# GridBased frame generation -- polychromatic 5-30 keV, MOENCH014 @150 V (WP1.2)
#
# Every photon gets its own energy, its own conversion depth from that energy's
# attenuation length, and the charge cloud that the alpha(E, t) / beta(E, t)
# table gives for the resulting drift time.  The single-energy stamp-reuse path
# is untouched and still lives in generate_frames_12keV.yaml.

meta:
  sensor: Moench014
  hv: 150                     # V
  pixel_size_um: 25
  sensor_thickness_um: 320
  depletion_voltage: 29.6     # V
  temperature: 307.8          # K, = 273 + 20.0 + 14.8

generation:
  mode: lut
  lut: data/charge_lut_Moench014_150V.npz

spectrum:
  # flat, so the regression carries no spectral prior of its own; the table
  # covers 5-30 keV, and sampling to its edges means the outermost ~1 keV
  # regresses with a one-sided prior
  train: {mode: flat, min: 5.0, max: 30.0}
  val:   {mode: flat, min: 5.0, max: 30.0}
  test:  {mode: flat, min: 5.0, max: 30.0}
  eval:  {mode: flat, min: 5.0, max: 30.0}

frame:
  size: 32
  margin: 4

noise:
  pixel_keV: 0.13
  common_mode_row_keV: 0.0
  common_mode_col_keV: 0.0

edge_augmentation:
  fraction: 0.08

output:
  folder: /mnt/sls_det_storage/moench_data/MLXID/Samples/GridBased/poly5to30keV_Moench014_150V

splits:
  train:
    n_shards: 12
    frames_per_shard: 100_000
    occupancy: {mode: loguniform, min: 0.002, max: 0.10}
  val:
    n_shards: 2
    frames_per_shard: 40_000
    occupancy: {mode: loguniform, min: 0.002, max: 0.10}
  test:
    n_shards: 2
    frames_per_shard: 40_000
    occupancy: {mode: loguniform, min: 0.002, max: 0.10}

eval_scan:
  occupancies: [0.005, 0.01, 0.02, 0.05, 0.10]
  frames_each: 8_000
  stamp_files: [0, 1]
  edge_fraction: 0.0

runtime:
  n_workers: 14
  seed: 20260901