Nvidia CUDA Toolkit

约 617 字大约 2 分钟

nvidiaCUDA

2025-10-11

提示

版本说明

最新版本 13.0.2
主流版本 12.8.1 (推荐) / 12.6.3 / 11.8

安装最新版本 Download Latest CUDA Toolkit

安装历史版本 Archive of Previous CUDA Releases

在Ubuntu 24.04上安装

验证

查看显卡设备

lspci | grep -i vga

输出样例

00:02.0 VGA compatible controller: Device 1234:1111 (rev 02)
00:10.0 VGA compatible controller: NVIDIA Corporation TU102 [GeForce RTX 2080 Ti] (rev a1)

查看显卡信息

nvidia-smi

输出样例

Wed Oct 15 11:49:09 2025       
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 575.57.08              Driver Version: 575.57.08      CUDA Version: 12.9     |
|-----------------------------------------+------------------------+----------------------+
| 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 2080 Ti     On  |   00000000:00:10.0 Off |                  N/A |
| 27%   29C    P8             21W /  250W |       1MiB /  22528MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+
                                                                                         
+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI              PID   Type   Process name                        GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|  No running processes found                                                             |
+-----------------------------------------------------------------------------------------+

CUDA Toolkit 13.0 Update 2 Downloads

Install on Ubuntu 24.04 (x86_64)

相关信息

CUDA Toolkit Installer

wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64/cuda-ubuntu2404.pin
sudo mv cuda-ubuntu2404.pin /etc/apt/preferences.d/cuda-repository-pin-600
wget https://developer.download.nvidia.com/compute/cuda/13.0.2/local_installers/cuda-repo-ubuntu2404-13-0-local_13.0.2-580.95.05-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu2404-13-0-local_13.0.2-580.95.05-1_amd64.deb
sudo cp /var/cuda-repo-ubuntu2404-13-0-local/cuda-*-keyring.gpg /usr/share/keyrings/
sudo apt-get update
sudo apt-get -y install cuda-toolkit-13-0

相关信息

Driver Installer

sudo apt-get install -y cuda-drivers

CUDA Toolkit 12.9 Update 1 Downloads

Install on Ubuntu 24.04 (x86_64)

相关信息

CUDA Toolkit Installer

wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64/cuda-ubuntu2404.pin
sudo mv cuda-ubuntu2404.pin /etc/apt/preferences.d/cuda-repository-pin-600
wget https://developer.download.nvidia.com/compute/cuda/12.9.1/local_installers/cuda-repo-ubuntu2404-12-9-local_12.9.1-575.57.08-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu2404-12-9-local_12.9.1-575.57.08-1_amd64.deb
sudo cp /var/cuda-repo-ubuntu2404-12-9-local/cuda-*-keyring.gpg /usr/share/keyrings/
sudo apt-get update
sudo apt-get -y install cuda-toolkit-12-9

相关信息

Driver Installer

sudo apt-get install -y cuda-drivers

CUDA Toolkit 12.8 Update 1 Downloads

Install on Ubuntu 24.04 (x86_64)

相关信息

CUDA Toolkit Installer

wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64/cuda-ubuntu2404.pin
sudo mv cuda-ubuntu2404.pin /etc/apt/preferences.d/cuda-repository-pin-600
wget https://developer.download.nvidia.com/compute/cuda/12.8.1/local_installers/cuda-repo-ubuntu2404-12-8-local_12.8.1-570.124.06-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu2404-12-8-local_12.8.1-570.124.06-1_amd64.deb
sudo cp /var/cuda-repo-ubuntu2404-12-8-local/cuda-*-keyring.gpg /usr/share/keyrings/
sudo apt-get update
sudo apt-get -y install cuda-toolkit-12-8

相关信息

Driver Installer

sudo apt-get install -y cuda-drivers

CUDA Toolkit 12.6 Update 3 Downloads

Install on Ubuntu 24.04 (x86_64)

相关信息

CUDA Toolkit Installer

wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64/cuda-ubuntu2404.pin
sudo mv cuda-ubuntu2404.pin /etc/apt/preferences.d/cuda-repository-pin-600
wget https://developer.download.nvidia.com/compute/cuda/12.6.3/local_installers/cuda-repo-ubuntu2404-12-6-local_12.6.3-560.35.05-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu2404-12-6-local_12.6.3-560.35.05-1_amd64.deb
sudo cp /var/cuda-repo-ubuntu2404-12-6-local/cuda-*-keyring.gpg /usr/share/keyrings/
sudo apt-get update
sudo apt-get -y install cuda-toolkit-12-6

相关信息

Driver Installer

sudo apt-get install -y cuda-drivers

CUDA Toolkit 11.8 Downloads

Install on Ubuntu 22.04 (x86_64)

相关信息

CUDA Toolkit Installer

wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-ubuntu2204.pin
sudo mv cuda-ubuntu2204.pin /etc/apt/preferences.d/cuda-repository-pin-600
wget https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda-repo-ubuntu2204-11-8-local_11.8.0-520.61.05-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu2204-11-8-local_11.8.0-520.61.05-1_amd64.deb
sudo cp /var/cuda-repo-ubuntu2204-11-8-local/cuda-*-keyring.gpg /usr/share/keyrings/
sudo apt-get update
sudo apt-get -y install cuda