Upload folder using huggingface_hub
Browse files- checkpoints/best.pt +3 -0
- checkpoints/best_checkpoints.json +27 -0
- checkpoints/last.pt +3 -0
- checkpoints/step=15000-val_der=0.208000.pt +3 -0
- checkpoints/step=21000-val_der=0.209640.pt +3 -0
- checkpoints/step=24000-val_der=0.209145.pt +3 -0
- checkpoints/step=3000-val_der=0.209867.pt +3 -0
- checkpoints/step=6000-val_der=0.200265.pt +3 -0
- config.yaml +170 -0
- metrics.jsonl +272 -0
- tensorboard/events.out.tfevents.1777125301.31a40c0a72dc.8515.0 +3 -0
checkpoints/best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d3b166e8b69a4a47a0d85ff1d63eb212a755e64e478c773dd4d053b160fc4774
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size 1510675189
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checkpoints/best_checkpoints.json
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[
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{
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"path": "step=6000-val_der=0.200265.pt",
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"step": 6000,
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"metric": 0.20026522392376225
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{
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"path": "step=15000-val_der=0.208000.pt",
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"step": 15000,
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"metric": 0.20800045144497664
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},
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{
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"path": "step=24000-val_der=0.209145.pt",
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"step": 24000,
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"metric": 0.20914458230758926
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},
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{
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"path": "step=21000-val_der=0.209640.pt",
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"step": 21000,
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"metric": 0.2096397610163155
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"path": "step=3000-val_der=0.209867.pt",
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"step": 3000,
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"metric": 0.2098668942701757
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}
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]
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checkpoints/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:bf39ae1825d71182edb2f5f4e31f410eff49fc6c67207eb4ae1227cc76acd7c5
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size 1510675189
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checkpoints/step=15000-val_der=0.208000.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c0169995dab5d44eea259410b875053e1e63268e344ae032f81de44d65c4d095
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size 1510839339
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checkpoints/step=21000-val_der=0.209640.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:87cce33cff87b431ad724ae00fb72191381f9f1016f94863e8b45053d34f0b5c
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size 1510839339
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checkpoints/step=24000-val_der=0.209145.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1aed4376b3dde6e8b7f2035a497544464c00a9906443b858d9d43523c579eb47
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size 1510839339
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checkpoints/step=3000-val_der=0.209867.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7450d216fb7e04af4dab9741bff409b3255d5b13479585fdf2c65c7b7a7a2806
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size 1510837041
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checkpoints/step=6000-val_der=0.200265.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b758dc870ef8d0ae07e650eb0178c0b8b7fc0e8d3ad0758ef37526895cc7451e
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size 1510837041
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config.yaml
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| 1 |
+
name: peav_conformer_conv_sortformer_train
|
| 2 |
+
seed: 42
|
| 3 |
+
num_workers: 1
|
| 4 |
+
batch_size: 24
|
| 5 |
+
model:
|
| 6 |
+
audio_encoder: peav_conformer_conv
|
| 7 |
+
sample_rate: 48000
|
| 8 |
+
num_speakers: 4
|
| 9 |
+
max_num_of_spks: 4
|
| 10 |
+
feat_per_sec: 25.0
|
| 11 |
+
pil_weight: 0.5
|
| 12 |
+
ats_weight: 0.5
|
| 13 |
+
peav_checkpoint: pe-av-small-16-frame
|
| 14 |
+
peav_pretrained: true
|
| 15 |
+
peav_freeze_layers: 0
|
| 16 |
+
peav_att_context_size:
|
| 17 |
+
- -1
|
| 18 |
+
- -1
|
| 19 |
+
freeze_dac_vae: true
|
| 20 |
+
peav_conformer_conv_kernel_size: 31
|
| 21 |
+
peav_conformer_conv_dropout_p: 0.1
|
| 22 |
+
use_ecapa_preprocessor: false
|
| 23 |
+
ecapa_checkpoint_path: /workspace/pretrained_models/wespeaker-ecapa-tdnn512-LM/avg_model.pt
|
| 24 |
+
ecapa_sample_rate: 16000
|
| 25 |
+
ecapa_channels: 512
|
| 26 |
+
ecapa_subsample_factor: 4
|
| 27 |
+
ecapa_fusion_position: beginner
|
| 28 |
+
rttm_unit_10ms_frame_count: 4
|
| 29 |
+
der_collar: 0.25
|
| 30 |
+
der_ignore_overlap: true
|
| 31 |
+
model_defaults:
|
| 32 |
+
fc_d_model: 768
|
| 33 |
+
tf_d_model: 192
|
| 34 |
+
train_ds:
|
| 35 |
+
manifest_filepath: null
|
| 36 |
+
sample_rate: 48000
|
| 37 |
+
num_speakers: 4
|
| 38 |
+
num_spks: 4
|
| 39 |
+
feat_per_sec: 25.0
|
| 40 |
+
session_len_sec: 45
|
| 41 |
+
shift_sec: 8
|
| 42 |
+
soft_label_thres: 0.5
|
| 43 |
+
soft_targets: false
|
| 44 |
+
labels: null
|
| 45 |
+
batch_size: 24
|
| 46 |
+
shuffle: true
|
| 47 |
+
num_workers: 1
|
| 48 |
+
validation_mode: false
|
| 49 |
+
precompute_dac_vae: true
|
| 50 |
+
use_hf_streaming: true
|
| 51 |
+
hf_datasets:
|
| 52 |
+
- path: humanify/real_dia_dataset
|
| 53 |
+
configs:
|
| 54 |
+
- si_2
|
| 55 |
+
- si_3
|
| 56 |
+
- si_4
|
| 57 |
+
- si_5
|
| 58 |
+
- path: tsw0411/si_next
|
| 59 |
+
configs:
|
| 60 |
+
- si_1
|
| 61 |
+
- si_6
|
| 62 |
+
- si_7
|
| 63 |
+
- si_8
|
| 64 |
+
- si_9
|
| 65 |
+
- si_10
|
| 66 |
+
- si_11
|
| 67 |
+
- si_12
|
| 68 |
+
- si_13
|
| 69 |
+
hf_split: train
|
| 70 |
+
shuffle_seed: 42
|
| 71 |
+
shuffle_buffer_size: 4
|
| 72 |
+
prefetch_rows: 8
|
| 73 |
+
pin_memory: true
|
| 74 |
+
drop_last: false
|
| 75 |
+
prefetch_factor: 8
|
| 76 |
+
persistent_workers: true
|
| 77 |
+
window_stride: 0.04
|
| 78 |
+
subsampling_factor: 1
|
| 79 |
+
validation_ds:
|
| 80 |
+
manifest_filepath: null
|
| 81 |
+
sample_rate: 48000
|
| 82 |
+
num_speakers: 4
|
| 83 |
+
num_spks: 4
|
| 84 |
+
feat_per_sec: 25.0
|
| 85 |
+
session_len_sec: 45
|
| 86 |
+
shift_sec: 45
|
| 87 |
+
soft_label_thres: 0.5
|
| 88 |
+
soft_targets: false
|
| 89 |
+
labels: null
|
| 90 |
+
batch_size: 24
|
| 91 |
+
shuffle: false
|
| 92 |
+
num_workers: 1
|
| 93 |
+
validation_mode: true
|
| 94 |
+
eval_window_stride_sec: 45
|
| 95 |
+
use_hf_streaming: true
|
| 96 |
+
hf_dataset_path: humanify/real_dia_dataset
|
| 97 |
+
hf_configs:
|
| 98 |
+
- alm_benchmark
|
| 99 |
+
hf_split: train
|
| 100 |
+
shuffle_seed: 42
|
| 101 |
+
shuffle_buffer_size: 100
|
| 102 |
+
prefetch_rows: 4
|
| 103 |
+
pin_memory: true
|
| 104 |
+
drop_last: false
|
| 105 |
+
prefetch_factor: 4
|
| 106 |
+
persistent_workers: true
|
| 107 |
+
window_stride: 0.04
|
| 108 |
+
subsampling_factor: 1
|
| 109 |
+
sortformer_modules:
|
| 110 |
+
num_spks: 4
|
| 111 |
+
dropout_rate: 0.1
|
| 112 |
+
fc_d_model: 768
|
| 113 |
+
tf_d_model: 192
|
| 114 |
+
subsampling_factor: 1
|
| 115 |
+
encoder:
|
| 116 |
+
d_model: 768
|
| 117 |
+
subsampling_factor: 1
|
| 118 |
+
att_context_size:
|
| 119 |
+
- -1
|
| 120 |
+
- -1
|
| 121 |
+
transformer_encoder:
|
| 122 |
+
num_layers: 18
|
| 123 |
+
hidden_size: 192
|
| 124 |
+
inner_size: 768
|
| 125 |
+
num_attention_heads: 8
|
| 126 |
+
attn_score_dropout: 0.5
|
| 127 |
+
attn_layer_dropout: 0.5
|
| 128 |
+
ffn_dropout: 0.5
|
| 129 |
+
hidden_act: relu
|
| 130 |
+
pre_ln: false
|
| 131 |
+
pre_ln_final_layer_norm: true
|
| 132 |
+
loss:
|
| 133 |
+
reduction: mean
|
| 134 |
+
weight: null
|
| 135 |
+
lr: 2.0e-05
|
| 136 |
+
optim:
|
| 137 |
+
name: adamw
|
| 138 |
+
lr: 2.0e-05
|
| 139 |
+
betas:
|
| 140 |
+
- 0.9
|
| 141 |
+
- 0.98
|
| 142 |
+
weight_decay: 0.001
|
| 143 |
+
sched:
|
| 144 |
+
name: InverseSquareRootAnnealing
|
| 145 |
+
warmup_steps: 2500
|
| 146 |
+
min_lr: 1.0e-06
|
| 147 |
+
trainer:
|
| 148 |
+
precision: bf16-mixed
|
| 149 |
+
gradient_accumulation_steps: 1
|
| 150 |
+
max_steps: 30000
|
| 151 |
+
log_every_n_steps: 100
|
| 152 |
+
ddp_find_unused_parameters: false
|
| 153 |
+
ddp_gradient_as_bucket_view: true
|
| 154 |
+
ddp_static_graph: true
|
| 155 |
+
val_check_interval: 3000
|
| 156 |
+
max_grad_norm: 1.0
|
| 157 |
+
num_sanity_val_steps: 0
|
| 158 |
+
limit_val_batches: null
|
| 159 |
+
exp_manager:
|
| 160 |
+
exp_dir: ./outputs
|
| 161 |
+
name: peav_conformer_conv_sortformer_train
|
| 162 |
+
resume_if_exists: true
|
| 163 |
+
resume_from_checkpoint: null
|
| 164 |
+
save_last: true
|
| 165 |
+
create_checkpoint_callback: true
|
| 166 |
+
checkpoint_callback_params:
|
| 167 |
+
monitor: val_der
|
| 168 |
+
mode: min
|
| 169 |
+
save_top_k: 5
|
| 170 |
+
every_n_train_steps: 3000
|
metrics.jsonl
ADDED
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@@ -0,0 +1,272 @@
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| 1 |
+
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| 2 |
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| 8 |
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| 13 |
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| 18 |
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| 21 |
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| 22 |
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tensorboard/events.out.tfevents.1777125301.31a40c0a72dc.8515.0
ADDED
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