| |
|
|
| common: |
| fp16: false |
| fp16_no_flatten_grads: true |
| log_format: json |
| log_interval: 100 |
| tensorboard_logdir: tb |
| reset_logging: false |
| suppress_crashes: false |
|
|
| checkpoint: |
| save_interval: 1000 |
| save_interval_updates: 1000 |
| no_epoch_checkpoints: true |
| best_checkpoint_metric: weighted_lm_ppl |
| save_dir: . |
|
|
| distributed_training: |
| distributed_world_size: 1 |
|
|
| task: |
| _name: unpaired_audio_text |
| data: ??? |
| text_data: ??? |
| labels: phn |
| sort_by_length: false |
| unfiltered: false |
| max_length: null |
| append_eos: false |
| kenlm_path: ??? |
| aux_target_postfix: km |
|
|
| dataset: |
| num_workers: 6 |
| batch_size: 160 |
| skip_invalid_size_inputs_valid_test: true |
| valid_subset: valid |
| validate_interval: 1000 |
| validate_interval_updates: 1000 |
|
|
| criterion: |
| _name: model |
| log_keys: |
| - accuracy_dense |
| - accuracy_token |
| - temp |
| - code_ppl |
|
|
| optimization: |
| max_update: 150000 |
| clip_norm: 5.0 |
| lr: [0] |
|
|
| optimizer: |
| _name: composite |
| groups: |
| generator: |
| lr: [0.00005] |
| lr_float: null |
| optimizer: |
| _name: adam |
| adam_betas: [0.5,0.98] |
| adam_eps: 1e-06 |
| weight_decay: 0 |
| amsgrad: false |
| lr_scheduler: |
| _name: fixed |
| warmup_updates: 0 |
| discriminator: |
| lr: [ 0.0003 ] |
| lr_float: null |
| optimizer: |
| _name: adam |
| adam_betas: [0.5,0.98] |
| adam_eps: 1e-06 |
| weight_decay: 0.0001 |
| amsgrad: false |
| lr_scheduler: |
| _name: fixed |
| warmup_updates: 0 |
|
|
| lr_scheduler: pass_through |
|
|
| model: |
| _name: wav2vec_u |
|
|
| discriminator_dim: 384 |
| discriminator_depth: 2 |
| discriminator_kernel: 8 |
| discriminator_linear_emb: false |
| discriminator_causal: true |
| discriminator_max_pool: false |
| discriminator_act_after_linear: false |
| discriminator_dropout: 0.0 |
| discriminator_weight_norm: false |
|
|
| generator_stride: 3 |
| generator_kernel: 9 |
| generator_bias: false |
| generator_dropout: 0.1 |
| generator_batch_norm: 30 |
| generator_residual: true |
|
|
| smoothness_weight: 1.5 |
| smoothing: 0 |
| smoothing_one_sided: false |
| gumbel: false |
| hard_gumbel: false |
| gradient_penalty: 1.0 |
| code_penalty: 3.0 |
| temp: [ 2,0.1,0.99995 ] |
| input_dim: 1024 |
| mmi_weight: 0.5 |
| target_dim: 64 |
|
|
| segmentation: |
| type: JOIN |
| mean_pool_join: false |
| remove_zeros: false |
|
|
|
|
| hydra: |
| job: |
| config: |
| override_dirname: |
| kv_sep: ':' |
| item_sep: '__' |
| exclude_keys: |
| - run_config |
| - distributed_training.distributed_port |
| - common.user_dir |
| - task.data |
| - task.kenlm_path |
| - task.text_data |
| - model.generator_layers |
| - task.labels |
| - task.force_model_seed |
| sweep: |
| dir: /checkpoint/${env:USER}/${env:PREFIX}/${hydra.job.config_name}/${hydra.job.override_dirname} |
| subdir: ${hydra.job.num} |
| launcher: |
| submitit_folder: ${hydra.sweep.dir} |
| timeout_min: 3000 |
| cpus_per_task: 10 |
| gpus_per_node: 1 |
| tasks_per_node: 1 |
| mem_gb: 120 |
| nodes: 1 |
| name: ${env:PREFIX}_${hydra.job.config_name} |
| partition: devlab,learnlab,learnfair,scavenge |
| comment: intern_endding_soon |
| constraint: volta32gb |
| max_num_timeout: 30 |
|
|
