espnet/

arecho_base_v0

accum_grad: 2
adapter: lora
adapter_conf: {}
allow_multi_rates: false
allow_variable_data_keys: false
batch_bins: 1000000
batch_size: 16
batch_type: sorted
best_model_criterion:
- - train
  - loss
  - min
- - valid
  - loss
  - min
- - train
  - acc
  - max
- - valid
  - acc
  - max
bpemodel: null
category_sample_size: 10
chunk_default_fs: null
chunk_discard_short_samples: true
chunk_excluded_key_prefixes: []
chunk_length: 500
chunk_max_abs_length: null
chunk_shift_ratio: 0.5
cleaner: null
collect_stats: false
config: conf/train_aruniversa_wavlm.yaml
create_graph_in_tensorboard: false
cudnn_benchmark: false
cudnn_deterministic: false
cudnn_enabled: true
ddp_comm_hook: null
deepspeed_config: null
detect_anomaly: false
dist_backend: nccl
dist_init_method: env://
dist_launcher: null
dist_master_addr: null
dist_master_port: null
dist_rank: null
dist_world_size: null
distributed: false
drop_last_iter: false
dry_run: false
early_stopping_criterion:
- valid
- loss
- min
exclude_weight_decay: false
exclude_weight_decay_conf: {}
fold_length:
- 256000
freeze_param:
- frontend.upstream
frontend: s3prl
frontend_conf:
  download_dir: ./hub
  frontend_conf:
    upstream: wavlm_large
  multilayer_feature: true
g2p: null
grad_clip: -1
grad_clip_type: 2.0
grad_noise: false
gradient_as_bucket_view: true
ignore_init_mismatch: false
init: null
init_param: []
iterator_type: sequence
keep_nbest_models: 1
local_rank: 0
log_interval: 50
log_level: INFO
max_cache_fd: 32
max_cache_size: 0.0
max_epoch: 100
metric2id: dump/raw/overall_base/metric2id
metric2type: dump/raw/overall_base/metric2type
metric_pad_value: -100
metric_token_info: data/token_list/metric_500_percentile_overall_base_w-numerical/tokens.json
metric_token_pad_value: 0
model_conf: {}
multi_task_dataset: false
multiple_iterator: false
multiprocessing_distributed: false
nbest_averaging_interval: 0
ngpu: 1
no_forward_run: false
non_linguistic_symbols: null
num_att_plot: 0
num_cache_chunks: 1024
num_iters_per_epoch: null
num_workers: 1
optim: adamw
optim_conf:
  lr: 0.001
output_dir: exp/universa_universa_ar_overall_base_token_wavlm
patience: null
pretrain_path: null
print_config: false
randomize_sequential_metric: true
required:
- output_dir
- metric2id
resume: true
save_strategy: all
scheduler: warmuplr
scheduler_conf:
  warmup_steps: 25000
seed: 777
sequential_metric: true
sharded_ddp: false
shuffle_within_batch: false
sort_batch: descending
sort_in_batch: descending
token_list: null
token_type: bpe
tokenize_numerical_metric: true
train_data_path_and_name_and_type:
- - dump/raw/overall_base/wav.scp
  - audio
  - kaldi_ark
- - dump/raw/overall_base/metric.scp
  - metrics
  - metric
- - dump/raw/overall_base/ref_wav.scp
  - ref_audio
  - kaldi_ark
train_dtype: float32
train_shape_file:
- exp/universa_stats_overall_base/train/audio_shape
- exp/universa_stats_overall_base/train/ref_audio_shape
universa: ar_universa
universa_conf:
  audio_encoder_params:
    attention_dropout_rate: 0.1
    attention_heads: 4
    concat_after: false
    dropout_rate: 0.1
    input_layer: conv2d
    layer_drop_rate: 0.1
    linear_units: 1024
    normalize_before: true
    num_blocks: 4
    positional_dropout_rate: 0.1
    positionwise_conv_kernel_size: 1
    positionwise_layer_type: linear
    qk_norm: false
    use_flash_attn: false
  audio_encoder_type: transformer
  cross_attention_params:
    dropout_rate: 0.1
    n_head: 2
  cross_attention_type: multihead
  embedding_dim: 256
  lsm_weight: 0.1
  metric_decoder_params:
    attention_heads: 4
    concat_after: false
    dropout_rate: 0.1
    input_layer: embed
    layer_drop_rate: 0.1
    linear_units: 1024
    normalize_before: true
    num_blocks: 4
    positional_dropout_rate: 0.1
    qk_norm: false
    self_attention_dropout_rate: 0.1
    src_attention_dropout_rate: 0.1
    use_flash_attn: false
  sym_eos: <eos>
  sym_sos: <sos>
  use_rope: true
unused_parameters: false
use_adapter: false
use_amp: false
use_deepspeed: false
use_matplotlib: true
use_preprocessor: true
use_ref_audio: true
use_ref_text: false
use_tensorboard: true
use_tf32: false
use_wandb: false
val_scheduler_criterion:
- valid
- loss
valid_batch_bins: null
valid_batch_size: null
valid_batch_type: null
valid_data_path_and_name_and_type:
- - dump/raw/overall_dev/wav.scp
  - audio
  - kaldi_ark
- - dump/raw/overall_dev/metric.scp
  - metrics
  - metric
- - dump/raw/overall_dev/ref_wav.scp
  - ref_audio
  - kaldi_ark
valid_iterator_type: null
valid_max_cache_size: null
valid_shape_file:
- exp/universa_stats_overall_base/valid/audio_shape
- exp/universa_stats_overall_base/valid/ref_audio_shape
version: '202503'
wandb_entity: null
wandb_id: null
wandb_model_log_interval: -1
wandb_name: null
wandb_project: null
write_collected_feats: false