avhubert/conf/pretrain/large_vox_iter5.yaml [42:117]:
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dataset:
  num_workers: 6
  max_tokens: 1000
  skip_invalid_size_inputs_valid_test: true
  validate_interval: 5
  validate_interval_updates: 10000

criterion:
  _name: av_hubert
  pred_masked_weight: 1.0
  pred_nomask_weight: 1.0
  loss_weights: [10,]

optimization:
  max_update: 600000
  lr: [0.002]
  clip_norm: 10.0

optimizer:
  _name: adam
  adam_betas: (0.9,0.98)
  adam_eps: 1e-06
  weight_decay: 0.01

lr_scheduler:
  _name: polynomial_decay
  warmup_updates: 48000

model:
  _name: av_hubert
  label_rate: ???
  skip_masked: false
  skip_nomask: false
  modality_dropout: 0.5
  audio_dropout: 0.5
  modality_fuse: concat
  selection_type: same_seq
  masking_type: input
  mask_prob_image: 0.3
  mask_length_image: 5
  mask_prob_audio: 0.8
  mask_length_audio: 10
  extractor_mode: default
  # conv_feature_layers: '[(512,10,5)] + [(512,3,2)] * 4 + [(512,2,2)] * 2'
  final_dim: 256
  encoder_layerdrop: 0.05
  dropout_input: 0.1
  dropout_features: 0.1
  dropout: 0.1
  attention_dropout: 0.1
  feature_grad_mult: 0.1
  untie_final_proj: true
  activation_dropout: 0.0
  wav_input: false
  layer_norm_first: true
  audio_feat_dim: 104
  encoder_layers: 24
  encoder_embed_dim: 1024
  encoder_ffn_embed_dim: 4096
  encoder_attention_heads: 16

hydra:
  job:
    config:
      override_dirname:
        kv_sep: '-'
        item_sep: '__'
        exclude_keys:
          - run
          - task.data
          - task.label_dir
  run:
    dir: ???
  sweep:
    dir: ???
    subdir: ${hydra.job.config_name}__${hydra.job.override_dirname}
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avhubert/conf/pretrain/noise_large_vox_iter5.yaml [44:119]:
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dataset:
  num_workers: 6
  max_tokens: 1000
  skip_invalid_size_inputs_valid_test: true
  validate_interval: 5
  validate_interval_updates: 10000

criterion:
  _name: av_hubert
  pred_masked_weight: 1.0
  pred_nomask_weight: 1.0
  loss_weights: [10,]

optimization:
  max_update: 600000
  lr: [0.002]
  clip_norm: 10.0

optimizer:
  _name: adam
  adam_betas: (0.9,0.98)
  adam_eps: 1e-06
  weight_decay: 0.01

lr_scheduler:
  _name: polynomial_decay
  warmup_updates: 48000

model:
  _name: av_hubert
  label_rate: ???
  skip_masked: false
  skip_nomask: false
  modality_dropout: 0.5
  audio_dropout: 0.5
  modality_fuse: concat
  selection_type: same_seq
  masking_type: input
  mask_prob_image: 0.3
  mask_length_image: 5
  mask_prob_audio: 0.8
  mask_length_audio: 10
  extractor_mode: default
  # conv_feature_layers: '[(512,10,5)] + [(512,3,2)] * 4 + [(512,2,2)] * 2'
  final_dim: 256
  encoder_layerdrop: 0.05
  dropout_input: 0.1
  dropout_features: 0.1
  dropout: 0.1
  attention_dropout: 0.1
  feature_grad_mult: 0.1
  untie_final_proj: true
  activation_dropout: 0.0
  wav_input: false
  layer_norm_first: true
  audio_feat_dim: 104
  encoder_layers: 24
  encoder_embed_dim: 1024
  encoder_ffn_embed_dim: 4096
  encoder_attention_heads: 16

hydra:
  job:
    config:
      override_dirname:
        kv_sep: '-'
        item_sep: '__'
        exclude_keys:
          - run
          - task.data
          - task.label_dir
  run:
    dir: ???
  sweep:
    dir: ???
    subdir: ${hydra.job.config_name}__${hydra.job.override_dirname}
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