{
  "scheduler": ["str",   "cos"],
  "LR"       : ["float", "0.05"],
  "eta_min"  : ["float", "0.0005"],
  "epochs"   : ["int",   "250"],
  "T_max"    : ["int",   "10"],
  "warmup"   : ["int",   "0"],
  "optim"    : ["str",   "SGD"],
  "decay"    : ["float", "0.00025"],
  "momentum" : ["float", "0.9"],
  "nesterov" : ["bool",  "1"],
  "controller_lr"   : ["float", "0.001"],
  "controller_betas": ["float", [0, 0.999]],
  "controller_eps"  : ["float", 0.001],
  "criterion": ["str",   "Softmax"],
  "batch_size": ["int",  "128"]
}