游雁
commited on
Commit
•
ecb182f
1
Parent(s):
781a53d
upload model resource
Browse files- am.mvn +8 -0
- config.yaml +8624 -0
- model_quant.onnx +3 -0
am.mvn
ADDED
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<Nnet>
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<Splice> 560 560
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[ 0 ]
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<AddShift> 560 560
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+
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<Rescale> 560 560
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</Nnet>
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config.yaml
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|
1 |
+
config: examples/aishell_demo/paraformer_s2/conf/train_asr_paraformer_sanm_50e_16d_2048_512_lfr6.yaml
|
2 |
+
print_config: false
|
3 |
+
log_level: INFO
|
4 |
+
dry_run: false
|
5 |
+
iterator_type: sequence
|
6 |
+
output_dir: /nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local
|
7 |
+
ngpu: 1
|
8 |
+
seed: 0
|
9 |
+
num_workers: 16
|
10 |
+
num_att_plot: 3
|
11 |
+
dist_backend: nccl
|
12 |
+
dist_init_method: file:///nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local/ddp_init
|
13 |
+
dist_world_size: 1
|
14 |
+
dist_rank: 0
|
15 |
+
local_rank: 0
|
16 |
+
dist_master_addr: null
|
17 |
+
dist_master_port: null
|
18 |
+
dist_launcher: null
|
19 |
+
multiprocessing_distributed: true
|
20 |
+
unused_parameters: true
|
21 |
+
sharded_ddp: false
|
22 |
+
cudnn_enabled: true
|
23 |
+
cudnn_benchmark: false
|
24 |
+
cudnn_deterministic: true
|
25 |
+
collect_stats: false
|
26 |
+
write_collected_feats: false
|
27 |
+
max_epoch: 20
|
28 |
+
patience: null
|
29 |
+
val_scheduler_criterion:
|
30 |
+
- valid
|
31 |
+
- acc
|
32 |
+
early_stopping_criterion:
|
33 |
+
- valid
|
34 |
+
- loss
|
35 |
+
- min
|
36 |
+
best_model_criterion:
|
37 |
+
- - valid
|
38 |
+
- acc
|
39 |
+
- max
|
40 |
+
keep_nbest_models: 5
|
41 |
+
nbest_averaging_interval: 0
|
42 |
+
grad_clip: 5
|
43 |
+
grad_clip_type: 2.0
|
44 |
+
grad_noise: false
|
45 |
+
accum_grad: 1
|
46 |
+
no_forward_run: false
|
47 |
+
resume: true
|
48 |
+
train_dtype: float32
|
49 |
+
use_amp: false
|
50 |
+
log_interval: 50
|
51 |
+
use_matplotlib: true
|
52 |
+
use_tensorboard: true
|
53 |
+
use_wandb: false
|
54 |
+
wandb_project: null
|
55 |
+
wandb_id: null
|
56 |
+
wandb_entity: null
|
57 |
+
wandb_name: null
|
58 |
+
wandb_model_log_interval: -1
|
59 |
+
detect_anomaly: false
|
60 |
+
pretrain_path: null
|
61 |
+
init_param:
|
62 |
+
- /nfs/init_model/paraformer_9k_bigmodel.pth
|
63 |
+
ignore_init_mismatch: false
|
64 |
+
freeze_param: []
|
65 |
+
num_iters_per_epoch: null
|
66 |
+
batch_size: 20
|
67 |
+
valid_batch_size: null
|
68 |
+
batch_bins: 1000
|
69 |
+
valid_batch_bins: null
|
70 |
+
train_shape_file:
|
71 |
+
- /nfs/dataset/data/asr_stats_fbank_zh_char/train/speech_shape
|
72 |
+
- /nfs/dataset/data/asr_stats_fbank_zh_char/train/text_shape.char
|
73 |
+
valid_shape_file:
|
74 |
+
- /nfs/dataset/data/asr_stats_fbank_zh_char/dev/speech_shape
|
75 |
+
- /nfs/dataset/data/asr_stats_fbank_zh_char/dev/text_shape.char
|
76 |
+
batch_type: length
|
77 |
+
valid_batch_type: null
|
78 |
+
fold_length:
|
79 |
+
- 512
|
80 |
+
- 150
|
81 |
+
sort_in_batch: descending
|
82 |
+
sort_batch: descending
|
83 |
+
multiple_iterator: false
|
84 |
+
chunk_length: 500
|
85 |
+
chunk_shift_ratio: 0.5
|
86 |
+
num_cache_chunks: 1024
|
87 |
+
train_data_file: /nfs/dataset/data/dump/fbank/train/ark_txt.scp
|
88 |
+
valid_data_file: /nfs/dataset/data/dump/fbank/dev/ark_txt.scp
|
89 |
+
train_data_path_and_name_and_type:
|
90 |
+
- - /nfs/dataset/data/dump/fbank/train/feats.scp
|
91 |
+
- speech
|
92 |
+
- kaldi_ark
|
93 |
+
- - /nfs/dataset/data/dump/fbank/train/text
|
94 |
+
- text
|
95 |
+
- text
|
96 |
+
valid_data_path_and_name_and_type:
|
97 |
+
- - /nfs/dataset/data/dump/fbank/dev/feats.scp
|
98 |
+
- speech
|
99 |
+
- kaldi_ark
|
100 |
+
- - /nfs/dataset/data/dump/fbank/dev/text
|
101 |
+
- text
|
102 |
+
- text
|
103 |
+
allow_variable_data_keys: false
|
104 |
+
max_cache_size: 0.0
|
105 |
+
max_cache_fd: 32
|
106 |
+
valid_max_cache_size: null
|
107 |
+
optim: adam
|
108 |
+
optim_conf:
|
109 |
+
lr: 0.0005
|
110 |
+
scheduler: warmuplr
|
111 |
+
scheduler_conf:
|
112 |
+
warmup_steps: 30000
|
113 |
+
use_pai: false
|
114 |
+
num_worker_count: 1
|
115 |
+
access_key_id: null
|
116 |
+
access_key_secret: null
|
117 |
+
endpoint: null
|
118 |
+
bucket_name: null
|
119 |
+
oss_bucket: null
|
120 |
+
token_list:
|
121 |
+
- <blank>
|
122 |
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- <s>
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123 |
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1942 |
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1943 |
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1945 |
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6599 |
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6621 |
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6627 |
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6628 |
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6629 |
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6630 |
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6631 |
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6632 |
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6633 |
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6634 |
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6635 |
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6660 |
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6661 |
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6662 |
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6663 |
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6664 |
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6665 |
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6668 |
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6669 |
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6670 |
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6682 |
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6683 |
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6684 |
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6699 |
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6700 |
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6701 |
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6705 |
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6717 |
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6718 |
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6719 |
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6720 |
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6721 |
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6722 |
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6723 |
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6724 |
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6727 |
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6728 |
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6732 |
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6734 |
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7301 |
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7417 |
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7418 |
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7419 |
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7420 |
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7421 |
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7422 |
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7423 |
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7426 |
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7427 |
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7429 |
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7431 |
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7432 |
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7433 |
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7434 |
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7435 |
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7438 |
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7439 |
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7440 |
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7445 |
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7447 |
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7448 |
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7449 |
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7450 |
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7460 |
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7464 |
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7465 |
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7466 |
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7467 |
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7468 |
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7469 |
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7470 |
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7471 |
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7475 |
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7477 |
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7485 |
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7487 |
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7488 |
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7489 |
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7490 |
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7506 |
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7507 |
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7508 |
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7511 |
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7512 |
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7513 |
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7514 |
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7515 |
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7516 |
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7517 |
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7518 |
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7519 |
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7520 |
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7521 |
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7522 |
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7523 |
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7524 |
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7525 |
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7526 |
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7527 |
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7528 |
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7529 |
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7530 |
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7531 |
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7532 |
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7533 |
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7535 |
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7536 |
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7537 |
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7538 |
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7539 |
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7540 |
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7541 |
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7543 |
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7545 |
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7546 |
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7547 |
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7548 |
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7550 |
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7551 |
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7552 |
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7553 |
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7554 |
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7555 |
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7556 |
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7557 |
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7558 |
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7559 |
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7560 |
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7561 |
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7562 |
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7563 |
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7565 |
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7566 |
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7567 |
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7569 |
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7570 |
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7571 |
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7572 |
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7573 |
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7574 |
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7575 |
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7576 |
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7577 |
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7578 |
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7579 |
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7580 |
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7581 |
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7582 |
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7583 |
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7584 |
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7585 |
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7586 |
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7587 |
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7588 |
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7589 |
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7590 |
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7591 |
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7592 |
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7593 |
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7594 |
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7595 |
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7596 |
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7597 |
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7598 |
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7599 |
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7600 |
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7601 |
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7602 |
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7603 |
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7604 |
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7605 |
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7606 |
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7607 |
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7608 |
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7609 |
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7610 |
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7611 |
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7612 |
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7613 |
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7614 |
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7615 |
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7616 |
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7617 |
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7618 |
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7619 |
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7620 |
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7621 |
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7622 |
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7623 |
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7624 |
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7625 |
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7626 |
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7627 |
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7628 |
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7629 |
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7630 |
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7631 |
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7632 |
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7633 |
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7634 |
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7635 |
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7636 |
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7637 |
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7638 |
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7639 |
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7640 |
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7641 |
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7642 |
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7643 |
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7644 |
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7645 |
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7646 |
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7647 |
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7648 |
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7649 |
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7650 |
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7651 |
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7652 |
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7653 |
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7654 |
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7655 |
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7656 |
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7657 |
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7658 |
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7659 |
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7660 |
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7661 |
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7662 |
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7663 |
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7664 |
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7665 |
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7667 |
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7668 |
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7669 |
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7670 |
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7671 |
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7672 |
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7673 |
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7675 |
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7676 |
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7677 |
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7678 |
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7679 |
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7680 |
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7681 |
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7682 |
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7683 |
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7684 |
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7685 |
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7686 |
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7687 |
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7688 |
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7689 |
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7690 |
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7691 |
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7692 |
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7693 |
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7694 |
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7695 |
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8524 |
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|
8525 |
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|
8526 |
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8527 |
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8528 |
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|
8529 |
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8531 |
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8535 |
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bpemodel: null
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8547 |
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8548 |
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fs: 16000
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8549 |
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|
8555 |
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specaug: specaug_lfr
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8556 |
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specaug_conf:
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8557 |
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apply_time_warp: false
|
8558 |
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time_warp_window: 5
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normalize: null
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normalize_conf: {}
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8573 |
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model: paraformer
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8574 |
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model_conf:
|
8575 |
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ctc_weight: 0.0
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lsm_weight: 0.1
|
8577 |
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length_normalized_loss: true
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8578 |
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8579 |
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predictor_bias: 1
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8580 |
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sampling_ratio: 0.75
|
8581 |
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preencoder: null
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8582 |
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preencoder_conf: {}
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encoder: sanm
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encoder_conf:
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8585 |
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output_size: 512
|
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attention_heads: 4
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8587 |
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linear_units: 2048
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num_blocks: 50
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dropout_rate: 0.1
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8590 |
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8591 |
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attention_dropout_rate: 0.1
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8592 |
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input_layer: pe
|
8593 |
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pos_enc_class: SinusoidalPositionEncoder
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8594 |
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normalize_before: true
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8595 |
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kernel_size: 11
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sanm_shfit: 0
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selfattention_layer_type: sanm
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8598 |
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postencoder: null
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8599 |
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postencoder_conf: {}
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8600 |
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decoder: paraformer_decoder_sanm
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8601 |
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decoder_conf:
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attention_heads: 4
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linear_units: 2048
|
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num_blocks: 16
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dropout_rate: 0.1
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positional_dropout_rate: 0.1
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self_attention_dropout_rate: 0.1
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src_attention_dropout_rate: 0.1
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att_layer_num: 16
|
8610 |
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kernel_size: 11
|
8611 |
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sanm_shfit: 0
|
8612 |
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predictor: cif_predictor_v2
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8613 |
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predictor_conf:
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8614 |
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idim: 512
|
8615 |
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threshold: 1.0
|
8616 |
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l_order: 1
|
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r_order: 1
|
8618 |
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tail_threshold: 0.45
|
8619 |
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gpu_id: 1
|
8620 |
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required:
|
8621 |
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- output_dir
|
8622 |
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- token_list
|
8623 |
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distributed: false
|
8624 |
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version: '202211'
|
model_quant.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:0418089a74ae93556db7802cacc7ea42d9ca55902cf90dfc2c3374bc248c7414
|
3 |
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size 237653364
|