configs/shimnet_700.yaml

model:
  name: ShimNetWithSCRF
  kwargs:
    rensponse_length: 61
    resnponse_head_dims:
    - 128
training:
- batch_size: 64
  learning_rate: 0.001
  max_iters: 1600000
- batch_size: 512
  learning_rate: 0.001
  max_iters: 6400000
- batch_size: 512
  learning_rate: 0.0005
  max_iters: 12800000
- batch_size: 800
  learning_rate: 0.0005
  max_iters: 12800000
losses_weights:
  clean: 1.0
  noised: 1.0
  response: 1.0
data:
  response_functions_files:
  - data/scrf_61_700MHz.pt
  atom_groups_data_file: data/multiplets_10000_parsed.txt
  response_function_stretch_min: 1.0
  response_function_stretch_max: 1.0
  response_function_noise: 0.0
  multiplicity_j1_min: 0.0
  multiplicity_j1_max: 15
  multiplicity_j2_min: 0.0
  multiplicity_j2_max: 15
  number_of_signals_min: 2
  number_of_signals_max: 5
  thf_min: 0.5
  thf_max: 2
  relative_height_min: 0.5
  relative_height_max: 4
  frq_step: 0.34059797
logging:
  step: 1000000
  num_plots: 32
metadata:
  spectrometer_frequency: 700.0