config: conf/train.yaml print_config: false log_level: INFO dry_run: false iterator_type: sequence output_dir: exp/tts_train_raw_byte ngpu: 1 seed: 0 num_workers: 1 num_att_plot: 1 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: 200 patience: null val_scheduler_criterion: - valid - loss early_stopping_criterion: - valid - loss - min best_model_criterion: - - valid - loss - min - - train - loss - min keep_nbest_models: 3 nbest_averaging_interval: 0 grad_clip: 2.0 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: - ../tts_pretrain_byte_residual/exp/tts_train_byte/2epoch.pth:tts_pretrain.encoder:tts.encoder - ../tts_pretrain_byte_residual/exp/tts_train_byte/2epoch.pth:tts_pretrain.lid_emb:tts.lid_emb ignore_init_mismatch: false freeze_param: - tts.encoder.adapter - tts.encoder.embed - tts.lid_emb num_iters_per_epoch: null batch_size: 20 valid_batch_size: null batch_bins: 400000 valid_batch_bins: null train_shape_file: - exp/tts_stats_raw_byte/train/text_shape.byte - exp/tts_stats_raw_byte/train/speech_shape valid_shape_file: - exp/tts_stats_raw_byte/valid/text_shape.byte - exp/tts_stats_raw_byte/valid/speech_shape batch_type: numel valid_batch_type: null fold_length: - 150 - 204800 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: - - /local/11399690.1.gpu/dump/raw/train/text - text - text - - /local/11399690.1.gpu/dump/raw/train/wav.scp - speech - sound - - /local/11399690.1.gpu/dump/xvector/train/xvector.scp - spembs - kaldi_ark - - /local/11399690.1.gpu/dump/raw/train/utt2lid - lids - text_int valid_data_path_and_name_and_type: - - /local/11399690.1.gpu/dump/raw/dev/text - text - text - - /local/11399690.1.gpu/dump/raw/dev/wav.scp - speech - sound - - /local/11399690.1.gpu/dump/xvector/dev/xvector.scp - spembs - kaldi_ark - - /local/11399690.1.gpu/dump/raw/dev/utt2lid - lids - text_int allow_variable_data_keys: false max_cache_size: 0.0 max_cache_fd: 32 valid_max_cache_size: null optim: adam optim_conf: lr: 1.0 scheduler: noamlr scheduler_conf: model_size: 512 warmup_steps: 50000 token_list: - - - '32' - '101' - '97' - '105' - '110' - '116' - '111' - '115' - '114' - '108' - '100' - '117' - '109' - '99' - '195' - '112' - '104' - '118' - '107' - '103' - '98' - '122' - '102' - '106' - '121' - '119' - '164' - '169' - '197' - '196' - '161' - '113' - '179' - '173' - '188' - '182' - '190' - '208' - '120' - '141' - '153' - '160' - '155' - '189' - '131' - '186' - '168' - '133' - '209' - '130' - '181' - '159' - '151' - '175' - '177' - '145' - '171' - '174' - '165' - '135' - '200' - '180' - '170' - '178' - '176' - '163' - '184' - '185' - '187' - '129' - '132' - '128' - '136' - '143' - '162' - '191' - '150' - '206' - '183' - '140' - '172' - '167' - '207' - '139' - '142' - '147' - '134' - '137' - '148' - '194' - '149' - '166' - '49' - '50' - '48' - '51' - '138' - '56' - '53' - '55' - '52' - '54' - '57' - '199' - '226' - '210' - '144' - '203' - '225' - '202' - '232' - '201' - '157' - '231' - '156' - '220' - odim: null model_conf: {} use_preprocessor: true token_type: byte bpemodel: null non_linguistic_symbols: null cleaner: null g2p: byte feats_extract: fbank feats_extract_conf: n_fft: 1024 hop_length: 256 win_length: null fs: 16000 fmin: 80 fmax: 7600 n_mels: 80 normalize: global_mvn normalize_conf: stats_file: exp/tts_stats_raw_byte/train/feats_stats.npz tts: transformer tts_conf: embed_dim: 0 eprenet_conv_layers: 0 eprenet_conv_filts: 0 eprenet_conv_chans: 0 dprenet_layers: 2 dprenet_units: 256 adim: 512 aheads: 8 elayers: 6 eunits: 1024 dlayers: 6 dunits: 1024 positionwise_layer_type: conv1d positionwise_conv_kernel_size: 1 postnet_layers: 5 postnet_filts: 5 postnet_chans: 256 spk_embed_dim: 192 spk_embed_integration_type: add use_gst: true gst_heads: 4 gst_tokens: 16 use_masking: true bce_pos_weight: 5.0 use_scaled_pos_enc: true encoder_normalize_before: true decoder_normalize_before: true reduction_factor: 1 init_type: xavier_uniform init_enc_alpha: 1.0 init_dec_alpha: 1.0 eprenet_dropout_rate: 0.0 dprenet_dropout_rate: 0.5 postnet_dropout_rate: 0.5 transformer_enc_dropout_rate: 0.1 transformer_enc_positional_dropout_rate: 0.1 transformer_enc_attn_dropout_rate: 0.1 transformer_dec_dropout_rate: 0.1 transformer_dec_positional_dropout_rate: 0.1 transformer_dec_attn_dropout_rate: 0.1 transformer_enc_dec_attn_dropout_rate: 0.1 use_guided_attn_loss: true num_heads_applied_guided_attn: 2 num_layers_applied_guided_attn: 2 modules_applied_guided_attn: - encoder-decoder guided_attn_loss_sigma: 0.4 guided_attn_loss_lambda: 10.0 langs: 21 lang_family_encoding: false num_lang_family: 7 use_adapter: true adapter_type: residual use_encoder_w_lid: true pitch_extract: null pitch_extract_conf: {} pitch_normalize: null pitch_normalize_conf: {} energy_extract: null energy_extract_conf: {} energy_normalize: null energy_normalize_conf: {} required: - output_dir - token_list version: '202209' distributed: false