docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727 linux/amd64

docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727 - 国内下载镜像源 浏览次数:72
```html

这是一个用于训练MNIST数据集的PyTorch模型的Docker镜像。它由Kubeflow Katib项目提供,Kubeflow Katib是一个用于机器学习超参数优化的平台。

```
源镜像 docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727
国内镜像 swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727
镜像ID sha256:699d6906496bd552fd144865a5881eaaa7c4e0f9c270c6b4643a285270213dab
镜像TAG v1beta1-45c5727
大小 2.80GB
镜像源 docker.io
项目信息 Docker-Hub主页 🚀项目TAG 🚀
CMD
启动入口 python3 /opt/pytorch-mnist/mnist.py
工作目录 /opt/pytorch-mnist
OS/平台 linux/amd64
浏览量 72 次
贡献者
镜像创建 2021-03-12T18:13:16.1545422Z
同步时间 2025-02-20 16:44
更新时间 2025-03-31 11:54
环境变量
PATH=/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin PYTHON_VERSION=3.6 NVIDIA_VISIBLE_DEVICES=all NVIDIA_DRIVER_CAPABILITIES=compute,utility LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64
镜像标签
nvidia_driver: com.nvidia.volumes.needed
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: 2025-02-20 16:45

低危漏洞:253 中危漏洞:379 高危漏洞:80 严重漏洞:12

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/kubeflowkatib/pytorch-mnist:v1beta1-45c5727
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727  docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727  docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727

Shell快速替换命令

sed -i 's#kubeflowkatib/pytorch-mnist:v1beta1-45c5727#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727#' 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/kubeflowkatib/pytorch-mnist:v1beta1-45c5727 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727  docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727  docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727'

镜像构建历史


# 2021-03-13 02:13:16  0.00B 配置容器启动时运行的命令
ENTRYPOINT ["python3" "/opt/pytorch-mnist/mnist.py"]
                        
# 2021-03-13 02:13:16  6.97KB 执行命令并创建新的镜像层
RUN /bin/sh -c chgrp -R 0 /opt/pytorch-mnist   && chmod -R g+rwX /opt/pytorch-mnist   && chgrp -R 0 /katib   && chmod -R g+rwX /katib # buildkit
                        
# 2021-03-13 02:13:15  0.00B 执行命令并创建新的镜像层
RUN /bin/sh -c mkdir /katib # buildkit
                        
# 2021-03-13 02:13:15  0.00B 设置工作目录为/opt/pytorch-mnist
WORKDIR /opt/pytorch-mnist
                        
# 2021-03-13 02:13:15  6.97KB 复制文件或目录到容器中
ADD examples/v1beta1/pytorch-mnist /opt/pytorch-mnist # buildkit
                        
# 2018-12-08 07:47:24  0.00B 
|1 cuda_version=cuda100 /bin/sh -c chmod -R a+w /workspace
                        
# 2018-12-08 07:47:23  0.00B 
/bin/sh -c #(nop) WORKDIR /workspace
                        
# 2018-12-08 07:47:23  0.00B 
/bin/sh -c #(nop)  ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64
                        
# 2018-12-08 07:47:23  0.00B 
/bin/sh -c #(nop)  ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
                        
# 2018-12-08 07:47:23  0.00B 
/bin/sh -c #(nop)  ENV NVIDIA_VISIBLE_DEVICES=all
                        
# 2018-12-08 07:47:23  1.26GB 
|1 cuda_version=cuda100 /bin/sh -c conda install pytorch torchvision ${cuda_version} -c pytorch && /opt/conda/bin/conda clean -ya
                        
# 2018-12-08 07:43:17  0.00B 
/bin/sh -c #(nop)  ENV PATH=/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
                        
# 2018-12-08 07:43:16  1.21GB 
|1 cuda_version=cuda100 /bin/sh -c curl -v -o ~/miniconda.sh -O  https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh  &&      chmod +x ~/miniconda.sh &&      ~/miniconda.sh -b -p /opt/conda &&      rm ~/miniconda.sh &&      /opt/conda/bin/conda install -y python=$PYTHON_VERSION conda-build pyyaml numpy ipython&&      /opt/conda/bin/conda clean -ya
                        
# 2018-12-08 07:41:43  0.00B 
/bin/sh -c #(nop)  ENV PYTHON_VERSION=3.6
                        
# 2018-12-08 07:41:43  220.21MB 
|1 cuda_version=cuda100 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends          build-essential          git          curl          ca-certificates          libjpeg-dev          libpng-dev &&      rm -rf /var/lib/apt/lists/*
                        
# 2018-12-08 07:41:22  0.00B 
/bin/sh -c #(nop)  LABEL com.nvidia.volumes.needed=nvidia_driver
                        
# 2018-12-08 07:41:22  0.00B 
/bin/sh -c #(nop)  ARG cuda_version=cuda100
                        
# 2018-11-20 05:23:53  0.00B 
/bin/sh -c #(nop)  CMD ["/bin/bash"]
                        
# 2018-11-20 05:23:53  7.00B 
/bin/sh -c mkdir -p /run/systemd && echo 'docker' > /run/systemd/container
                        
# 2018-11-20 05:23:52  0.00B 
/bin/sh -c rm -rf /var/lib/apt/lists/*
                        
# 2018-11-20 05:23:51  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
                        
# 2018-11-20 05:23:51  116.38MB 
/bin/sh -c #(nop) ADD file:efec03b785a78c01a6ade862d9a309f500ffa9f5f9314be26621f7fda0d5dfb8 in / 
                        
                    

镜像信息

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更多版本

docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727

linux/amd64 docker.io2.80GB2025-02-20 16:44
71

docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0

linux/amd64 docker.io3.63GB2025-02-28 15:23
40