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+config: conf/tuning/train_bestrq_conformerL_maskprob1e-2_unmaskedonly_l2norm_cb8192_accum8_bs256_amp_lr1e-4_seed20220404_chunk3k.yaml
+print_config: false
+log_level: INFO
+dry_run: false
+iterator_type: sequence
+output_dir: exp/bestrq_train_bestrq_conformerL_maskprob1e-2_unmaskedonly_l2norm_cb8192_accum8_bs256_amp_lr1e-4_seed20220404_chunk3k_raw_en
+ngpu: 1
+seed: 0
+num_workers: 1
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: 4
+dist_rank: 0
+local_rank: 0
+dist_master_addr: localhost
+dist_master_port: 44969
+dist_launcher: null
+multiprocessing_distributed: true
+unused_parameters: false
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: false
+collect_stats: false
+write_collected_feats: false
+max_epoch: 500
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - masked_acc
+    - max
+keep_nbest_models: 300
+nbest_averaging_interval: 0
+grad_clip: 5.0
+grad_clip_type: 2.0
+grad_noise: false
+accum_grad: 8
+no_forward_run: false
+resume: true
+train_dtype: float32
+use_amp: true
+log_interval: null
+use_matplotlib: true
+use_tensorboard: true
+use_wandb: false
+wandb_project: null
+wandb_id: null
+wandb_entity: null
+wandb_name: null
+wandb_model_log_interval: -1
+detect_anomaly: false
+pretrain_path: null
+init_param: []
+ignore_init_mismatch: false
+freeze_param: []
+num_iters_per_epoch: null
+batch_size: 256
+valid_batch_size: null
+batch_bins: 1000000
+valid_batch_bins: null
+train_shape_file:
+- exp/bestrq_stats_raw_en/train/speech_shape
+valid_shape_file:
+- exp/bestrq_stats_raw_en/valid/speech_shape
+batch_type: folded
+valid_batch_type: null
+fold_length:
+- 80000
+sort_in_batch: descending
+sort_batch: descending
+multiple_iterator: false
+chunk_length: 500
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+train_data_path_and_name_and_type:
+-   - dump/raw/train_60k/wav.scp
+    - speech
+    - sound
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev/wav.scp
+    - speech
+    - sound
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+valid_max_cache_size: null
+optim: adam
+optim_conf:
+    lr: 0.0001
+scheduler: warmuplr
+scheduler_conf:
+    warmup_steps: 30000
+init: xavier_uniform
+input_size: null
+model_conf:
+    lsm_weight: 0.0
+    length_normalized_loss: false
+    vector_size: 16
+    codebook_size: 8192
+    temporal_reduction: 4
+    mask_prob: 0.01
+    mask_length: 40
+    unmasked_region_weight: 0
+    apply_l2_normalization: true
+    codebook_and_matrix_init_file: data/local/codebook_and_matrix_seed20220404.pth
+    frame_chunk_size: 3200
+use_preprocessor: true
+token_type: null
+cleaner: null
+speech_volume_normalize: null
+rir_scp: null
+rir_apply_prob: 1.0
+noise_scp: null
+noise_apply_prob: 1.0
+noise_db_range: '13_15'
+frontend: default
+frontend_conf:
+    fs: 16k
+    n_fft: 512
+    win_length: 400
+    hop_length: 160
+    frontend_conf: null
+    apply_stft: true
+specaug: null
+specaug_conf: {}
+normalize: global_mvn
+normalize_conf:
+    stats_file: exp/bestrq_stats_raw_en/train/feats_stats.npz
+preencoder: null
+preencoder_conf: {}
+encoder: conformer
+encoder_conf:
+    output_size: 512
+    attention_heads: 8
+    linear_units: 2048
+    num_blocks: 17
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    attention_dropout_rate: 0.1
+    input_layer: conv2d
+    normalize_before: true
+    macaron_style: true
+    rel_pos_type: latest
+    pos_enc_layer_type: rel_pos
+    selfattention_layer_type: rel_selfattn
+    activation_type: swish
+    use_cnn_module: true
+    cnn_module_kernel: 31
+postencoder: null
+postencoder_conf: {}
+required:
+- output_dir
+version: 0.10.7a1
+distributed: true

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