image_size: 32

# data
init_cls_num: 10 # 50
inc_cls_num: 10 # 25
task_num: 10 # 3

epoch: 100 # 100
n_gpu: 1
val_per_epoch: 50

batch_size: 128

optimizer:
  name: SGD
  kwargs:
    lr: 0.1
    momentum: 0.9
    weight_decay: 0.0005

lr_scheduler:
  name: MultiStepLR
  kwargs:
    gamma: 0.1
    milestones: [60, 120, 170]

backbone:
  name: resnet34 # cifar_resnet32
  kwargs:
    num_classes: 100
    args: 
      dataset: cifar100

classifier:
  name: EWC
  kwargs:
    num_class: 100
    feat_dim: 512 # 64 for backbone cifar_resnet32
    init_cls_num: 10
    inc_cls_num: 10
    lamda: 1000