| 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/mtm/vlm/checkpoint11.pt | |
| reset_optimizer: true | |
| reset_dataloader: true | |
| reset_meters: true | |
| save_dir: runs/mtm/vlm/crosstask | |
| task_type: sweep_small | |
| model: | |
| model_cls: MMFusionActionLocalization | |
| mm_encoder_cls: MMBertForJoint | |
| use_seg_emb: true | |
| loss: | |
| loss_cls: BCE | |