config: conf/tuning/train_transformer.yaml
print_config: false
log_level: INFO
dry_run: false
iterator_type: sequence
output_dir: exp/tts_train_transformer_raw_phn_none
ngpu: 1
seed: 0
num_workers: 1
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: 59237
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: 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: 5
nbest_averaging_interval: 0
grad_clip: 1.0
grad_clip_type: 2.0
grad_noise: false
accum_grad: 2
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: 1000
batch_size: 20
valid_batch_size: null
batch_bins: 9000000
valid_batch_bins: null
train_shape_file:
- exp/tts_stats_raw_phn_none/train/text_shape.phn
- exp/tts_stats_raw_phn_none/train/speech_shape
valid_shape_file:
- exp/tts_stats_raw_phn_none/valid/text_shape.phn
- exp/tts_stats_raw_phn_none/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:
-   - dump/raw/hin_ab_train_no_dev/text
    - text
    - text
-   - dump/raw/hin_ab_train_no_dev/wav.scp
    - speech
    - sound
valid_data_path_and_name_and_type:
-   - dump/raw/hin_ab_dev/text
    - text
    - text
-   - dump/raw/hin_ab_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: 1.0
scheduler: noamlr
scheduler_conf:
    model_size: 512
    warmup_steps: 8000
token_list:
- <blank>
- <unk>
- '@'
- 'a:'
- n
- e
- k
- r
- t
- s
- 'i:'
- h\
- i
- m
- o
- l
- j
- d
- u
- p
- v
- b
- dZ
- g
- I
- a
- w
- '{:'
- r\
- tS
- N
- '{'
- z
- t_h
- D
- S
- E
- k_h
- h
- r\=
- b_t
- A
- 'O:'
- V
- O
- 'u:'
- f
- r`
- t`
- d_t
- tS_h
- dZ_t
- t`_h
- 'a~:'
- s`
- J
- p_h
- d`
- 'u~:'
- g_t
- n`
- T
- r=
- U
- r`_0
- u~
- O~
- '@~'
- Z
- d`_t
- e~
- x
- a~
- q
- G
- <sos/eos>
odim: null
model_conf: {}
use_preprocessor: true
token_type: phn
bpemodel: null
non_linguistic_symbols: null
cleaner: null
g2p: null
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_phn_none/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
    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
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: 0.10.7a1
distributed: true