Package recently broken on ubuntu 16.04 ? #819
Comments
|
Hi! Same issue here with Ubuntu LTS 16.04, the
|
|
From how I understood several AskUbuntu and Stackoverflow threads, you have to enable the newest gcc version, by adding a certain repository to your apt-get package sources. apt-get install -y software-properties-common # if not already installed
add-apt-repository ppa:ubuntu-toolchain-r/test -yAnd then do the following commands (until it works, I had to do a dist-upgrade, but it could work earlier if I understood it correctly) Note that I usually don't use Ubuntu/apt-get and only did this to fix my docker. Credits to https://askubuntu.com/a/582910 |
|
Seems like we would need to update https://www.tensorflow.org/serving/setup#installing_using_apt-get |
|
Seeing the same. Here's a Travis build that uses the model server with error logs: |
|
I had the same problem, and it worked perfectly when I used the ubuntu:18.04 docker image instead of 16.04. |
|
As @sbadia mentioned above, pulling the packages directly seemed to work. Here is an updated dockerfile that worked for me. FROM ubuntu:16.04
# Install general packages
RUN apt-get update && apt-get install -y \
curl \
libcurl3-dev \
unzip \
wget \
&& \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
# Previous Installation of tensorflow-model-server (BROKEN RECENTLY)
#RUN echo "deb [arch=amd64] http://storage.googleapis.com/tensorflow-serving-apt stable tensorflow-model-server tensorflow-model-server-universal" | tee /etc/apt/sources.list.d/tensorflow-serving.list \
# && curl https://storage.googleapis.com/tensorflow-serving-apt/tensorflow-serving.release.pub.gpg | apt-key add - \
# && apt-get update && apt-get install tensorflow-model-server
# New installation of tensorflow-model-server
RUN TEMP_DEB="$(mktemp)" \
&& wget -O "$TEMP_DEB" 'http://storage.googleapis.com/tensorflow-serving-apt/pool/tensorflow-model-server-1.5.0/t/tensorflow-model-server/tensorflow-model-server_1.5.0_all.deb' \
&& dpkg -i "$TEMP_DEB" \
&& rm -f "$TEMP_DEB"
# Download the trained model for serving
RUN wget SOME_HOSTED_URL/model-export.zip -O model_export.zip \
&& unzip model_export.zip -d model-export \
&& mv model-export/ /tmp \
&& rm model_export.zip
EXPOSE 9000
# Serve the model when the container starts
ENTRYPOINT ["tensorflow_model_server"]
CMD ["--port=9000", "--model_name=model", "--model_base_path=/tmp/model-export"] |
|
@dcyoung Does this update work on GPU enabled models? |
|
@strategywise Whenever I create docker container intended for GPU support, I have them build tensorflow serving from source. I haven't tested the package in that scenario. |
|
While the solution suggested by @KillPinguin (thx!) above works fine (on ubuntu 16.04), it suffices to just update libstdc++6, as suggested by the actual error: |
|
Hi @KillPinguin, Thank you for the suggestion. I solve the same issue with update/upgrade command.
System Information: |
|
The latest docker images have all the instructions needed to build on Ubuntu 16.04. Closing this issue. |
Hello,
On an ubuntu 16.04, when I install the latest tensorflow serving package, it does not start with:
Idem when I really try to serve models.
My system is up to date.
It was working perfectly before an apt update + upgrade this week end (~03/17, not sure of exact date).
Current package state:
Do you have any clue ? Is it an issue with the package or do I need another dependency ?
Best,
The text was updated successfully, but these errors were encountered: