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2026-01-14 00:25:55 | INFO | espnet3 | === ESPnet3 run started: 2026-01-14T00:25:55.151411 ===
2026-01-14 00:25:55 | INFO | espnet3 | Command: /data/user_data/msomeki/espnet3/.venv/bin/python run.py --stage pack_model --publish_config conf/publish.yaml --train_config conf/train.yaml
2026-01-14 00:25:55 | INFO | espnet3 | Python: 3.11.13 (main, Aug 18 2025, 19:19:13) [Clang 20.1.4 ]
2026-01-14 00:25:55 | INFO | espnet3 | Working directory: /home/msomeki/00_systems/espnet3/egs3/mini_an4/asr
2026-01-14 00:25:55 | INFO | espnet3 | train config: /home/msomeki/00_systems/espnet3/egs3/mini_an4/asr/conf/train_asr_rnn_data_aug_debug.yaml
2026-01-14 00:25:55 | INFO | espnet3 | publish config: /home/msomeki/00_systems/espnet3/egs3/mini_an4/asr/conf/publish.yaml
2026-01-14 00:25:55 | INFO | espnet3 | Git: commit=8509faad9811b58d5024f29fb9d68ffb026b5e73, short_commit=8509faad9, branch=espnet3/recipe/asr_ls100, worktree=dirty
2026-01-14 00:25:55 | INFO | espnet3 | Cluster env:
OMPI_MCA_plm_slurm_args=--external-launcher
SLURM_CLUSTER_NAME=babel
SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
SLURM_CPUS_ON_NODE=1
SLURM_CPUS_PER_TASK=1
SLURM_CPU_BIND=quiet,mask_cpu:0x0000000000010000
SLURM_CPU_BIND_LIST=0x0000000000010000
SLURM_CPU_BIND_TYPE=mask_cpu:
SLURM_CPU_BIND_VERBOSE=quiet
SLURM_DISTRIBUTION=cyclic,pack
SLURM_GTIDS=0
SLURM_JOBID=6122041
SLURM_JOB_ACCOUNT=swatanab
SLURM_JOB_CPUS_PER_NODE=1
SLURM_JOB_END_TIME=1768401875
SLURM_JOB_GID=2709140
SLURM_JOB_GROUP=msomeki
SLURM_JOB_ID=6122041
SLURM_JOB_NAME=bash
SLURM_JOB_NODELIST=babel-o9-16
SLURM_JOB_NUM_NODES=1
SLURM_JOB_PARTITION=debug
SLURM_JOB_QOS=debug_qos
SLURM_JOB_START_TIME=1768358675
SLURM_JOB_UID=2709140
SLURM_JOB_USER=msomeki
SLURM_LAUNCH_NODE_IPADDR=172.16.1.2
SLURM_LOCALID=0
SLURM_MEM_PER_NODE=4096
SLURM_NNODES=1
SLURM_NODEID=0
SLURM_NODELIST=babel-o9-16
SLURM_NPROCS=1
SLURM_NTASKS=1
SLURM_NTASKS_PER_NODE=1
SLURM_PRIO_PROCESS=0
SLURM_PROCID=0
SLURM_PTY_PORT=40465
SLURM_PTY_WIN_COL=112
SLURM_PTY_WIN_ROW=61
SLURM_SCRIPT_CONTEXT=prolog_task
SLURM_SRUN_COMM_HOST=172.16.1.2
SLURM_SRUN_COMM_PORT=33789
SLURM_STEPID=0
SLURM_STEP_ID=0
SLURM_STEP_LAUNCHER_PORT=33789
SLURM_STEP_NODELIST=babel-o9-16
SLURM_STEP_NUM_NODES=1
SLURM_STEP_NUM_TASKS=1
SLURM_STEP_TASKS_PER_NODE=1
SLURM_SUBMIT_DIR=/home/msomeki/00_systems/espnet3
SLURM_SUBMIT_HOST=login1
SLURM_TASKS_PER_NODE=1
SLURM_TASK_PID=3334910
SLURM_TOPOLOGY_ADDR=babel-o9-16
SLURM_TOPOLOGY_ADDR_PATTERN=node
SLURM_TRES_PER_TASK=cpu=1
SLURM_UMASK=0027
2026-01-14 00:25:55 | INFO | espnet3 | Runtime env:
LD_LIBRARY_PATH=/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:/home/msomeki/00_systems/espnet3/tools/espeak-ng/lib:/home/msomeki/00_systems/espnet3/tools/lib:/home/msomeki/00_systems/espnet3/tools/lib64:
PATH=/home/msomeki/00_systems/espnet3/tools/ffmpeg-release:/home/msomeki/00_systems/espnet3/tools/festival/bin:/home/msomeki/00_systems/espnet3/tools/MBROLA/Bin:/home/msomeki/00_systems/espnet3/tools/espeak-ng/bin:/home/msomeki/00_systems/espnet3/tools/BeamformIt:/home/msomeki/00_systems/espnet3/tools/kenlm/build/bin:/home/msomeki/00_systems/espnet3/tools/PESQ/P862_annex_A_2005_CD/source:/home/msomeki/00_systems/espnet3/tools/nkf/nkf-2.1.4:/home/msomeki/00_systems/espnet3/tools/moses/scripts/tokenizer:/home/msomeki/00_systems/espnet3/tools/moses/scripts/generic:/home/msomeki/00_systems/espnet3/tools/tools/moses/scripts/recaser:/home/msomeki/00_systems/espnet3/tools/moses/scripts/training:/home/msomeki/00_systems/espnet3/tools/mwerSegmenter:/home/msomeki/00_systems/espnet3/tools/sctk/bin:/home/msomeki/00_systems/espnet3/tools/sph2pipe:/home/msomeki/00_systems/espnet3/tools/sentencepiece_commands:/data/user_data/msomeki/espnet3/.venv/bin:/home/msomeki/.pixi/bin:/home/msomeki/local/bin:/home/msomeki/utils:/usr/share/Modules/bin:/home/msomeki/00_systems/espnet3/tools/ffmpeg-release:/home/msomeki/00_systems/espnet3/tools/festival/bin:/home/msomeki/00_systems/espnet3/tools/MBROLA/Bin:/home/msomeki/00_systems/espnet3/tools/espeak-ng/bin:/home/msomeki/00_systems/espnet3/tools/BeamformIt:/home/msomeki/00_systems/espnet3/tools/kenlm/build/bin:/home/msomeki/00_systems/espnet3/tools/PESQ/P862_annex_A_2005_CD/source:/home/msomeki/00_systems/espnet3/tools/nkf/nkf-2.1.4:/home/msomeki/00_systems/espnet3/tools/moses/scripts/tokenizer:/home/msomeki/00_systems/espnet3/tools/moses/scripts/generic:/home/msomeki/00_systems/espnet3/tools/tools/moses/scripts/recaser:/home/msomeki/00_systems/espnet3/tools/moses/scripts/training:/home/msomeki/00_systems/espnet3/tools/mwerSegmenter:/home/msomeki/00_systems/espnet3/tools/sctk/bin:/home/msomeki/00_systems/espnet3/tools/sph2pipe:/home/msomeki/00_systems/espnet3/tools/sentencepiece_commands:/home/msomeki/00_systems/espnet3/tools/ffmpeg-release:/home/msomeki/00_systems/espnet3/tools/festival/bin:/home/msomeki/00_systems/espnet3/tools/MBROLA/Bin:/home/msomeki/00_systems/espnet3/tools/espeak-ng/bin:/home/msomeki/00_systems/espnet3/tools/BeamformIt:/home/msomeki/00_systems/espnet3/tools/kenlm/build/bin:/home/msomeki/00_systems/espnet3/tools/PESQ/P862_annex_A_2005_CD/source:/home/msomeki/00_systems/espnet3/tools/nkf/nkf-2.1.4:/home/msomeki/00_systems/espnet3/tools/moses/scripts/tokenizer:/home/msomeki/00_systems/espnet3/tools/moses/scripts/generic:/home/msomeki/00_systems/espnet3/tools/tools/moses/scripts/recaser:/home/msomeki/00_systems/espnet3/tools/moses/scripts/training:/home/msomeki/00_systems/espnet3/tools/mwerSegmenter:/home/msomeki/00_systems/espnet3/tools/sctk/bin:/home/msomeki/00_systems/espnet3/tools/sph2pipe:/home/msomeki/00_systems/espnet3/tools/sentencepiece_commands:/home/msomeki/.pixi/bin:/home/msomeki/local/bin:/home/msomeki/utils:/home/msomeki/.local/bin:/home/msomeki/bin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin
PYTHONPATH=/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:../../../:../../TEMPLATE/asr:/home/msomeki/00_systems/espnet3/egs3/mini_an4/asr:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:../../../:../../TEMPLATE/asr:/home/msomeki/00_systems/espnet3/egs3/mini_an4/asr:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:../../../:../../TEMPLATE/asr:/home/msomeki/00_systems/espnet3/egs3/mini_an4/asr:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:../../../:../../TEMPLATE/asr:/home/msomeki/00_systems/espnet3/egs3/mini_an4/asr:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:../../../:../../TEMPLATE/asr:/home/msomeki/00_systems/espnet3/egs3/mini_an4/asr:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:../../../:../../TEMPLATE/asr:/home/msomeki/00_systems/espnet3/egs3/mini_an4/asr:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:../../../:../../TEMPLATE/asr:/home/msomeki/00_systems/espnet3/egs3/mini_an4/asr:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3:/home/msomeki/00_systems/espnet3/tools/RawNet/python/RawNet3/models:
2026-01-14 00:25:55 | INFO | espnet3 | Train config content:
num_device: 1
num_nodes: 1
task: espnet3.systems.asr.task.ASRTask
recipe_dir: .
data_dir: ./data
exp_tag: train_asr_rnn_data_aug_debug
exp_dir: ./exp/train_asr_rnn_data_aug_debug
stats_dir: ./exp/stats
decode_dir: ./exp/train_asr_rnn_data_aug_debug/decode
dataset_dir: ./data/mini_an4
create_dataset:
func: src.create_dataset.create_dataset
dataset_dir: ./data/mini_an4
archive_path: ./../../egs2/mini_an4/asr1/downloads.tar.gz
dataset:
_target_: espnet3.components.data.data_organizer.DataOrganizer
train:
- name: train_nodev
dataset:
_target_: src.dataset.MiniAN4Dataset
manifest_path: ./data/mini_an4/manifest/train_nodev.tsv
valid:
- name: train_dev
dataset:
_target_: src.dataset.MiniAN4Dataset
manifest_path: ./data/mini_an4/manifest/train_dev.tsv
preprocessor:
_target_: espnet2.train.preprocessor.CommonPreprocessor
_convert_: all
fs: 16000
train: true
data_aug_effects:
- - 0.1
- contrast
- enhancement_amount: 75.0
- - 0.1
- highpass
- cutoff_freq: 5000
Q: 0.707
- - 0.1
- equalization
- center_freq: 1000
gain: 0
Q: 0.707
- - 0.1
- - - 0.3
- speed_perturb
- factor: 0.9
- - 0.3
- speed_perturb
- factor: 1.1
- - 0.3
- speed_perturb
- factor: 1.3
data_aug_num:
- 1
- 4
data_aug_prob: 1.0
token_type: bpe
token_list: ./data/bpe_30/tokens.txt
bpemodel: ./data/bpe_30/bpe.model
parallel:
env: local
n_workers: 1
dataloader:
collate_fn:
_target_: espnet2.train.collate_fn.CommonCollateFn
int_pad_value: -1
train:
multiple_iterator: false
num_shards: 1
iter_factory:
_target_: espnet2.iterators.sequence_iter_factory.SequenceIterFactory
shuffle: true
collate_fn:
_target_: espnet2.train.collate_fn.CommonCollateFn
int_pad_value: -1
num_workers: 0
batches:
type: sorted
shape_files:
- ./exp/stats/train/feats_shape
batch_size: 2
batch_bins: 200000
valid:
multiple_iterator: false
num_shards: 1
iter_factory:
_target_: espnet2.iterators.sequence_iter_factory.SequenceIterFactory
shuffle: false
collate_fn:
_target_: espnet2.train.collate_fn.CommonCollateFn
int_pad_value: -1
batches:
type: sorted
shape_files:
- ./exp/stats/valid/feats_shape
batch_size: 2
batch_bins: 200000
optim:
_target_: torch.optim.Adam
lr: 0.001
weight_decay: 0.0
scheduler:
_target_: torch.optim.lr_scheduler.ReduceLROnPlateau
mode: min
factor: 0.5
patience: 1
val_scheduler_criterion: valid/loss
best_model_criterion:
- - valid/acc
- 1
- max
trainer:
accelerator: auto
devices: 1
num_nodes: 1
accumulate_grad_batches: 1
check_val_every_n_epoch: 1
gradient_clip_val: 1.0
log_every_n_steps: 1
max_epochs: 1
limit_train_batches: 1
limit_val_batches: 1
precision: 32
logger:
- _target_: lightning.pytorch.loggers.TensorBoardLogger
save_dir: ./exp/train_asr_rnn_data_aug_debug/tensorboard
name: tb_logger
strategy: auto
tokenizer:
vocab_size: 30
character_coverage: 1.0
model_type: bpe
save_path: ./data/bpe_30
text_builder:
func: src.tokenizer.gather_training_text
manifest_path: ./data/mini_an4/manifest/train_nodev.tsv
model:
vocab_size: 30
token_list: ./data/bpe_30/tokens.txt
encoder: vgg_rnn
encoder_conf:
num_layers: 1
hidden_size: 2
output_size: 2
decoder: rnn
decoder_conf:
hidden_size: 2
normalize: utterance_mvn
normalize_conf: {}
model_conf:
ctc_weight: 0.3
lsm_weight: 0.1
length_normalized_loss: false
frontend: default
frontend_conf:
n_fft: 512
win_length: 400
hop_length: 160
2026-01-14 00:25:55 | INFO | espnet3 | Publish config content:
pack_model:
strategy: auto
out_dir: exp/model_pack
readme_template: egs3/TEMPLATE/asr/demo_templates/readme.md
include: []
extra: []
exclude:
- '**/*.log'
- '**/tensorboard/**'
- '**/wandb/**'
files:
asr_model_file: exp/train_asr_rnn_data_aug_debug/epoch0_step1_valid.acc.ckpt
yaml_files:
asr_train_config: exp/train_asr_rnn_data_aug_debug/config.yaml
espnet2:
task: asr
yaml_files: {}
files: {}
option: []
upload_model:
hf_repo: ms180/mini_an4_integration_test
2026-01-14 00:25:55 | INFO | espnet3 | === [START] stage: pack_model ===
2026-01-14 00:25:55 | INFO | espnet3.utils.publish | Packed model to exp/model_pack
2026-01-14 00:25:55 | INFO | espnet3 | === [DONE] stage: pack_model (0.04s) ===
|