From 28ccfbfc51068a663a80764e14074df5edf2b5ba Mon Sep 17 00:00:00 2001
From: kongdeqiang <kongdeqiang960204@163.com>
Date: 星期五, 13 三月 2026 17:41:41 +0800
Subject: [PATCH] 提交
---
examples/industrial_data_pretraining/paraformer_streaming/README_zh.md | 28 ++++++++++++++++------------
1 files changed, 16 insertions(+), 12 deletions(-)
diff --git a/examples/industrial_data_pretraining/paraformer_streaming/README_zh.md b/examples/industrial_data_pretraining/paraformer_streaming/README_zh.md
index 9742282..b016f9e 100644
--- a/examples/industrial_data_pretraining/paraformer_streaming/README_zh.md
+++ b/examples/industrial_data_pretraining/paraformer_streaming/README_zh.md
@@ -131,7 +131,7 @@
model = AutoModel(model="fsmn-vad")
-wav_file = f"{model.model_path}/example/asr_example.wav"
+wav_file = f"{model.model_path}/example/vad_example.wav"
res = model.generate(input=wav_file)
print(res)
```
@@ -225,7 +225,7 @@
++train_conf.validate_interval=2000 \
++train_conf.save_checkpoint_interval=2000 \
++train_conf.keep_nbest_models=20 \
-++train_conf.avg_nbest_model=5 \
+++train_conf.avg_nbest_model=10 \
++optim_conf.lr=0.0002 \
++output_dir="${output_dir}" &> ${log_file}
```
@@ -235,13 +235,17 @@
- `valid_data_set_list`锛坰tr锛夛細楠岃瘉鏁版嵁璺緞锛岄粯璁や负jsonl鏍煎紡锛屽叿浣撳弬鑰冿紙[渚嬪瓙](https://github.com/alibaba-damo-academy/FunASR/blob/main/data/list)锛夈��
- `dataset_conf.batch_type`锛坰tr锛夛細`example`锛堥粯璁わ級锛宐atch鐨勭被鍨嬨�俙example`琛ㄧず鎸夌収鍥哄畾鏁扮洰batch_size涓牱鏈粍batch锛沗length` or `token` 琛ㄧず鍔ㄦ�佺粍batch锛宐atch鎬婚暱搴︽垨鑰卼oken鏁颁负batch_size銆�
- `dataset_conf.batch_size`锛坕nt锛夛細涓� `batch_type` 鎼厤浣跨敤锛屽綋 `batch_type=example` 鏃讹紝琛ㄧず鏍锋湰涓暟锛涘綋 `batch_type=length` 鏃讹紝琛ㄧず鏍锋湰涓暱搴︼紝鍗曚綅涓篺bank甯ф暟锛�1甯�10ms锛夋垨鑰呮枃瀛梩oken涓暟銆�
-- `train_conf.max_epoch`锛坕nt锛夛細璁粌鎬籩poch鏁般��
-- `train_conf.log_interval`锛坕nt锛夛細鎵撳嵃鏃ュ織闂撮殧step鏁般��
-- `train_conf.resume`锛坕nt锛夛細鏄惁寮�鍚柇鐐归噸璁��
-- `train_conf.validate_interval`锛坕nt锛夛細璁粌涓仛楠岃瘉娴嬭瘯鐨勯棿闅攕tep鏁般��
-- `train_conf.save_checkpoint_interval`锛坕nt锛夛細璁粌涓ā鍨嬩繚瀛橀棿闅攕tep鏁般��
-- `train_conf.keep_nbest_models`锛坕nt锛夛細淇濈暀鏈�澶у灏戜釜妯″瀷鍙傛暟锛屾寜鐓ч獙璇侀泦acc鎺掑簭锛屼粠楂樺埌搴曚繚鐣欍��
-- `train_conf.avg_nbest_model`锛坕nt锛夛細瀵筧cc鏈�楂樼殑n涓ā鍨嬪彇骞冲潎銆�
+- `train_conf.max_epoch`锛坕nt锛夛細`100`锛堥粯璁わ級锛岃缁冩�籩poch鏁般��
+- `train_conf.log_interval`锛坕nt锛夛細`50`锛堥粯璁わ級锛屾墦鍗版棩蹇楅棿闅攕tep鏁般��
+- `train_conf.resume`锛坕nt锛夛細`True`锛堥粯璁わ級锛屾槸鍚﹀紑鍚柇鐐归噸璁��
+- `train_conf.validate_interval`锛坕nt锛夛細`5000`锛堥粯璁わ級锛岃缁冧腑鍋氶獙璇佹祴璇曠殑闂撮殧step鏁般��
+- `train_conf.save_checkpoint_interval`锛坕nt锛夛細`5000`锛堥粯璁わ級锛岃缁冧腑妯″瀷淇濆瓨闂撮殧step鏁般��
+- `train_conf.avg_keep_nbest_models_type`锛坰tr锛夛細`acc`锛堥粯璁わ級锛屼繚鐣檔best鐨勬爣鍑嗕负acc锛堣秺澶ц秺濂斤級銆俙loss`琛ㄧず锛屼繚鐣檔best鐨勬爣鍑嗕负loss锛堣秺灏忚秺濂斤級銆�
+- `train_conf.keep_nbest_models`锛坕nt锛夛細`500`锛堥粯璁わ級锛屼繚鐣欐渶澶у灏戜釜妯″瀷鍙傛暟锛岄厤鍚� `avg_keep_nbest_models_type` 鎸夌収楠岃瘉闆� acc/loss 淇濈暀鏈�浣崇殑n涓ā鍨嬶紝鍏朵粬鍒犻櫎锛岃妭绾﹀瓨鍌ㄧ┖闂淬��
+- `train_conf.avg_nbest_model`锛坕nt锛夛細`10`锛堥粯璁わ級锛屼繚鐣欐渶澶у灏戜釜妯″瀷鍙傛暟锛岄厤鍚� `avg_keep_nbest_models_type` 鎸夌収楠岃瘉闆� acc/loss 瀵规渶浣崇殑n涓ā鍨嬪钩鍧囥��
+- `train_conf.accum_grad`锛坕nt锛夛細`1`锛堥粯璁わ級锛屾搴︾疮绉姛鑳姐��
+- `train_conf.grad_clip`锛坒loat锛夛細`10.0`锛堥粯璁わ級锛屾搴︽埅鏂姛鑳姐��
+- `train_conf.use_fp16`锛坆ool锛夛細`False`锛堥粯璁わ級锛屽紑鍚痜p16璁粌锛屽姞蹇缁冮�熷害銆�
- `optim_conf.lr`锛坒loat锛夛細瀛︿範鐜囥��
- `output_dir`锛坰tr锛夛細妯″瀷淇濆瓨璺緞銆�
- `**kwargs`(dict): 鎵�鏈夊湪`config.yaml`涓弬鏁帮紝鍧囧彲浠ョ洿鎺ュ湪姝ゅ鎸囧畾锛屼緥濡傦紝杩囨护20s浠ヤ笂闀块煶棰戯細`dataset_conf.max_token_length=2000`锛屽崟浣嶄负闊抽fbank甯ф暟锛�1甯�10ms锛夋垨鑰呮枃瀛梩oken涓暟銆�
@@ -264,7 +268,7 @@
export CUDA_VISIBLE_DEVICES="0,1"
gpu_num=$(echo $CUDA_VISIBLE_DEVICES | awk -F "," '{print NF}')
-torchrun --nnodes 2 --node_rank 0 --nproc_per_node ${gpu_num} --master_addr=192.168.1.1 --master_port=12345 \
+torchrun --nnodes 2 --node_rank 0 --nproc_per_node ${gpu_num} --master_addr 192.168.1.1 --master_port 12345 \
../../../funasr/bin/train.py ${train_args}
```
鍦ㄤ粠鑺傜偣涓婏紙鍋囪IP涓�192.168.1.2锛夛紝浣犻渶瑕佺‘淇滿ASTER_ADDR鍜孧ASTER_PORT鐜鍙橀噺涓庝富鑺傜偣璁剧疆鐨勪竴鑷达紝骞惰繍琛屽悓鏍风殑鍛戒护锛�
@@ -272,7 +276,7 @@
export CUDA_VISIBLE_DEVICES="0,1"
gpu_num=$(echo $CUDA_VISIBLE_DEVICES | awk -F "," '{print NF}')
-torchrun --nnodes 2 --node_rank 1 --nproc_per_node ${gpu_num} --master_addr=192.168.1.1 --master_port=12345 \
+torchrun --nnodes 2 --node_rank 1 --nproc_per_node ${gpu_num} --master_addr 192.168.1.1 --master_port 12345 \
../../../funasr/bin/train.py ${train_args}
```
@@ -429,4 +433,4 @@
print(result)
```
-鏇村渚嬪瓙璇峰弬鑰� [鏍蜂緥](runtime/python/onnxruntime)
\ No newline at end of file
+鏇村渚嬪瓙璇峰弬鑰� [鏍蜂緥](https://github.com/alibaba-damo-academy/FunASR/tree/main/runtime/python/onnxruntime)
\ No newline at end of file
--
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