dataset:
  video_processor: CrossTaskVideoProcessor
  bert_name: bert-base-uncased
  meta_processor: CrossTaskMetaProcessor
  train_path: data/crosstask/crosstask_release/videos.csv
  train_csv_path: data/crosstask/crosstask_release/videos.csv
  val_path: data/crosstask/crosstask_release/videos_val.csv
  val_csv_path: data/crosstask/crosstask_release/videos_val.csv
  primary_path: data/crosstask/crosstask_release/tasks_primary.txt
  related_path: data/crosstask/crosstask_release/tasks_related.txt
  vfeat_dir: data/feat/feat_crosstask_s3d
  annotation_path: data/crosstask/crosstask_release/annotations
  n_train: 30
  text_processor: CrossTaskTextProcessor
  aligner: CrossTaskAligner
  num_iso_layer: 12
  sliding_window: 16
  sliding_window_size: 32
  max_video_len: 32
  max_len: 96
fairseq:
  common:
    tensorboard_logdir: run
    log_interval: 1000
    fp16: true
  dataset:
    num_workers: 4
    batch_size: 1
  optimization:
    lr:
    - 5.0e-05
    clip_norm: 2.0
    optimizer: adam
    adam_betas: (0.9, 0.98)
    lr_scheduler: polynomial_decay
    total_num_update: 1000000
    warmup_updates: 122
    weight_decay: 0.0
    ddp_backend: no_c10d
    max_epoch: 5
  checkpoint:
    restore_file: runs/retri/videoclip/checkpoint_best.pt
    reset_optimizer: true
    reset_dataloader: true
    reset_meters: true
    save_dir: runs/retri/videoclip/crosstask
task_type: sweep_small
model:
  model_cls: MMFusionSeparateActionLocalization
  mm_encoder_cls: null
  video_encoder_cls: MMBertForEncoder
  text_encoder_cls: BertModel
  num_hidden_video_layers: 6
loss:
  loss_cls: BCE
