config.yml

log_frequency: 1000
vocab_len: 36  # for purposes of one-hot encoding strings: the len([a-z]) + len([0-9])
batch_size: 16

submodules:
#  random_noise:
#    input_size: 1
#    output_size: 16
#  year_of_construction:
#    output_size: 16
#  registration_date:
#    output_size: 16
#  recorded_date:
#    output_size: 16
#  house_number:
#    output_size: 16
#  house_number_addition:
#    output_size: 16
#  purposes:
#    output_size: 16
#  postal_code:
#    output_size: 16
  geometry:
    hidden_size: 64
    output_size: 32  # output 'channels'
    cnn_kernel_size: 5
    maxpool_kernel_size: 3
late_fusion:
  input_size: 16 # specify last dimension output size for all submodules to be able to concatenate
  hidden_size: 256
  output_size: 9
learning_rate: 1e-3
epochs: 20
data_loader:
  batch_size: 32
  shuffle: true
  num_workers: 6
  validation_size: 2000