ubuntu系统配置基于CUDA 11.0的最新深度学习环境
source link: https://blog.whuzfb.cn/blog/2020/12/13/ubuntu_config_deep_learning_new/
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2.1 安装nvidia驱动
目前我使用过的方法有三种，按照便捷程度依次降低的顺序来介绍
不管哪种方法，都需要重启电脑。然后，在终端输入nvidia-smi命令得到如下示例输出则表明安装成功
Thu Dec 10 15:42:47 2020
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 450.80.02 Driver Version: 450.80.02 CUDA Version: 11.0 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 GeForce RTX 208... Off | 00000000:3D:00.0 Off | N/A |
| 28% 30C P8 9W / 250W | 6MiB / 11019MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 1 GeForce RTX 208... Off | 00000000:3E:00.0 Off | N/A |
| 27% 29C P8 5W / 250W | 6MiB / 11019MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 2 GeForce RTX 208... Off | 00000000:40:00.0 Off | N/A |
| 27% 29C P8 17W / 250W | 6MiB / 11019MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 3 GeForce RTX 208... Off | 00000000:41:00.0 Off | N/A |
| 27% 28C P8 22W / 250W | 6MiB / 11019MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 4 GeForce RTX 208... Off | 00000000:B1:00.0 Off | N/A |
| 27% 29C P8 3W / 250W | 6MiB / 11019MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 5 GeForce RTX 208... Off | 00000000:B2:00.0 Off | N/A |
| 27% 29C P8 14W / 250W | 6MiB / 11019MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 6 GeForce RTX 208... Off | 00000000:B4:00.0 Off | N/A |
| 29% 31C P8 20W / 250W | 6MiB / 11019MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 7 GeForce RTX 208... Off | 00000000:B5:00.0 Off | N/A |
| 27% 29C P8 7W / 250W | 6MiB / 11019MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 16810 G /usr/lib/xorg/Xorg 4MiB |
| 1 N/A N/A 16810 G /usr/lib/xorg/Xorg 4MiB |
| 2 N/A N/A 16810 G /usr/lib/xorg/Xorg 4MiB |
| 3 N/A N/A 16810 G /usr/lib/xorg/Xorg 4MiB |
| 4 N/A N/A 16810 G /usr/lib/xorg/Xorg 4MiB |
| 5 N/A N/A 16810 G /usr/lib/xorg/Xorg 4MiB |
| 6 N/A N/A 16810 G /usr/lib/xorg/Xorg 4MiB |
| 7 N/A N/A 16810 G /usr/lib/xorg/Xorg 4MiB |
+-----------------------------------------------------------------------------+
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