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Ryo Okada
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FROM nvidia/cuda:10.2-cudnn8-devel-ubuntu18.04 | ||
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RUN apt-get update -q \ | ||
&& DEBIAN_FRONTEND=noninteractive apt-get install -y \ | ||
curl \ | ||
git \ | ||
libgl1-mesa-dev \ | ||
libgl1-mesa-glx \ | ||
libglew-dev \ | ||
libosmesa6-dev \ | ||
software-properties-common \ | ||
net-tools \ | ||
vim \ | ||
virtualenv \ | ||
wget \ | ||
xpra \ | ||
xserver-xorg-dev \ | ||
cmake \ | ||
protobuf-compiler \ | ||
&& apt-get clean \ | ||
&& rm -rf /var/lib/apt/lists/* | ||
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RUN DEBIAN_FRONTEND=noninteractive add-apt-repository --yes ppa:deadsnakes/ppa && apt-get update | ||
RUN DEBIAN_FRONTEND=noninteractive apt-get install --yes python3.8-dev python3.8 python3-pip python3.8-distutils | ||
# RUN virtualenv --python=python3.8 env | ||
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RUN curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py | ||
RUN python3.8 get-pip.py | ||
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RUN rm /usr/bin/python | ||
RUN ln -s /usr/bin/python3.8 /usr/bin/python | ||
RUN ln -s /usr/local/bin/pip3.8 /usr/bin/pip | ||
# RUN ln -s /env/bin/pytest /usr/bin/pytest | ||
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RUN curl -o /usr/local/bin/patchelf https://s3-us-west-2.amazonaws.com/openai-sci-artifacts/manual-builds/patchelf_0.9_amd64.elf \ | ||
&& chmod +x /usr/local/bin/patchelf | ||
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ENV LANG C.UTF-8 | ||
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RUN mkdir -p /root/.mujoco \ | ||
&& wget https://mujoco.org/download/mujoco210-linux-x86_64.tar.gz -O mujoco.tar.gz \ | ||
&& tar -xf mujoco.tar.gz -C /root/.mujoco \ | ||
&& rm mujoco.tar.gz | ||
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ENV LD_LIBRARY_PATH /root/.mujoco/mujoco210/bin:${LD_LIBRARY_PATH} | ||
ENV LD_LIBRARY_PATH /usr/local/nvidia/lib64:${LD_LIBRARY_PATH} | ||
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COPY mujoco-py/vendor/Xdummy /usr/local/bin/Xdummy | ||
RUN chmod +x /usr/local/bin/Xdummy | ||
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# Workaround for https://bugs.launchpad.net/ubuntu/+source/nvidia-graphics-drivers-375/+bug/1674677 | ||
COPY mujoco-py/vendor/10_nvidia.json /usr/share/glvnd/egl_vendor.d/10_nvidia.json | ||
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WORKDIR /mujoco_py | ||
# Copy over just requirements.txt at first. That way, the Docker cache doesn't | ||
# expire until we actually change the requirements. | ||
# COPY ./mujoco-py/requirements.txt /mujoco_py/ | ||
# COPY ./mujoco-py/requirements.dev.txt /mujoco_py/ | ||
# RUN pip install --no-cache-dir -r requirements.txt | ||
# RUN pip install --no-cache-dir -r requirements.dev.txt | ||
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RUN wget -P /opt https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \ | ||
bash /opt/Miniconda3-latest-Linux-x86_64.sh -b && \ | ||
rm /opt/Miniconda3-latest-Linux-x86_64.sh && \ | ||
~/miniconda3/bin/conda init bash && \ | ||
. ~/.bashrc | ||
ADD ./gym/conda_env.yml /tmp/conda_env.yml | ||
RUN ~/miniconda3/bin/conda env create -f /tmp/conda_env.yml | ||
RUN echo "conda activate decision-transformer-gym" >> ~/.bashrc | ||
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# d4rl | ||
WORKDIR / | ||
RUN git clone https://github.com/ryok/d4rl.git | ||
WORKDIR /d4rl | ||
RUN ~/miniconda3/envs/decision-transformer-gym/bin/pip install -e . | ||
RUN ~/miniconda3/envs/decision-transformer-gym/bin/pip install dm-control==0.0.423341706 | ||
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WORKDIR /mujoco_py | ||
# Delay moving in the entire code until the very end. | ||
ENTRYPOINT ["/mujoco_py/vendor/Xdummy-entrypoint"] | ||
# CMD ["pytest"] | ||
COPY ./mujoco-py/ /mujoco_py | ||
RUN ~/miniconda3/envs/decision-transformer-gym/bin/python setup.py install | ||
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# pytorch build | ||
WORKDIR / | ||
RUN ~/miniconda3/bin/conda install cudatoolkit=10.2 -c pytorch | ||
# RUN wget -P / https://github.com/Kitware/CMake/releases/download/v3.17.1/cmake-3.17.1.tar.gz && \ | ||
# tar zxvf cmake-3.17.1.tar.gz | ||
# WORKDIR /cmake-3.17.1 | ||
# RUN ./bootstrap && \ | ||
# make && \ | ||
# make install | ||
WORKDIR / | ||
RUN git clone --recursive https://github.com/pytorch/pytorch -b v1.8.1 | ||
WORKDIR /pytorch | ||
RUN git submodule sync && \ | ||
git submodule update --init --recursive | ||
ENV CMAKE_PREFIX_PATH ${CONDA_PREFIX:-"$(dirname $(which conda))/../"} | ||
RUN ~/miniconda3/envs/decision-transformer-gym/bin/python setup.py install | ||
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WORKDIR /workspace |