From 525f5d77564f016acdd03ff71197f7a4a9177840 Mon Sep 17 00:00:00 2001
From: wanchen.swc <wanchen.swc@alibaba-inc.com>
Date: 星期五, 10 三月 2023 17:08:04 +0800
Subject: [PATCH] [Quantization] onnx quantization
---
funasr/export/README.md | 16 ++++++++++------
1 files changed, 10 insertions(+), 6 deletions(-)
diff --git a/funasr/export/README.md b/funasr/export/README.md
index c44ad33..a1ed892 100644
--- a/funasr/export/README.md
+++ b/funasr/export/README.md
@@ -11,31 +11,35 @@
`Tips`: torch>=1.11.0
```shell
- python -m funasr.export.export_model [model_name] [export_dir] [onnx]
+ python -m funasr.export.export_model [model_name] [export_dir] [onnx] [quant]
```
`model_name`: the model is to export. It could be the models from modelscope, or local finetuned model(named: model.pb).
+
`export_dir`: the dir where the onnx is export.
- `onnx`: `true`, export onnx format model; `false`, export torchscripts format model.
+
+ `onnx`: `true`, export onnx format model; `false`, export torchscripts format model.
+
+ `quant`: `true`, export quantized model at the same time; `false`, export fp32 model only.
## For example
### Export onnx format model
Export model from modelscope
```shell
-python -m funasr.export.export_model 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" true
+python -m funasr.export.export_model 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" true false
```
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" true
+python -m funasr.export.export_model '/mnt/workspace/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" true false
```
### Export torchscripts format model
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 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" false false
```
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 '/mnt/workspace/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" false false
```
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