seed: 42
data:
  root: data
  format_version: clay_synthetic_v1_5_engineering_v1
  train_samples: 4
  test_samples: 2
  image_size: 64
  sensors:
    sentinel-2-l2a:
      channels: 10
      gsd: 10.0
      wavelengths_nm: [493, 560, 665, 704, 740, 783, 842, 865, 1610, 2190]
      rgb_indices: [2, 1, 0]
    landsat-c2l2-sr:
      channels: 6
      gsd: 30.0
      wavelengths_nm: [650, 560, 480, 860, 1600, 2200]
      rgb_indices: [0, 1, 2]
    sentinel-1-rtc:
      channels: 2
      gsd: 10.0
      wavelengths_nm: [3500, 4000]
      rgb_indices: [0, 1, 0]
model:
  patch_size: 8
  mask_ratio: 0.75
  encoder_dim: 96
  encoder_depth: 2
  encoder_heads: 4
  decoder_dim: 64
  decoder_depth: 1
  decoder_heads: 4
  wave_dim: 32
  wave_latents: 16
  teacher_dim: 128
  norm_pix_loss: false
paper_model:
  patch_size: 8
  mask_ratio: 0.75
  encoder_dim: 1024
  encoder_depth: 24
  encoder_heads: 16
  decoder_dim: 512
  decoder_depth: 4
  decoder_heads: 4
  parameter_count: 632M_including_DINOv2_teacher
  encoder_parameter_count: 311M
  teacher: DINOv2_304M
train:
  epochs: 1
  batch_size: 2
  learning_rate: 0.0005
  weight_decay: 0.000001
  reconstruction_weight: 0.95
  representation_weight: 0.05
  num_workers: 0
runtime:
  device: auto
paths:
  checkpoint: result/checkpoints/clayfoundation.pt
  training_metrics: result/training/metrics.json
  inference_dir: result/output
  evaluation_dir: result/evaluation