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# Copyright (c) 2024 Intel Corporation
# SPDX-License-Identifier: Apache 2.0
# NOTE: To build this you will need a docker version >= 19.03 and DOCKER_BUILDKIT=1
#
# If you do not use buildkit you are not going to have a good time
#
# For reference:
# https://docs.docker.com/develop/develop-images/build_enhancements/
ARG BASE_IMAGE=ubuntu:22.04
FROM ${BASE_IMAGE} AS base
RUN if [ -f /etc/apt/apt.conf.d/proxy.conf ]; then rm /etc/apt/apt.conf.d/proxy.conf; fi && \
if [ ! -z ${HTTP_PROXY} ]; then echo "Acquire::http::Proxy \"${HTTP_PROXY}\";" >> /etc/apt/apt.conf.d/proxy.conf; fi && \
if [ ! -z ${HTTPS_PROXY} ]; then echo "Acquire::https::Proxy \"${HTTPS_PROXY}\";" >> /etc/apt/apt.conf.d/proxy.conf; fi
RUN apt update && \
apt full-upgrade -y && \
DEBIAN_FRONTEND=noninteractive apt install --no-install-recommends -y \
ca-certificates \
git \
curl \
wget \
vim \
numactl \
gcc-12 \
g++-12 \
make
RUN update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-12 100 && \
update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-12 100 && \
update-alternatives --install /usr/bin/cc cc /usr/bin/gcc 100 && \
update-alternatives --install /usr/bin/c++ c++ /usr/bin/g++ 100
WORKDIR /root
RUN curl -fsSL -v -o miniforge.sh -O https://github.com/conda-forge/miniforge/releases/download/24.7.1-2/Miniforge3-24.7.1-2-Linux-x86_64.sh && \
bash miniforge.sh -b -p ./miniforge3 && \
rm miniforge.sh
# --build-arg COMPILE=ON to compile from source
FROM base AS dev
ARG COMPILE
COPY . ./intel-extension-for-pytorch
RUN . ~/miniforge3/bin/activate && conda create -y -n compile_py310 python=3.10 && conda activate compile_py310 && \
cd intel-extension-for-pytorch/examples/cpu/llm && \
export CC=gcc && export CXX=g++ && \
if [ -z ${COMPILE} ]; then bash tools/env_setup.sh 14; else bash tools/env_setup.sh 10; fi && \
unset CC && unset CXX
FROM base AS deploy
RUN apt update && \
DEBIAN_FRONTEND=noninteractive apt install --no-install-recommends -y \
google-perftools \
openssh-server \
net-tools && \
apt clean && \
rm -rf /var/lib/apt/lists/* && \
if [ -f /etc/apt/apt.conf.d/proxy.conf ]; then rm /etc/apt/apt.conf.d/proxy.conf; fi
COPY --from=dev /root/intel-extension-for-pytorch/examples/cpu/llm ./llm
COPY --from=dev /root/intel-extension-for-pytorch/tools/get_libstdcpp_lib.sh ./llm/tools
RUN . ~/miniforge3/bin/activate && conda create -y -n py310 python=3.10 && conda activate py310 && \
cd /usr/lib/x86_64-linux-gnu/ && ln -s libtcmalloc.so.4 libtcmalloc.so && cd && \
cd ./llm && \
bash tools/env_setup.sh 9 && \
python -m pip cache purge && \
mv ./oneCCL_release /opt/oneCCL && \
chown -R root:root /opt/oneCCL && \
sed -i "s|ONECCL_PATH=.*|ONECCL_PATH=/opt/oneCCL|" ./tools/env_activate.sh
ARG PORT_SSH=22
RUN mkdir /var/run/sshd && \
sed -i "s/#Port.*/Port ${PORT_SSH}/" /etc/ssh/sshd_config && \
echo "service ssh start" >> /root/.bashrc && \
ssh-keygen -b 4096 -f /root/.ssh/id_rsa -N "" && \
mv /root/.ssh/id_rsa.pub /root/.ssh/authorized_keys && \
echo "Host *\n Port ${PORT_SSH}\n IdentityFile /root/.ssh/id_rsa\n StrictHostKeyChecking no" > /root/.ssh/config
EXPOSE ${PORT_SSH}
RUN ENTRYPOINT=/usr/local/bin/entrypoint.sh && \
echo "#!/bin/bash" > ${ENTRYPOINT} && \
echo "CMDS=(); while [ \$# -gt 0 ]; do CMDS+=(\"\$1\"); shift; done;" >> ${ENTRYPOINT} && \
echo ". ~/miniforge3/bin/activate" >> ${ENTRYPOINT} && \
echo "conda activate py310" >> ${ENTRYPOINT} && \
echo "TMP=\$(python -c \"import torch; import os; print(os.path.abspath(os.path.dirname(torch.__file__)))\")" >> ${ENTRYPOINT} && \
echo ". \${TMP}/../oneccl_bindings_for_pytorch/env/setvars.sh" >> ${ENTRYPOINT} && \
echo "echo \"**Note:** For better performance, please consider to launch workloads with command 'ipexrun'.\"" >> ${ENTRYPOINT} && \
echo "\"\${CMDS[@]}\"" >> ${ENTRYPOINT} && \
chmod +x ${ENTRYPOINT}
ENTRYPOINT ["/usr/local/bin/entrypoint.sh"]