# pytorch_lightning==1.8.6
seed_everything: 4444
trainer:
  logger:
    class_path: pytorch_lightning.loggers.TensorBoardLogger
    init_args:
      save_dir: /home/patriotyk/vocos/logs
      name: lightning_logs
      version: null
      log_graph: false
      default_hp_metric: true
      prefix: ''
      sub_dir: null
      logdir: null
      comment: ''
      purge_step: null
      max_queue: 10
      flush_secs: 120
      filename_suffix: ''
      write_to_disk: true
      comet_config:
        disabled: true
  enable_checkpointing: true
  callbacks:
  - class_path: pytorch_lightning.callbacks.LearningRateMonitor
    init_args:
      logging_interval: null
      log_momentum: false
  - class_path: pytorch_lightning.callbacks.ModelSummary
    init_args:
      max_depth: 2
  - class_path: pytorch_lightning.callbacks.ModelCheckpoint
    init_args:
      dirpath: null
      filename: vocos_checkpoint_{epoch}_{step}_{val_loss:.4f}
      monitor: val_loss
      verbose: false
      save_last: true
      save_top_k: 3
      save_weights_only: false
      mode: min
      auto_insert_metric_name: true
      every_n_train_steps: null
      train_time_interval: null
      every_n_epochs: null
      save_on_train_epoch_end: null
  - class_path: vocos.helpers.GradNormCallback
  default_root_dir: null
  gradient_clip_val: null
  gradient_clip_algorithm: null
  num_nodes: 1
  num_processes: null
  devices: -1
  gpus: null
  auto_select_gpus: false
  tpu_cores: null
  ipus: null
  enable_progress_bar: true
  overfit_batches: 0.0
  track_grad_norm: -1
  check_val_every_n_epoch: 1
  fast_dev_run: false
  accumulate_grad_batches: null
  max_epochs: null
  min_epochs: null
  max_steps: 4000000
  min_steps: null
  max_time: null
  limit_train_batches: null
  limit_val_batches: 100
  limit_test_batches: null
  limit_predict_batches: null
  val_check_interval: null
  log_every_n_steps: 100
  accelerator: gpu
  strategy: ddp
  sync_batchnorm: false
  precision: 32
  enable_model_summary: true
  num_sanity_val_steps: 2
  resume_from_checkpoint: ../vocos/logs/lightning_logs/version_10/checkpoints/last.ckpt
  profiler: null
  benchmark: null
  deterministic: null
  reload_dataloaders_every_n_epochs: 0
  auto_lr_find: false
  replace_sampler_ddp: true
  detect_anomaly: false
  auto_scale_batch_size: false
  plugins: null
  amp_backend: native
  amp_level: null
  move_metrics_to_cpu: false
  multiple_trainloader_mode: max_size_cycle
  inference_mode: true
data:
  class_path: vocos.dataset.VocosDataModule
  init_args:
    train_params:
      filelist_path: /home/patriotyk/tts_corpus_44100/train_vocos.txt
      sampling_rate: 44100
      num_samples: 32768
      batch_size: 20
      num_workers: 24
    val_params:
      filelist_path: /home/patriotyk/tts_corpus_44100/val_vocos.txt
      sampling_rate: 44100
      num_samples: 96768
      batch_size: 20
      num_workers: 24
model:
  class_path: vocos.experiment.VocosExp
  init_args:
    feature_extractor:
      class_path: vocos.feature_extractors.MelSpectrogramFeatures
      init_args:
        sample_rate: 44100
        n_fft: 2048
        hop_length: 512
        n_mels: 80
        padding: same
        f_min: 0
        f_max: 8000
        norm: slaney
        mel_scale: slaney
    backbone:
      class_path: vocos.models.VocosBackbone
      init_args:
        input_channels: 80
        dim: 512
        intermediate_dim: 1536
        num_layers: 8
        layer_scale_init_value: null
        adanorm_num_embeddings: null
    head:
      class_path: vocos.heads.ISTFTHead
      init_args:
        dim: 512
        n_fft: 2048
        hop_length: 512
        padding: same
    sample_rate: 44100
    initial_learning_rate: 0.0003
    num_warmup_steps: 0
    mel_loss_coeff: 45.0
    mrd_loss_coeff: 1.0
    pretrain_mel_steps: 0
    decay_mel_coeff: false
    evaluate_utmos: true
    evaluate_pesq: true
    evaluate_periodicty: true