| image_size: 32 | |
| # data | |
| init_cls_num: 20 # 10 | |
| inc_cls_num: 20 # 10 | |
| task_num: 5 # 10 | |
| epoch: 100 # 100 | |
| n_gpu: 1 | |
| val_per_epoch: 10 | |
| batch_size: 128 | |
| optimizer: | |
| name: SGD | |
| kwargs: | |
| lr: 0.1 | |
| lr_scheduler: | |
| name: StepLR | |
| kwargs: | |
| gamma: 0.5 | |
| step_size: 30 | |
| backbone: | |
| name: resnet34 # resnet18 | |
| kwargs: | |
| num_classes: 100 | |
| args: | |
| dataset: cifar100 | |
| classifier: | |
| name: LWF | |
| kwargs: | |
| num_class: 100 | |
| feat_dim: 512 | |
| init_cls_num: 20 #10 | |
| inc_cls_num: 20 #10 | |
| dist: 0.5 | |
| lamda: 10 | |
| K: 2 | |
| lw_mr: 1 | |