FROM nvcr.io/nvidia/pytorch:25.02-py3 # OS: # - Ubuntu: 24.04 # - OpenMPI: 4.1.7+ # - Docker Client: 20.10.8 # NVIDIA: # - CUDA: 12.8.0.38 # - cuDNN: 9.7.1.26 # - cuBLAS: 12.8.3.14 # - NCCL: v2.25.1 # - TransformerEngine 2.0 # Mellanox: # - MOFED_VERSION; 5.4-rdmacore39.0 # - HPC-X: v2.21.0-CUDA12.x # Intel: # - mlc: v3.12 LABEL maintainer="SuperBench" ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update && \ apt-get install -y --no-install-recommends \ autoconf \ automake \ bc \ build-essential \ curl \ dmidecode \ ffmpeg \ git \ iproute2 \ jq \ libaio-dev \ libavcodec-dev \ libavformat-dev \ libavutil-dev \ libboost-program-options-dev \ libcap2 \ libcurl4-openssl-dev \ libnuma-dev \ libpci-dev \ libswresample-dev \ libncurses-dev \ libtool \ lshw \ python3-mpi4py \ net-tools \ nlohmann-json3-dev \ openssh-client \ openssh-server \ pciutils \ sudo \ util-linux \ vim \ wget \ rsync \ && \ apt-get autoremove && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* /tmp/* ARG NUM_MAKE_JOBS= ARG TARGETPLATFORM ARG TARGETARCH # Install Docker ENV DOCKER_VERSION=20.10.8 RUN TARGETARCH_HW=$(uname -m) && \ wget -q https://download.docker.com/linux/static/stable/${TARGETARCH_HW}/docker-${DOCKER_VERSION}.tgz -O docker.tgz && \ tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \ rm docker.tgz # Update system config RUN mkdir -p /root/.ssh && \ touch /root/.ssh/authorized_keys && \ mkdir -p /var/run/sshd && \ sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*Port.*/Port 22/" /etc/ssh/sshd_config && \ echo "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \ echo "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf # Install OFED ENV OFED_VERSION=24.10-1.1.4.0 RUN TARGETARCH_HW=$(uname -m) && \ cd /tmp && \ wget -q https://content.mellanox.com/ofed/MLNX_OFED-${OFED_VERSION}/MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu24.04-${TARGETARCH_HW}.tgz && \ tar xzf MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu24.04-${TARGETARCH_HW}.tgz && \ MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu24.04-${TARGETARCH_HW}/mlnxofedinstall --user-space-only --without-fw-update --without-ucx-cuda --force --all && \ rm -rf /tmp/MLNX_OFED_LINUX-${OFED_VERSION}* # Install HPC-X ENV HPCX_VERSION=v2.21 RUN TARGETARCH_HW=$(uname -m) && \ cd /opt && \ rm -rf hpcx && \ wget https://content.mellanox.com/hpc/hpc-x/${HPCX_VERSION}/hpcx-${HPCX_VERSION}-gcc-doca_ofed-ubuntu24.04-cuda12-${TARGETARCH_HW}.tbz -O hpcx.tbz && \ tar xf hpcx.tbz && \ mv hpcx-${HPCX_VERSION}-gcc-doca_ofed-ubuntu24.04-cuda12-${TARGETARCH_HW} hpcx && \ rm hpcx.tbz # Installs specific to amd64 platform RUN if [ "$TARGETARCH" = "amd64" ]; then \ # Install Intel MLC cd /tmp && \ wget -q https://downloadmirror.intel.com/866182/mlc_v3.12.tgz -O mlc.tgz && \ tar xzf mlc.tgz Linux/mlc && \ cp ./Linux/mlc /usr/local/bin/ && \ rm -rf ./Linux mlc.tgz && \ # Install AOCC compiler wget https://download.amd.com/developer/eula/aocc-compiler/aocc-compiler-4.0.0_1_amd64.deb && \ apt install -y ./aocc-compiler-4.0.0_1_amd64.deb && \ rm -rf aocc-compiler-4.0.0_1_amd64.deb && \ # Install AMD BLIS wget https://download.amd.com/developer/eula/blis/blis-4-0/aocl-blis-linux-aocc-4.0.tar.gz && \ tar xzf aocl-blis-linux-aocc-4.0.tar.gz && \ mv amd-blis /opt/AMD && \ rm -rf aocl-blis-linux-aocc-4.0.tar.gz; \ else \ echo "Skipping Intel MLC, AOCC and AMD Bliss installations for non-amd64 architecture: $TARGETARCH"; \ fi # Install NCCL 2.25.1 RUN cd /tmp && \ git clone -b v2.25.1-1 https://github.com/NVIDIA/nccl.git && \ cd nccl && \ make -j ${NUM_MAKE_JOBS} src.build \ NVCC_GENCODE="-gencode=arch=compute_100,code=sm_100 \ -gencode=arch=compute_90,code=sm_90 \ -gencode=arch=compute_80,code=sm_80" && \ make install && \ rm -rf /tmp/nccl # Install UCX with multi-threading support ENV UCX_VERSION=1.18.0 RUN cd /tmp && \ wget https://github.com/openucx/ucx/releases/download/v${UCX_VERSION}-rc1/ucx-${UCX_VERSION}.tar.gz && \ tar xzf ucx-${UCX_VERSION}.tar.gz && \ cd ucx-${UCX_VERSION} && \ ./contrib/configure-release-mt --prefix=/usr/local && \ make -j ${NUM_MAKE_JOBS} && \ make install ENV PATH="${PATH}" \ LD_LIBRARY_PATH="/usr/local/lib:/usr/local/mpi/lib:${LD_LIBRARY_PATH}" \ SB_HOME=/opt/superbench \ SB_MICRO_PATH=/opt/superbench \ ANSIBLE_DEPRECATION_WARNINGS=FALSE \ ANSIBLE_COLLECTIONS_PATH=/usr/share/ansible/collections RUN echo PATH="$PATH" > /etc/environment && \ echo LD_LIBRARY_PATH="$LD_LIBRARY_PATH" >> /etc/environment && \ echo SB_MICRO_PATH="$SB_MICRO_PATH" >> /etc/environment && \ echo "source /opt/hpcx/hpcx-init.sh && hpcx_load" | tee -a /etc/bash.bashrc >> /etc/profile.d/10-hpcx.sh # Add config files ADD dockerfile/etc /opt/microsoft/ WORKDIR ${SB_HOME} ADD third_party third_party RUN make -C third_party cuda_with_msccl ADD . . RUN python3 -m pip install --upgrade setuptools==70.3.0 && \ python3 -m pip install --no-cache-dir .[nvworker] && \ make cppbuild && \ make postinstall && \ rm -rf .git