cfg.json

{
  "backbone": "gcn_resnest101",
  "xray_type": "chex",
  "gray": false,
  "use_se": false,
  "img_size": 256,
  "crop_size": 224,
  "pixel_mean": 128.0,
  "pixel_std": 64.0,
  "interpolation": 1,
  "n_crops": 0,
  "imagenet": true,
  "crop": false,
  "extract_fields": "0,1,2,3,4,5",
  "upsample_index": [0,1,2,3,4,5],
  "upsample_times": 1,
  "offset": 1,
  "no_jsd": true,
  "augmix": false,
  "mish": false,
  "wildcat": false,
  "bb_freeze": false,
  "num_maps": 6,
  "num_gcn_maps": 1024,
  "beta_mish": 1.0,
  "train_name": "train_sss",
  "valid_name": "valid_sss",
  "source_name": "data",
  "csv_path": "/u01/data/Vimmec_Data_small_v4/train_sss.csv",
  "zero_limits": 200000,
  "ones_limits": 200000,
  "agree_rate": 0.5,
  "transpose": false,
  "embedded_gcn": true,
  "within_kernel": true,
  "embedded_size": 100,
  "train_batch_size": 28,
  "dev_batch_size": 28,
  "pretrained": true,
  "norm_type": "BatchNorm",
  "global_pool": "GMP",
  "fc_bn": true,
  "conv_fc": true,
  "use_mish": false,
  "attention_map": "None",
  "lse_gamma": 10.0,
  "fc_drop": 0.0,
  "lamb": 1,
  "optim": "adam",
  "criterion": "bce",
  "lr_scheduler": "step",
  "t_max": 1,
  "lr": 1e-4,
  "eta_min": 1e-5,
  "lr_factor": 0.1,
  "step_size": 2,
  "momentum": 0.9,
  "weight_decay": 0,
  "beta1": 0.9,
  "beta2": 0.999,
  "threshold": 0.5,
  "metric_type": "weighted",
  "beta": 1
}