Ubuntu18.04安装nvidia-docker(亲测有效,步骤详尽)
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2022-03-30 13:47:55
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Ubuntu 18.04安装NVIDIA-docker
0.前提:
(1)首先安装docker;具体步骤:https://blog.csdn.net/BigData_Mining/article/details/87868711
(2)安装Nvidia驱动,CUDA和CUDNN;具体步骤:https://blog.csdn.net/BigData_Mining/article/details/99670642
1.然后执行下面的步骤:
$curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey | sudo apt-key add -
$curl -s -L https://nvidia.github.io/nvidia-docker/ubuntu18.04/nvidia-docker.list | sudo tee /etc/apt/sources.list.d/nvidia-docker.list
$sudo apt-get update
2.安装nvidia-docker2软件包并重新加载docker守护程序配置
$sudo apt-get install nvidia-docker2
$sudo pkill -SIGHUP dockerd
$docker run --runtime=nvidia --rm nvidia/cuda nvidia-smi
[注]:运行上一步若报错:
[email protected]:~$ sudo docker run --runtime=nvidia --rm nvidia/cuda nvidia-smi
docker: Error response from daemon: Unknown runtime specified nvidia.
See 'docker run --help'.
当显卡驱动安装好的前提下(用指令$nvidia-smi来显示显卡驱动),则换成运行下步,指定安装的cuda版本:
$sudo nvidia-docker run --rm nvidia/cuda:10.1-devel nvidia-smi
[email protected]:~$ sudo nvidia-docker run --rm nvidia/cuda:10.1-devel | nvidia-smi
Fri Aug 16 16:30:02 2019
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 430.26 Driver Version: 430.26 CUDA Version: 10.2 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 GeForce 940MX Off | 00000000:3C:00.0 Off | N/A |
| N/A 52C P0 N/A / N/A | 239MiB / 2004MiB | 4% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Type Process name Usage |
|=============================================================================|
| 0 3038 G /usr/lib/xorg/Xorg 121MiB |
| 0 4709 G /usr/bin/gnome-shell 109MiB |
| 0 18218 G /usr/lib/firefox/firefox 1MiB |
| 0 18402 G /usr/lib/firefox/firefox 1MiB |
| 0 18463 G /usr/lib/firefox/firefox 1MiB |
+-----------------------------------------------------------------------------+
Unable to find image 'nvidia/cuda:10.1-devel' locally
10.1-devel: Pulling from nvidia/cuda
7413c47ba209: Pulling fs layer
0fe7e7cbb2e8: Pulling fs layer
1d425c982345: Pulling fs layer
344da5c95cec: Pulling fs layer
43bcc41986db: Pulling fs layer
76661327d908: Pulling fs layer
abdc887b90e5: Pulling fs layer
eb38470de0e2: Pulling fs layer
0adb8d7f107f: Pulling fs layer
表示成功了!