docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter linux/amd64

docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter - 国内下载镜像源 浏览次数:87

TensorFlow Docker 镜像

这是一个由 Google 维护的 Docker 镜像,包含 TensorFlow 框架,用于机器学习和深度学习。它提供了一个预先配置的环境,可以轻松地运行 TensorFlow 代码,并包含必要的依赖项和库。

该镜像提供多种版本的 TensorFlow,以及其他工具和库,例如 CUDA 和 cuDNN,用于 GPU 加速。

使用该镜像,您可以快速启动一个 TensorFlow 环境,无需手动安装所有必要的依赖项。它适用于开发、测试和部署 TensorFlow 模型。

您可以通过以下命令拉取该镜像:

docker pull docker.io/tensorflow/tensorflow
源镜像 docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter
国内镜像 swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter
镜像ID sha256:4997dcd82fc0803fc7e4e8d6a24d01c75f1fee65cbd6e10496287ad83d39e135
镜像TAG 2.18.0rc1-jupyter
大小 2.24GB
镜像源 docker.io
项目信息 Docker-Hub主页 🚀项目TAG 🚀
CMD bash -c source /etc/bash.bashrc && jupyter notebook --notebook-dir=/tf --ip 0.0.0.0 --no-browser --allow-root
启动入口
工作目录 /tf
OS/平台 linux/amd64
浏览量 87 次
贡献者
镜像创建 2024-10-08T12:45:53.303969221Z
同步时间 2024-10-12 14:05
更新时间 2024-11-21 15:18
开放端口
8888/tcp
环境变量
PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin DEBIAN_FRONTEND=noninteractive LANG=C.UTF-8
镜像标签
ubuntu: org.opencontainers.image.ref.name 22.04: org.opencontainers.image.version

Docker拉取命令 无权限下载?点我修复

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter  docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter  docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter

Shell快速替换命令

sed -i 's#tensorflow/tensorflow:2.18.0rc1-jupyter#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:2.18.0rc1-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:2.18.0rc1-jupyter && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter  docker.io/tensorflow/tensorflow:2.18.0rc1-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:2.18.0rc1-jupyter && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter  docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter'

镜像历史

大小 创建时间 层信息
0.00B 2024-10-08 20:45:53 CMD ["bash" "-c" "source /etc/bash.bashrc && jupyter notebook --notebook-dir=/tf --ip 0.0.0.0 --no-browser --allow-root"]
0.00B 2024-10-08 20:45:53 EXPOSE map[8888/tcp:{}]
0.00B 2024-10-08 20:45:53 WORKDIR /tf
69.00B 2024-10-08 20:45:53 COPY jupyter.readme.md /tf/tensorflow-tutorials/README.md # buildkit
73.58MB 2024-10-08 20:45:53 RUN |2 PYTHON_VERSION=python3.11 TENSORFLOW_PACKAGE=tensorflow-cpu==2.18.0rc1 /bin/sh -c /setup.jupyter.sh # buildkit
249.03MB 2024-10-08 20:45:40 RUN |2 PYTHON_VERSION=python3.11 TENSORFLOW_PACKAGE=tensorflow-cpu==2.18.0rc1 /bin/sh -c python3 -m pip install --no-cache-dir -r /jupyter.requirements.txt -U # buildkit
994.00B 2024-10-08 20:45:20 COPY setup.jupyter.sh /setup.jupyter.sh # buildkit
40.00B 2024-10-08 20:45:20 COPY jupyter.requirements.txt /jupyter.requirements.txt # buildkit
1.92KB 2024-10-08 20:44:01 RUN |2 PYTHON_VERSION=python3.11 TENSORFLOW_PACKAGE=tensorflow-cpu==2.18.0rc1 /bin/sh -c chmod a+rwx /etc/bash.bashrc # buildkit
1.92KB 2024-10-08 20:44:01 COPY bashrc /etc/bash.bashrc # buildkit
1.30GB 2024-10-08 20:44:01 RUN |2 PYTHON_VERSION=python3.11 TENSORFLOW_PACKAGE=tensorflow-cpu==2.18.0rc1 /bin/sh -c pip install --no-cache-dir ${TENSORFLOW_PACKAGE} # buildkit
101.47MB 2024-10-08 20:43:33 RUN |2 PYTHON_VERSION=python3.11 TENSORFLOW_PACKAGE=tensorflow-cpu==2.18.0rc1 /bin/sh -c /setup.python.sh $PYTHON_VERSION /cpu.requirements.txt # buildkit
11.00B 2024-10-08 20:36:30 COPY cpu.requirements.txt /cpu.requirements.txt # buildkit
1.79KB 2024-10-08 20:36:30 COPY setup.python.sh /setup.python.sh # buildkit
0.00B 2024-10-08 20:36:30 ARG TENSORFLOW_PACKAGE=tensorflow-cpu==2.18.0rc1
0.00B 2024-10-08 20:36:30 ARG PYTHON_VERSION=python3.11
366.17MB 2024-10-08 20:36:30 RUN /bin/sh -c /setup.packages.sh /cpu.packages.txt # buildkit
67.76MB 2024-10-08 20:36:07 RUN /bin/sh -c /setup.sources.sh # buildkit
65.00B 2024-10-08 20:35:55 COPY cpu.packages.txt /cpu.packages.txt # buildkit
1.18KB 2024-10-08 20:35:55 COPY setup.packages.sh /setup.packages.sh # buildkit
1.38KB 2024-10-08 20:35:55 COPY setup.sources.sh /setup.sources.sh # buildkit
0.00B 2024-10-08 20:35:55 ENV LANG=C.UTF-8
0.00B 2024-10-08 20:35:55 ENV DEBIAN_FRONTEND=noninteractive
0.00B 2024-09-12 00:25:18 /bin/sh -c #(nop) CMD ["/bin/bash"]
77.86MB 2024-09-12 00:25:17 /bin/sh -c #(nop) ADD file:ebe009f86035c175ba244badd298a2582914415cf62783d510eab3a311a5d4e1 in /
0.00B 2024-09-12 00:25:16 /bin/sh -c #(nop) LABEL org.opencontainers.image.version=22.04
0.00B 2024-09-12 00:25:16 /bin/sh -c #(nop) LABEL org.opencontainers.image.ref.name=ubuntu
0.00B 2024-09-12 00:25:16 /bin/sh -c #(nop) ARG LAUNCHPAD_BUILD_ARCH
0.00B 2024-09-12 00:25:16 /bin/sh -c #(nop) ARG RELEASE

镜像信息

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更多版本

docker.io/tensorflow/tensorflow:2.18.0rc1-jupyter

linux/amd64 docker.io2.24GB2024-10-12 14:05
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docker.io/tensorflow/tensorflow:nightly-gpu

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docker.io/tensorflow/tensorflow:latest

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docker.io/tensorflow/tensorflow:2.17.0-gpu

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docker.io/tensorflow/tensorflow:2.18.0-gpu

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