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Check in container build code #40

Merged
merged 2 commits into from
Apr 3, 2019
Merged

Check in container build code #40

merged 2 commits into from
Apr 3, 2019

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hcho3
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@hcho3 hcho3 commented Mar 28, 2019

Now it is possible to automatically build inference containers using the Jenkins CI pipeline.

The containers use the MXNet Model Server for model serving. (Despite the name, MMS is able to accommodate custom backend logic.)

Future items:

  • Build GPU containers.
  • Build BYOM (Bring Your Own Model) containers for MXNet and Tensorflow.
  • Support batch prediction.


RUN mkdir -p /home/model-server && cd /home/model-server \
&& git clone --recursive https://github.com/neo-ai/neo-ai-dlr \
&& cd neo-ai-dlr && git checkout 7dd33f829062e19df3c0f175912199ad176da970 \
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why 7dd33f829062e19df3c0f175912199ad176da970?

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@hcho3 hcho3 Apr 3, 2019

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@wweic Let's keep it for now, as I haven't tested the container against the latest commit. I'll submit a follow-up PR where the Docker build will embed the latest DLR artifact into the container. The follow-up PR will also have tests for containers.

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OK. Please create an issue and follow up with a PR.

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See #43

@hcho3 hcho3 merged commit 7aaa757 into neo-ai:master Apr 3, 2019
@hcho3 hcho3 deleted the add_container branch April 3, 2019 23:15
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2 participants