Intel Caffe , Python 3.6

Author: hephaex

vendor/intel-caffe/Dockerfile

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+FROM ubuntu:16.04
+MAINTAINER [email protected]
+
+#ENV http_proxy proxy:port
+#ENV https_proxy proxy:port
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+	bzip2 \
+        build-essential \
+        cmake \
+        git \
+        wget \
+        ssh \
+        openssh-server \
+        numactl \
+        vim \
+        net-tools \
+        iputils-ping \
+        ufw \
+        iptables && \
+    rm -rf /var/lib/apt/lists/*
+
+# Install conda and Intel Caffe conda package
+WORKDIR /tmp
+RUN wget --no-check-certificate -c https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh && \
+    bash Miniconda2-latest-Linux-x86_64.sh -b -p /opt/conda && \
+    /opt/conda/bin/conda config --add channels intel && \
+    /opt/conda/bin/conda install -c intel caffe && \
+    /opt/conda/bin/conda install -y -q intelpython3_full=2019.4 python=3 && \
+    /opt/conda/bin/conda install -c anaconda opencv && \
+    /opt/conda/bin/conda install -c conda-forge pycocotools && \
+    /opt/conda/bin/conda install -c conda-forge nodejs && \
+    /opt/conda/bin/conda install -c conda-forge jupyterlab && \
+    /opt/conda/bin/conda install -c conda-forge jupyterthemes && \
+    /opt/conda/bin/conda install -c conda-forge ipywidgets && \
+    /opt/conda/bin/conda install -c conda-forge jupyter_contrib_nbextensions && \
+    /opt/conda/bin/conda install -c conda-forge jupyter_nbextensions_configurator && \
+    /opt/conda/bin/conda clean --all && \
+    rm -rf /root/.cache && \
+    rm -f /tmp/*.whl && \
+    rm -rf /opt/conda/pkgs/* && \
+    rm /tmp/Miniconda2-latest-Linux-x86_64.sh -f && \
+    echo "export PATH=/opt/conda/bin:$PATH" >> /root/.bashrc
+
+WORKDIR /home/work
+
+ENV NOTVISIBLE "in users profile"
+RUN echo "export VISIBLE=now" >> /etc/profile
+
+ENV PYTHONUNBUFFERED=1 \
+    LIBRARY_PATH="/opt/conda/lib/libfabric" \
+    PATH=/opt/conda/bin/libfabric:/opt/conda/bin:/opt/conda/condabin:/opt/conda/bin:$PATH \
+    LANG=C.UTF-8 \
+    CLASSPATH="/opt/conda/lib/mpi.jar" \
+    CONDA_DEFAULT_ENV="base" \
+    CONDA_EXE="/opt/conda/bin/conda" \
+    CONDA_PREFIX="/opt/conda" \
+    CONDA_PROMPT_MODIFIER="(base) " \
+    CONDA_PYTHON_EXE="/opt/conda/bin/python" \
+    CONDA_SHLVL="1" \
+    FI_PROVIDER_PATH="/opt/conda/lib/libfabric/prov" \
+    HOME="/home/work" \
+    I_MPI_ROOT="/opt/conda" \
+    LC_ALL="C.UTF-8" \
+    LD_LIBRARY_PATH="/opt/conda/lib/libfabric:/opt/conda/lib" \
+    MANPATH="/opt/conda/share/man:"
+
+# Jupyter notebook extension
+RUN mkdir -p /home/work/.jupyter/nbextension
+WORKDIR /home/work/.jupyter/nbextension
+
+RUN jupyter nbextensions_configurator enable && \
+    jupyter contrib nbextension install && \
+    jupyter nbextension enable --py --sys-prefix widgetsnbextension && \
+    jupyter contrib nbextension install && \
+    jupyter serverextension enable --py jupyterlab --sys-prefix && \
+    jupyter labextension install @jupyter-widgets/jupyterlab-manager && \
+    git clone https://github.com/lambdalisue/jupyter-vim-binding vim_binding && \
+    jupyter nbextension enable /home/work/.jupyter/nbextension/vim_binding/vim_binding
+    
+# Install ipython kernelspec
+RUN python3 -m ipykernel install --display-name "Intel Caffe & Python 3.6 on Backend.AI" && \
+    cat /opt/conda/share/jupyter/kernels/python3/kernel.json
+
+COPY policy.yml /etc/backend.ai/jail/policy.yml
+
+# Backend.AI specifics
+LABEL ai.backend.kernelspec="1" \
+      ai.backend.envs.corecount="OPENBLAS_NUM_THREADS,OMP_NUM_THREADS,NPROC" \
+      ai.backend.features="batch query uid-match user-input" \
+      ai.backend.resource.min.cpu="1" \
+      ai.backend.resource.min.mem="256m" \
+      ai.backend.base-distro="ubuntu16.04" \
+      ai.backend.runtime-type="python" \
+      ai.backend.runtime-path="/opt/conda/bin/python3" \
+      ai.backend.service-ports="ipython:pty:3000,jupyter:http:8080,jupyterlab:http:8090"
+
+WORKDIR /home/work
+# vim: ft=dockerfile

vendor/intel-caffe/policy.yml

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+whitelist_paths:
+  OP_OPEN: ["*"]
+  OP_ACCESS: ["*"]
+  OP_EXEC: ["*"]
+  OP_STAT: ["*"]
+  OP_CHMOD: ["/home/work/*", "/tmp/*"]
+exec_allowance: -1
+fork_allowance: -1
+max_child_procs: 256
+extra_envs: []
+preserved_env_keys: [
+  "HOME", "PATH", "LANG",
+  "PYENV_ROOT", "PYTHONPATH",
+  "PYTHONUNBUFFERED",
+  "MPLCONFIGDIR",
+  "OPENBLAS_NUM_THREADS",
+  "OMP_NUM_THREADS",
+  "NPROC",
+  "LD_LIBRARY_PATH",
+  "LD_PRELOAD",
+]
+
+diff_to_default: true
+
+# Following syscalls are blindly allowed.
+# IMPORTANT: ptrace MUST NOT be included!
+allowed_syscalls: