2026-01-14 00:36:01 | INFO | espnet3 | === ESPnet3 run started: 2026-01-14T00:36:01.044208 === 2026-01-14 00:36:01 | 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 00:36:01 | INFO | espnet3 | Python: 3.11.13 (main, Aug 18 2025, 19:19:13) [Clang 20.1.4 ] 2026-01-14 00:36:01 | INFO | espnet3 | Working directory: /home/msomeki/00_systems/espnet3/egs3/mini_an4/asr 2026-01-14 00:36:01 | INFO | espnet3 | train config: /home/msomeki/00_systems/espnet3/egs3/mini_an4/asr/conf/train_asr_rnn_data_aug_debug.yaml 2026-01-14 00:36:01 | INFO | espnet3 | publish config: /home/msomeki/00_systems/espnet3/egs3/mini_an4/asr/conf/publish.yaml 2026-01-14 00:36:01 | INFO | espnet3 | Git: commit=8509faad9811b58d5024f29fb9d68ffb026b5e73, short_commit=8509faad9, branch=espnet3/recipe/asr_ls100, worktree=dirty 2026-01-14 00:36:01 | 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 00:36:01 | 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 00:36:01 | 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 00:36:01 | 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 00:36:01 | INFO | espnet3 | === [START] stage: pack_model ===