| | |
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| | | - Command: (`Tips`: torch >= 1.11.0 is required.) |
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| | | |
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| | | ```shell |
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| | | python -m funasr.export.export_model [model_name] [export_dir] [true] |
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| | | python -m funasr.export.export_model [model_name] [export_dir] false |
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| | | ``` |
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| | | `model_name`: the model is to export. |
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| | | |
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| | |
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| | | |
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| | | - `e.g.`, Export model from modelscope |
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| | | ```shell |
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| | | python -m funasr.export.export_model 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" true |
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| | | python -m funasr.export.export_model 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" false |
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| | | ``` |
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| | | - `e.g.`, Export model from local path, the model'name must be `model.pb`. |
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| | | ```shell |
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| | | python -m funasr.export.export_model '/mnt/workspace/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" true |
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| | | python -m funasr.export.export_model '/mnt/workspace/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" false |
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| | | ``` |
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| | | |
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| | | |
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| | | 2. Install the `torch_paraformer`. |
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| | | - Build the torch_paraformer `whl` |
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| | | ```shell |
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| | | git clone https://github.com/alibaba/FunASR.git && cd FunASR |
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| | | cd funasr/runtime/python/libtorch |
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| | | python setup.py bdist_wheel |
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| | | ``` |
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| | | - Install the build `whl` |
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| | | ```bash |
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| | | pip install dist/torch_paraformer-0.0.1-py3-none-any.whl |
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| | | ``` |
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| | | ```shell |
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| | | git clone https://github.com/alibaba/FunASR.git && cd FunASR |
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| | | cd funasr/runtime/python/libtorch |
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| | | python setup.py install |
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| | | ``` |
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| | | |
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| | | |
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| | | 3. Run the demo. |
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| | | - Model_dir: the model path, which contains `model.torchscripts`, `config.yaml`, `am.mvn`. |
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| | |
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| | | |
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| | | Test [wav, 5.53s, 100 times avg.](https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav) |
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| | | |
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| | | | Backend | RTF | |
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| | | |:-------:|:-----------------:| |
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| | | | Pytorch | 0.110 | |
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| | | | Onnx | 0.038 | |
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| | | | Backend | RTF (FP32) | |
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| | | |:--------:|:----------:| |
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| | | | Pytorch | 0.110 | |
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| | | | Libtorch | 0.048 | |
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| | | | Onnx | 0.038 | |
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| | | |
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| | | ## Acknowledge |
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