Network:
  seed: 1
  batch_size: 1 # number of 3D images to be loaded in the data loader
  valid_batch_size: 1
  test_batch_size: 1 # must be dividable by 30 (1, 2, 3, 4, 5, 6, 10, 15, 30)
  lr: 1e-4
  weight_decay: 0
  amsgrad: True
  resize_shape_h_2D3D: 150
  resize_shape_w_2D3D: 110
network_output_path: network_data/
output_data_path: output_data/
tb_logs_path: tensor_board_logs/
stat_log_path: stat_logs
checkpoint_name: checkpoint.tar
trained_model_name: trained_model.pth

# changeable items:
target_dir: /home/soroosh/Documents/Repositories_target_files/ACL_tear/
network_save_freq: 500 # the real save frequency will be this number times 3
network_checkpoint_freq: 2
valid_iteration_freq: 75
num_iterations: 1000 # number of epochs