ARG BASE_IMAGE=rocm/pytorch:rocm5.7_ubuntu22.04_py3.10_pytorch_2.0.1 FROM ${BASE_IMAGE} # OS: # - Ubuntu: 22.04 # - Docker Client: 20.10.8 # ROCm: # - ROCm: 5.7 # Intel: # - mlc: v3.11 LABEL maintainer="SuperBench" ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update && \ apt-get -q install -y --no-install-recommends \ autoconf \ automake \ bc \ build-essential \ curl \ dmidecode \ git \ hipify-clang \ iproute2 \ jq \ libaio-dev \ libboost-program-options-dev \ libcap2 \ libcurl4-openssl-dev \ libnuma-dev \ libpci-dev \ libssl-dev \ libtinfo5 \ libtool \ lshw \ net-tools \ numactl \ openssh-client \ openssh-server \ pciutils \ python3-mpi4py \ rsync \ sudo \ util-linux \ vim \ wget \ && \ rm -rf /tmp/* ARG NUM_MAKE_JOBS= # Check if CMake is installed and its version RUN cmake_version=$(cmake --version 2>/dev/null | grep -oP "(?<=cmake version )(\d+\.\d+)" || echo "0.0") && \ required_version="3.24.1" && \ if [ "$(printf "%s\n" "$required_version" "$cmake_version" | sort -V | head -n 1)" != "$required_version" ]; then \ echo "existing cmake version is ${cmake_version}" && \ cd /tmp && \ wget -q https://github.com/Kitware/CMake/releases/download/v${required_version}/cmake-${required_version}.tar.gz && \ tar xzf cmake-${required_version}.tar.gz && \ cd cmake-${required_version} && \ ./bootstrap --prefix=/usr --no-system-curl --parallel=16 && \ make -j ${NUM_MAKE_JOBS} && \ make install && \ rm -rf /tmp/cmake-${required_version}* \ else \ echo "CMake version is greater than or equal to 3.23"; \ fi # Install Docker ENV DOCKER_VERSION=20.10.8 RUN cd /tmp && \ wget -q https://download.docker.com/linux/static/stable/x86_64/docker-${DOCKER_VERSION}.tgz -O docker.tgz && \ tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \ rm docker.tgz # Update system config RUN mkdir -p /root/.ssh && \ touch /root/.ssh/authorized_keys && \ mkdir -p /var/run/sshd && \ sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*Port.*/Port 22/" /etc/ssh/sshd_config && \ echo "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \ echo "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf # Get Ubuntu version and set as an environment variable RUN export UBUNTU_VERSION=$(lsb_release -r -s) RUN echo "Ubuntu version: $UBUNTU_VERSION" ENV UBUNTU_VERSION=${UBUNTU_VERSION} # Install OFED ENV OFED_VERSION=5.9-0.5.6.0 # Check if ofed_info is present and has a version RUN if ! command -v ofed_info >/dev/null 2>&1; then \ echo "OFED not found. Installing OFED..."; \ cd /tmp && \ wget -q http://content.mellanox.com/ofed/MLNX_OFED-${OFED_VERSION}/MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu${UBUNTU_VERSION}-x86_64.tgz && \ tar xzf MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu${UBUNTU_VERSION}-x86_64.tgz && \ PATH=/usr/bin:${PATH} MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu${UBUNTU_VERSION}-x86_64/mlnxofedinstall --user-space-only --without-fw-update --force --all && \ rm -rf MLNX_OFED_LINUX-${OFED_VERSION}* ; \ fi # Add target file to help determine which device(s) to build for ENV ROCM_PATH=/opt/rocm RUN bash -c 'echo -e "gfx90a:xnack-\ngfx90a:xnac+\ngfx940\ngfx941\ngfx942\ngfx1030\ngfx1100\ngfx1101\ngfx1102\n" >> ${ROCM_PATH}/bin/target.lst' # Install OpenMPI ENV OPENMPI_VERSION=4.1.x ENV MPI_HOME=/usr/local/mpi # Check if Open MPI is installed RUN cd /tmp && \ git clone --recursive https://github.com/open-mpi/ompi.git -b v${OPENMPI_VERSION} && \ cd ompi && \ ./autogen.pl && \ mkdir build && \ cd build && \ ../configure --prefix=/usr/local/mpi --enable-orterun-prefix-by-default --enable-mpirun-prefix-by-default --enable-prte-prefix-by-default --with-rocm=/opt/rocm && \ make -j $(nproc) && \ make -j $(nproc) install && \ ldconfig && \ cd / && \ rm -rf /tmp/openmpi-${OPENMPI_VERSION}* # Install Intel MLC RUN cd /tmp && \ wget -q https://downloadmirror.intel.com/793041/mlc_v3.11.tgz -O mlc.tgz && \ tar xzf mlc.tgz Linux/mlc && \ cp ./Linux/mlc /usr/local/bin/ && \ rm -rf ./Linux mlc.tgz # Install RCCL RUN cd /opt/ && \ git clone -b release/rocm-rel-5.7 https://github.com/ROCmSoftwarePlatform/rccl.git && \ cd rccl && \ mkdir build && \ cd build && \ CXX=/opt/rocm/bin/hipcc cmake -DHIP_COMPILER=clang -DCMAKE_BUILD_TYPE=Release -DCMAKE_VERBOSE_MAKEFILE=1 \ -DCMAKE_PREFIX_PATH="${ROCM_PATH}/hsa;${ROCM_PATH}/hip;${ROCM_PATH}/share/rocm/cmake/;${ROCM_PATH}" \ .. && \ make -j${NUM_MAKE_JOBS} # Install AMD SMI Python Library RUN cd /opt/rocm/share/amd_smi && \ python3 -m pip install --user . ENV PATH="/usr/local/mpi/bin:/opt/superbench/bin:/usr/local/bin/:/opt/rocm/hip/bin/:/opt/rocm/bin/:${PATH}" \ LD_PRELOAD="/opt/rccl/build/librccl.so:$LD_PRELOAD" \ LD_LIBRARY_PATH="/usr/local/mpi/lib:/usr/lib/x86_64-linux-gnu/:/usr/local/lib/:/opt/rocm/lib:${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 RUN apt install rocm-cmake -y && \ python3 -m pip install --upgrade pip wheel setuptools==65.7 WORKDIR ${SB_HOME} ADD third_party third_party # Apply patch RUN cd third_party/perftest && \ git apply ../perftest_rocm6.patch # Update package index and install dependencies of ROCBLAS RUN apt-get update && \ apt-get install -y software-properties-common && \ add-apt-repository universe && \ apt-get update && \ apt-get install -y --fix-missing \ make python3 python3-yaml python3-venv python3-joblib 'python3*-pip' libmsgpack-dev gfortran libomp-dev && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* RUN make RCCL_HOME=/opt/rccl/build/ ROCBLAS_BRANCH=release/rocm-rel-5.7.1.1 HIPBLASLT_BRANCH=release/rocm-rel-5.7 ROCM_VER=rocm-5.5.0 -C third_party rocm -o cpu_hpl -o cpu_stream -o megatron_lm ADD . . #ENV USE_HIPBLASLT_DATATYPE=1 RUN python3 -m pip install .[amdworker] && \ CXX=/opt/rocm/bin/hipcc make cppbuild && \ make postinstall