| CONFIG |
| ├── data |
| │ └── _target_: src.data.kaldi_pretraining_dataset.build_kaldi_datamodule |
| │ train_split: train |
| │ dev_splits: |
| │ - dev_1k |
| │ - dev_gmuaccent |
| │ - dev_buckeye |
| │ - dev_epadb |
| │ - dev_speechoceanotth |
| │ - dev_l2arctic |
| │ dataset_config_path: configs/data/ipapack_index.yaml |
| │ vocab_file: src/model/xeusphoneme/resources/ipa_vocab.json |
| │ batch_size: 12 |
| │ num_workers: 6 |
| │ |
| ├── model |
| │ └── _target_: src.recipe.phone_recognition.model_module.PhoneRecognitionMode |
| │ optimizer: |
| │ _target_: torch.optim.Adam |
| │ _partial_: true |
| │ lr: 3.0e-05 |
| │ weight_decay: 0.0 |
| │ scheduler: |
| │ _target_: src.recipe.phone_recognition.model_module.get_w2v2ph_schedul |
| │ _partial_: true |
| │ num_training_steps: 40000 |
| │ encoder_unfreeze_step: 3000 |
| │ warmup_fraction: 0.05 |
| │ constant_fraction: 0.75 |
| │ net: |
| │ _target_: src.model.xeusphoneme.builders.build_xeus_pr_from_hf |
| │ work_dir: /mnt/home/chinjoul-andr-daf644/PhoneBench/exp/cache/xeus |
| │ hf_repo: espnet/xeus |
| │ force: false |
| │ config_file: null |
| │ checkpoint: null |
| │ vocab_file: src/model/xeusphoneme/resources/ipa_vocab.json |
| │ load_ckpt: true |
| │ interctc_weight: 0.3 |
| │ interctc_layer_idx: |
| │ - 4 |
| │ - 8 |
| │ - 12 |
| │ interctc_use_conditioning: true |
| │ ctc_weight: 1.0 |
| │ decoder_config: null |
| │ ctc_config: |
| │ ctc_type: builtin |
| │ dev_splits: |
| │ - dev_1k |
| │ - dev_gmuaccent |
| │ - dev_buckeye |
| │ - dev_epadb |
| │ - dev_speechoceanotth |
| │ - dev_l2arctic |
| │ |
| ├── callbacks |
| │ └── model_checkpoint: |
| │ _target_: lightning.pytorch.callbacks.ModelCheckpoint |
| │ dirpath: /mnt/home/chinjoul-andr-daf644/PhoneBench/exp/runs/ipaaccent_ |
| │ filename: checkpoint-{step} |
| │ monitor: null |
| │ verbose: false |
| │ save_last: true |
| │ save_top_k: -1 |
| │ mode: min |
| │ auto_insert_metric_name: false |
| │ save_weights_only: false |
| │ every_n_train_steps: 2000 |
| │ train_time_interval: null |
| │ every_n_epochs: null |
| │ save_on_train_epoch_end: null |
| │ learning_rate_monitor: |
| │ _target_: lightning.pytorch.callbacks.LearningRateMonitor |
| │ logging_interval: step |
| │ early_stopping: null |
| │ model_summary: |
| │ _target_: lightning.pytorch.callbacks.RichModelSummary |
| │ max_depth: 1 |
| │ rich_progress_bar: |
| │ _target_: lightning.pytorch.callbacks.RichProgressBar |
| │ |
| ├── logger |
| │ └── wandb: |
| │ _target_: lightning.pytorch.loggers.wandb.WandbLogger |
| │ save_dir: /mnt/home/chinjoul-andr-daf644/PhoneBench/exp/runs/ipaaccent |
| │ offline: false |
| │ id: null |
| │ anonymous: null |
| │ project: SSLPR |
| │ log_model: false |
| │ prefix: '' |
| │ group: ipaaccent_ctc |
| │ tags: |
| │ - ipapack_accent |
| │ - ctc |
| │ - phone_recognition |
| │ job_type: '' |
| │ name: xeus_multiaccent.selfctc_l4_8_12.bs256.lr3em5.sched_p05warm_p75c |
| │ |
| ├── trainer |
| │ └── _target_: lightning.pytorch.trainer.Trainer |
| │ default_root_dir: /mnt/home/chinjoul-andr-daf644/PhoneBench/exp/runs/ipa |
| │ min_epochs: 0 |
| │ max_epochs: -1 |
| │ accelerator: gpu |
| │ devices: auto |
| │ check_val_every_n_epoch: null |
| │ deterministic: false |
| │ num_nodes: 1 |
| │ strategy: ddp_find_unused_parameters_true |
| │ precision: bf16 |
| │ sync_batchnorm: true |
| │ max_steps: 40000 |
| │ gradient_clip_val: 1.0 |
| │ accumulate_grad_batches: 5 |
| │ val_check_interval: 2000 |
| │ log_every_n_steps: 200 |
| │ |
| ├── paths |
| │ └── root_dir: /mnt/home/chinjoul-andr-daf644/PhoneBench |
| │ exp_dir: /mnt/home/chinjoul-andr-daf644/PhoneBench/exp |
| │ download_dir: /mnt/home/chinjoul-andr-daf644/PhoneBench/exp/download |
| │ cache_dir: /mnt/home/chinjoul-andr-daf644/PhoneBench/exp/cache |
| │ output_dir: /mnt/home/chinjoul-andr-daf644/PhoneBench/exp/runs/ipaaccent |
| │ work_dir: /mnt/home/chinjoul-andr-daf644/PhoneBench |
| │ |
| ├── extras |
| │ └── ignore_warnings: false |
| │ enforce_tags: true |
| │ print_config: true |
| │ |
| ├── task_name |
| │ └── ipaaccent_ctc |
| ├── tags |
| │ └── ['ipapack_accent', 'ctc', 'phone_recognition'] |
| ├── train |
| │ └── True |
| ├── test |
| │ └── True |
| ├── predict |
| │ └── False |
| ├── pred_file |
| │ └── None |
| ├── run_folder |
| │ └── xeus_multiaccent.selfctc_l4_8_12.bs256.lr3em5.sched_p05warm_p75const_3ku |
| ├── ckpt_path |
| │ └── None |
| └── seed |
| └── 42 |
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