{ "common":{ "aux_task": false, "base_path": "/hdd/disk4/Segmentation/Weights", "decoder": "NoduleSegDecoder_proxima", "encoder": "NoduleSegEncoder_proxima", "early_stop": 10, "initial_learning_rate": 0.1, "learning_rate_drop": 0.5, "learning_rate_patience": 2, "merge_axis": -1, "model_parameters": "modelParams/model_parameters.json", "n_channels": 1, "normalizer": [ -1024.0, 400.0 ], "num_classes": 4, "seg_num_class": 1, "train_file": "dataFiles/NoDensity/train_files.json", "val_file": "dataFiles/NoDensity/val_files.json", "test_file": "dataFiles/test_files.json", "stride_ratio" :8, "min_patch_size":12, "diameter_enlarge_ratio":3, "diameter_idx":4, "spacing_idx":-3, "densityTypeIndex":-4, "direction_z_ratio":0.5, "T_loss_alpha":0.7, "do_cls":false, "surface_loss":true, "e_value":0.1 }, "training": { "aug": true, "load_pre_trained": false, "n_channels": 1, "n_epochs": 35, "num_slice": -1, "num_units": 1, "pre_model_file": "", "model_name":"GroupLungUnetDeepCombineSurLossAddASPP", "model_order":6, "prefix": "Stride_8_12_Decoder_TLoss", "shuffle": true, "train_batch_size": 1, "val_batch_size": 1, "voxel_size": -1, "nonfix_crop":true, "save_cp":true }, "test": { "num_slice": -1, "num_units": 1, "pre_model_file": "/hdd/disk4/Segmentation/Weights/1021_GroupLungUnetDeepCombine/06_Stride_8_12_Decoder_AddCombineNoCombine/CP_epoch35_loss_0.74.pth", "voxel_size": -1, "nonfix_crop":true, "infer_idx":-1, "badcase_vis":false, "diameter_ths":"[0,100000]", "dice_range":"[0,0.5]" } }