data_cfg:

  dataset_name: CASIA-B

  dataset_root: your_path

  num_workers: 1

  remove_no_gallery: false

  test_dataset_name: CASIA-B

evaluator_cfg:

  enable_float16: false

  restore_ckpt_strict: true

  restore_hint: 40000

  save_name: GaitSet

  sampler:

    batch_size: 16

    sample_type: all_ordered

    type: InferenceSampler

  metric: euc # cos

loss_cfg:

  loss_term_weight: 1.0

  margin: 0.2

  type: TripletLoss

  log_prefix: triplet

model_cfg:

  model: GaitSet

  in_channels:

    - 1

    - 32

    - 64

    - 128

  SeparateFCs:

    in_channels: 128

    out_channels: 256

    parts_num: 62

  bin_num:

    - 16

    - 8

    - 4

    - 2

    - 1

optimizer_cfg:

  lr: 0.1

  momentum: 0.9

  solver: SGD

  weight_decay: 0.0005

scheduler_cfg:

  gamma: 0.1

  milestones:

    - 10000

    - 20000

    - 30000

  scheduler: MultiStepLR

trainer_cfg:

  enable_float16: true

  log_iter: 100

  with_test: true

  restore_ckpt_strict: true

  restore_hint: 0

  save_iter: 10000

  save_name: GaitSet

  sync_BN: false

  total_iter: 40000

  sampler:

    batch_shuffle: false

    batch_size:

      - 8

      - 16

    frames_num_fixed: 30

    frames_num_max: 50

    frames_num_min: 25

    sample_type: fixed_unordered

    type: TripletSampler