| dataset: cub200 |
| data_root: ./data/cub200 |
| image_size: 224 |
|
|
| init_cls_num: 20 |
| inc_cls_num: 20 |
| total_cls_num: 200 |
| task_num: 10 |
|
|
| init_epoch: 1 |
| epoch: 1 |
| batch_size: 128 |
| val_per_epoch: 1 |
| testing_times: 1 |
| setting: task-agnostic |
| testing_per_task: true |
|
|
| seed: 2023 |
| n_gpu: 1 |
|
|
| class_order: [98, 179, 114, 99, 81, 156, 146, 86, 162, 25, |
| 31, 166, 77, 178, 136, 183, 135, 187, 45, 59, |
| 181, 163, 4, 53, 92, 17, 159, 32, 9, 51, |
| 39, 122, 197, 185, 87, 128, 16, 19, 137, 118, |
| 127, 7, 189, 193, 60, 27, 148, 18, 174, 35, |
| 196, 168, 52, 46, 188, 54, 74, 69, 30, 14, |
| 95, 121, 169, 75, 22, 129, 103, 80, 70, 195, |
| 72, 34, 40, 106, 175, 56, 171, 125, 198, 71, |
| 104, 29, 152, 65, 44, 120, 82, 15, 2, 150, |
| 184, 105, 0, 36, 117, 88, 190, 21, 113, 172, |
| 55, 116, 89, 12, 144, 153, 62, 119, 139, 11, |
| 83, 173, 42, 140, 8, 93, 61, 84, 123, 134, |
| 143, 49, 157, 3, 91, 133, 115, 177, 24, 96, |
| 85, 164, 109, 110, 26, 5, 37, 76, 167, 57, |
| 23, 79, 1, 73, 63, 102, 124, 186, 165, 43, |
| 158, 176, 67, 149, 100, 78, 151, 108, 111, 192, |
| 33, 13, 180, 170, 130, 10, 64, 161, 94, 154, |
| 132, 191, 48, 145, 101, 50, 66, 126, 141, 155, |
| 28, 160, 68, 112, 38, 90, 147, 47, 182, 199, |
| 20, 58, 107, 131, 142, 194, 97, 138, 6, 41] |
|
|
| train_trfms: |
| - Resize: |
| size: 256 |
| interpolation: BICUBIC |
| - CenterCrop: |
| size: 224 |
| - ToTensor: {} |
| - Normalize: |
| mean: [0.5, 0.5, 0.5] |
| std: [0.5, 0.5, 0.5] |
|
|
| test_trfms: |
| - Resize: |
| size: 256 |
| interpolation: BICUBIC |
| - CenterCrop: |
| size: 224 |
| - ToTensor: {} |
| - Normalize: |
| mean: [0.5, 0.5, 0.5] |
| std: [0.5, 0.5, 0.5] |
|
|
| optimizer: |
| name: SGD |
| kwargs: |
| lr: 0.0 |
|
|
| lr_scheduler: |
| name: Constant |
|
|
| backbone: |
| name: timm_backbone |
| kwargs: |
| pretrained: true |
| model_name: vit_base_patch16_224 |
|
|
| buffer: |
| name: LinearBuffer |
| kwargs: |
| buffer_size: 0 |
| batch_size: 128 |
| strategy: random |
|
|
| classifier: |
| name: FlyCL |
| kwargs: |
| embedding_dim: 768 |
| expand_dim: 10000 |
| synaptic_degree: 300 |
| coding_level: 0.3 |
| ridge_lower: 6 |
| ridge_upper: 10 |
| gcv_backend: dual_eigh |
| disable_cudnn: true |
| use_projection: true |
| use_ridge: true |
| total_cls_num: 200 |
| init_cls_num: 20 |
| inc_cls_num: 20 |
| mask_unseen_classes: false |
|
|
