset:
    type: random
    args:
      size: 32
  save_best:
    metric: "stego_cluster_weighted_miou"
    update_model: true
    dry_run: false
  log_loss: false
  global_step:
    type: "trainer iteration"
  events:
    # - type: STARTED
    #   args: null
    - type: ITERATION_COMPLETED
      args:
        every: 100
    # - type: EPOCH_COMPLETED
    #   args:
    #     every: 1
    # - type: COMPLETED
    #   args: null

visualization_seg:
  metrics: {}
  subset:
    type: range
    args:
      start: 300
      end: 301
  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
    segs_gt: null
    segs_pred: null
    batch_reconstructed_dino: null
    batch_dino_features_kmeans: 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: 100
    # - type: EPOCH_COMPLETED
    #   args:
    #     every: 1
    # - type: COMPLETED
    #   args: null