Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime  docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime  docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime

Shell快速替换命令

sed -i 's#pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime#' 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/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime  docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime  docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime'

镜像构建历史

# 2026-03-24 02:51:11  0.00B 设置工作目录为/workspace
WORKDIR /workspace
                        
# 2026-03-24 02:51:11  0.00B 设置环境变量 PYTORCH_VERSION
ENV PYTORCH_VERSION=2.11.0
                        
# 2026-03-24 02:51:11  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
                        
# 2026-03-24 02:51:11  0.00B 设置环境变量 LD_LIBRARY_PATH
ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64
                        
# 2026-03-24 02:51:11  0.00B 设置环境变量 NVIDIA_DRIVER_CAPABILITIES
ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
                        
# 2026-03-24 02:51:11  0.00B 设置环境变量 NVIDIA_VISIBLE_DEVICES
ENV NVIDIA_VISIBLE_DEVICES=all
                        
# 2026-03-24 02:51:11  166.50MB 执行命令并创建新的镜像层
RUN |4 PYTORCH_VERSION=2.11.0 TRITON_VERSION= TARGETPLATFORM=linux/amd64 CUDA_VERSION=12.8.1 /bin/sh -c if test -n "${CUDA_VERSION}" -a "${TARGETPLATFORM}" != "linux/arm64"; then         apt-get update -qq &&         DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends gcc &&         rm -rf /var/lib/apt/lists/*;     fi # buildkit
                        
# 2026-03-24 02:50:59  62.77MB 复制新文件或目录到容器中
COPY /usr/local/bin /usr/local/bin # buildkit
                        
# 2026-03-24 02:50:59  7.31GB 复制新文件或目录到容器中
COPY /usr/local/lib/python3.12 /usr/local/lib/python3.12 # buildkit
                        
# 2026-03-24 02:47:40  124.31MB 执行命令并创建新的镜像层
RUN |4 PYTORCH_VERSION=2.11.0 TRITON_VERSION= TARGETPLATFORM=linux/amd64 CUDA_VERSION=12.8.1 /bin/sh -c apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends         ca-certificates         libjpeg-dev         libpng-dev         python-is-python3         python3         python3-dev         python3-pip         && rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2026-03-24 02:47:40  0.00B 添加元数据标签
LABEL com.nvidia.volumes.needed=nvidia_driver
                        
# 2026-03-24 02:47:40  0.00B 定义构建参数
ARG CUDA_VERSION=12.8.1
                        
# 2026-03-24 02:47:40  0.00B 定义构建参数
ARG TARGETPLATFORM=linux/amd64
                        
# 2026-03-24 02:47:40  0.00B 定义构建参数
ARG TRITON_VERSION=
                        
# 2026-03-24 02:47:40  0.00B 定义构建参数
ARG PYTORCH_VERSION=2.11.0
                        
# 2026-02-24 01:17:56  0.00B 
/bin/sh -c #(nop)  CMD ["/bin/bash"]
                        
# 2026-02-24 01:17:55  78.14MB 
/bin/sh -c #(nop) ADD file:3f78aa860931e0853077f09eb31eddbeeef8a9dd70977305b4876aa176770721 in / 
                        
# 2026-02-24 01:17:53  0.00B 
/bin/sh -c #(nop)  LABEL org.opencontainers.image.version=24.04
                        
# 2026-02-24 01:17:53  0.00B 
/bin/sh -c #(nop)  LABEL org.opencontainers.image.ref.name=ubuntu
                        
# 2026-02-24 01:17:53  0.00B 
/bin/sh -c #(nop)  ARG LAUNCHPAD_BUILD_ARCH
                        
# 2026-02-24 01:17:53  0.00B 
/bin/sh -c #(nop)  ARG RELEASE
                        
                    

镜像信息

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    "Id": "sha256:05e386c026b0e251378a79a93e878ed19829bbf556e57b90da61433cf6c7d43e",
    "RepoTags": [
        "pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime"
    ],
    "RepoDigests": [
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        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch@sha256:eee11b3b3872a8c838e35ef48f08b2d5def2080902c7f666831310ca1a0ef2be"
    ],
    "Parent": "",
    "Comment": "buildkit.dockerfile.v0",
    "Created": "2026-03-23T18:51:11.274016719Z",
    "Container": "",
    "ContainerConfig": null,
    "DockerVersion": "",
    "Author": "",
    "Config": {
        "Hostname": "",
        "Domainname": "",
        "User": "",
        "AttachStdin": false,
        "AttachStdout": false,
        "AttachStderr": false,
        "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",
            "NVIDIA_VISIBLE_DEVICES=all",
            "NVIDIA_DRIVER_CAPABILITIES=compute,utility",
            "LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64",
            "PYTORCH_VERSION=2.11.0"
        ],
        "Cmd": [
            "/bin/bash"
        ],
        "Image": "",
        "Volumes": null,
        "WorkingDir": "/workspace",
        "Entrypoint": null,
        "OnBuild": null,
        "Labels": {
            "com.nvidia.volumes.needed": "nvidia_driver",
            "org.opencontainers.image.ref.name": "ubuntu",
            "org.opencontainers.image.version": "24.04"
        }
    },
    "Architecture": "amd64",
    "Os": "linux",
    "Size": 7743922886,
    "GraphDriver": {
        "Data": {
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            "MergedDir": "/var/lib/docker/overlay2/b8ab611d1780fa8c940365d25b07fb46e3b59df824c0eaeb99964ee6d107dd48/merged",
            "UpperDir": "/var/lib/docker/overlay2/b8ab611d1780fa8c940365d25b07fb46e3b59df824c0eaeb99964ee6d107dd48/diff",
            "WorkDir": "/var/lib/docker/overlay2/b8ab611d1780fa8c940365d25b07fb46e3b59df824c0eaeb99964ee6d107dd48/work"
        },
        "Name": "overlay2"
    },
    "RootFS": {
        "Type": "layers",
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    "Metadata": {
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