example_LSE.json

{
    "train_csv": "/Path/to/train.csv",
    "dev_csv": "/Path/to/dev.csv",
    "backbone": "densenet121",
    "width": 512,
    "height": 512,
    "long_side": 512,
    "fix_ratio": true,
    "pixel_mean": 128.0,
    "pixel_std": 64.0,
    "use_pixel_std": true,
    "use_equalizeHist": true,
    "use_transforms_type": "Aug",
    "gaussian_blur": 3,
    "border_pad": "pixel_mean",
    "num_classes": [1,1,1,1,1],
    "batch_weight": true,
    "enhance_index": [2,6],
    "enhance_times": 1,
    "pos_weight": [1,1,1,1,1],
    "train_batch_size": 24,
    "dev_batch_size": 24,
    "pretrained": true,
    "log_every": 10,
    "test_every": 100,
    "epoch": 3,
    "norm_type": "BatchNorm",
    "global_pool": "LSE",
    "fc_bn": false,
    "attention_map": "None",
    "lse_gamma": 0.5,
    "fc_drop": 0,
    "optimizer": "Adam",
    "criterion": "BCE",
    "lr": 0.0001,
    "lr_factor": 0.1,
    "lr_epochs": [2],
    "momentum": 0.9,
    "weight_decay": 0.0,
    "best_target": "auc",
    "save_top_k": 3,
    "save_index": [0,1,2,3,4]
}