FunASR/funasr/export

Environments

torch >= 1.11.0
modelscope >= 1.2.0

Install modelscope and funasr

The installation is the same as funasr

Export model

Tips: torch>=1.11.0

   python -m funasr.export.export_model [model_name] [export_dir] [onnx]

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.

For example

Export onnx format model

Export model from modelscope

python -m funasr.export.export_model 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" true

Export model from local path, the model'name must be model.pb.

python -m funasr.export.export_model '/mnt/workspace/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" true

Export torchscripts format model

Export model from modelscope

python -m funasr.export.export_model 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" false

Export model from local path, the model'name must be model.pb.

python -m funasr.export.export_model '/mnt/workspace/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" false