init

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+exp/kmeans_iter2_hubert_train_60k_portion0.1/km_500.mdl filter=lfs diff=lfs merge=lfs -text

exp/kmeans_iter2_hubert_train_60k_portion0.1/km_500.mdl

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+size 1538858

exp_li/hubert_iter2_train_ssl_torchaudiohubert_large_960h_pretrain_it2_cont_raw_layer_9/5epoch.pth

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exp_li/hubert_iter2_train_ssl_torchaudiohubert_large_960h_pretrain_it2_cont_raw_layer_9/config.yaml

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+config: conf/tuning/train_ssl_torchaudiohubert_large_960h_pretrain_it2_cont.yaml
+print_config: false
+log_level: INFO
+dry_run: false
+iterator_type: sequence
+output_dir: exp_li/hubert_iter2_train_ssl_torchaudiohubert_large_960h_pretrain_it2_cont_raw_layer_9
+ngpu: 1
+seed: 0
+num_workers: 4
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: file:///scratch/bbjs/chen26/espnet_01_23/egs2/librispeech/ssl1/exp_li/hubert_iter2_train_ssl_torchaudiohubert_large_960h_pretrain_it2_cont_raw_layer_9/.dist_init_108cd26e-f481-47f8-9379-d40ef1cae7ad
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+dist_master_port: null
+dist_launcher: slurm
+multiprocessing_distributed: true
+unused_parameters: true
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 59
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - loss
+    - min
+keep_nbest_models: 10
+nbest_averaging_interval: 0
+grad_clip: 5.0
+grad_clip_type: 2.0
+grad_noise: false
+accum_grad: 4
+no_forward_run: false
+resume: true
+train_dtype: float32
+use_amp: true
+drop_last: true
+debug_grad: false
+log_interval: null
+use_matplotlib: true
+use_tensorboard: true
+create_graph_in_tensorboard: false
+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:
+- /scratch/bbjs/chen26/espnet_01_23/egs2/librispeech/ssl1/exp/hubert_iter2_train_ssl_torchaudiohubert_large_960h_pretrain_it2_raw_layer_9/valid.loss.ave.pth
+ignore_init_mismatch: false
+freeze_param: []
+num_iters_per_epoch: 20000
+batch_size: 20
+valid_batch_size: null
+batch_bins: 100000
+valid_batch_bins: null
+train_shape_file:
+- exp_li/hubert_iter2_stats_raw/splits16/speech_shape
+- exp_li/hubert_iter2_stats_raw/splits16/text_shape.word
+valid_shape_file:
+- exp_li/hubert_iter2_stats_raw/valid/speech_shape
+- exp_li/hubert_iter2_stats_raw/valid/text_shape.word
+batch_type: numel
+valid_batch_type: null
+fold_length:
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+- 400
+sort_in_batch: descending
+sort_batch: descending
+multiple_iterator: true
+chunk_length: 500
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+train_data_path_and_name_and_type:
+-   - exp_li/hubert_iter2_stats_raw/splits16/wav.scp
+    - speech
+    - kaldi_ark
+-   - exp_li/hubert_iter2_stats_raw/splits16/text.km.kmeans_iter2_hubert_train_li110_lid_portion0.1
+    - text
+    - text
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev_all_li/wav.scp
+    - speech
+    - kaldi_ark
+-   - dump/raw/dev_all_li/text.km.kmeans_iter2_hubert_train_li110_lid_portion0.1
+    - 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: 0.00035
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+- <sos/eos>
+init: null
+collate_fn_conf:
+    label_downsampling: 1
+    pad: false
+    rand_crop: true
+input_size: 1
+num_classes: 500
+use_preprocessor: true
+use_mixing: true
+cs_aug: false
+mixing_splits: 16
+token_type: word
+bpemodel: null
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+rir_apply_prob: 1.0
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+frontend_conf: {}
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+specaug_conf: {}
+normalize: null
+normalize_conf: {}
+preencoder: null
+preencoder_conf: {}
+encoder: torchaudio_hubert
+encoder_conf:
+    encoder_projection_dropout: 0.0
+    encoder_attention_dropout: 0.0
+    encoder_ff_interm_dropout: 0.0
+    encoder_dropout: 0.0
+    encoder_layer_drop: 0.0
+    extractor_mode: layer_norm
+    encoder_embed_dim: 1024
+    encoder_num_layers: 24
+    encoder_num_heads: 16
+    encoder_ff_interm_features: 4096
+    encoder_layer_norm_first: true
+    final_dim: 768
+    feature_grad_mult: null
+model: torchaudio
+model_conf: {}
+required:
+- output_dir
+- token_list
+version: '202211'
+distributed: true

meta.yaml

@@ -0,0 +1,8 @@
+espnet: '202211'
+files:
+  model_file: exp_li/hubert_iter2_train_ssl_torchaudiohubert_large_960h_pretrain_it2_cont_raw_layer_9/5epoch.pth
+python: "3.8.16 (default, Jan 17 2023, 23:13:24) \n[GCC 11.2.0]"
+timestamp: 1696275538.892072
+torch: 2.0.1+cu117
+yaml_files:
+  train_config: exp_li/hubert_iter2_train_ssl_torchaudiohubert_large_960h_pretrain_it2_cont_raw_layer_9/config.yaml