win server2019配置wsl+docker+tfserving失败

最新推荐文章于 2025-05-23 21:10:37 发布

苹榆枫

最新推荐文章于 2025-05-23 21:10:37 发布

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文章标签： docker ubuntu 深度学习

本文链接：https://blog.youkuaiyun.com/pingyufeng/article/details/120433060

由于需要在win下部署tfserving, 故找到使用wsl方法，资料如下：

windows10 + wsl2,使用NVIDIA gpu

手动安装NVIDIA Drivers for CUDA on WSL

Cuda下载
wsl-ubuntu配置cuda

wget https://developer.download.nvidia.com/compute/cuda/repos/wsl-ubuntu/x86_64/cuda-wsl-ubuntu.pin
sudo mv cuda-wsl-ubuntu.pin /etc/apt/preferences.d/cuda-repository-pin-600
wget https://developer.download.nvidia.com/compute/cuda/11.4.2/local_installers/cuda-repo-wsl-ubuntu-11-4-local_11.4.2-1_amd64.deb
sudo dpkg -i cuda-repo-wsl-ubuntu-11-4-local_11.4.2-1_amd64.deb
sudo apt-key add /var/cuda-repo-wsl-ubuntu-11-4-local/7fa2af80.pub
sudo apt-get update
sudo apt-get -y install cuda

环境变量增加cuda

问题1：

ubnatu18.04重启网卡

service network-manager restart


问题2：
下载容器失败--手动下载安装
Failed to fetch https://nvidia.github.io/libnvidia-container/experimental/ubuntu18.04/amd64/InRelease  Could not connect to nvidia.github.io
[Could not connect to nvidia.github.io](https://github.com/NVIDIA/nvidia-docker/issues/1493)
![在这里插入图片描述](https://img-blog.csdnimg.cn/1e185c7dfeac43afa10d3451bcd8d814.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA6Iu55qaG5p6r,size_20,color_FFFFFF,t_70,g_se,x_16)

I solved the problem by the following method.

Download the latest "libnvidia-container1" from the following URL.
(ex) libnvidia-container1_1.4.0-1_amd64.deb
"https://github.com/NVIDIA/libnvidia-container/tree/gh-pages/stable/ubuntu18.04/amd64"

Run "dpkg -i libnvidia-container1_1.4.0-1_amd64.deb"

Run "sudo apt install libnvidia-container 1"
(This seems to install nvidia-docker2)

Confirmation method

Run "sudo systemctl restart docker"

Run "sudo docker run --rm --gpus all nvidia / cuda: 11.0-base nvidia-smi"

If the same screen as "nvidia-smi" appears, it is a success.

手动下载以下dep

```bash
libnvidia-container-tools_1.5.0_rc.1-1_amd64.deb
libnvidia-container1_1.4.0-1_amd64.deb
libnvidia-container1_1.5.0_rc.1-1_amd64.deb
nvidia-container-runtime_3.5.0-1_amd64.deb
nvidia-container-toolkit_1.5.1-1_amd64.deb
nvidia-docker2_2.6.0-1_all.deb

wsl系统下无法启动docker
windows子系统 * Docker is not running问题

解决方法
Windows 子系统 Ubuntu 启动Docker失败

docker版本
docker run hello-world异常

2021.9.28
docker 装了19版本的，但调用gpu还是失败。暂无解决…

可能存在问题：cuda调用失败、docker版本不匹配、win server2019的wsl不适配