| includesL: |
| - headers/data.yaml |
| - headers/device.yaml |
| - headers/model.yaml |
|
|
| data_root: /home/xtx/datasets/cifar100 |
| image_size: &image_size 224 |
| num_workers: &num_workers 16 |
|
|
| save_path: ./ |
|
|
| seed: &seed 1919810 |
|
|
| is_rapf: True |
|
|
|
|
| |
| init_cls_num: &init_cls_num 50 |
| inc_cls_num: &inc_cls_num 5 |
| task_num: &task_num 11 |
|
|
| epoch: &epoch 15 |
| batch_size: &batch_size 128 |
| train_batch_size: &train_batch_size 100 |
| n_gpu: 1 |
| beta: &beta 2 |
| shrinkage: &shrinkage False |
| threshold: &threshold 0.65 |
| val_per_epoch: &val_per_epoch 10 |
|
|
| optimizer: |
| name: Adam |
| kwargs: |
| lr: 0.001 |
| weight_decay: 0.0000 |
|
|
| lr_scheduler: |
| name: MultiStepLR |
| kwargs: |
| gamma: 0.1 |
| milestones: [4, 10] |
| last_epoch: -1 |
|
|
| backbone: |
| name: clip |
| kwargs: |
| model_name: ViT-B/16 |
| device: cuda |
| experts_num: 1 |
| block_layer: ResidualAttentionBlock_MoE_MLP |
| top_k : 1 |
| step: 1 |
| act_layer: QuickGELU |
| norm_layer: LayerNorm |
|
|
| classifier: |
| name: RAPF |
| kwargs: |
| init_cls_num: *init_cls_num |
| inc_cls_num: *inc_cls_num |
| threshold: *threshold |
| beta: *beta |
| shrinkage: *shrinkage |
| train_batch_size: *train_batch_size |
| batch_size: *batch_size |
| num_workers: *num_workers |
| prompt_template: "a good photo of a {}" |
| seed: *seed |
| fp16: False |
| class_order: *class_order |
| mix_bias: 0.6 |
