ARG BASE_IMAGE=rocm/pytorch:rocm5.1.3_ubuntu20.04_py3.7_pytorch_1.11.0 FROM ${BASE_IMAGE} # 5.1.x base images: # rocm5.1.1 - rocm/pytorch:rocm5.1.1_ubuntu20.04_py3.7_pytorch_1.10.0 # rocm5.1.3 - rocm/pytorch:rocm5.1.3_ubuntu20.04_py3.7_pytorch_1.11.0 # OS: # - Ubuntu: 20.04 # - OpenMPI: 4.0.5 # - Docker Client: 20.10.8 # ROCm: # - ROCm: 5.1.x # - RCCL: 2.12.10+6707a27 # - hipify: 5.1.x # Mellanox: # - OFED: 5.2-2.2.3.0 # Intel: # - mlc: v3.11 LABEL maintainer="SuperBench" ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update && \ apt-get install -y --no-install-recommends \ autoconf \ automake \ build-essential \ curl \ dmidecode \ git \ hipify-clang \ iproute2 \ jq \ libaio-dev \ libboost-program-options-dev \ libcap2 \ libnuma-dev \ libpci-dev \ libssl-dev \ libtinfo5 \ libtool \ lshw \ python3-mpi4py \ net-tools \ numactl \ openssh-client \ openssh-server \ pciutils \ rsync \ sudo \ util-linux \ vim \ wget \ && \ apt-get autoremove && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* /tmp/* ARG NUM_MAKE_JOBS= # Upgrade CMake from 3.16 to 3.23 ENV CMAKE_VERSION=3.23.1 RUN cd /tmp && \ wget -q https://github.com/Kitware/CMake/releases/download/v${CMAKE_VERSION}/cmake-${CMAKE_VERSION}.tar.gz && \ tar xzf cmake-${CMAKE_VERSION}.tar.gz && \ cd cmake-${CMAKE_VERSION} && \ ./bootstrap --prefix=/usr --no-system-curl --parallel=16 && \ make -j ${NUM_MAKE_JOBS} && \ make install && \ rm -rf /tmp/cmake-${CMAKE_VERSION}* # Install Docker ENV DOCKER_VERSION=20.10.8 RUN cd /tmp && \ wget -q https://download.docker.com/linux/static/stable/x86_64/docker-${DOCKER_VERSION}.tgz -O docker.tgz && \ tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \ rm docker.tgz # Update system config RUN mkdir -p /root/.ssh && \ touch /root/.ssh/authorized_keys && \ mkdir -p /var/run/sshd && \ sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*Port.*/Port 22/" /etc/ssh/sshd_config && \ echo "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \ echo "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf # Install OFED ENV OFED_VERSION=5.2-2.2.3.0 ENV UBUNTU_VERSION=20.04 RUN cd /tmp && \ wget -q http://content.mellanox.com/ofed/MLNX_OFED-${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}* # Install OpenMPI ENV OPENMPI_VERSION=4.0.5 RUN cd /tmp && \ wget -q https://www.open-mpi.org/software/ompi/v4.0/downloads/openmpi-${OPENMPI_VERSION}.tar.gz && \ tar xzf openmpi-${OPENMPI_VERSION}.tar.gz && \ cd openmpi-${OPENMPI_VERSION} && \ ./configure --enable-orterun-prefix-by-default --with-ucx=/opt/ucx --enable-mca-no-build=btl-uct && \ make -j ${NUM_MAKE_JOBS} all && \ make install && \ ldconfig && \ rm -rf /tmp/openmpi-${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 AOCC compiler RUN cd /tmp && \ 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 RUN cd /tmp && \ 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 ENV PATH="${PATH}:/opt/rocm/hip/bin/" \ LD_LIBRARY_PATH="/usr/local/lib/:${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 WORKDIR ${SB_HOME} ADD third_party third_party RUN make ROCBLAS_BRANCH=release/rocm-rel-5.1 -C third_party rocm -o rocm_hipblaslt -o megatron_deepspeed -o megatron_lm ADD . . RUN python3 -m pip install --no-cache-dir .[amdworker] && \ make cppbuild && \ make postinstall && \ rm -rf .git