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: v3.9a 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 \ jq \ libaio-dev \ libboost-program-options-dev \ libcap2 \ libpci-dev \ libtinfo5 \ libtool \ lshw \ net-tools \ libnuma-dev \ libssl-dev \ numactl \ openssh-client \ openssh-server \ pciutils \ 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 ENV CMAKE_REPO="https://github.com/Kitware/CMake/releases/download/v3.23.1/" RUN wget -nv ${CMAKE_REPO}/cmake-${CMAKE_VERSION}.tar.gz && \ tar -xvf cmake-${CMAKE_VERSION}.tar.gz && \ cd cmake-${CMAKE_VERSION} && \ ./bootstrap --prefix=/usr --no-system-curl --parallel=16 && \ make -j16 && \ sudo make install && \ cd .. && \ rm -rf cmake-${CMAKE_VERSION}.tar.gz cmake-${CMAKE_VERSION} # Install Docker ENV DOCKER_VERSION=20.10.8 RUN cd /tmp && \ wget https://download.docker.com/linux/static/stable/x86_64/docker-${DOCKER_VERSION}.tgz -O docker.tgz && \ tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \ rm docker.tgz # Update system config RUN mkdir -p /root/.ssh && \ touch /root/.ssh/authorized_keys && \ mkdir -p /var/run/sshd && \ sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*Port.*/Port 22/" /etc/ssh/sshd_config && \ echo -e "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \ echo -e "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf # Install OFED ENV OFED_VERSION=5.2-2.2.3.0 ENV UBUNTU_VERSION=20.04 RUN cd /tmp && \ wget -q http://content.mellanox.com/ofed/MLNX_OFED-${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 && \ curl https://www.intel.com/content/dam/develop/external/us/en/documents/mlc_v3.9a.tgz -o mlc.tgz && \ tar xzvf mlc.tgz Linux/mlc && \ cp ./Linux/mlc /usr/local/bin/ && \ rm -rf ./Linux mlc.tgz # Install rccl with commitid 6707a27 RUN cd /tmp && \ git clone https://github.com/ROCmSoftwarePlatform/rccl.git && \ cd rccl && git checkout 6707a27 && \ mkdir build && cd build && \ CXX=/opt/rocm/bin/hipcc cmake -DCMAKE_INSTALL_PREFIX=/usr/local .. && \ make && make install && \ cd /tmp && \ rm -rf rccl 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 WORKDIR ${SB_HOME} ADD third_party third_party RUN make ROCBLAS_BRANCH=release/rocm-rel-5.1 -C third_party rocm ADD . . RUN python3 -m pip install .[torch,ort] && \ make cppbuild && \ make postinstall