UNetPP_Effib4_DiceCE_AdamW_pseudo.json

{
  "path_dataset_root": "../input/data/",
  "path_json_train": "../input/data/train_pseudo_702.json",
  "path_json_valid": "../input/data/val.json",
  "path_json_test": "../input/data/test.json",
  "path_project_root": "./Projects/UNetPP_Effib4_DiceCE_AdamW_pseudo",

  "random_fix": true,
  "random_seed": 21,

  "model": "UNetPP_Efficientb4",

  "train_model_pretrained" : false,
  "train_model_pretrained_path" : "",
  "train_model_num_epochs": 200,
  "train_model_batch_size": 10,
  "train_loss": "DiceCELoss",
  "train_optimizer": "AdamW",
  "train_optimizer_learning_rate": 0.0001,
  "train_optimizer_weight_decay": 1e-06,
  "train_data_num_workers": 2,
  "train_data_loading_mode": "preload",
  "train_data_transform_preprocess_train": "HorizontalFlip_Rotate90_RandomResizedCrop",
  "train_data_transform_preprocess_train_object_aug" : false,
  "train_data_transform_preprocess_valid": "Default",

  "test_path_checkpoint": "./Projects/UNetPP_Effib4_DiceCE_AdamW_pseudo/best_score.pt",
  "test_path_submission" : "./Projects/UNetPP_Effib4_DiceCE_AdamW_pseudo/submission.csv",
  "test_model_batch_size": 30,
  "test_data_num_workers": 4,
  "test_data_loading_mode": "realtime",
  "test_data_target_size": 256,
  "test_data_transform_preprocess": "Default",
  "test_data_transform_tta": "HorizontalFlip_Rotate90",
  "test_data_transform_dcrf" : true,
  "test_data_transform_dcrf_num_workers" : 8,
  "test_data_transform_dcrf_iter" : 50,
  "test_data_transform_dcrf_gau_sxy" : 3,
  "test_data_transform_dcrf_gau_compat" : 3,
  "test_data_transform_dcrf_bi_sxy" : 49,
  "test_data_transform_dcrf_bi_srgb" : 5,
  "test_data_transform_dcrf_bi_compat" : 4,

  "test_pseudo_labeling" : false,
  "test_pseudo_labeling_threshold_area" : 3500,
  "test_pseudo_labeling_output_path" : "../input/data/train_pseudo.json"
}