seed: 42
data:
  mode: on_the_fly_degradation
  image_size: 512
  num_workers: 8
  prefetch_factor: 2
  verify_paths: true
  frozen_eval_manifest: dataset/scene_metadata/splits/frozen_eval_degradations.jsonl
model:
  feature_dim: 128
  planner_hidden_dim: 128
  num_palette_bases: 8
  lut_size: 33
training:
  epochs: 10
  batch_size: 16
  learning_rate: 2.0e-05
  weight_decay: 0.0001
  amp: true
  gradient_clip: 5.0
  checkpoint_every: 1
  ema:
    enabled: true
    decay: 0.995
    warmup: false
  scheduler:
    name: cosine
    eta_min: 2.0e-06
  early_stopping:
    enabled: true
    patience: 5
    min_delta: 0.001
loss:
  reconstruction: 1.0
  content: 0.5
  color_moments: 0.1
  lab_color: 0.25
  skin: 0.1
  lut_smoothness: 0.0001
  lut_monotonicity: 0.0001
  lut_diversity: 0.001
  gamut_clipping: 0.001
  output_clipping: 0.05
  output_clipping_margin: 0.00784313725490196
  palette_balance: 0.01
  palette_specialization: 0.001
  adjustment_regularization: 0.001
evaluation:
  fixture_manifest: dataset/scene_metadata/evaluation/v1_val_fixture.csv
  image_size: 256
  batch_size: 8
  num_workers: 2
  primary_metric: ciede2000
  selection_policy: constrained
  baseline_method: universal_lut
  baseline_ciede2000: 7.225568388899167
  maximum_lab_mae: 4.484619155526161
  minimum_ssim_luma: 0.7614176272917819
  minimum_edge_correlation: 0.95
  maximum_clipped_pixel_ratio: 0.005
  minimum_active_bases: 4
  minimum_effective_basis_count: 2.0
  minimum_pairwise_lut_l1: 0.001
  minimum_scene_plan_variation: 0.01