@lyd911 Thank you for trying out this tutorial. I ran it in my environment: 
MacOS, jupyter notebook with python 3 kernel, MXNet v1.3 and ONNX v1.2.1
It takes lot of time but runs fine.. I didnt get any segmentation fault. Can 
you please check which ONNX version you are using? MXNet import, export 
functionality currently supports ONNX v1.2.1

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https://github.com/apache/incubator-mxnet/issues/11816 ]
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