144 строки
4.3 KiB
Docker
144 строки
4.3 KiB
Docker
FROM nvcr.io/nvidia/pytorch:24.03-py3
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# OS:
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# - Ubuntu: 22.04
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# - OpenMPI: 4.1.4+
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# - Docker Client: 20.10.8
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# NVIDIA:
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# - CUDA: 12.4.0
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# - cuDNN: 9.0.0.306
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# - cuBLAS: 12.4.2.65
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# - NCCL: v2.20
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# - TransformerEngine 1.4
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# Mellanox:
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# - OFED: 23.07-0.5.1.2
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# - HPC-X: v2.18.0-CUDA12.x
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# Intel:
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# - mlc: v3.11
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LABEL maintainer="SuperBench"
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ENV DEBIAN_FRONTEND=noninteractive
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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autoconf \
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automake \
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bc \
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build-essential \
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curl \
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dmidecode \
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ffmpeg \
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git \
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iproute2 \
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jq \
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libaio-dev \
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libavcodec-dev \
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libavformat-dev \
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libavutil-dev \
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libboost-program-options-dev \
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libcap2 \
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libcurl4-openssl-dev \
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libnuma-dev \
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libpci-dev \
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libswresample-dev \
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libtinfo5 \
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libtool \
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lshw \
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python3-mpi4py \
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net-tools \
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nlohmann-json3-dev \
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openssh-client \
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openssh-server \
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pciutils \
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sudo \
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util-linux \
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vim \
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wget \
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&& \
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apt-get autoremove && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/* /tmp/*
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ARG NUM_MAKE_JOBS=
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# Install Docker
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ENV DOCKER_VERSION=20.10.8
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RUN cd /tmp && \
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wget -q https://download.docker.com/linux/static/stable/x86_64/docker-${DOCKER_VERSION}.tgz -O docker.tgz && \
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tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \
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rm docker.tgz
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# Update system config
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RUN mkdir -p /root/.ssh && \
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touch /root/.ssh/authorized_keys && \
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mkdir -p /var/run/sshd && \
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sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \
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sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \
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sed -i "s/[# ]*Port.*/Port 22/" /etc/ssh/sshd_config && \
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echo "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \
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echo "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf
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# Install OFED
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ENV OFED_VERSION=23.07-0.5.1.2
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RUN cd /tmp && \
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wget -q https://content.mellanox.com/ofed/MLNX_OFED-${OFED_VERSION}/MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu22.04-x86_64.tgz && \
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tar xzf MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu22.04-x86_64.tgz && \
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MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu22.04-x86_64/mlnxofedinstall --user-space-only --without-fw-update --without-ucx-cuda --force --all && \
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rm -rf /tmp/MLNX_OFED_LINUX-${OFED_VERSION}*
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# Install HPC-X
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ENV HPCX_VERSION=v2.18
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RUN cd /opt && \
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rm -rf hpcx && \
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wget https://content.mellanox.com/hpc/hpc-x/${HPCX_VERSION}/hpcx-${HPCX_VERSION}-gcc-mlnx_ofed-ubuntu22.04-cuda12-x86_64.tbz -O hpcx.tbz && \
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tar xf hpcx.tbz && \
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mv hpcx-${HPCX_VERSION}-gcc-mlnx_ofed-ubuntu22.04-cuda12-x86_64 hpcx && \
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rm hpcx.tbz
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# Install Intel MLC
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RUN cd /tmp && \
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wget -q https://downloadmirror.intel.com/793041/mlc_v3.11.tgz -O mlc.tgz && \
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tar xzf mlc.tgz Linux/mlc && \
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cp ./Linux/mlc /usr/local/bin/ && \
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rm -rf ./Linux mlc.tgz
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# Install AOCC compiler
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RUN cd /tmp && \
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wget https://download.amd.com/developer/eula/aocc-compiler/aocc-compiler-4.0.0_1_amd64.deb && \
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apt install -y ./aocc-compiler-4.0.0_1_amd64.deb && \
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rm -rf aocc-compiler-4.0.0_1_amd64.deb
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# Install AMD BLIS
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RUN cd /tmp && \
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wget https://download.amd.com/developer/eula/blis/blis-4-0/aocl-blis-linux-aocc-4.0.tar.gz && \
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tar xzf aocl-blis-linux-aocc-4.0.tar.gz && \
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mv amd-blis /opt/AMD && \
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rm -rf aocl-blis-linux-aocc-4.0.tar.gz
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ENV PATH="${PATH}" \
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LD_LIBRARY_PATH="/usr/local/lib:/usr/local/mpi/lib:${LD_LIBRARY_PATH}" \
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SB_HOME=/opt/superbench \
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SB_MICRO_PATH=/opt/superbench \
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ANSIBLE_DEPRECATION_WARNINGS=FALSE \
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ANSIBLE_COLLECTIONS_PATH=/usr/share/ansible/collections
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RUN echo PATH="$PATH" > /etc/environment && \
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echo LD_LIBRARY_PATH="$LD_LIBRARY_PATH" >> /etc/environment && \
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echo SB_MICRO_PATH="$SB_MICRO_PATH" >> /etc/environment && \
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echo "source /opt/hpcx/hpcx-init.sh && hpcx_load" | tee -a /etc/bash.bashrc >> /etc/profile.d/10-hpcx.sh
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# Add config files
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ADD dockerfile/etc /opt/microsoft/
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WORKDIR ${SB_HOME}
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ADD third_party third_party
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RUN make -C third_party cuda_with_msccl
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ADD . .
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RUN python3 -m pip install --upgrade setuptools==65.7 && \
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python3 -m pip install --no-cache-dir .[nvworker] && \
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make cppbuild && \
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make postinstall && \
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rm -rf .git
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