config.json

{  
    'image' : { 
        "image_model_name" : {
                "csv_file": "",
                "checkpoint": "./checkpoint/image/image_model_name",
                "num_classes": 1,
                "labels" : "pna_scale|chf_scale|copd_scale",
                "rotate_degrees": 15,
                "disk" : 0,
                "mask" : 0,
                "early_stop" : 1,
                "threshold": [-1],
                "pretrain" : "yes",
                "freeze_all" : "yes", 
               "pretrain_file" : "path_to_pretrained_model.pth.tar", 
                'pretrain_classes' : 14,  
                "loader_names" : ["train", "valid","test"],  
        },
        
    }, 
    'fused' : {
        "combined_model_name" : {
            "csv_file": "", 
            "fuse" : 1, 
                "checkpoint": "./checkpoint/fused/combined_model_name",
               "learning_rate": 1e-4,
               "num_epochs": 100,
               "batch_size": 16,
               "image_size" : 512,
                "num_classes": 3,
                "labels" : "pna_scale|chf_scale|copd_scale",
               "threshold": [-1],
               "plot_title" : "pna_scale",
               "rotate_degrees": 15,
               "pretrain" : "yes",
                "freeze_all" : "yes", 
                "data_directory" : "path_to_FIDDLE_directory/",
                "s" : "path_to_FIDDLE_directory/S.npz",
                "hour_directory" : "path_to_FIDDLE_directory/S.npz", 
               "pretrain_file" : "path_to_pretrained_model",
                "pretrain_classes" : 14,
                "disk" : 0,
                "mask" : 0,
               "early_stop" : 1,
               "loader_names" : ["train", "valid", "test"],  
        },
        
    },
     'ehr' : {
         "ehr_model_name" : {
            "csv_file": "", 
            "fuse" : 1, 
            "T": 0,
            "checkpoint": "./checkpoint/ehr/ehr_model_name/",
            "num_epochs": 60,
            "num_classes": 3,
            "labels" :  'pna_scale|chf_scale|copd_scale',
            "graph_labels" : "Pneumonia|COPD|CHF",
            "threshold": -1,
            "plot_title" : "All Labels (COPD, PNA, CHF)",
            "disk" : 0,
            "mask" : 0,
            "early_stop" : 1,
            "n_layers" : 1, 
           "data_directory" : "path_to_FIDDLE_directory/",
            "s" : "path_to_FIDDLE_directory/S.npz",
            "hour_directory" : "path_to_FIDDLE_directory/S.npz", 
            "loader_names" : ["train", "valid", "test"], 
         },

    },
}