espnet/

OpenBEATS-Large-i3-cbi

config: /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/earlarge3/conf/ear_large/beans_cbi.yaml
print_config: false
log_level: INFO
drop_last_iter: false
dry_run: false
iterator_type: sequence
valid_iterator_type: null
output_dir: /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/beans_cbi/cls_earlarge3
ngpu: 1
seed: 0
num_workers: 2
num_att_plot: 0
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: true
sharded_ddp: false
use_deepspeed: false
deepspeed_config: null
gradient_as_bucket_view: true
ddp_comm_hook: null
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: true
use_tf32: false
collect_stats: false
write_collected_feats: false
max_epoch: 250
patience: null
val_scheduler_criterion:
- valid
- loss
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
-   - valid
    - acc
    - max
keep_nbest_models: 1
nbest_averaging_interval: 0
grad_clip: 1
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
create_graph_in_tensorboard: false
use_wandb: true
wandb_project: audioverse
wandb_id: null
wandb_entity: shikhar
wandb_name: beans_cbi.earlarge3
wandb_model_log_interval: -1
detect_anomaly: false
use_adapter: false
adapter: lora
save_strategy: all
adapter_conf: {}
pretrain_path: null
init_param: []
ignore_init_mismatch: false
freeze_param: []
num_iters_per_epoch: null
batch_size: 32
valid_batch_size: 32
batch_bins: 1000000
valid_batch_bins: null
category_sample_size: 10
train_shape_file:
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/beans_cbi/cls_stats_16k/train/speech_shape
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/beans_cbi/cls_stats_16k/train/label_shape
valid_shape_file:
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/beans_cbi/cls_stats_16k/valid/speech_shape
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/beans_cbi/cls_stats_16k/valid/label_shape
batch_type: folded
valid_batch_type: null
fold_length:
- 160000
- 5
sort_in_batch: descending
shuffle_within_batch: false
sort_batch: descending
multiple_iterator: false
utt2weight_file: null
chunk_length: 500
chunk_shift_ratio: 0.5
num_cache_chunks: 1024
chunk_excluded_key_prefixes: []
chunk_default_fs: null
chunk_max_abs_length: null
chunk_discard_short_samples: true
train_data_path_and_name_and_type:
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/beans_cbi/cbi.train/wav.scp
    - speech
    - sound
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/beans_cbi/cbi.train/text
    - label
    - text
valid_data_path_and_name_and_type:
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/beans_cbi/cbi.dev/wav.scp
    - speech
    - sound
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/beans_cbi/cbi.dev/text
    - label
    - text
multi_task_dataset: false
allow_variable_data_keys: false
max_cache_size: 0.0
max_cache_fd: 32
allow_multi_rates: false
valid_max_cache_size: null
exclude_weight_decay: false
exclude_weight_decay_conf: {}
optim: adamw
optim_conf:
    lr: 3.0e-05
    weight_decay: 0.01
    betas:
    - 0.9
    - 0.98
scheduler: cosineannealingwarmuprestarts
scheduler_conf:
    first_cycle_steps: 95000
    warmup_steps: 8000
    max_lr: 3.0e-05
    min_lr: 5.0e-06
lightning_conf: {}
token_list:
- scoori
- bulori
- bushti
- blkpho
- brthum
- cacwre
- pasfly
- lesgol
- logshr
- macwar
- pinsis
- whbnut
- hamfly
- normoc
- grtgra
- houwre
- comyel
- grhowl
- houfin
- rocpig
- annhum
- astfly
- magwar
- wesmea
- wewpew
- spotow
- amerob
- daejun
- easmea
- greroa
- mouchi
- pilwoo
- comrav
- hoowar
- savspa
- warvir
- easblu
- gnttow
- ovenbi1
- rewbla
- robgro
- swathr
- tuftit
- westan
- winwre3
- btywar
- carwre
- herthr
- bewwre
- sora
- brdowl
- buggna
- casvir
- chispa
- fiespa
- aldfly
- killde
- moudov
- rebwoo
- bkpwar
- dowwoo
- greegr
- banswa
- orcwar
- plsvir
- y00475
- blugrb1
- gockin
- greyel
- larspa
- osprey
- sonspa
- yebfly
- blujay
- brnthr
- canwre
- clanut
- comred
- eastow
- haiwoo
- lesyel
- amepip
- easpho
- fiscro
- sposan
- wooscj2
- bkhgro
- labwoo
- lazbun
- marwre
- stejay
- weskin
- bkbwar
- buhvir
- cangoo
- canwar
- dusfly
- grcfly
- norcar
- wilsni1
- yerwar
- yetvir
- eucdov
- linspa
- norpar
- olsfly
- rebnut
- scatan
- bnhcow
- louwat
- norfli
- veery
- woothr
- btnwar
- cedwax
- chswar
- comgra
- indbun
- leabit
- leafly
- pinwar
- reevir1
- solsan
- bktspa
- foxspa
- houspa
- snobun
- vesspa
- yelwar
- brespa
- comgol
- coohaw
- gnwtea
- grbher3
- hergul
- mallar3
- swaspa
- brncre
- btbwar
- caster1
- eawpew
- rethaw
- rocwre
- ruckin
- semsan
- whtspa
- wlswar
- bkcchi
- bkchum
- amered
- norwat
- whcspa
- grycat
- balori
- purfin
- treswa
- wilfly
- comter
- belspa2
- juntit1
- comnig
- reshaw
- snogoo
- perfal
- gadwal
- grnher
- horlar
- lobdow
- bawwar
- amegfi
- commer
- ribgul
- casfin
- pibgre
- evegro
- pygnut
- brwhaw
- gryfly
- leasan
- barswa
- phaino
- amecro
- calqua
- amewoo
- pingro
- saypho
- semplo
- buwwar
- boboli
- amekes
- cowscj1
- amtspa
- lobcur
- belkin1
- pecsan
- prawar
- vigswa
- camwar
- easkin
- yebsap
- norsho
- gocspa
- rufhum
- baisan
- cliswa
- pinjay
- comloo
- baleag
- merlin
- yehbla
- calgul
- goleag
- nutwoo
- rusbla
- eursta
- ameavo
- lesnig
- palwar
- bkbmag1
- brebla
- sagthr
- bkbcuc
- wesgre
- redcro
- wiltur
- amebit
- sagspa1
- tunswa
- wooduc
- renpha
- whtswi
- bongul
- norhar2
- doccor
- lotduc
- chukar
- horgre
- nrwswa
- sheowl
- wesblu
- whfibi
- buwtea
- norpin
- eargre
- rebsap
- lewwoo
- rebmer
- wessan
- chiswi
- lecthr
- rthhum
- moublu
- amewig
- rinduc
- shshaw
- rufgro
- swahaw
- coshum
- truswa
- rudduc
- buffle
- hoomer
- gcrfin
- redhea
- <blank>
- <unk>
text_token_list: null
text_bpemodel: null
init: xavier_normal
input_size: 1
use_preprocessor: true
frontend: null
frontend_conf: {}
specaug: null
specaug_conf: {}
normalize: null
normalize_conf: {}
preencoder: null
preencoder_conf: {}
encoder: beats
encoder_conf:
    beats_ckpt_path: /work/nvme/bbjs/sbharadwaj/7Msounds/exp/beats_iter2_large2.tune_lr1.0e-4_warmup40000_bins1600000_totalsteps400000/epoch_latest.pt
    beats_config:
        layer_wise_gradient_decay_ratio: 0.3
        encoder_layerdrop: 0.1
        dropout: 0.0
    use_weighted_representation: false
    specaug_config:
        apply_time_warp: true
        apply_freq_mask: false
        apply_time_mask: true
        time_mask_width_ratio_range:
        - 0
        - 0.06
        num_time_mask: 1
    roll_augment: true
    roll_interval: 1
text_encoder: null
text_encoder_conf: {}
embedding_fusion: null
embedding_fusion_conf: {}
decoder: linear
decoder_conf: {}
model: espnet
model_conf:
    classification_type: multi-class
    lsm_weight: 0.1
required:
- output_dir
- token_list
version: '202412'
distributed: false