{
  "training": {
     "HU_min":-1024,
     "HU_max":400,
     "base_path": "/fileser/xupl/lungclassifier3D/NoduleDensityClassifier/Weights",
     "model_name":"Se_ResNet",
     "train_file":"NoduleDensityClassifier/train_files_new.json",
     "val_file":"NoduleDensityClassifier/val_files_new.json",
     "model_params":"NoduleDensityClassifier/model_parameters.json",
     "patch_depth":48,
     "patch_height":48,
     "regression_task":false,
     "diameter_index":3,
     "diameter_min_th":4,
     "diameter_max_th":40,
     "cam_loss":false,
     "smooth_label_choice":false,
     "cls_label_index":-2,
     "cls_name_map_dict":"{-2:'NoduleDensity'}",
     "smooth_val":0,
     "num_epoch":100,
     "batch_size":4,
     "learning_rate":0.0005,
     "num_class":4,
     "patience":3,
     "cls_map_dict":"{1:0,2:1,3:2,4:3,5:0}",
     "reg_map_dict":"{0:0,1:1,2:7,3:10}",
     "save_cp":true,
     "weights_pre":"NoduleDensity",
     "model_order":5,
     "focal_loss":true,
     "nonfix_crop":false,
     "ratio_pos":0.8,
     "weight_memo":"Deux_3463SwapFilesRaw",
     "select_samples":"none",
     "initial_epoch":30,
     "epoch_interval":15,
     "train_aug_choice":true,
     "increase_choice":false,
      "lambda_val":0.5,
      "sigmoid_choice":true,
      "gamma":1,
      "model_mode":"deux",
      "regression_choice":false,
      "margin":0.1,
      "regression_ratio":0.05,
      "freeze_blocks":"[10]"
  },

  "testing": {
      "HU_min":-1024,
      "HU_max":400,
      "base_path": "/fileser/xupl/lungclassifier3D/NoduleDensityClassifier/Weights",
      "model_name":"Se_ResNet",
      "train_file":"NoduleDensityClassifier/train_files.json",
       "val_file":"NoduleDensityClassifier/val_files.json",
      "model_params":"NoduleDensityClassifier/model_parameters.json",
      "test_file":"NoduleDensityClassifier/test_files_new.json",
      "patch_depth":48,
      "patch_height":48,
      "regression_task":false,
      "diameter_index":4,
      "diameter_min_th":0,
      "diameter_max_th":100000000000000,
      "cam_loss":false,
      "smooth_label_choice":false,
      "cls_label_index":5,
      "cls_name_map_dict":"{-2:'NoduleDensity',5:'NoduleDensity'}",
      "smooth_val":0,
      "num_epoch":120,
      "batch_size":20,
      "learning_rate":1e-3,
      "num_class":4,
      "patience":5,
      "cls_map_dict":"{0:0,1:1,2:2,3:3}",
      "reg_map_dict":"{0:0,1:1,2:7,3:10}",
      "save_cp":true,
      "weights_pre":"NoduleSur",
      "weight_path":"/fileser/xupl/lungclassifier3D/NoduleDensityClassifier/best/CP_epoch37_loss_0.84.pth",
      "ratio_pos":0.7,
      "weight_memo":"OnlineRatio0.7",
      "model_mode":"basic"

   }
}