Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter  docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter  docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter

Shell快速替换命令

sed -i 's#tensorflow/tensorflow:1.15.5-gpu-jupyter#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter#' 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/tensorflow/tensorflow:1.15.5-gpu-jupyter && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter  docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter  docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter'

镜像构建历史

# 2021-01-07 02:40:36  0.00B 
/bin/bash -c #(nop)  CMD ["bash" "-c" "source /etc/bash.bashrc && jupyter notebook --notebook-dir=/tf --ip 0.0.0.0 --no-browser --allow-root"]
                        
# 2021-01-07 02:40:36  3.42KB 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c ${PYTHON} -m ipykernel.kernelspec
                        
# 2021-01-07 02:40:35  0.00B 
/bin/bash -c #(nop)  EXPOSE 8888
                        
# 2021-01-07 02:40:35  0.00B 
/bin/bash -c #(nop) WORKDIR /tf
                        
# 2021-01-07 02:40:35  1.46MB 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c apt-get autoremove -y && apt-get remove -y wget
                        
# 2021-01-07 02:40:31  69.00B 
/bin/bash -c #(nop) COPY file:7bc7e4b8c1418d5388b95fe63c567bed20704a669789915d6a13f3c2fa5b9bf3 in README.md 
                        
# 2021-01-07 02:40:31  26.86KB 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c wget https://raw.githubusercontent.com/tensorflow/docs/r1.15/site/en/tutorials/keras/basic_text_classification.ipynb
                        
# 2021-01-07 02:40:31  31.26KB 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c wget https://raw.githubusercontent.com/tensorflow/docs/r1.15/site/en/tutorials/keras/basic_classification.ipynb
                        
# 2021-01-07 02:40:30  0.00B 
/bin/bash -c #(nop) WORKDIR /tf/tensorflow-tutorials
                        
# 2021-01-07 02:40:30  2.03MB 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c apt-get install -y --no-install-recommends wget
                        
# 2021-01-07 02:40:27  0.00B 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c mkdir /.local && chmod a+rwx /.local
                        
# 2021-01-07 02:40:26  0.00B 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c mkdir -p /tf/tensorflow-tutorials && chmod -R a+rwx /tf/
                        
# 2021-01-07 02:40:26  96.00B 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c jupyter serverextension enable --py jupyter_http_over_ws
                        
# 2021-01-07 02:40:25  148.37KB 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c ${PIP} install jupyter_http_over_ws
                        
# 2021-01-07 02:40:22  169.95MB 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c ${PIP} install jupyter matplotlib
                        
# 2021-01-07 02:39:50  1.77KB 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c chmod a+rwx /etc/bash.bashrc
                        
# 2021-01-07 02:39:49  1.77KB 
/bin/bash -c #(nop) COPY file:da7319f468506ee9caec5042e533f30e76c6d3ff2b946f407b3b1e65846edd66 in /etc/bash.bashrc 
                        
# 2021-01-07 02:39:41  1.91GB 
|9 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 TF_PACKAGE=tensorflow-gpu TF_PACKAGE_VERSION=1.15.5 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c ${PIP} install ${TF_PACKAGE}${TF_PACKAGE_VERSION:+==${TF_PACKAGE_VERSION}}
                        
# 2021-01-07 02:38:45  0.00B 
/bin/bash -c #(nop)  ARG TF_PACKAGE_VERSION=
                        
# 2021-01-07 02:38:45  0.00B 
/bin/bash -c #(nop)  ARG TF_PACKAGE=tensorflow
                        
# 2021-01-07 02:38:45  16.00B 
|7 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c ln -s $(which ${PYTHON}) /usr/local/bin/python
                        
# 2021-01-07 02:38:45  15.49MB 
|7 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c ${PIP} --no-cache-dir install --upgrade     pip     setuptools
                        
# 2021-01-07 02:38:39  134.26MB 
|7 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 PIP=pip3 PYTHON=python3 USE_PYTHON_3_NOT_2=1 _PY_SUFFIX=3 /bin/bash -c apt-get update && apt-get install -y     ${PYTHON}     ${PYTHON}-pip
                        
# 2021-01-07 02:38:19  0.00B 
/bin/bash -c #(nop)  ENV LANG=C.UTF-8
                        
# 2021-01-07 02:38:19  0.00B 
/bin/bash -c #(nop)  ARG PIP=pip3
                        
# 2021-01-07 02:38:19  0.00B 
/bin/bash -c #(nop)  ARG PYTHON=python3
                        
# 2021-01-07 02:38:19  0.00B 
/bin/bash -c #(nop)  ARG _PY_SUFFIX=3
                        
# 2021-01-07 02:38:19  0.00B 
/bin/bash -c #(nop)  ARG USE_PYTHON_3_NOT_2
                        
# 2021-01-07 02:38:19  31.18KB 
|3 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 /bin/bash -c ln -s /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/stubs/libcuda.so.1     && echo "/usr/local/cuda/lib64/stubs" > /etc/ld.so.conf.d/z-cuda-stubs.conf     && ldconfig
                        
# 2021-01-07 02:38:18  0.00B 
/bin/bash -c #(nop)  ENV LD_LIBRARY_PATH=/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/lib64:/usr/local/nvidia/lib:/usr/local/nvidia/lib64
                        
# 2021-01-07 02:38:18  159.84MB 
|3 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 /bin/bash -c [ ${ARCH} = ppc64le ] || (apt-get update &&         apt-get install -y --no-install-recommends libnvinfer5=5.1.5-1+cuda${CUDA}         && apt-get clean         && rm -rf /var/lib/apt/lists/*)
                        
# 2021-01-07 02:38:02  1.28GB 
|3 ARCH= CUDA=10.0 CUDNN=7.6.2.24-1 /bin/bash -c apt-get update && apt-get install -y --no-install-recommends         build-essential         cuda-command-line-tools-${CUDA/./-}         cuda-cublas-${CUDA/./-}         cuda-cufft-${CUDA/./-}         cuda-curand-${CUDA/./-}         cuda-cusolver-${CUDA/./-}         cuda-cusparse-${CUDA/./-}         curl         libcudnn7=${CUDNN}+cuda${CUDA}         libfreetype6-dev         libhdf5-serial-dev         libzmq3-dev         pkg-config         software-properties-common         unzip
                        
# 2021-01-07 02:36:44  0.00B 
/bin/bash -c #(nop)  SHELL [/bin/bash -c]
                        
# 2021-01-07 02:36:44  0.00B 
/bin/sh -c #(nop)  ARG CUDNN=7.6.2.24-1
                        
# 2021-01-07 02:36:44  0.00B 
/bin/sh -c #(nop)  ARG CUDA
                        
# 2021-01-07 02:36:43  0.00B 
/bin/sh -c #(nop)  ARG ARCH
                        
# 2020-10-01 10:10:46  0.00B 设置环境变量 NVIDIA_REQUIRE_CUDA brand brand
ENV NVIDIA_REQUIRE_CUDA=cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411
                        
# 2020-10-01 10:10:46  0.00B 设置环境变量 NVIDIA_DRIVER_CAPABILITIES
ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
                        
# 2020-10-01 10:10:46  0.00B 设置环境变量 NVIDIA_VISIBLE_DEVICES
ENV NVIDIA_VISIBLE_DEVICES=all
                        
# 2020-10-01 10:10:46  0.00B 设置环境变量 LD_LIBRARY_PATH
ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64
                        
# 2020-10-01 10:10:46  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
                        
# 2020-10-01 10:10:46  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
                        
# 2020-10-01 10:10:45  29.18MB 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-10-0     && ln -s cuda-10.0 /usr/local/cuda &&     rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2020-10-01 10:04:09  0.00B 设置环境变量 CUDA_PKG_VERSION
ENV CUDA_PKG_VERSION=10-0=10.0.130-1
                        
# 2020-10-01 10:04:09  0.00B 设置环境变量 CUDA_VERSION
ENV CUDA_VERSION=10.0.130
                        
# 2020-10-01 10:04:09  16.52MB 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
                        
# 2020-10-01 10:04:09  0.00B 添加元数据标签
LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>
                        
# 2020-09-26 06:33:52  0.00B 
/bin/sh -c #(nop)  CMD ["/bin/bash"]
                        
# 2020-09-26 06:33:52  7.00B 
/bin/sh -c mkdir -p /run/systemd && echo 'docker' > /run/systemd/container
                        
# 2020-09-26 06:33:51  0.00B 
/bin/sh -c [ -z "$(apt-get indextargets)" ]
                        
# 2020-09-26 06:33:50  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
                        
# 2020-09-26 06:33:49  63.24MB 
/bin/sh -c #(nop) ADD file:4974bb5483c392fb54a35f3799802d623d14632747493dce5feb4d435634b4ac in / 
                        
                    

镜像信息

{
    "Id": "sha256:bd975da2406817625a8d0bf42109b9ed81af705d43e26db1a86e2203ec23bd9c",
    "RepoTags": [
        "tensorflow/tensorflow:1.15.5-gpu-jupyter",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:1.15.5-gpu-jupyter"
    ],
    "RepoDigests": [
        "tensorflow/tensorflow@sha256:5f2338b5816cd73ea82233e2dd1ee0d8e2ebf539e1e8b5741641c1e082897521",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow@sha256:5f2338b5816cd73ea82233e2dd1ee0d8e2ebf539e1e8b5741641c1e082897521"
    ],
    "Parent": "",
    "Comment": "",
    "Created": "2021-01-06T18:40:36.693645356Z",
    "Container": "",
    "ContainerConfig": null,
    "DockerVersion": "19.03.13",
    "Author": "",
    "Config": {
        "Hostname": "",
        "Domainname": "",
        "User": "",
        "AttachStdin": false,
        "AttachStdout": false,
        "AttachStderr": false,
        "ExposedPorts": {
            "8888/tcp": {}
        },
        "Tty": false,
        "OpenStdin": false,
        "StdinOnce": false,
        "Env": [
            "PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin",
            "CUDA_VERSION=10.0.130",
            "CUDA_PKG_VERSION=10-0=10.0.130-1",
            "LD_LIBRARY_PATH=/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/lib64:/usr/local/nvidia/lib:/usr/local/nvidia/lib64",
            "NVIDIA_VISIBLE_DEVICES=all",
            "NVIDIA_DRIVER_CAPABILITIES=compute,utility",
            "NVIDIA_REQUIRE_CUDA=cuda\u003e=10.0 brand=tesla,driver\u003e=384,driver\u003c385 brand=tesla,driver\u003e=410,driver\u003c411",
            "LANG=C.UTF-8"
        ],
        "Cmd": [
            "bash",
            "-c",
            "source /etc/bash.bashrc \u0026\u0026 jupyter notebook --notebook-dir=/tf --ip 0.0.0.0 --no-browser --allow-root"
        ],
        "Image": "sha256:cda22e35f96536deb2a238b48b717818bcbfb514490380879b6479c16e361a58",
        "Volumes": null,
        "WorkingDir": "/tf",
        "Entrypoint": null,
        "OnBuild": null,
        "Labels": {
            "maintainer": "NVIDIA CORPORATION \u003ccudatools@nvidia.com\u003e"
        },
        "Shell": [
            "/bin/bash",
            "-c"
        ]
    },
    "Architecture": "amd64",
    "Os": "linux",
    "Size": 3778651514,
    "GraphDriver": {
        "Data": {
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            "MergedDir": "/var/lib/docker/overlay2/491e7ce297b1de455049499f423f1a194ed539713c500bd4fbd24d5c5e768375/merged",
            "UpperDir": "/var/lib/docker/overlay2/491e7ce297b1de455049499f423f1a194ed539713c500bd4fbd24d5c5e768375/diff",
            "WorkDir": "/var/lib/docker/overlay2/491e7ce297b1de455049499f423f1a194ed539713c500bd4fbd24d5c5e768375/work"
        },
        "Name": "overlay2"
    },
    "RootFS": {
        "Type": "layers",
        "Layers": [
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