microsoft/cntk-release
microsoft
微软官方发布的免费、易用、开源商业级深度学习工具包，适用于构建和训练各种深度学习模型，提供CPU和GPU支持，支持Python 2.7/3.5等环境。
下载次数: 0状态：社区镜像维护者：microsoft仓库类型：镜像最近更新：2 年前
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如果你使用 DeepSeek、元宝 AI、Copilot、ChatGPT 等 AI 工具，协助配置轩辕镜像、编写 docker pull 命令、修改 Docker Compose 镜像地址、配置镜像加速、排查镜像拉取失败、分析报错日志等问题，请先让 AI 阅读并遵守轩辕镜像的规则文档。
只需在 AI 对话中先发送下面这句话即可：
请先完整阅读并严格遵守以下文档中的全部规则与要求：
https://xuanyuan.cloud/agents.md
在未充分阅读并理解该文档前，不要生成任何命令、配置、修改建议、故障排查方案或技术回答。后续所有输出都必须严格以该文档中的规范为最高优先级执行。查看 agents.md 用法指南与完整示范。国内用户首推 元宝 AI、DeepSeek 的深度思考模式，不推荐豆包 AI；Cursor 等编辑器可在对话 @ 该链接，或加入 User Rules。 若 AI 无法访问外链，可 打开说明文档 复制全文粘贴。文档会随站点更新，复制内容可能过期，建议定期检查。
微软认知工具包（CNTK官方发布版）
精选标签
-
2.7-gpu-python3.5-cuda10.0-cudnn7.3，latest
docker pull mcr.microsoft.com/cntk/release:2.7-gpu-python3.5-cuda10.0-cudnn7.3 -
2.7-cpu-python3.5
docker pull ***-mcr.xuanyuan.run/cntk/release:2.7-cpu-python3.5 -
2.7-gpu-python2.7-cuda10.0-cudnn7.3
docker pull ***-mcr.xuanyuan.run/cntk/release:2.7-gpu-python2.7-cuda10.0-cudnn7.3 -
2.7-cpu-python2.7
docker pull ***-mcr.xuanyuan.run/cntk/release:2.7-cpu-python2.7 -
2.6-gpu-python3.5-cuda9.0-cudnn7.0，latest
docker pull ***-mcr.xuanyuan.run/cntk/release:2.6-gpu-python3.5-cuda9.0-cudnn7.0 -
2.6-cpu-python3.5
docker pull ***-mcr.xuanyuan.run/cntk/release:2.6-cpu-python3.5 -
2.6-gpu-python2.7-cuda9.0-cudnn7.0
docker pull ***-mcr.xuanyuan.run/cntk/release:2.6-gpu-python2.7-cuda9.0-cudnn7.0 -
2.6-cpu-python2.7
docker pull ***-mcr.xuanyuan.run/cntk/release:2.6-cpu-python2.7
精选仓库
- https://store.docker.com/images/microsoft-cntk-nightly：CNTK镜像的夜间（开发）构建版本。
关于此镜像
CNTK镜像来自github.com/Microsoft/CNTK-docker（CNTK相关信息请参见https://cntk.ai/）。
如何使用此镜像
除运行中的Docker环境外，GPU镜像还需要https://github.com/nvidia/nvidia-docker包以支持CUDA。
更多信息可查阅CNTK 容器文档。
配置
- CNTK容器可在Windows和Linux系统上使用，但仅Linux镜像提供GPU支持。
完整标签列表
Linux镜像
| 标签 | 架构 | Dockerfile | 操作系统版本 | 创建时间 | 最后更新时间 |
|---|---|---|---|---|---|
| latest | amd64 | No Dockerfile | Ubuntu 16.04 | 03/21/2019 | 04/19/2019 |
| 2.6-gpu-python3.5-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.6-gpu-python2.7-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.6-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.6-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.5.1-gpu-python3.5-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.5.1-gpu-python2.7-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.5.1-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.5.1-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.5-gpu-python3.5-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.5-gpu-python2.7-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.5-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.5-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.4-gpu-python3.5-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.4-gpu-python2.7-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.4-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.4-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.4-1bitsgd-python3.5-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.4-1bitsgd-python2.7-cuda9.0-cudnn7.0 | amd64 | No Dockerfile | Ubuntu 16.04 | 03/22/2019 | 03/22/2019 |
| 2.3-gpu-python3.5-cuda8.0-cudnn6.0 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.3-gpu-python2.7-cuda8.0-cudnn6.0 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.3-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.3-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.2-gpu-python3.5-cuda8.0-cudnn6.0 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.2-gpu-python2.7-cuda8.0-cudnn6.0 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.2-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.2-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.1-gpu-python3.5-cuda8.0-cudnn6.0 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.1-gpu-python2.7-cuda8.0-cudnn6.0 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/22/2019 | 03/22/2019 |
| 2.1-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.1-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc3-gpu-python3.5-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc3-gpu-python2.7-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc3-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc3-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc2-gpu-python3.5-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc2-gpu-python2.7-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc2-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc2-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc1-gpu-python3.5-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc1-gpu-python2.7-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc1-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.rc1-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta9.0-runtime-gpu-python3.5-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta9.0-runtime-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta8.0-runtime-gpu-python3.4-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta8.0-runtime-cpu-python3.4 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta7.0-runtime-gpu-python3.4-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta7.0-runtime-cpu-python3.4 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta15.0-gpu-python3.5-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta15.0-gpu-python2.7-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta15.0-cpu-python3.5 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta15.0-cpu-python2.7 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta12.0-gpu-python3.5-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/21/2019 |
| 2.0.beta12.0-gpu-python2.7-cuda8.0-cudnn5.1 | amd64 | No Dockerfile | Ubuntu 14.04 | 03/21/2019 | 03/2 |
镜像拉取方式
您可以使用以下命令拉取该镜像。请将 <标签> 替换为具体的标签版本。如需查看所有可用标签版本，请访问 标签列表页面。
轩辕镜像加速拉取命令点我查看更多 cntk-release 镜像标签
docker pull docker.xuanyuan.run/microsoft/cntk-release:<标签>
DockerHub 原生拉取命令
docker pull microsoft/cntk-release:<标签>
镜像拉取常见问题
功能
错误码
用户好评
来自真实用户的反馈，见证轩辕镜像的优质服务
oldzhang
运维工程师
Linux服务器
5
"Docker访问体验非常流畅，大镜像也能快速完成下载。"