| config: conf/tuning/train_asr_rnn_tr.yaml | |
| print_config: false | |
| log_level: INFO | |
| dry_run: false | |
| iterator_type: sequence | |
| output_dir: exp/asr_train_asr_rnn_tr_raw_ky_bpe150_sp | |
| ngpu: 1 | |
| seed: 0 | |
| num_workers: 1 | |
| num_att_plot: 3 | |
| dist_backend: nccl | |
| dist_init_method: env:// | |
| dist_world_size: null | |
| dist_rank: null | |
| local_rank: 0 | |
| dist_master_addr: null | |
| dist_master_port: null | |
| dist_launcher: null | |
| multiprocessing_distributed: false | |
| unused_parameters: false | |
| sharded_ddp: false | |
| cudnn_enabled: true | |
| cudnn_benchmark: false | |
| cudnn_deterministic: true | |
| collect_stats: false | |
| write_collected_feats: false | |
| max_epoch: 50 | |
| patience: 3 | |
| val_scheduler_criterion: | |
| - valid | |
| - loss | |
| early_stopping_criterion: | |
| - valid | |
| - loss | |
| - min | |
| best_model_criterion: | |
| - - train | |
| - loss | |
| - min | |
| - - valid | |
| - loss | |
| - min | |
| - - train | |
| - acc | |
| - max | |
| - - 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: 1 | |
| no_forward_run: false | |
| resume: true | |
| train_dtype: float32 | |
| use_amp: false | |
| 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: 16 | |
| valid_batch_size: null | |
| batch_bins: 1000000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/asr_stats_raw_ky_bpe150_sp/train/speech_shape | |
| - exp/asr_stats_raw_ky_bpe150_sp/train/text_shape.bpe | |
| valid_shape_file: | |
| - exp/asr_stats_raw_ky_bpe150_sp/valid/speech_shape | |
| - exp/asr_stats_raw_ky_bpe150_sp/valid/text_shape.bpe | |
| batch_type: folded | |
| valid_batch_type: null | |
| fold_length: | |
| - 80000 | |
| - 150 | |
| 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_ky_sp/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/train_ky_sp/text | |
| - text | |
| - text | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/dev_ky/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/dev_ky/text | |
| - text | |
| - text | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| valid_max_cache_size: null | |
| optim: adadelta | |
| optim_conf: | |
| lr: 0.1 | |
| scheduler: null | |
| scheduler_conf: {} | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - ▁ | |
| - р | |
| - л | |
| - н | |
| - к | |
| - а | |
| - т | |
| - и | |
| - . | |
| - е | |
| - о | |
| - м | |
| - у | |
| - ш | |
| - ы | |
| - й | |
| - ө | |
| - ү | |
| - п | |
| - з | |
| - с | |
| - да | |
| - б | |
| - ч | |
| - та | |
| - ▁жа | |
| - ',' | |
| - ке | |
| - ▁ка | |
| - ▁б | |
| - ▁ал | |
| - ар | |
| - ын | |
| - ▁э | |
| - те | |
| - ган | |
| - де | |
| - уу | |
| - ты | |
| - ды | |
| - ▁ба | |
| - ин | |
| - ▁а | |
| - га | |
| - ▁А | |
| - ▁ж | |
| - ма | |
| - ди | |
| - үн | |
| - г | |
| - я | |
| - ла | |
| - ат | |
| - гы | |
| - ▁с | |
| - ба | |
| - ▁ко | |
| - кан | |
| - ң | |
| - ти | |
| - ун | |
| - ▁Ал | |
| - ▁К | |
| - ▁кө | |
| - ду | |
| - сы | |
| - кы | |
| - чы | |
| - ги | |
| - на | |
| - ▁Б | |
| - в | |
| - до | |
| - чу | |
| - — | |
| - ▁ай | |
| - ары | |
| - ▁бир | |
| - ▁эле | |
| - ып | |
| - дө | |
| - үү | |
| - ▁М | |
| - ▁да | |
| - ▁же | |
| - ында | |
| - ча | |
| - гө | |
| - оо | |
| - дын | |
| - дар | |
| - ▁бер | |
| - э | |
| - ген | |
| - ▁менен | |
| - го | |
| - ▁са | |
| - тар | |
| - Ж | |
| - О | |
| - С | |
| - Т | |
| - ю | |
| - Э | |
| - ж | |
| - '?' | |
| - д | |
| - У | |
| - ф | |
| - И | |
| - Д | |
| - К | |
| - х | |
| - П | |
| - Н | |
| - ь | |
| - Ш | |
| - М | |
| - ц | |
| - Ч | |
| - Р | |
| - З | |
| - Ф | |
| - Г | |
| - '!' | |
| - Л | |
| - А | |
| - Б | |
| - Е | |
| - ӊ | |
| - '1' | |
| - '8' | |
| - ⁄ | |
| - Ю | |
| - Й | |
| - Ц | |
| - щ | |
| - Я | |
| - Ы | |
| - ъ | |
| - ё | |
| - – | |
| - Х | |
| - В | |
| - Ү | |
| - Ө | |
| - ” | |
| - <sos/eos> | |
| init: null | |
| input_size: null | |
| ctc_conf: | |
| dropout_rate: 0.0 | |
| ctc_type: builtin | |
| reduce: true | |
| ignore_nan_grad: true | |
| joint_net_conf: null | |
| model_conf: | |
| ctc_weight: 0.5 | |
| use_preprocessor: true | |
| token_type: bpe | |
| bpemodel: data/ky_token_list/bpe_unigram150/bpe.model | |
| 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' | |
| frontend: default | |
| frontend_conf: | |
| fs: 16k | |
| specaug: specaug | |
| specaug_conf: | |
| apply_time_warp: true | |
| time_warp_window: 5 | |
| time_warp_mode: bicubic | |
| apply_freq_mask: true | |
| freq_mask_width_range: | |
| - 0 | |
| - 27 | |
| num_freq_mask: 2 | |
| apply_time_mask: true | |
| time_mask_width_ratio_range: | |
| - 0.0 | |
| - 0.05 | |
| num_time_mask: 2 | |
| normalize: global_mvn | |
| normalize_conf: | |
| stats_file: exp/asr_stats_raw_ky_bpe150_sp/train/feats_stats.npz | |
| preencoder: null | |
| preencoder_conf: {} | |
| encoder: vgg_rnn | |
| encoder_conf: | |
| rnn_type: lstm | |
| bidirectional: true | |
| use_projection: true | |
| num_layers: 4 | |
| hidden_size: 1024 | |
| output_size: 1024 | |
| postencoder: null | |
| postencoder_conf: {} | |
| decoder: rnn | |
| decoder_conf: | |
| num_layers: 2 | |
| hidden_size: 1024 | |
| sampling_probability: 0 | |
| att_conf: | |
| atype: location | |
| adim: 1024 | |
| aconv_chans: 10 | |
| aconv_filts: 100 | |
| required: | |
| - output_dir | |
| - token_list | |
| version: 0.10.6a1 | |
| distributed: false | |