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ajkuma-MSFT avatar image
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ajkuma-MSFT asked azure-cxp-api edited

[MSDN Redirect] tf-sentencepiece Error

Hello!

I'm trying to deploy a machine learning model as a flask api on azure(LINUX VM) using azure deploy as a web app service. I've been getting tf framework error due to tf-sentencepiece lib that I'm importing in my model.
Tensorflow==1.14
tf-sentencepiece==0.1.85

P.s- The model runs fine on mac OS.

Below is the error I've been getting.

module style="box-sizing:border-box;">tensorflow.python.framework.errors_impl.NotFoundError:
/antenv/lib/python3.7/site-packages/tf_sentencepiece/_sentencepiece_processor_ops.so.1.14.0: undefined symbol: _ZN10tensorflow12OpDefBuilder4AttrESs
Any support or guidance will be much appreciated.

regards,

Shubham

[Source] : https://social.msdn.microsoft.com/Forums/en-US/a534eddc-e14f-4e84-844e-cc6f236f998d/tfsentencepiece-error?forum=windowsazuredevelopment

azure-webappsazure-webapps-content-deployment
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1 Answer

ShubhamChandel-8065 avatar image
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ShubhamChandel-8065 answered ajkuma-MSFT commented

Hello!

I've found the solution for this issue, you just need to downgrade your python version to 3.6 in your app config.

python==3.6.9
tensorflow==1.14.0
tf-sentencepiece==0.1.85

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ajkuma-MSFT avatar image ajkuma-MSFT ·

@ShubhamChandel-8065, Thanks for the follow-up! Glad to know that you got it working. Thanks for sharing the solution that worked for you with the community, it would benefit other users with a similar issue.

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