Build GPU-enabled image
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16
.drone.yml
16
.drone.yml
@ -18,6 +18,22 @@ steps:
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registry: registry.meow.tf
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tags:
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- latest
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when:
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branch:
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include:
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- master
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- name: docker-gpu
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image: plugins/docker
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settings:
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dockerfile: Dockerfile.gpu
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username:
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from_secret: docker_username
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password:
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from_secret: docker_password
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repo: registry.meow.tf/tyler/precise-lite
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registry: registry.meow.tf
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tags:
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- latest
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when:
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branch:
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include:
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23
Dockerfile.gpu
Normal file
23
Dockerfile.gpu
Normal file
@ -0,0 +1,23 @@
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FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu18.04 AS python-ubuntu
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RUN apt-get update
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RUN apt-get install -y build-essential curl python3 python3-pip python3-venv
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# Inorder to run pip3.6, run it the following way `python3.6 -m pip`
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# Update Python & Install wheel
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RUN python3 -m pip install pip --upgrade
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RUN python3 -m pip install wheel
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FROM python-ubuntu
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RUN apt-get update && apt-get install liblapack-dev libpng-dev libfreetype6-dev libqhull-dev git pkg-config portaudio19-dev swig libpulse-ocaml-dev gfortran libopenblas-dev libatlas-base-dev -y
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RUN mkdir /training && pip3 install precise-lite
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WORKDIR /training
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COPY scripts/train_incremental.py /usr/local/lib/python3.6/dist-packages/precise_lite/scripts/train_incremental.py
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COPY entrypoint.sh /entrypoint.sh
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ENTRYPOINT ["/entrypoint.sh"]
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CMD ["/bin/bash"]
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