config/fly_cl_cifar100.yaml

dataset: cifar100
data_root: ./data/cifar100
image_size: 224

init_cls_num: 10
inc_cls_num: 10
total_cls_num: 100
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: 1993
n_gpu: 1

class_order: [61, 79, 33, 57, 4, 14, 21, 42, 44, 19,
              51, 73, 45, 89, 35, 85, 39, 56, 0, 24,
              65, 29, 9, 18, 13, 95, 41, 80, 96, 32,
              15, 49, 22, 99, 63, 68, 1, 62, 46, 59,
              23, 60, 7, 86, 3, 27, 67, 69, 50, 92,
              31, 98, 76, 84, 97, 93, 43, 16, 30, 83,
              12, 5, 66, 72, 48, 78, 54, 81, 53, 26,
              20, 94, 74, 47, 88, 38, 90, 10, 36, 11,
              40, 52, 64, 87, 91, 6, 8, 55, 77, 82,
              25, 75, 17, 28, 70, 2, 58, 71, 37, 34]


train_trfms:
  - Resize:
      size: 224
      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: 224
      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
    total_cls_num: 100
    init_cls_num: 10
    inc_cls_num: 10
    mask_unseen_classes: false