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config: conf/tuning/train_bestrq_conformerL_maskprob1e-2_unmaskedonly_l2norm_cb8192_accum8_bs256_amp_lr5e-4_seed20220404_chunk3k.yaml |
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print_config: false |
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log_level: INFO |
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dry_run: false |
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iterator_type: sequence |
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output_dir: exp/bestrq_train_bestrq_conformerL_maskprob1e-2_unmaskedonly_l2norm_cb8192_accum8_bs256_amp_lr5e-4_seed20220404_chunk3k_raw_en |
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ngpu: 1 |
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seed: 0 |
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num_workers: 1 |
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num_att_plot: 3 |
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dist_backend: nccl |
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dist_init_method: env:// |
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dist_world_size: 4 |
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dist_rank: 0 |
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local_rank: 0 |
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dist_master_addr: localhost |
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dist_master_port: 54869 |
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dist_launcher: null |
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multiprocessing_distributed: true |
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unused_parameters: false |
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sharded_ddp: false |
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cudnn_enabled: true |
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cudnn_benchmark: false |
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cudnn_deterministic: false |
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collect_stats: false |
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write_collected_feats: false |
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max_epoch: 500 |
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patience: null |
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val_scheduler_criterion: |
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- valid |
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- loss |
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early_stopping_criterion: |
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- valid |
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- loss |
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- min |
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best_model_criterion: |
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- - valid |
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- masked_acc |
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- max |
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keep_nbest_models: 300 |
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nbest_averaging_interval: 0 |
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grad_clip: 5.0 |
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grad_clip_type: 2.0 |
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grad_noise: false |
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accum_grad: 8 |
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no_forward_run: false |
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resume: true |
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train_dtype: float32 |
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use_amp: true |
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log_interval: null |
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use_matplotlib: true |
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use_tensorboard: true |
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use_wandb: false |
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wandb_project: null |
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wandb_id: null |
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wandb_entity: null |
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wandb_name: null |
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wandb_model_log_interval: -1 |
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detect_anomaly: false |
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pretrain_path: null |
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init_param: [] |
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ignore_init_mismatch: false |
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freeze_param: [] |
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num_iters_per_epoch: null |
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batch_size: 256 |
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valid_batch_size: null |
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batch_bins: 1000000 |
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valid_batch_bins: null |
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train_shape_file: |
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- exp/bestrq_stats_raw_en/train/speech_shape |
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valid_shape_file: |
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- exp/bestrq_stats_raw_en/valid/speech_shape |
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batch_type: folded |
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valid_batch_type: null |
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fold_length: |
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- 80000 |
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sort_in_batch: descending |
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sort_batch: descending |
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multiple_iterator: false |
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chunk_length: 500 |
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chunk_shift_ratio: 0.5 |
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num_cache_chunks: 1024 |
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train_data_path_and_name_and_type: |
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- - dump/raw/train_6k/wav.scp |
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- speech |
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- sound |
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valid_data_path_and_name_and_type: |
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- - dump/raw/dev/wav.scp |
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- speech |
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- sound |
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allow_variable_data_keys: false |
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max_cache_size: 0.0 |
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max_cache_fd: 32 |
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valid_max_cache_size: null |
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optim: adam |
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optim_conf: |
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lr: 0.0005 |
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scheduler: warmuplr |
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scheduler_conf: |
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warmup_steps: 30000 |
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init: xavier_uniform |
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input_size: null |
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model_conf: |
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lsm_weight: 0.0 |
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length_normalized_loss: false |
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vector_size: 16 |
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codebook_size: 8192 |
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temporal_reduction: 4 |
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mask_prob: 0.01 |
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mask_length: 40 |
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unmasked_region_weight: 0 |
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apply_l2_normalization: true |
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codebook_and_matrix_init_file: data/local/codebook_and_matrix_seed20220404.pth |
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frame_chunk_size: 3200 |
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use_preprocessor: true |
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token_type: null |
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cleaner: null |
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speech_volume_normalize: null |
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rir_scp: null |
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rir_apply_prob: 1.0 |
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noise_scp: null |
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noise_apply_prob: 1.0 |
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noise_db_range: '13_15' |
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frontend: default |
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frontend_conf: |
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fs: 16k |
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n_fft: 512 |
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win_length: 400 |
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hop_length: 160 |
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frontend_conf: null |
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apply_stft: true |
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specaug: null |
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specaug_conf: {} |
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normalize: global_mvn |
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normalize_conf: |
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stats_file: exp/bestrq_stats_raw_en/train/feats_stats.npz |
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preencoder: null |
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preencoder_conf: {} |
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encoder: conformer |
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encoder_conf: |
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output_size: 512 |
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attention_heads: 8 |
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linear_units: 2048 |
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num_blocks: 17 |
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dropout_rate: 0.1 |
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positional_dropout_rate: 0.1 |
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attention_dropout_rate: 0.1 |
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input_layer: conv2d |
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normalize_before: true |
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macaron_style: true |
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rel_pos_type: latest |
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pos_enc_layer_type: rel_pos |
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selfattention_layer_type: rel_selfattn |
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activation_type: swish |
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use_cnn_module: true |
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cnn_module_kernel: 31 |
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postencoder: null |
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postencoder_conf: {} |
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required: |
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- output_dir |
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version: 0.10.7a1 |
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distributed: true |
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