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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2022/08/10 05:44:23 UTC

[GitHub] [beam] AnandInguva opened a new issue, #22651: [Task]: Build docker image for tensor RT tests during Run time

AnandInguva opened a new issue, #22651:
URL: https://github.com/apache/beam/issues/22651

   ### What needs to happen?
   
   Build the docker container with all the necessary dependencies for tensorRT frameworks during run time. This would make the testing easier if there is any change in the dependencies such that container can be build with those changes and can be tested on the code.
   
   ### Issue Priority
   
   Priority: 2
   
   ### Issue Component
   
   Component: testing


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[GitHub] [beam] AnandInguva commented on issue #22651: [Task]: Build docker image for tensor RT tests during Run time

Posted by GitBox <gi...@apache.org>.
AnandInguva commented on issue #22651:
URL: https://github.com/apache/beam/issues/22651#issuecomment-1210191188

   .take-issue


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[GitHub] [beam] Abacn commented on issue #22651: [Task]: Build docker image for tensor RT tests during Run time and also provide Python 3.7, 3.9 Docker containers.

Posted by "Abacn (via GitHub)" <gi...@apache.org>.
Abacn commented on issue #22651:
URL: https://github.com/apache/beam/issues/22651#issuecomment-1486159442

   The `latest` container is half year old now, and now it takes ~15 minutes to resolve the dependency when installing the Beam SDK for `:sdks:python:test-suites:dataflow:py38:tensorRTtests` running on Python3.8 PostCommit. Update Python 3.8 container may also be considered in the scope of this issue


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[GitHub] [beam] yeandy commented on issue #22651: [Task]: Build docker image for tensor RT tests during Run time and also provide Python 3.7, 3.9 Docker containers.

Posted by GitBox <gi...@apache.org>.
yeandy commented on issue #22651:
URL: https://github.com/apache/beam/issues/22651#issuecomment-1248024028

   Used dockerfile with the contents
   ```
   ARG BUILD_IMAGE=nvcr.io/nvidia/tensorrt:22.05-py3
   
   FROM ${BUILD_IMAGE} 
   
   ENV PATH="/usr/src/tensorrt/bin:${PATH}"
   
   WORKDIR /workspace
   
   RUN pip install --no-cache-dir apache-beam[gcp]==2.40.0
   COPY --from=apache/beam_python3.8_sdk:2.40.0 /opt/apache/beam /opt/apache/beam
   
   RUN pip install --upgrade pip \
       && pip install torch>=1.7.1 \
       && pip install torchvision>=0.8.2 \
       && pip install pillow>=8.0.0 \
       && pip install transformers>=4.18.0 \
       && pip install cuda-python
   
   ENTRYPOINT [ "/opt/apache/beam/boot" ]
   ```
   


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[GitHub] [beam] AnandInguva commented on issue #22651: [Task]: Build docker image for tensor RT tests during Run time and also provide Python 3.7, 3.9 Docker containers.

Posted by GitBox <gi...@apache.org>.
AnandInguva commented on issue #22651:
URL: https://github.com/apache/beam/issues/22651#issuecomment-1240892828

   .add-labels run-inference


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