gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0 linux/amd64

gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0 - 国内下载镜像源 浏览次数:56
使用docker容器镜像gcr.io/kubeflow-ci/tf-mnist-with-summaries可以获取以下信息：

此镜像基于TensorFlow，用于训练MNIST图像识别模型，同时生成关于训练过程的 summersries

该镜像包含TensorFlow的最新版本，并且预置了一些常用参数和Hyperparameter

镜像大小约为2GB，支持多核处理器和GPU计算

该镜像主要用于机 Learning、深度学习等领域的研究和开发

源镜像 gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0
国内镜像 swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0
镜像ID sha256:b78c0a8fdb4172ae91aafb2c6c643fe6409ad5da8e3797c4d1e4653249dc13c3
镜像TAG 1.0
大小 1.28GB
镜像源 gcr.io
CMD
启动入口 python /var/tf_mnist/mnist_with_summaries.py
工作目录 /notebooks
OS/平台 linux/amd64
浏览量 56 次
贡献者
镜像创建 2018-11-30T23:39:03.528735294Z
同步时间 2024-10-25 11:24
更新时间 2024-11-22 07:14
开放端口
6006/tcp 8888/tcp
环境变量
PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
镜像标签
Craig Citro <craigcitro@google.com>: maintainer
镜像安全扫描 查看Trivy扫描报告

系统OS: ubuntu 16.04 扫描引擎: Trivy 扫描时间: 2024-10-27 23:24

低危漏洞:465 中危漏洞:757 高危漏洞:187 严重漏洞:20
gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0 (ubuntu 16.04) (ubuntu) Python (python-pkg)

Docker拉取命令 无权限下载?点我修复 

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0  gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0

Containerd拉取命令 

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0  gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0

Shell快速替换命令 

sed -i 's#gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0#' deployment.yaml

Ansible快速分发-Docker 

#ansible k8s -m shell -a 'docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0  gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0'

Ansible快速分发-Containerd 

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0  gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0'

镜像历史

大小 创建时间 层信息
0.00B 2018-12-01 07:39:03 /bin/sh -c #(nop) ENTRYPOINT ["python" "/var/tf_mnist/mnist_with_summaries.py"]
22.82MB 2018-12-01 07:39:00 /bin/sh -c #(nop) ADD dir:3ceea5b4770f30547602a0b9ee2a659539b4993e44fb5c475bde8454d745ec93 in /var/tf_mnist
0.00B 2018-09-26 14:19:12 /bin/sh -c #(nop) CMD ["/run_jupyter.sh" "--allow-root"]
0.00B 2018-09-26 14:19:12 /bin/sh -c #(nop) WORKDIR /notebooks
0.00B 2018-09-26 14:19:12 /bin/sh -c #(nop) EXPOSE 8888
0.00B 2018-09-26 14:19:11 /bin/sh -c #(nop) EXPOSE 6006
733.00B 2018-09-26 14:19:11 /bin/sh -c #(nop) COPY file:523b42812b104f4125ce45b39e5f2ac799d152e0e2273679f6ad1f33f1034a9a in /
400.25KB 2018-09-26 14:19:11 /bin/sh -c #(nop) COPY dir:9897f6efe5f4083a20692fbe2a6b85d29dc8fe824bed19c2348266539b517b8e in /notebooks
1.22KB 2018-09-26 14:19:11 /bin/sh -c #(nop) COPY file:dac14f32d734cc9ab12beee32539745afb38d7998443ad50f181a019b0a3e9e5 in /root/.jupyter/
341.04MB 2018-09-26 14:19:09 /bin/sh -c pip --no-cache-dir install /tensorflow-1.11.0-cp27-cp27mu-manylinux1_x86_64.whl
62.97MB 2018-09-26 14:18:51 /bin/sh -c #(nop) COPY file:bbe68778decbd858c4297f157b93d54af11ea176008aedb88cd1022982485648 in /
368.20MB 2018-09-26 14:18:49 /bin/sh -c pip --no-cache-dir install Pillow h5py ipykernel jupyter keras_applications==1.0.5 keras_preprocessing==1.0.3 matplotlib numpy pandas scipy sklearn && python -m ipykernel.kernelspec
12.95MB 2018-09-26 14:18:17 /bin/sh -c curl -O https://bootstrap.pypa.io/get-pip.py && python get-pip.py && rm get-pip.py
356.25MB 2018-09-26 14:18:11 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends build-essential curl libfreetype6-dev libhdf5-serial-dev libpng12-dev libzmq3-dev pkg-config python python-dev rsync software-properties-common unzip && apt-get clean && rm -rf /var/lib/apt/lists/*
0.00B 2018-09-26 14:17:24 /bin/sh -c #(nop) LABEL maintainer=Craig Citro <craigcitro@google.com>
0.00B 2018-09-06 06:20:57 /bin/sh -c #(nop) CMD ["/bin/bash"]
7.00B 2018-09-06 06:20:57 /bin/sh -c mkdir -p /run/systemd && echo 'docker' > /run/systemd/container
2.76KB 2018-09-06 06:20:57 /bin/sh -c sed -i 's/^#\s*\(deb.*universe\)$/\1/g' /etc/apt/sources.list
0.00B 2018-09-06 06:20:56 /bin/sh -c rm -rf /var/lib/apt/lists/*
745.00B 2018-09-06 06:20:55 /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
114.99MB 2018-09-06 06:20:55 /bin/sh -c #(nop) ADD file:a83ab1826f43e88bc0d3ab6230f14cb9b2dacab70c762c3bfc555eda733b292c in /

镜像信息 

{
    "Id": "sha256:b78c0a8fdb4172ae91aafb2c6c643fe6409ad5da8e3797c4d1e4653249dc13c3",
    "RepoTags": [
        "gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0"
    ],
    "RepoDigests": [
        "gcr.io/kubeflow-ci/tf-mnist-with-summaries@sha256:5c3181c3a97bc6f88fab204d4ac19ea12413b192953e21dc0ed07e7b821ddbe2",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/gcr.io/kubeflow-ci/tf-mnist-with-summaries@sha256:5c3181c3a97bc6f88fab204d4ac19ea12413b192953e21dc0ed07e7b821ddbe2"
    ],
    "Parent": "",
    "Comment": "",
    "Created": "2018-11-30T23:39:03.528735294Z",
    "Container": "",
    "ContainerConfig": null,
    "DockerVersion": "18.06.1-ce",
    "Author": "",
    "Config": {
        "Hostname": "",
        "Domainname": "",
        "User": "",
        "AttachStdin": false,
        "AttachStdout": false,
        "AttachStderr": false,
        "ExposedPorts": {
            "6006/tcp": {},
            "8888/tcp": {}
        },
        "Tty": false,
        "OpenStdin": false,
        "StdinOnce": false,
        "Env": [
            "PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
        ],
        "Cmd": null,
        "ArgsEscaped": true,
        "Image": "sha256:25b99d7f4f32d217b929be65bd41bab4107627bdb1d3a7d4aa3656dcd125aa63",
        "Volumes": null,
        "WorkingDir": "/notebooks",
        "Entrypoint": [
            "python",
            "/var/tf_mnist/mnist_with_summaries.py"
        ],
        "OnBuild": null,
        "Labels": {
            "maintainer": "Craig Citro \u003ccraigcitro@google.com\u003e"
        }
    },
    "Architecture": "amd64",
    "Os": "linux",
    "Size": 1279624013,
    "GraphDriver": {
        "Data": {
            "LowerDir": "/var/lib/docker/overlay2/cafce506205def876ef0f18754f5428bc98376e7817f8706c728b90f40cc82e0/diff:/var/lib/docker/overlay2/9f4f3d7c85bbe82319cb11d4afbad26df5d307c84406fe7567b4d2457a145ace/diff:/var/lib/docker/overlay2/6206ef1bd737bb259fcd39b70cde04d752da21b9165a32a6856e3eca2441ba6c/diff:/var/lib/docker/overlay2/0fc76f95e011f21bd01f244085637b694dbaa580d004a83278597829eaa753a3/diff:/var/lib/docker/overlay2/1b3746faf160aabc8357a01c8bb053bbc2ea8fd6452f7c5e74a3d87692c1c5af/diff:/var/lib/docker/overlay2/8e5b3ddf0d5c5b129200df76bb1d66ed969c409b3d505dde387d497749874e1f/diff:/var/lib/docker/overlay2/816256c050af8810d8dfc02741aaea0240f7454c3edf84c1a9644737fe7f6d73/diff:/var/lib/docker/overlay2/97add102ed7b4cf90c6975bc184f531510890e7fc8449a38680a03e1cb71d4ac/diff:/var/lib/docker/overlay2/4b4cda544a8712a77f5d3878a145c724d2db1234a59d762d8b0081563e2969d0/diff:/var/lib/docker/overlay2/7a688d25abdd02ecd9deccbf91dab98871238388c9637d64f8dce159a96c8b9a/diff:/var/lib/docker/overlay2/240bcf11cd7d07a86707836f0dbcf63e70c9b84205c9b01f52de8a6ffe71846c/diff:/var/lib/docker/overlay2/691af547ed618b56c14a74ae0eaa37fb29102bf8bb4d069348588a3e9bb0652f/diff:/var/lib/docker/overlay2/38e3e9f4ff0637b64d617e63c040c2590583bfa0079bea0baa573617e87a22be/diff",
            "MergedDir": "/var/lib/docker/overlay2/61bc50e5dbf9ac8b04d0b05630bc3ad3dcc3ff97a12d313fdd85579565a78796/merged",
            "UpperDir": "/var/lib/docker/overlay2/61bc50e5dbf9ac8b04d0b05630bc3ad3dcc3ff97a12d313fdd85579565a78796/diff",
            "WorkDir": "/var/lib/docker/overlay2/61bc50e5dbf9ac8b04d0b05630bc3ad3dcc3ff97a12d313fdd85579565a78796/work"
        },
        "Name": "overlay2"
    },
    "RootFS": {
        "Type": "layers",
        "Layers": [
            "sha256:8823818c474862932702f8a920abea43b2560ddceb910d145be9ba0eb149a643",
            "sha256:19d043c86cbcb68e4f8363bf0363a2110af6e627eb9051cda1e8fc6ce1e43d7f",
            "sha256:883eafdbe580e33bf34cb29e9c4c01a5fd7812f7ab93f9950cad1875e13e3915",
            "sha256:4775b2f378bb7a98f1d64d2af7ee14251acd027c115065691719367c739ef25a",
            "sha256:75b79e19929ce80a6ec6c059616338272fbac9173fdd5be1ee48b949261770cf",
            "sha256:b142d6e9b04c925cf05ed86833304645acf96b1349467881e0ced982abc72f9e",
            "sha256:4a8c90d004a6d9b964e252211bb5a8699671a491665f4ec2ee6cba330a183a1e",
            "sha256:3f485cf54531f9688038f3662d47c7952b8a8f3e223656939b933d73c5b30f09",
            "sha256:4529924d74d03112eb985627d26804f30ec4328c9c2e9ec709361ea3cfddf6ff",
            "sha256:5e83fdc8e87fdd676aa6b55b9a053448d18d306e24cbbdc1fc26b5e7a6e5d21c",
            "sha256:d3d39206a879fa0098dcba296dd95d94abdea64d8e656bf0ed9ed1f2681f9668",
            "sha256:3473c974751beb1d3b88784f7014abc31c5a4881657a7e1b949fd577542d6693",
            "sha256:cbabf806e034b03ddb87ca403f67521ac098eec3bca3f667ba9b5b0bb637dccc",
            "sha256:59fa4ffcafb6c7d7780ab3728964bccb8581e41ee5b5098b98a88c2abe4c6dd0"
        ]
    },
    "Metadata": {
        "LastTagTime": "2024-10-25T11:23:18.568014814+08:00"
    }
}

更多版本

gcr.io/kubeflow-ci/tf-mnist-with-summaries:1.0

linux/amd64 gcr.io1.28GB2024-10-25 11:24
55