Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime  docker.io/pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime  docker.io/pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime

Shell快速替换命令

sed -i 's#pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.10.0-cuda13.0-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:2.10.0-cuda13.0-cudnn9-runtime && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime  docker.io/pytorch/pytorch:2.10.0-cuda13.0-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:2.10.0-cuda13.0-cudnn9-runtime && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime  docker.io/pytorch/pytorch:2.10.0-cuda13.0-cudnn9-runtime'

镜像构建历史

# 2026-01-22 03:15:29  0.00B 设置工作目录为/workspace
WORKDIR /workspace
                        
# 2026-01-22 03:15:29  0.00B 设置环境变量 PYTORCH_VERSION
ENV PYTORCH_VERSION=2.10.0
                        
# 2026-01-22 03:15:29  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
                        
# 2026-01-22 03:15:29  0.00B 设置环境变量 LD_LIBRARY_PATH
ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64
                        
# 2026-01-22 03:15:29  0.00B 设置环境变量 NVIDIA_DRIVER_CAPABILITIES
ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
                        
# 2026-01-22 03:15:29  0.00B 设置环境变量 NVIDIA_VISIBLE_DEVICES
ENV NVIDIA_VISIBLE_DEVICES=all
                        
# 2026-01-22 03:15:29  166.51MB 执行命令并创建新的镜像层
RUN |4 PYTORCH_VERSION=2.10.0 TRITON_VERSION= TARGETPLATFORM=linux/amd64 CUDA_VERSION=13.0.0 /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
                        
# 2026-01-22 03:15:19  63.06MB 复制新文件或目录到容器中
COPY /usr/local/bin /usr/local/bin # buildkit
                        
# 2026-01-22 03:15:19  5.24GB 复制新文件或目录到容器中
COPY /usr/local/lib/python3.12 /usr/local/lib/python3.12 # buildkit
                        
# 2026-01-22 03:12:47  124.13MB 执行命令并创建新的镜像层
RUN |4 PYTORCH_VERSION=2.10.0 TRITON_VERSION= TARGETPLATFORM=linux/amd64 CUDA_VERSION=13.0.0 /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
                        
# 2026-01-22 03:12:47  0.00B 添加元数据标签
LABEL com.nvidia.volumes.needed=nvidia_driver
                        
# 2026-01-22 03:12:47  0.00B 定义构建参数
ARG CUDA_VERSION=13.0.0
                        
# 2026-01-22 03:12:47  0.00B 定义构建参数
ARG TARGETPLATFORM=linux/amd64
                        
# 2026-01-22 03:12:47  0.00B 定义构建参数
ARG TRITON_VERSION=
                        
# 2026-01-22 03:12:47  0.00B 定义构建参数
ARG PYTORCH_VERSION=2.10.0
                        
# 2026-01-13 13:37:27  0.00B 
/bin/sh -c #(nop)  CMD ["/bin/bash"]
                        
# 2026-01-13 13:37:27  78.12MB 
/bin/sh -c #(nop) ADD file:3077ee44db3cc7d38740d60a05c81418dd3825a007db473658464f52689e867b in / 
                        
# 2026-01-13 13:37:25  0.00B 
/bin/sh -c #(nop)  LABEL org.opencontainers.image.version=24.04
                        
# 2026-01-13 13:37:25  0.00B 
/bin/sh -c #(nop)  LABEL org.opencontainers.image.ref.name=ubuntu
                        
# 2026-01-13 13:37:25  0.00B 
/bin/sh -c #(nop)  ARG LAUNCHPAD_BUILD_ARCH
                        
# 2026-01-13 13:37:25  0.00B 
/bin/sh -c #(nop)  ARG RELEASE
                        
                    

镜像信息

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    ],
    "RepoDigests": [
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        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch@sha256:1f57418aedd9a4d0d3a59646619e1d4f82cacc33817247cead4f749e1f452d4b"
    ],
    "Parent": "",
    "Comment": "buildkit.dockerfile.v0",
    "Created": "2026-01-21T19:15:29.617781754Z",
    "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=2.10.0"
        ],
        "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": 5676297074,
    "GraphDriver": {
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            "MergedDir": "/var/lib/docker/overlay2/0e46d365be014dce895ca33dad564d6e04bd2c8c6cda64a06cb146c96229d4c9/merged",
            "UpperDir": "/var/lib/docker/overlay2/0e46d365be014dce895ca33dad564d6e04bd2c8c6cda64a06cb146c96229d4c9/diff",
            "WorkDir": "/var/lib/docker/overlay2/0e46d365be014dce895ca33dad564d6e04bd2c8c6cda64a06cb146c96229d4c9/work"
        },
        "Name": "overlay2"
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    "RootFS": {
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