2022-12-07 05:32:14 +00:00
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FROM nvidia/cuda:11.2.0-cudnn8-runtime-ubuntu18.04 AS python-ubuntu
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2022-12-06 11:05:50 +00:00
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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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2022-12-07 05:34:48 +00:00
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RUN python3 -m pip install pip --upgrade && python3 -m pip install wheel
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2022-12-06 11:05:50 +00:00
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FROM python-ubuntu
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2022-12-06 13:02:35 +00:00
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RUN apt-get update && apt-get install -y \
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liblapack-dev libpng-dev libfreetype6-dev libqhull-dev git \
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pkg-config portaudio19-dev swig libpulse-ocaml-dev gfortran \
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libopenblas-dev libatlas-base-dev
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2022-12-06 11:05:50 +00:00
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2022-12-07 05:53:18 +00:00
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RUN mkdir /training && pip3 install git+https://github.com/tystuyfzand/precise-lite.git@feature/tf24 && pip3 install tensorflow-gpu==2.4.4
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2022-12-06 11:05:50 +00:00
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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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