# configs/train_2photon.yaml
experiment:
  name: "2photon_12keV"

data:
  sample_folder: "/mnt/sls_det_storage/moench_data/MLXID/Samples/Simulation/Moench040"
  energy: 12 ### in keV
  noise_keV: 0.13
  noise_threshold: 0.0 ### set values below (noise * noise_threshold) to zero
  normalize: false

  batch_size_train: 4096
  batch_size_val: 1024
  batch_size_test: 1024
  num_workers: 32
  train_file_range: [0, 12]
  val_file_range: [13, 14]
  test_file_range: [15, 15]
  n_size: 7 ### size of sub-images containing 2 photons

model:
  version: "260507" ## 251124

training:
  epochs: 1000
  learning_rate: 1.0e-3
  weight_decay: 1.0e-4
  scheduler_factor: 0.7
  scheduler_patience: 5
  checkpoint_epochs: [10, 30, 50, 100, 150, 300, 500, 1000]

loss:
  type: "two_point_set_loss_smooth_l1" #"two_point_set_loss_l2"