CUDA使用

 

CUDA (Compute Unified Device Architecture) 是 NVIDIA 提供的并行计算平台与编程模型, 用于通过 GPU 加速计算

配置

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nvidia-smi

终端输出

Wed Feb  4 12:09:24 2026
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 590.48.01              Driver Version: 590.48.01      CUDA Version: 13.1     |
+-----------------------------------------+------------------------+----------------------+
| 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  NVIDIA GeForce RTX 3060        On  |   00000000:2B:00.0  On |                  N/A |
|  0%   52C    P5             25W /  170W |     970MiB /  12288MiB |     39%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+

+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI              PID   Type   Process name                        GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|    0   N/A  N/A            2643      G   /usr/lib/xorg/Xorg                      439MiB |
|    0   N/A  N/A            2893      G   /usr/bin/gnome-shell                     60MiB |
|    0   N/A  N/A            3345      G   ...exec/xdg-desktop-portal-gnome          2MiB |
|    0   N/A  N/A            3620      G   ...rack-uuid=3190708988185955192        211MiB |
|    0   N/A  N/A            4145      G   /usr/share/code/code                     98MiB |
+-----------------------------------------------------------------------------------------+