| 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 | |