evanweiguohua / docker-gpu

常用的NVIDIA docker

常用 nvidia docker cuda环境集锦

nvidia docker 深度学习框架

• nvidia docker

第三方 nvidia docker 新版

docker cuda 镜像环境

name	cuda	cudnn	nccl	tensorrt
cuda:10.2	10.2.89	8.6.0.163	2.11.4	未安装
cuda:11.2.2	11.2.2	8.1.1.33	2.8.4	未安装
cuda:11.3.1	11.3.1	8.2.1	2.9.9	8.0.1 未安装
cuda:11.6.2	11.6.2	8.4.0.27	2.12	8.4 未安装
cuda:11.7.1	11.7.1	8.5.0.96	2.13	8.4 未安装
cuda:11.8.0 cudnn8.7.0	11.8.0	8.7.0.84	2.15.5	8.5.3 未安装
cuda:11.8.0	11.8.0	8.8.0.121	2.15.5	8.5.3 未安装
cuda:12.0.1	12.0.1	8.8.0.121	2.17.1	未安装
cuda:12.1.1	12.1.1	8.9.0.131	2.17.1	未安装

链接

cuda pycuda

cuda运行时镜像

• docker pull xbuild/cuda:10.2-cudnn8-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.2.2-cudnn8-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.2.2-cudnn8-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.3.1-cudnn8-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.3.1-cudnn8-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.6.2-cudnn8-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.6.2-cudnn8-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.7.1-cudnn8-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.7.1-cudnn8-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.7.1-cudnn8-runtime-ubuntu22.04
• docker pull xbuild/cuda:11.8.0-cudnn8-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.8.0-cudnn8-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.8.0-cudnn8-runtime-ubuntu22.04
• docker pull xbuild/cuda:12.0.1-cudnn8-runtime-ubuntu20.04
• docker pull xbuild/cuda:12.0.1-cudnn8-runtime-ubuntu22.04
• docker pull xbuild/cuda:12.1.1-cudnn8-runtime-ubuntu20.04
• docker pull xbuild/cuda:12.1.1-cudnn8-runtime-ubuntu22.04
• docker pull xbuild/cuda:10.2-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.2.2-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.2.2-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.3.1-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.3.1-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.6.2-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.6.2-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.7.1-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.7.1-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.7.1-runtime-ubuntu22.04
• docker pull xbuild/cuda:11.8.0-runtime-ubuntu18.04
• docker pull xbuild/cuda:11.8.0-runtime-ubuntu20.04
• docker pull xbuild/cuda:11.8.0-runtime-ubuntu22.04
• docker pull xbuild/cuda:12.0.1-runtime-ubuntu20.04
• docker pull xbuild/cuda:12.0.1-runtime-ubuntu22.04
• docker pull xbuild/cuda:12.1.1-runtime-ubuntu20.04
• docker pull xbuild/cuda:12.1.1-runtime-ubuntu22.04

cuda开发镜像

• docker pull xbuild/cuda:10.2-cudnn8-devel-ubuntu18.04
• docker pull xbuild/cuda:11.2.2-cudnn8-devel-ubuntu18.04
• docker pull xbuild/cuda:11.2.2-cudnn8-devel-ubuntu20.04
• docker pull xbuild/cuda:11.3.1-cudnn8-devel-ubuntu20.04
• docker pull xbuild/cuda:11.3.1-cudnn8-devel-ubuntu18.04
• docker pull xbuild/cuda:11.6.2-cudnn8-devel-ubuntu18.04
• docker pull xbuild/cuda:11.6.2-cudnn8-devel-ubuntu20.04
• docker pull xbuild/cuda:11.7.1-cudnn8-devel-ubuntu18.04
• docker pull xbuild/cuda:11.7.1-cudnn8-devel-ubuntu20.04
• docker pull xbuild/cuda:11.7.1-cudnn8-devel-ubuntu22.04
• docker pull xbuild/cuda:11.8.0-cudnn8-devel-ubuntu18.04
• docker pull xbuild/cuda:11.8.0-cudnn8-devel-ubuntu20.04
• docker pull xbuild/cuda:11.8.0-cudnn8-devel-ubuntu22.04
• docker pull xbuild/cuda:12.0.1-cudnn8-devel-ubuntu20.04
• docker pull xbuild/cuda:12.0.1-cudnn8-devel-ubuntu22.04
• docker pull xbuild/cuda:12.1.1-cudnn8-devel-ubuntu20.04
• docker pull xbuild/cuda:12.1.1-cudnn8-devel-ubuntu22.04
• docker pull xbuild/cuda:10.2-devel-ubuntu18.04
• docker pull xbuild/cuda:11.2.2-devel-ubuntu18.04
• docker pull xbuild/cuda:11.2.2-devel-ubuntu20.04
• docker pull xbuild/cuda:11.3.1-devel-ubuntu20.04
• docker pull xbuild/cuda:11.3.1-devel-ubuntu18.04
• docker pull xbuild/cuda:11.6.2-devel-ubuntu18.04
• docker pull xbuild/cuda:11.6.2-devel-ubuntu20.04
• docker pull xbuild/cuda:11.7.1-devel-ubuntu18.04
• docker pull xbuild/cuda:11.7.1-devel-ubuntu20.04
• docker pull xbuild/cuda:11.7.1-devel-ubuntu22.04
• docker pull xbuild/cuda:11.8.0-devel-ubuntu18.04
• docker pull xbuild/cuda:11.8.0-devel-ubuntu20.04
• docker pull xbuild/cuda:11.8.0-devel-ubuntu22.04
• docker pull xbuild/cuda:12.0.1-devel-ubuntu20.04
• docker pull xbuild/cuda:12.0.1-devel-ubuntu22.04
• docker pull xbuild/cuda:12.1.1-devel-ubuntu20.04
• docker pull xbuild/cuda:12.1.1-devel-ubuntu22.04

第三方 nvidia docker 旧版

docker cuda 镜像环境

name	cuda	cudnn	nccl	tensorrt
cuda:11.3.1	11.3.1	8.2.1	2.9.9	8.0.1 未安装
cuda:11.6.2	11.6.2	8.4.0.27	2.12	8.4 未安装
cuda:11.7.1	11.7.1	8.5.0.96	2.13	8.4 未安装
cuda:11.8.0	11.8.0	8.7.0.84	2.15.5	8.5.3 未安装
cuda:11.8.0	11.8.0	8.8.0.121	2.15.5	8.5.3 未安装

cuda运行时镜像

• docker pull ssdog/cuda:11.3.1-runtime-ubuntu18.04
• docker pull ssdog/cuda:11.3.1-runtime-ubuntu20.04
• docker pull ssdog/cuda:11.6.2-runtime-ubuntu18.04
• docker pull ssdog/cuda:11.6.2-runtime-ubuntu20.04
• docker pull ssdog/cuda:11.7.1-runtime-ubuntu18.04
• docker pull ssdog/cuda:11.7.1-runtime-ubuntu20.04
• docker pull ssdog/cuda:11.7.1-runtime-ubuntu22.04
• docker pull ssdog/cuda:11.8.0-cudnn8.7.0-runtime-ubuntu20.04
• docker pull ssdog/cuda:11.8.0-cudnn8.7.0-runtime-ubuntu22.04
• docker pull ssdog/cuda:11.8.0-runtime-ubuntu18.04
• docker pull ssdog/cuda:11.8.0-runtime-ubuntu20.04
• docker pull ssdog/cuda:11.8.0-runtime-ubuntu22.04

cuda开发镜像

• docker pull ssdog/cuda:11.3.1-dev-ubuntu20.04
• docker pull ssdog/cuda:11.3.1-dev-ubuntu18.04
• docker pull ssdog/cuda:11.6.2-dev-ubuntu18.04
• docker pull ssdog/cuda:11.6.2-dev-ubuntu20.04
• docker pull ssdog/cuda:11.7.1-dev-ubuntu18.04
• docker pull ssdog/cuda:11.7.1-dev-ubuntu20.04
• docker pull ssdog/cuda:11.7.1-dev-ubuntu22.04
• docker pull ssdog/cuda:11.8.0-cudnn8.7.0-dev-ubuntu20.04
• docker pull ssdog/cuda:11.8.0-cudnn8.7.0-dev-ubuntu22.04
• docker pull ssdog/cuda:11.8.0-dev-ubuntu18.04
• docker pull ssdog/cuda:11.8.0-dev-ubuntu20.04
• docker pull ssdog/cuda:11.8.0-dev-ubuntu22.04

第三方神经网络框架安装包

• tensorflow
• torch
• paddlepaddle
• mxnet

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