{
  "TARGET_SIZE": [512,512], 
  "MODEL": "resunet",
  "NCLASSES": 2,
  "KERNEL":9,
  "STRIDE":2,
  "BATCH_SIZE": 32,
  "FILTERS":6,
  "N_DATA_BANDS": 3,
  "DROPOUT":0.05,
  "DROPOUT_CHANGE_PER_LAYER":0.0,
  "DROPOUT_TYPE":"standard",
  "USE_DROPOUT_ON_UPSAMPLING":false,
  "DO_TRAIN": true,
  "LOSS":"dice",
  "MODE": "all",
  "PATIENCE": 20,
  "MAX_EPOCHS": 100,
  "VALIDATION_SPLIT": 0.7,
  "RAMPUP_EPOCHS": 40,
  "SUSTAIN_EPOCHS": 5.0,
  "EXP_DECAY": 0.9,
  "START_LR":  1e-7,
  "MIN_LR": 1e-7,
  "MAX_LR": 5e-4,
  "FILTER_VALUE": 0,
  "DOPLOT": true,
  "ROOT_STRING": "formodel",
  "USEMASK": false,
  "AUG_ROT": 5,
  "AUG_ZOOM": 0.05,
  "AUG_WIDTHSHIFT": 0.05,
  "AUG_HEIGHTSHIFT": 0.05,
  "AUG_HFLIP": true,
  "AUG_VFLIP": true,
  "AUG_LOOPS": 10,
  "AUG_COPIES": 3,
  "SET_GPU": "1",
  "SET_PCI_BUS_ID": true,
  "LOSS_WEIGHTS": false,
  "TESTTIMEAUG": false,
  "WRITE_MODELMETADATA": true,
  "OTSU_THRESHOLD": false
}