docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts linux/amd64

Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts  docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts  docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts

Shell快速替换命令

sed -i 's#leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts#' deployment.yaml

Ansible快速分发-Docker

#ansible k8s -m shell -a 'docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts  docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts  docker.io/leoxiao/openmpi3.1.2-cuda10.2-cudnn8-ubuntu18.04:pt1.8.1-lts'

镜像构建历史

# 2021-05-28 08:14:04  10.22GB 
/bin/sh -c conda install -c anaconda -y pip=20.1.1 &&     conda install pytorch torchvision torchaudio cudatoolkit=11.1 -c pytorch-lts -c nvidia
                        
# 2021-05-11 21:54:05  1.01MB 
/bin/sh -c #(nop) COPY multi:bc61aac6740df53152834c22b22aac2cc21c271714162d0d50603f70fa0b4df1 in / 
                        
# 2021-05-11 21:54:03  5.71MB 
/bin/sh -c mkdir /3p_src &&     mkdir /3p_src/git &&     cd /3p_src/git &&     wget https://codeload.github.com/git/git/tar.gz/v2.7.4
                        
# 2021-05-11 21:53:58  48.75MB 
/bin/sh -c apt-get update &&     apt-get install -y curl &&     curl https://packages.microsoft.com/keys/microsoft.asc | apt-key add - &&     curl https://packages.microsoft.com/config/ubuntu/18.04/prod.list > /etc/apt/sources.list.d/mssql-release.list &&     apt-get update &&     ACCEPT_EULA=Y apt-get install -y msodbcsql17
                        
# 2021-05-11 21:53:37  12.76MB 
/bin/sh -c mkdir /tmp/openmpi &&     cd /tmp/openmpi &&     wget https://download.open-mpi.org/release/open-mpi/v3.1/openmpi-${OPENMPI_VERSION}.tar.gz &&     tar zxf openmpi-${OPENMPI_VERSION}.tar.gz &&     cd openmpi-${OPENMPI_VERSION} &&     ./configure --enable-orterun-prefix-by-default &&     make -j $(nproc) all &&     make install &&     ldconfig &&     rm -rf /tmp/openmpi
                        
# 2021-05-11 21:41:33  0.00B 
/bin/sh -c #(nop)  ENV OPENMPI_VERSION=3.1.2
                        
# 2021-05-11 21:41:30  198.65MB 
/bin/sh -c wget -qO /tmp/miniconda.sh https://repo.continuum.io/miniconda/Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh &&     bash /tmp/miniconda.sh -bf -p /opt/miniconda &&     conda clean -ay &&     rm -rf /opt/miniconda/pkgs &&     rm /tmp/miniconda.sh &&     find / -type d -name __pycache__ | xargs rm -rf
                        
# 2021-05-11 21:41:06  0.00B 
/bin/sh -c #(nop)  ENV PATH=/opt/miniconda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
                        
# 2021-05-11 21:41:04  0.00B 
/bin/sh -c #(nop)  ENV MINICONDA_VERSION=py37_4.9.2
                        
# 2021-05-11 21:41:02  0.00B 
/bin/sh -c #(nop)  EXPOSE 5001 8883 8888
                        
# 2021-05-11 21:40:59  0.00B 
/bin/sh -c #(nop)  ENV WORKER_TIMEOUT=300
                        
# 2021-05-11 21:40:57  0.00B 
/bin/sh -c #(nop)  ENV SVDIR=/var/runit
                        
# 2021-05-11 21:40:55  16.70MB 
/bin/sh -c /var/requirements/install_system_requirements.sh &&     cp /var/configuration/rsyslog.conf /etc/rsyslog.conf &&     cp /var/configuration/nginx.conf /etc/nginx/sites-available/app &&     ln -s /etc/nginx/sites-available/app /etc/nginx/sites-enabled/app &&     rm -f /etc/nginx/sites-enabled/default
                        
# 2021-05-11 21:40:23  72.93MB 
/bin/sh -c #(nop) COPY dir:690a104baed2f41b2cba13f60e798f5c71ba1e57e18622cc7b6ed7038f541ce0 in /var/ 
                        
# 2021-05-11 21:40:15  1.85GB 
/bin/sh -c apt-get update &&     apt-get install -y --no-install-recommends     libmlx4-1     libmlx5-1     librdmacm1     libibverbs1     libmthca1     libdapl2     dapl2-utils     openssh-client     openssh-server     redis     iproute2 &&     apt-get install -y     build-essential     bzip2     libbz2-1.0     systemd     git     wget     cpio     libsm6     libxext6     libxrender-dev     libssl1.0.0     linux-image-aws     linux-image-azure     linux-image-generic     linux-image-kvm     linux-image-lowlatency     linux-image-virtual     linux-image-gke     linux-image-oem     slapd     perl     ca-certificates     libzstd1     libglib2.0-0     libnettle6     fuse &&     apt-get clean -y &&     rm -rf /var/lib/apt/lists/*
                        
# 2021-05-11 21:36:09  0.00B 
/bin/sh -c #(nop)  ENV HOROVOD_GPU_ALLREDUCE=NCCL
                        
# 2021-05-11 21:36:07  0.00B 
/bin/sh -c #(nop)  ENV NCCL_DEBUG=INFO
                        
# 2021-05-11 21:36:05  0.00B 
/bin/sh -c #(nop)  ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64
                        
# 2021-05-11 21:36:04  0.00B 
/bin/sh -c #(nop)  ENV DEBIAN_FRONTEND=noninteractive
                        
# 2021-05-11 21:36:03  0.00B 
/bin/sh -c #(nop)  ENV LANG=C.UTF-8 LC_ALL=C.UTF-8
                        
# 2021-05-11 21:36:02  0.00B 
/bin/sh -c #(nop)  ENV com.nvidia.volumes.needed=nvidia_driver
                        
# 2021-05-11 21:36:01  0.00B 
/bin/sh -c #(nop)  ENV com.nvidia.cuda.version=10.2.89
                        
# 2021-05-11 21:36:00  0.00B 
/bin/sh -c #(nop)  USER root:root
                        
# 2021-04-23 06:52:09  2.10GB 执行命令并创建新的镜像层
RUN /bin/sh -c apt-get update && apt-get install -y --no-install-recommends     libcudnn8=$CUDNN_VERSION-1+cuda10.2     libcudnn8-dev=$CUDNN_VERSION-1+cuda10.2     && apt-mark hold libcudnn8 &&     rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2021-04-23 06:52:09  0.00B 添加元数据标签
LABEL com.nvidia.cudnn.version=8.2.0.53
                        
# 2021-04-23 06:52:09  0.00B 设置环境变量 CUDNN_VERSION
ENV CUDNN_VERSION=8.2.0.53
                        
# 2021-04-23 06:52:09  0.00B 添加元数据标签
LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>
                        
# 2021-04-20 15:20:13  0.00B 设置环境变量 LIBRARY_PATH
ENV LIBRARY_PATH=/usr/local/cuda/lib64/stubs
                        
# 2021-04-20 15:20:13  1.66GB 执行命令并创建新的镜像层
RUN /bin/sh -c apt-get update && apt-get install -y --no-install-recommends     cuda-nvml-dev-$CUDA_PKG_VERSION     cuda-command-line-tools-$CUDA_PKG_VERSION     cuda-nvprof-$CUDA_PKG_VERSION     cuda-npp-dev-$CUDA_PKG_VERSION     cuda-libraries-dev-$CUDA_PKG_VERSION     cuda-minimal-build-$CUDA_PKG_VERSION     libcublas-dev=10.2.2.89-1     libnccl-dev=2.9.6-1+cuda10.2     && apt-mark hold libnccl-dev     && rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2021-04-20 15:20:13  0.00B 设置环境变量 NCCL_VERSION
ENV NCCL_VERSION=2.9.6
                        
# 2021-04-20 15:20:13  0.00B 添加元数据标签
LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>
                        
# 2021-04-20 15:18:10  1.19GB 执行命令并创建新的镜像层
RUN /bin/sh -c apt-get update && apt-get install -y --no-install-recommends     cuda-libraries-$CUDA_PKG_VERSION     cuda-npp-$CUDA_PKG_VERSION     cuda-nvtx-$CUDA_PKG_VERSION     libcublas10=10.2.2.89-1     libnccl2=$NCCL_VERSION-1+cuda10.2     && apt-mark hold libnccl2     && rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2021-04-20 15:18:10  0.00B 设置环境变量 NCCL_VERSION
ENV NCCL_VERSION=2.9.6
                        
# 2021-04-20 15:18:10  0.00B 添加元数据标签
LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>
                        
# 2021-04-20 15:18:10  0.00B 设置环境变量 NVIDIA_REQUIRE_CUDA brand brand brand brand
ENV NVIDIA_REQUIRE_CUDA=cuda>=10.2 brand=tesla,driver>=396,driver<397 brand=tesla,driver>=410,driver<411 brand=tesla,driver>=418,driver<419 brand=tesla,driver>=440,driver<441
                        
# 2021-04-20 15:18:10  0.00B 设置环境变量 NVIDIA_DRIVER_CAPABILITIES
ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
                        
# 2021-04-20 15:18:10  0.00B 设置环境变量 NVIDIA_VISIBLE_DEVICES
ENV NVIDIA_VISIBLE_DEVICES=all
                        
# 2021-04-20 15:18:10  16.05KB 复制新文件或目录到容器中
COPY NGC-DL-CONTAINER-LICENSE / # buildkit
                        
# 2021-04-20 15:18:10  0.00B 设置环境变量 LD_LIBRARY_PATH
ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64
                        
# 2021-04-20 15:18:10  0.00B 设置环境变量 PATH
ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
                        
# 2021-04-20 15:18:10  46.00B 执行命令并创建新的镜像层
RUN /bin/sh -c echo "/usr/local/nvidia/lib" >> /etc/ld.so.conf.d/nvidia.conf &&     echo "/usr/local/nvidia/lib64" >> /etc/ld.so.conf.d/nvidia.conf # buildkit
                        
# 2021-04-20 15:18:10  27.18MB 执行命令并创建新的镜像层
RUN /bin/sh -c apt-get update && apt-get install -y --no-install-recommends     cuda-cudart-$CUDA_PKG_VERSION     cuda-compat-10-2     && ln -s cuda-10.2 /usr/local/cuda &&     rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2021-04-20 11:31:55  0.00B 设置环境变量 CUDA_PKG_VERSION
ENV CUDA_PKG_VERSION=10-2=10.2.89-1
                        
# 2021-04-20 11:31:55  0.00B 设置环境变量 CUDA_VERSION
ENV CUDA_VERSION=10.2.89
                        
# 2021-04-20 11:31:55  16.53MB 执行命令并创建新的镜像层
RUN /bin/sh -c apt-get update && apt-get install -y --no-install-recommends     gnupg2 curl ca-certificates &&     curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub | apt-key add - &&     echo "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 /" > /etc/apt/sources.list.d/cuda.list &&     echo "deb https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 /" > /etc/apt/sources.list.d/nvidia-ml.list &&     apt-get purge --autoremove -y curl     && rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2021-04-20 11:31:55  0.00B 添加元数据标签
LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>
                        
# 2021-03-26 06:33:02  0.00B 
/bin/sh -c #(nop)  CMD ["/bin/bash"]
                        
# 2021-03-26 06:33:01  7.00B 
/bin/sh -c mkdir -p /run/systemd && echo 'docker' > /run/systemd/container
                        
# 2021-03-26 06:33:00  0.00B 
/bin/sh -c [ -z "$(apt-get indextargets)" ]
                        
# 2021-03-26 06:32:59  745.00B 
/bin/sh -c set -xe 		&& echo '#!/bin/sh' > /usr/sbin/policy-rc.d 	&& echo 'exit 101' >> /usr/sbin/policy-rc.d 	&& chmod +x /usr/sbin/policy-rc.d 		&& dpkg-divert --local --rename --add /sbin/initctl 	&& cp -a /usr/sbin/policy-rc.d /sbin/initctl 	&& sed -i 's/^exit.*/exit 0/' /sbin/initctl 		&& echo 'force-unsafe-io' > /etc/dpkg/dpkg.cfg.d/docker-apt-speedup 		&& echo 'DPkg::Post-Invoke { "rm -f /var/cache/apt/archives/*.deb /var/cache/apt/archives/partial/*.deb /var/cache/apt/*.bin || true"; };' > /etc/apt/apt.conf.d/docker-clean 	&& echo 'APT::Update::Post-Invoke { "rm -f /var/cache/apt/archives/*.deb /var/cache/apt/archives/partial/*.deb /var/cache/apt/*.bin || true"; };' >> /etc/apt/apt.conf.d/docker-clean 	&& echo 'Dir::Cache::pkgcache ""; Dir::Cache::srcpkgcache "";' >> /etc/apt/apt.conf.d/docker-clean 		&& echo 'Acquire::Languages "none";' > /etc/apt/apt.conf.d/docker-no-languages 		&& echo 'Acquire::GzipIndexes "true"; Acquire::CompressionTypes::Order:: "gz";' > /etc/apt/apt.conf.d/docker-gzip-indexes 		&& echo 'Apt::AutoRemove::SuggestsImportant "false";' > /etc/apt/apt.conf.d/docker-autoremove-suggests
                        
# 2021-03-26 06:32:58  63.26MB 
/bin/sh -c #(nop) ADD file:e80ae8d359b484dac5346f98c549abc694e1d0c87e1d9753d495aed4d9c8b2b3 in / 
                        
                    

镜像信息

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        "Tty": false,
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        "Env": [
            "PATH=/opt/miniconda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin",
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            "CUDA_PKG_VERSION=10-2=10.2.89-1",
            "LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64",
            "NVIDIA_VISIBLE_DEVICES=all",
            "NVIDIA_DRIVER_CAPABILITIES=compute,utility",
            "NVIDIA_REQUIRE_CUDA=cuda\u003e=10.2 brand=tesla,driver\u003e=396,driver\u003c397 brand=tesla,driver\u003e=410,driver\u003c411 brand=tesla,driver\u003e=418,driver\u003c419 brand=tesla,driver\u003e=440,driver\u003c441",
            "NCCL_VERSION=2.9.6",
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            "com.nvidia.volumes.needed=nvidia_driver",
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            "HOROVOD_GPU_ALLREDUCE=NCCL",
            "SVDIR=/var/runit",
            "WORKER_TIMEOUT=300",
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            "OPENMPI_VERSION=3.1.2"
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