data_cfg:

  dataset_name: Gait3D-Parsing

  dataset_root: your_path

  dataset_partition: ./datasets/Gait3D/Gait3D.json # Uses the same Gait3D.json as Gait3D dataset

  num_workers: 1

  remove_no_gallery: false

  test_dataset_name: Gait3D-Parsing

evaluator_cfg:

  enable_float16: false

  restore_ckpt_strict: true

  restore_hint: 180000

  save_name: GaitPart

  eval_func: evaluate_Gait3D

  metric: cos

  sampler:

    batch_size: 16

    sample_type: all_ordered

    type: InferenceSampler

  transform:

    - type: BaseParsingCuttingTransform

loss_cfg:

  loss_term_weight: 1.0

  margin: 0.2

  type: TripletLoss

  log_prefix: triplet

model_cfg:

  model: GaitPart

  backbone_cfg:

    in_channels: 1

    layers_cfg:

      - BC-32

      - BC-32

      - M

      - FC-64-2

      - FC-64-2

      - M

      - FC-128-3

      - FC-128-3

    type: Plain

  SeparateFCs:

    in_channels: 128

    out_channels: 128

    parts_num: 16

  bin_num:

    - 16

optimizer_cfg:

  lr: 0.001

  momentum: 0.9

  solver: Adam

  weight_decay: 0.0005

scheduler_cfg:

  gamma: 0.1

  milestones:

    - 30000

    - 90000

  scheduler: MultiStepLR

trainer_cfg:

  enable_float16: true

  log_iter: 100

  with_test: false

  restore_ckpt_strict: true

  restore_hint: 0

  save_iter: 30000

  save_name: GaitPart

  sync_BN: false

  total_iter: 180000

  sampler:

    batch_shuffle: false

    batch_size:

      - 32

      - 4

    frames_num_fixed: 30

    frames_num_max: 50

    frames_num_min: 25

    frames_skip_num: 10

    sample_type: fixed_ordered

    type: TripletSampler

  transform:

    - type: BaseParsingCuttingTransform