| config: conf/tuning/train_sot_asr_conformer.yaml | |
| print_config: false | |
| log_level: INFO | |
| drop_last_iter: false | |
| dry_run: false | |
| iterator_type: sequence | |
| valid_iterator_type: null | |
| output_dir: exp/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new_whamr_only | |
| ngpu: 1 | |
| seed: 0 | |
| num_workers: 16 | |
| num_att_plot: 3 | |
| dist_backend: nccl | |
| dist_init_method: env:// | |
| dist_world_size: 2 | |
| dist_rank: 0 | |
| local_rank: 0 | |
| dist_master_addr: localhost | |
| dist_master_port: 54011 | |
| dist_launcher: null | |
| multiprocessing_distributed: true | |
| unused_parameters: false | |
| sharded_ddp: false | |
| cudnn_enabled: true | |
| cudnn_benchmark: false | |
| cudnn_deterministic: true | |
| collect_stats: false | |
| write_collected_feats: false | |
| max_epoch: 60 | |
| patience: null | |
| val_scheduler_criterion: | |
| - valid | |
| - loss | |
| early_stopping_criterion: | |
| - valid | |
| - loss | |
| - min | |
| best_model_criterion: | |
| - - valid | |
| - acc | |
| - max | |
| keep_nbest_models: 10 | |
| nbest_averaging_interval: 0 | |
| grad_clip: 5.0 | |
| grad_clip_type: 2.0 | |
| grad_noise: false | |
| accum_grad: 4 | |
| no_forward_run: false | |
| resume: true | |
| train_dtype: float32 | |
| use_amp: false | |
| log_interval: null | |
| use_matplotlib: true | |
| use_tensorboard: true | |
| create_graph_in_tensorboard: false | |
| 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: | |
| - /star-home/jinzengrui/dev/espnet/egs2/librimix/sot_asr1_pretrain/exp/asr_train_sot_asr_conformer_raw_en_char_sp/45epoch.pth | |
| ignore_init_mismatch: false | |
| freeze_param: [] | |
| num_iters_per_epoch: null | |
| batch_size: 20 | |
| valid_batch_size: null | |
| batch_bins: 10000000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/asr_stats_raw_en_char/train/speech_shape | |
| - exp/asr_stats_raw_en_char/train/text_shape.char | |
| valid_shape_file: | |
| - exp/asr_stats_raw_en_char/valid/speech_shape | |
| - exp/asr_stats_raw_en_char/valid/text_shape.char | |
| batch_type: numel | |
| valid_batch_type: null | |
| fold_length: | |
| - 80000 | |
| - 150 | |
| sort_in_batch: descending | |
| shuffle_within_batch: false | |
| sort_batch: descending | |
| multiple_iterator: false | |
| chunk_length: 500 | |
| chunk_shift_ratio: 0.5 | |
| num_cache_chunks: 1024 | |
| chunk_excluded_key_prefixes: [] | |
| train_data_path_and_name_and_type: | |
| - - dump/raw/tr_mix_clean_reverb_max_16k_sp/wav.scp | |
| - speech | |
| - kaldi_ark | |
| - - dump/raw/tr_mix_clean_reverb_max_16k_sp/text | |
| - text | |
| - text | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/cv_mix_clean_reverb_max_16k/wav.scp | |
| - speech | |
| - kaldi_ark | |
| - - dump/raw/cv_mix_clean_reverb_max_16k/text | |
| - text | |
| - text | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| valid_max_cache_size: null | |
| exclude_weight_decay: false | |
| exclude_weight_decay_conf: {} | |
| optim: adam | |
| optim_conf: | |
| lr: 0.002 | |
| weight_decay: 1.0e-06 | |
| scheduler: warmuplr | |
| scheduler_conf: | |
| warmup_steps: 20000 | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - <sc> | |
| - <space> | |
| - E | |
| - T | |
| - A | |
| - O | |
| - N | |
| - I | |
| - H | |
| - S | |
| - R | |
| - D | |
| - L | |
| - U | |
| - M | |
| - C | |
| - W | |
| - F | |
| - G | |
| - Y | |
| - P | |
| - B | |
| - V | |
| - K | |
| - '''' | |
| - X | |
| - J | |
| - Q | |
| - Z | |
| - <sos/eos> | |
| init: null | |
| input_size: null | |
| ctc_conf: | |
| dropout_rate: 0.0 | |
| ctc_type: builtin | |
| reduce: true | |
| ignore_nan_grad: null | |
| zero_infinity: true | |
| joint_net_conf: null | |
| use_preprocessor: true | |
| token_type: char | |
| bpemodel: null | |
| non_linguistic_symbols: null | |
| cleaner: null | |
| g2p: 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' | |
| short_noise_thres: 0.5 | |
| aux_ctc_tasks: [] | |
| frontend: default | |
| frontend_conf: | |
| fs: 16k | |
| specaug: null | |
| specaug_conf: {} | |
| normalize: global_mvn | |
| normalize_conf: | |
| stats_file: exp/asr_stats_raw_en_char/train/feats_stats.npz | |
| model: espnet | |
| model_conf: | |
| ctc_weight: 0.0 | |
| lsm_weight: 0.1 | |
| length_normalized_loss: false | |
| preencoder: null | |
| preencoder_conf: {} | |
| encoder: conformer | |
| encoder_conf: | |
| output_size: 256 | |
| attention_heads: 4 | |
| linear_units: 2048 | |
| num_blocks: 12 | |
| 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: {} | |
| decoder: transformer | |
| decoder_conf: | |
| attention_heads: 4 | |
| linear_units: 2048 | |
| num_blocks: 6 | |
| dropout_rate: 0.1 | |
| positional_dropout_rate: 0.1 | |
| self_attention_dropout_rate: 0.1 | |
| src_attention_dropout_rate: 0.1 | |
| preprocessor: multi | |
| preprocessor_conf: | |
| speaker_change_symbol: | |
| - <sc> | |
| required: | |
| - output_dir | |
| - token_list | |
| version: '202308' | |
| distributed: true | |