| |
|
|
| common: |
| fp16: true |
| log_format: json |
| log_interval: 200 |
| all_gather_list_size: 70000 |
| tensorboard_logdir: tb |
| min_loss_scale: 1e-6 |
|
|
| checkpoint: |
| save_interval: 1 |
| no_epoch_checkpoints: true |
| best_checkpoint_metric: mAP |
| maximize_best_checkpoint_metric: true |
|
|
| task: |
| _name: audio_classification |
| data: ??? |
| normalize: true |
| labels: lbl |
|
|
| dataset: |
| num_workers: 6 |
| max_tokens: 2560000 |
| skip_invalid_size_inputs_valid_test: true |
| valid_subset: eval |
| validate_interval: 5 |
|
|
| distributed_training: |
| ddp_backend: legacy_ddp |
| distributed_world_size: 8 |
|
|
| criterion: |
| _name: model |
| can_sum: false |
| log_keys: |
| - _predictions |
| - _targets |
|
|
| optimization: |
| max_update: 30000 |
| lr: [0.00006] |
|
|
| optimizer: |
| _name: adam |
| adam_betas: (0.9,0.98) |
| adam_eps: 1e-08 |
|
|
| lr_scheduler: |
| _name: cosine |
| warmup_updates: 5000 |
|
|
| model: |
| _name: audio_classification |
| model_path: ??? |
| apply_mask: true |
| mask_prob: 0.6 |
| mask_length: 5 |
| mask_channel_prob: 0 |
| mask_channel_length: 64 |
| layerdrop: 0.1 |
| dropout: 0.1 |
| activation_dropout: 0.1 |
| attention_dropout: 0.2 |
| feature_grad_mult: 0 |
| label_mixup: true |
| source_mixup: 0.5 |
| prediction_mode: lin_softmax |
|
|
|
|
