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while running the tutorial, I run the code below

%%bash --bg nohup tensorflow_model_server
--rest_api_port=8501
--model_name=tfrbert
--model_base_path="/content/drive/MyDrive/app/model14/export/best_model_by_loss/" >server.log 2>&1

it worked for me befor. but now I encounter with this error:

tensorflow_model_server: /lib/x86_64-linux-gnu/libc.so.6: version GLIBC_2.28' not found (required by tensorflow_model_server) tensorflow_model_server: /usr/lib/x86_64-linux-gnu/libstdc++.so.6: version GLIBCXX_3.4.26' not found (required by tensorflow_model_server) tensorflow_model_server: /lib/x86_64-linux-gnu/libm.so.6: version `GLIBC_2.29' not found (required by tensorflow_model_server)

I searched a lot, but nothing helped. does anybody know how to solve the problem? thanks a lot.

Promila Ghosh
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Shima Ghasemi
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3 Answers3

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The error means: the tensorflow_model_server binary you have was compiled and linked on a system with GLIBC-2.28 or newer, and you are trying to run it on a system with GLIBC-2.27 or older.

You should find a build of tensorflow_model_server appropriate for your system.

Alternatively, you could use a docker container with GLIBC-2.28 or newer, and run tensorflow_model_server in that container.

Another option is to build tensorflow_model_server yourself on your system -- the resulting binary will work on it.

Employed Russian
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0

I got the same error while I was trying to serve my trained Object Detection model on Colab. The reason being the GLIBC version installed on Colab is 2.27 whereas the latest version of Tensorflow Serving(2.9.1) requires the updated version of GLIBBC which happens to be 2.28. You can read more about GLIBC here.

This is how you check the version of GLIBC : ldd --version

In my case, rather than using the latest version of Tensroflow Serving, I used the 1.15 version which worked very well on Google Colab. This is how I installed the 1.15 version :

!wget 'http://storage.googleapis.com/tensorflow-serving-apt/pool/tensorflow-model-server-1.15.0/t/tensorflow-model-server/tensorflow-model-server_1.15.0_all.deb'
!dpkg -i tensorflow-model-server_1.15.0_all.deb
!pip3 install tensorflow-serving-api==1.15

!sudo apt-get update && sudo apt-get install tensorflow-model-server
S M
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0

Just install this and everything will work ok .

!wget 'http://storage.googleapis.com/tensorflow-serving-apt/pool/tensorflow-model-server-universal-2.8.0/t/tensorflow-model-server-universal/tensorflow-model-server-universal_2.8.0_all.deb'
!dpkg -i tensorflow-model-server-universal_2.8.0_all.deb
Imran Ullah
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