# GridBased frame generation -- 12 keV, MOENCH040 @150 V (WP1.2, stamp-reuse variant)
#
# Frames are composed from the existing noiseless single-photon MC stamps
# (McGeneration output).  Charge superposition is linear, so pile-up frames can
# be assembled by summing stamps; detector noise is applied once per frame.

meta:
  energy: 12            # keV, beam energy of the stamp library
  sensor: Moench040
  hv: 150               # V
  pixel_size_um: 25
  sensor_thickness_um: 650

stamps:
  folder: /mnt/sls_det_storage/moench_data/MLXID/Samples/Simulation/Moench040
  pattern: "12keV_Moench040_150V_{}.npz"
  train_files: [0, 11]        # inclusive index range -> 12 shards
  val_files: [12, 13]
  test_files: [14, 15]

frame:
  size: 32                    # training frame side (px).  Fully-convolutional
                              # model => inference runs on full 400x400 frames.
  margin: 4                   # ring (px) over which photons are also thrown so
                              # that out-of-frame photons leak charge in

noise:
  pixel_keV: 0.13             # per-pixel Gaussian, matches the iWoRiD study
  common_mode_row_keV: 0.0    # WP1.3: switch on once measured
  common_mode_col_keV: 0.0

edge_augmentation:
  fraction: 0.08              # fraction of frames containing a sensor boundary

output:
  folder: /mnt/sls_det_storage/moench_data/MLXID/Samples/GridBased/12keV_Moench040_150V

splits:
  train:
    frames_per_shard: 200_000   # 12 shards -> 2.4M frames, ~60M photons
    occupancy: {mode: loguniform, min: 0.002, max: 0.10}
  val:
    frames_per_shard: 80_000
    occupancy: {mode: loguniform, min: 0.002, max: 0.10}
  test:
    frames_per_shard: 80_000
    occupancy: {mode: loguniform, min: 0.002, max: 0.10}

# fixed-occupancy sets, for scanning performance vs flux
eval_scan:
  # 20 % and 50 % are far outside the 0.2-10 % training range on purpose:
  # they are where the cluster chains stop working and the grid chain has to
  # be shown extrapolating.  Appended, never reordered -- the per-point seed
  # is base_seed + 9000 + index, so inserting a point would reshuffle the
  # existing ones.
  occupancies: [0.005, 0.01, 0.02, 0.05, 0.10, 0.20, 0.50]
  frames_each: 8_000
  stamp_files: [14, 15]
  edge_fraction: 0.0

runtime:
  n_workers: 16
  seed: 20260830