docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime linux/amd64

docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime - 国内下载镜像源 浏览次数:36 安全受验证的发布者-Pytorch

PyTorch是一个深度学习框架,旨在简化机器学习算法的实现和部署。该镜像提供了一个基于Python 3.x的环境,可以用于快速启动和测试PyTorch项目。

源镜像 docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime
国内镜像 swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime
镜像ID sha256:351f401f2d990c90cd9c33409213f90d1a63b49dc03c7770aa896d062d90f38c
镜像TAG 2.5.1-cuda11.8-cudnn9-runtime
大小 6.32GB
镜像源 docker.io
项目信息 Docker-Hub主页 🚀项目TAG 🚀
CMD /bin/bash
启动入口
工作目录 /workspace
OS/平台 linux/amd64
浏览量 36 次
贡献者 st****t@qq.com
镜像创建 2024-10-29T18:04:47.601473612Z
同步时间 2025-05-07 02:16
更新时间 2025-05-11 00:41
环境变量
PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/opt/conda/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=2.5.1
镜像标签
nvidia_driver: com.nvidia.volumes.needed ubuntu: org.opencontainers.image.ref.name 22.04: org.opencontainers.image.version

Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime  docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime  docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime

Shell快速替换命令

sed -i 's#pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.5.1-cuda11.8-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:2.5.1-cuda11.8-cudnn9-runtime && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime  docker.io/pytorch/pytorch:2.5.1-cuda11.8-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:2.5.1-cuda11.8-cudnn9-runtime && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime  docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime'

镜像构建历史


# 2024-10-30 02:04:47  0.00B 设置工作目录为/workspace
WORKDIR /workspace
                        
# 2024-10-30 02:04:47  0.00B 设置环境变量 PYTORCH_VERSION
ENV PYTORCH_VERSION=2.5.1
                        
# 2024-10-30 02:04:47  0.00B 设置环境变量 PATH
ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
                        
# 2024-10-30 02:04:47  0.00B 设置环境变量 LD_LIBRARY_PATH
ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64
                        
# 2024-10-30 02:04:47  0.00B 设置环境变量 NVIDIA_DRIVER_CAPABILITIES
ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
                        
# 2024-10-30 02:04:47  0.00B 设置环境变量 NVIDIA_VISIBLE_DEVICES
ENV NVIDIA_VISIBLE_DEVICES=all
                        
# 2024-10-30 02:04:47  0.00B 设置环境变量 PATH
ENV PATH=/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
                        
# 2024-10-30 02:04:47  0.00B 执行命令并创建新的镜像层
RUN |4 PYTORCH_VERSION=2.5.1 TRITON_VERSION= TARGETPLATFORM=linux/amd64 CUDA_VERSION=11.8.0 /bin/sh -c if test -n "${TRITON_VERSION}" -a "${TARGETPLATFORM}" != "linux/arm64"; then         DEBIAN_FRONTEND=noninteractive apt install -y --no-install-recommends gcc;         rm -rf /var/lib/apt/lists/*;     fi # buildkit
                        
# 2024-10-30 02:04:47  6.21GB 复制新文件或目录到容器中
COPY /opt/conda /opt/conda # buildkit
                        
# 2024-10-30 02:00:32  25.99MB 执行命令并创建新的镜像层
RUN |4 PYTORCH_VERSION=2.5.1 TRITON_VERSION= TARGETPLATFORM=linux/amd64 CUDA_VERSION=11.8.0 /bin/sh -c apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends         ca-certificates         libjpeg-dev         libpng-dev         && rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2024-10-30 02:00:32  0.00B 添加元数据标签
LABEL com.nvidia.volumes.needed=nvidia_driver
                        
# 2024-10-30 02:00:32  0.00B 定义构建参数
ARG CUDA_VERSION=11.8.0
                        
# 2024-10-30 02:00:32  0.00B 定义构建参数
ARG TARGETPLATFORM=linux/amd64
                        
# 2024-10-30 02:00:32  0.00B 定义构建参数
ARG TRITON_VERSION=
                        
# 2024-10-30 02:00:32  0.00B 定义构建参数
ARG PYTORCH_VERSION=2.5.1
                        
# 2024-09-12 00:25:18  0.00B 
/bin/sh -c #(nop)  CMD ["/bin/bash"]
                        
# 2024-09-12 00:25:17  77.86MB 
/bin/sh -c #(nop) ADD file:ebe009f86035c175ba244badd298a2582914415cf62783d510eab3a311a5d4e1 in / 
                        
# 2024-09-12 00:25:16  0.00B 
/bin/sh -c #(nop)  LABEL org.opencontainers.image.version=22.04
                        
# 2024-09-12 00:25:16  0.00B 
/bin/sh -c #(nop)  LABEL org.opencontainers.image.ref.name=ubuntu
                        
# 2024-09-12 00:25:16  0.00B 
/bin/sh -c #(nop)  ARG LAUNCHPAD_BUILD_ARCH
                        
# 2024-09-12 00:25:16  0.00B 
/bin/sh -c #(nop)  ARG RELEASE
                        
                    

镜像信息

{
    "Id": "sha256:351f401f2d990c90cd9c33409213f90d1a63b49dc03c7770aa896d062d90f38c",
    "RepoTags": [
        "pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime"
    ],
    "RepoDigests": [
        "pytorch/pytorch@sha256:7aac344854fbc920da85f9abccb8e397a5bf99445553df9f4dfbde18009f4cd3",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/pytorch/pytorch@sha256:7aac344854fbc920da85f9abccb8e397a5bf99445553df9f4dfbde18009f4cd3"
    ],
    "Parent": "",
    "Comment": "buildkit.dockerfile.v0",
    "Created": "2024-10-29T18:04:47.601473612Z",
    "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:/opt/conda/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=2.5.1"
        ],
        "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": "22.04"
        }
    },
    "Architecture": "amd64",
    "Os": "linux",
    "Size": 6315815784,
    "GraphDriver": {
        "Data": {
            "LowerDir": "/var/lib/docker/overlay2/789f6082d8f18b6a16f9315a484536335682ee74a299b4123d307c0aa47d0004/diff:/var/lib/docker/overlay2/966ee392d10c99e37a87c0cdee872277e6f28fd746920370667fe49574d464b1/diff:/var/lib/docker/overlay2/1921d7c007e595bd4068fe549bc19deac0ed30cfff9fa59ccdc197bb4ffc8e15/diff:/var/lib/docker/overlay2/4cfb2ff6eb670d08d805fcc326973c76acabc424b2f6ce5f1903149f34750452/diff",
            "MergedDir": "/var/lib/docker/overlay2/234ee3cc244e5dae2ad829f5aee203fc09d628408eeb1baa828e1743fcbfb3db/merged",
            "UpperDir": "/var/lib/docker/overlay2/234ee3cc244e5dae2ad829f5aee203fc09d628408eeb1baa828e1743fcbfb3db/diff",
            "WorkDir": "/var/lib/docker/overlay2/234ee3cc244e5dae2ad829f5aee203fc09d628408eeb1baa828e1743fcbfb3db/work"
        },
        "Name": "overlay2"
    },
    "RootFS": {
        "Type": "layers",
        "Layers": [
            "sha256:2573e0d8158209ed54ab25c87bcdcb00bd3d2539246960a3d592a1c599d70465",
            "sha256:c9e8ee422a938ad2818f1f22bfbec8489b1d4a81126249c25ee821c8334a7375",
            "sha256:8b900d53d8128568e1bd5dea50e845f13104fefefe6a39db8b552f0679777e49",
            "sha256:5f70bf18a086007016e948b04aed3b82103a36bea41755b6cddfaf10ace3c6ef",
            "sha256:10cdae196a9c8935b7506d0aa359886cc8ba2378904d251f5ef15db3e9222525"
        ]
    },
    "Metadata": {
        "LastTagTime": "2025-05-07T02:15:40.20185603+08:00"
    }
}

更多版本

docker.io/pytorch/pytorch:2.3.0-cuda12.1-cudnn8-runtime

linux/amd64 docker.io7.71GB2024-07-18 11:25
2046

docker.io/pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime

linux/amd64 docker.io6.48GB2024-07-26 13:31
1431

docker.io/pytorch/pytorch:2.3.0-cuda12.1-cudnn8-devel

linux/amd64 docker.io17.08GB2024-08-06 11:11
907

docker.io/pytorch/pytorch:2.4.1-cuda12.4-cudnn9-runtime

linux/amd64 docker.io5.99GB2024-09-21 01:42
1109

docker.io/pytorch/pytorch:2.2.1-cuda12.1-cudnn8-runtime

linux/amd64 docker.io7.60GB2024-09-25 04:29
530

docker.io/pytorch/pytorch:2.4.1-cuda11.8-cudnn9-runtime

linux/amd64 docker.io6.36GB2024-09-28 00:59
618

docker.io/pytorch/pytorch:2.1.0-cuda11.8-cudnn8-devel

linux/amd64 docker.io17.39GB2024-10-02 00:43
530

docker.io/pytorch/pytorch:2.4.1-cuda11.8-cudnn9-devel

linux/amd64 docker.io13.63GB2024-10-23 00:32
397

docker.io/pytorch/pytorch:2.0.1-cuda11.7-cudnn8-devel

linux/amd64 docker.io13.17GB2024-11-01 00:22
520

docker.io/pytorch/pytorch:2.5.1-cuda12.4-cudnn9-devel

linux/amd64 docker.io13.31GB2024-11-06 01:09
645

docker.io/pytorch/pytorch:2.5.1-cuda12.4-cudnn9-runtime

linux/amd64 docker.io6.14GB2024-11-06 01:24
746

docker.io/pytorch/pytorch:2.5.0-cuda12.4-cudnn9-runtime

linux/amd64 docker.io6.13GB2024-11-06 01:38
328

docker.io/pytorch/pytorch:2.5.0-cuda12.4-cudnn9-devel

linux/amd64 docker.io13.30GB2024-11-06 01:51
307

docker.io/pytorch/pytorch:2.5.1-cuda12.1-cudnn9-runtime

linux/amd64 docker.io5.90GB2024-11-07 00:14
507

docker.io/pytorch/pytorch:2.3.1-cuda11.8-cudnn8-runtime

linux/amd64 docker.io8.17GB2024-11-08 00:19
258

docker.io/pytorch/pytorch:2.3.1-cuda12.1-cudnn8-devel

linux/amd64 docker.io17.08GB2024-11-08 00:39
354

docker.io/pytorch/pytorch:1.13.1-cuda11.6-cudnn8-devel

linux/amd64 docker.io17.52GB2024-11-08 01:12
447

docker.io/pytorch/pytorch:2.1.2-cuda11.8-cudnn8-devel

linux/amd64 docker.io17.33GB2024-12-10 00:33
192

docker.io/pytorch/pytorch:2.2.0-cuda12.1-cudnn8-devel

linux/amd64 docker.io16.99GB2024-12-15 00:21
190

docker.io/pytorch/pytorch:2.1.2-cuda12.1-cudnn8-devel

linux/amd64 docker.io16.58GB2024-12-20 00:05
308

docker.io/pytorch/pytorch:2.1.2-cuda12.1-cudnn8-runtime

linux/amd64 docker.io7.22GB2025-01-10 00:32
196

docker.io/pytorch/pytorch:2.0.0-cuda11.7-cudnn8-devel

linux/amd64 docker.io13.10GB2025-01-11 00:22
209

docker.io/pytorch/pytorch:2.2.2-cuda11.8-cudnn8-devel

linux/amd64 docker.io17.74GB2025-01-18 01:16
147

docker.io/pytorch/pytorch:2.2.1-cuda11.8-cudnn8-devel

linux/amd64 docker.io17.70GB2025-02-18 00:39
138

docker.io/pytorch/pytorch:2.6.0-cuda12.6-cudnn9-devel

linux/amd64 docker.io13.16GB2025-02-18 01:17
739

docker.io/pytorch/pytorch:2.6.0-cuda12.4-cudnn9-runtime

linux/amd64 docker.io6.06GB2025-02-27 00:51
575

docker.io/pytorch/pytorch:2.5.1-cuda12.1-cudnn9-devel

linux/amd64 docker.io12.84GB2025-02-28 02:38
377

docker.io/pytorch/pytorch:2.6.0-cuda12.4-cudnn9-devel

linux/amd64 docker.io13.23GB2025-03-08 01:36
250

docker.io/pytorch/pytorch:1.11.0-cuda11.3-cudnn8-devel

linux/amd64 docker.io13.71GB2025-03-18 02:23
172

docker.io/pytorch/pytorch:2.1.0-cuda12.1-cudnn8-devel

linux/amd64 docker.io16.56GB2025-04-15 01:43
54

docker.io/pytorch/pytorch:2.7.0-cuda12.8-cudnn9-runtime

linux/amd64 docker.io7.70GB2025-04-25 04:37
168

docker.io/pytorch/pytorch:1.6.0-cuda10.1-cudnn7-devel

linux/amd64 docker.io7.04GB2025-04-28 16:22
37

docker.io/pytorch/pytorch:2.5.1-cuda11.8-cudnn9-runtime

linux/amd64 docker.io6.32GB2025-05-07 02:16
35