old_config.yaml

###### Application Specific ######
dataset: 'CIFAR10'
network: 'VGG16'
optimizer: 'SGD'
scheduler: 'AdaS'


###### Suggested Tune ######
init_lr: 0.03
early_stop_threshold: 0.001
optimizer_kwargs:
  momentum: 0.9
  weight_decay: 5e-4
scheduler_kwargs:
  beta: 0.8

###### Suggested Default ######
n_trials: 5
max_epoch: 150
num_workers: 4
early_stop_patience: 10
mini_batch_size: 128
p: 1 # options: 1, 2.
loss: 'cross_entropy'