ppo2-cpu-optimized.docker

FROM openai/retro-agent:tensorflow

# Needed for OpenCV.
RUN apt-get update && \
    apt-get install -y libgtk2.0-dev && \
    rm -rf /var/lib/apt/lists/*
# --- running from https://github.com/tensorflow/tensorflow/blob/master/tensorflow/tools/docker/Dockerfile.devel
RUN apt-get update && apt-get install -y --no-install-recommends \
        build-essential \
        curl \
        git \
        libcurl3-dev \
        libfreetype6-dev \
        libpng12-dev \
        libzmq3-dev \
        pkg-config \
        python-dev \
        rsync \
        software-properties-common \
        unzip \
        zip \
        zlib1g-dev \
        openjdk-8-jdk \
        openjdk-8-jre-headless \
        && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

RUN curl -fSsL -O https://bootstrap.pypa.io/get-pip.py && \
    python get-pip.py && \
    rm get-pip.py

RUN pip --no-cache-dir install \
        ipykernel \
        jupyter \
        matplotlib \
        numpy \
        scipy \
        sklearn \
        pandas \
        && \
    python -m ipykernel.kernelspec

RUN ln -s -f /usr/bin/python3 /usr/bin/python#

# Set up Bazel.

# Running bazel inside a `docker build` command causes trouble, cf:
#   https://github.com/bazelbuild/bazel/issues/134
# The easiest solution is to set up a bazelrc file forcing --batch.
RUN echo "startup --batch" >>/etc/bazel.bazelrc
# Similarly, we need to workaround sandboxing issues:
#   https://github.com/bazelbuild/bazel/issues/418
RUN echo "build --spawn_strategy=standalone --genrule_strategy=standalone" \
    >>/etc/bazel.bazelrc
# Install the most recent bazel release.
ENV BAZEL_VERSION 0.12.0
WORKDIR /
RUN mkdir /bazel && \
    cd /bazel && \
    curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -O https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \
    curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -o /bazel/LICENSE.txt https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE && \
    chmod +x bazel-*.sh && \
    ./bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \
    cd / && \
    rm -f /bazel/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh

# Download and build TensorFlow.
WORKDIR /tensorflow
RUN git clone --branch=r1.8 --depth=1 https://github.com/tensorflow/tensorflow.git .

# TODO(craigcitro): Don't install the pip package, since it makes it
# more difficult to experiment with local changes. Instead, just add
# the built directory to the path.


ENV CI_BUILD_PYTHON python


RUN tensorflow/tools/ci_build/builds/configured CPU \
    bazel build -c opt --jobs 1 --local_resources 2048,0.5,1.0 \
    --verbose_failures --cxxopt="-D_GLIBCXX_USE_CXX11_ABI=0" \
    --copt=-mavx2 \
    --copt=-mfma \
        # For optimized builds appropriate for the hardware platform of your choosing, uncomment below...
        # For ivy-bridge or sandy-bridge
        # --copt=-march="ivybridge" \
        # for haswell, broadwell, or skylake
        # --copt=-march="haswell" \
        tensorflow/tools/pip_package:build_pip_package && \
    bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/pip && \
    pip --no-cache-dir install --upgrade /tmp/pip/tensorflow-*.whl && \
    rm -rf /tmp/pip && \
    rm -rf /root/.cache
# Clean up pip wheel and Bazel cache when done.

# Baselines has some unneeded and cumbersome dependencies,
# so we manually fetch the deps we need.
RUN . ~/venv/bin/activate && \
    pip install scipy tqdm joblib zmq dill progressbar2 cloudpickle opencv-python && \
    pip install --no-deps git+https://github.com/openai/baselines.git

ADD ppo2-agent.py ./agent.py
ADD sonic_util.py .

CMD ["python", "-u", "/root/compo/agent.py"]