From f89ec5d5c903ca956e28da8224102befaaf72fb8 Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期五, 24 三月 2023 13:11:29 +0800
Subject: [PATCH] readme
---
funasr/runtime/python/libtorch/README.md | 30 +++++++++++-------------------
1 files changed, 11 insertions(+), 19 deletions(-)
diff --git a/funasr/runtime/python/libtorch/README.md b/funasr/runtime/python/libtorch/README.md
index b3d3111..d199fbe 100644
--- a/funasr/runtime/python/libtorch/README.md
+++ b/funasr/runtime/python/libtorch/README.md
@@ -1,4 +1,4 @@
-## Using paraformer with libtorch
+## Using funasr with libtorch
### Introduction
@@ -8,30 +8,21 @@
1. Export the model.
- Command: (`Tips`: torch >= 1.11.0 is required.)
- ```shell
- python -m funasr.export.export_model [model_name] [export_dir] [true]
- ```
- `model_name`: the model is to export.
-
- `export_dir`: the dir where the onnx is export.
-
More details ref to ([export docs](https://github.com/alibaba-damo-academy/FunASR/tree/main/funasr/export))
- `e.g.`, Export model from modelscope
```shell
- python -m funasr.export.export_model 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" false
+ python -m funasr.export.export_model --model-name damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch --export-dir ./export --type torch --quantize False
```
- `e.g.`, Export model from local path, the model'name must be `model.pb`.
```shell
- python -m funasr.export.export_model '/mnt/workspace/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" false
+ python -m funasr.export.export_model --model-name ./damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch --export-dir ./export --type torch --quantize False
```
-2. Install the `torch_paraformer`.
+2. Install the `funasr_torch`.
```shell
- git clone https://github.com/alibaba/FunASR.git && cd FunASR
- cd funasr/runtime/python/libtorch
- python setup.py install
+ pip install funasr_torch -i https://pypi.Python.org/simple
```
@@ -41,7 +32,7 @@
- Output: `List[str]`: recognition result.
- Example:
```python
- from torch_paraformer import Paraformer
+ from funasr_torch import Paraformer
model_dir = "/nfs/zhifu.gzf/export/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch"
model = Paraformer(model_dir, batch_size=1)
@@ -58,9 +49,10 @@
Test [wav, 5.53s, 100 times avg.](https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav)
-| Backend | RTF |
-|:-------:|:-----------------:|
-| Pytorch | 0.110 |
-| Onnx | 0.038 |
+| Backend | RTF (FP32) |
+|:--------:|:----------:|
+| Pytorch | 0.110 |
+| Libtorch | 0.048 |
+| Onnx | 0.038 |
## Acknowledge
--
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