| includes: |
| - headers/data.yaml |
| - headers/device.yaml |
| - headers/model.yaml |
|
|
| data_root: data/cifar100/ |
| image_size: 224 |
| save_path: ./ |
| init_cls_num: 10 |
| inc_cls_num: 10 |
| task_num: 10 |
|
|
| epoch: 5 |
| n_gpu: 1 |
| seed: 42 |
| val_per_epoch: 5 |
|
|
| imb_type: exp_re |
| imb_factor: 0.002 |
| shuffle: false |
|
|
| batch_size: 64 |
|
|
| optimizer: |
| name: Adam |
| kwargs: |
| lr: 0.01 |
| eps: 1e-8 |
| weight_decay: 0.0 |
| betas: [0.9, 0.9] |
|
|
| lr_scheduler: |
| name: MultiStepLR |
| kwargs: |
| gamma: 0.1 |
| milestones: [80, 120] |
|
|
| backbone: |
| name: vit_pt_imnet_dap |
| kwargs: |
| pretrained: true |
| model_name: vit_base_patch16_224_dap |
| num_classes: 100 |
| drop: 0.0 |
| drop_path: 0.0 |
| length: 5 |
| embedding_key: cls |
| prompt_key_init: uniform |
| prompt_pool: true |
| prompt_key: true |
| size: 10 |
| top_k: 5 |
| batchwise_prompt: true |
| head_type: prompt |
| use_prompt_mask: false |
|
|
| classifier: |
| name: DAP |
| kwargs: |
| num_class: 100 |
| feat_dim: 768 |
| task_num: 10 |
| init_cls_num: 10 |
| inc_cls_num: 10 |
| train_mask: true |
| task_inc: false |
| freeze: |
| - blocks |
| - patch_embed |
| - cls_token |
| - norm |
| - pos_embed |
| pull_constraint: true |
| pull_constraint_coeff: 0.1 |
