FROM nvcr.io/nvidia/pytorch:20.12-py3 # OS: # - Ubuntu: 20.04 # - OpenMPI: 4.0.5 # - Docker Client: 20.10.8 # NVIDIA: # - CUDA: 11.1.1 # - cuDNN: 8.0.5 # - NCCL: v2.10.3-1 # Mellanox: # - OFED: 5.2-2.2.3.0 # - HPC-X: v2.8.3 # - NCCL RDMA SHARP plugins: 7cccbc1 # 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 \ jq \ libaio-dev \ libcap2 \ libnuma-dev \ libpci-dev \ libtinfo5 \ libtool \ lshw \ net-tools \ openssh-client \ openssh-server \ pciutils \ util-linux \ vim \ wget \ && \ apt-get autoremove && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* /tmp/* /opt/cmake-3.14.6-Linux-x86_64 ARG NUM_MAKE_JOBS= # Install Docker ENV DOCKER_VERSION=20.10.8 RUN cd /tmp && \ wget https://download.docker.com/linux/static/stable/x86_64/docker-${DOCKER_VERSION}.tgz -O docker.tgz && \ tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \ rm docker.tgz # Update system config RUN mkdir -p /root/.ssh && \ touch /root/.ssh/authorized_keys && \ mkdir -p /var/run/sshd && \ sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*Port.*/Port 22/" /etc/ssh/sshd_config && \ echo -e "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \ echo -e "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf # Install OFED ENV OFED_VERSION=5.2-2.2.3.0 RUN cd /tmp && \ wget -q http://content.mellanox.com/ofed/MLNX_OFED-${OFED_VERSION}/MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu20.04-x86_64.tgz && \ tar xzf MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu20.04-x86_64.tgz && \ MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu20.04-x86_64/mlnxofedinstall --user-space-only --without-fw-update --force --all && \ rm -rf /tmp/MLNX_OFED_LINUX-${OFED_VERSION}* # Install HPC-X RUN cd /opt && \ wget -q https://azhpcstor.blob.core.windows.net/azhpc-images-store/hpcx-v2.8.3-gcc-MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu20.04-x86_64.tbz && \ tar xf hpcx-v2.8.3-gcc-MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu20.04-x86_64.tbz && \ ln -s hpcx-v2.8.3-gcc-MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu20.04-x86_64 hpcx && \ rm hpcx-v2.8.3-gcc-MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu20.04-x86_64.tbz # Install NCCL RDMA SHARP plugins RUN cd /tmp && \ git clone https://github.com/Mellanox/nccl-rdma-sharp-plugins.git && \ cd nccl-rdma-sharp-plugins && \ git reset --hard 7cccbc1 && \ ./autogen.sh && \ ./configure --prefix=/usr/local --with-cuda=/usr/local/cuda && \ make -j ${NUM_MAKE_JOBS} && \ make install && \ cd /tmp && \ rm -rf nccl-rdma-sharp-plugins # Install NCCL patch RUN cd /tmp && \ git clone -b v2.10.3-1 https://github.com/NVIDIA/nccl.git && \ cd nccl && \ make -j ${NUM_MAKE_JOBS} src.build && \ make install && \ cd /tmp && \ rm -rf nccl # Install Intel MLC RUN cd /tmp && \ curl https://www.intel.com/content/dam/develop/external/us/en/documents/mlc_v3.9a.tgz -o mlc.tgz && \ tar xzvf mlc.tgz Linux/mlc && \ cp ./Linux/mlc /usr/local/bin/ && \ rm -rf ./Linux mlc.tgz ENV PATH="${PATH}" \ 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 -C third_party cuda ADD . . RUN python3 -m pip install .[nvidia,torch,ort] && \ make cppbuild && \ make postinstall