config: conf/tuning/train_asr_transformer.yaml
print_config: false
log_level: INFO
dry_run: false
iterator_type: sequence
output_dir: exp/asr_transformer_baseline
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: 100
patience: 15
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
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
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_bpe250/train/speech_shape
- exp/asr_stats_raw_bpe250/train/text_shape.bpe
valid_shape_file:
- exp/asr_stats_raw_bpe250/valid/speech_shape
- exp/asr_stats_raw_bpe250/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/wav.scp
    - speech
    - sound
-   - dump/raw/train/text
    - text
    - text
valid_data_path_and_name_and_type:
-   - dump/raw/dev/wav.scp
    - speech
    - sound
-   - dump/raw/dev/text
    - text
    - text
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
scheduler: noamlr
scheduler_conf:
    warmup_steps: 4000
token_list:
- <blank>
- <unk>
- ▁
- s
- u
- t
- ''''
- i
- r
- e
- a
- ▁est
- o
- ▁de
- l
- ▁a
- c
- é
- '-'
- n
- ▁d
- re
- ▁l
- ▁la
- m
- ▁que
- ▁n
- ce
- ▁le
- d
- ▁c
- ▁il
- 'on'
- p
- à
- ▁qui
- it
- ▁f
- is
- te
- ▁qu
- ▁un
- in
- ▁pas
- ▁ne
- ▁vous
- er
- ▁les
- ▁et
- en
- ▁ma
- ▁se
- ▁en
- ▁on
- f
- ent
- b
- ▁p
- ▁t
- ra
- ▁b
- ▁vo
- che
- ez
- ro
- le
- eur
- ne
- ▁m
- il
- or
- ▁vi
- vous
- ▁sa
- tre
- es
- ▁bien
- ie
- ▁ou
- ▁au
- ▁par
- ▁pa
- ▁h
- ir
- ▁bon
- ille
- me
- ▁ce
- ▁y
- ▁fait
- ▁des
- eau
- ▁avez
- and
- ur
- ant
- ▁du
- ▁mo
- h
- ▁co
- ▁plus
- ▁pour
- ▁une
- ▁je
- ▁faut
- ier
- sse
- ▁é
- eux
- nt
- ▁re
- ▁cha
- ▁sont
- que
- age
- ▁tout
- de
- y
- ▁son
- ▁tou
- â
- elle
- ée
- ▁dans
- ▁personne
- ▁va
- ▁pr
- ▁dé
- ▁con
- ▁ave
- ▁si
- aux
- ▁mais
- ▁me
- ▁peut
- ▁po
- nge
- ▁ba
- ▁comme
- ter
- ▁jamais
- ine
- ▁ch
- ▁quelle
- ▁j
- ▁mieux
- ment
- ion
- ette
- ▁cett
- ▁faire
- ▁vaut
- aire
- z
- ▁sur
- ▁homme
- ▁soi
- ▁mon
- ▁rien
- ▁nous
- ▁autre
- ▁perd
- ▁bou
- ▁combien
- ▁parle
- ▁donne
- omp
- ▁deux
- oir
- ▁ici
- ▁peu
- ▁grand
- ▁sou
- jours
- ▁pro
- sans
- ▁petit
- ▁femme
- ard
- ▁bonne
- ix
- use
- q
- ▁ami
- ▁êtes
- ▁point
- ▁être
- ▁prend
- ▁enfant
- ▁cour
- ▁mauvais
- ▁médecin
- ement
- ô
- û
- ▁veut
- ▁trop
- ation
- able
- ▁euh
- ▁fou
- jou
- ▁temps
- ▁allez
- ▁app
- x
- ▁chien
- ▁ça
- ▁doit
- ▁aller
- avoir
- puis
- ▁plai
- j
- ▁dire
- ▁maître
- ance
- éri
- ▁cheval
- ▁mort
- ▁monsieur
- ▁sui
- ▁fois
- ▁porte
- ▁alors
- ▁quelqu
- ▁couleur
- ▁arrive
- ▁besoin
- ▁chose
- ▁souvent
- ▁rend
- ▁plaît
- ▁bonjour
- ç
- ï
- /
- w
- œ
- k
- ù
- î
- ê
- è
- g
- F
- P
- A
- v
- <sos/eos>
init: xavier_uniform
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: 0.3
    lsm_weight: 0.1
    length_normalized_loss: false
use_preprocessor: true
token_type: bpe
bpemodel: data/token_list/bpe_unigram250/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
    - 30
    num_freq_mask: 2
    apply_time_mask: true
    time_mask_width_range:
    - 0
    - 40
    num_time_mask: 2
normalize: utterance_mvn
normalize_conf: {}
preencoder: null
preencoder_conf: {}
encoder: transformer
encoder_conf:
    input_layer: conv2d2
    num_blocks: 12
    linear_units: 2048
    dropout_rate: 0.1
    output_size: 256
    attention_heads: 4
    attention_dropout_rate: 0.0
postencoder: null
postencoder_conf: {}
decoder: transformer
decoder_conf:
    input_layer: embed
    num_blocks: 6
    linear_units: 2048
    dropout_rate: 0.1
required:
- output_dir
- token_list
version: 0.10.6a1
distributed: false