Linux CentOS installs NVIDIA GPU driver and NVIDIA CUDA toolkit

To install NVIDIA drivers and NVIDIA CUDA toolkit on CentOS, you can follow these steps:

1. Preparation:

  • Make sure your system has a compatible NVIDIA GPU. You can find a list of CUDA-enabled GPU models on the official NVIDIA website.
  • If you have installed the Nouveau driver before and disabled it, make sure to enable the Nouveau driver by following the method provided previously.

2. Check your GPU model:

Run the following command to determine your GPU model:

lspci | grep -i nvidia

3. Disable Nouveau driver:

If you have previously disabled the Nouveau driver, please re-enable it by following the previously provided method. Before installing the NVIDIA driver, you need to disable the Nouveau open source driver in your system. Edit /etc/modprobe.d/blacklist.confthe file and add the following lines at the end of the file:

blacklist nouveau
options nouveau modeset=0
可参考: https://blog.csdn.net/holyvslin/article/details/132142777

4. Install dependencies:

Run the following command to install the required dependencies:

sudo yum install epel-release
sudo yum install dkms gcc make kernel-devel-$(uname -r)

output

**$ sudo yum install epel-release**
Loaded plugins: fastestmirror, langpacks
Repository 'epel' is missing name in configuration, using id
Determining fastest mirrors
epel/x86_64/metalink                                                                                                                                  |  26 kB  00:00:00
 * base: centos.mirror.far.fi
 * epel: epel.mirror.serveriai.lt
 * extras: centos.mirror.far.fi
 * updates: centos.mirror.far.fi
base                                                                                                                                                  | 3.6 kB  00:00:00
docker-ce-stable                                                                                                                                      | 3.5 kB  00:00:00
epel                                                                                                                                                  | 4.7 kB  00:00:00
extras                                                                                                                                                | 2.9 kB  00:00:00
updates                                                                                                                                               | 2.9 kB  00:00:00
(1/4): docker-ce-stable/7/x86_64/primary_db                                                                                                           | 116 kB  00:00:00
epel/x86_64/primary_db         FAILED                                                                                                      ]  0.0 B/s | 116 kB  --:--:-- ETA
http://mirror.de.leaseweb.net/epel/7/x86_64/repodata/4b31623aac417e09140aba503c78a89f51860e0b55fb7a6532d095ad39f56f92-primary.sqlite.bz2: [Errno 14] HTTP Error 404 - Not Found
Trying other mirror.
To address this issue please refer to the below wiki article

https://wiki.centos.org/yum-errors

If above article doesn't help to resolve this issue please use https://bugs.centos.org/.

(2/4): epel/x86_64/updateinfo                                                                                                                         | 1.0 MB  00:00:02
(3/4): epel/x86_64/primary_db                                                                                                                         | 7.0 MB  00:00:07
(4/4): updates/7/x86_64/primary_db                                                                                                                    |  22 MB  00:00:10
Package epel-release-7-14.noarch already installed and latest version
Nothing to do

**$ sudo yum install dkms gcc make kernel-devel-$(uname -r)**
Loaded plugins: fastestmirror, langpacks
Repository 'epel' is missing name in configuration, using id
Loading mirror speeds from cached hostfile
 * base: centos.mirror.far.fi
 * epel: epel.mirror.serveriai.lt
 * extras: centos.mirror.far.fi
 * updates: centos.mirror.far.fi
Package gcc-4.8.5-44.el7.x86_64 already installed and latest version
Package 1:make-3.82-24.el7.x86_64 already installed and latest version
Resolving Dependencies
--> Running transaction check
---> Package dkms.noarch 0:3.0.11-1.el7 will be installed
--> Processing Dependency: elfutils-libelf-devel for package: dkms-3.0.11-1.el7.noarch
---> Package kernel-devel.x86_64 0:3.10.0-1160.92.1.el7 will be installed
--> Running transaction check
---> Package elfutils-libelf-devel.x86_64 0:0.176-5.el7 will be installed
--> Finished Dependency Resolution

Dependencies Resolved

=============================================================================================================================================================================
 Package                                          Arch                              Version                                         Repository                          Size
=============================================================================================================================================================================
Installing:
 dkms                                             noarch                            3.0.11-1.el7                                    epel                                87 k
 kernel-devel                                     x86_64                            3.10.0-1160.92.1.el7                            updates                             18 M
Installing for dependencies:
 elfutils-libelf-devel                            x86_64                            0.176-5.el7                                     base                                40 k

Transaction Summary
=============================================================================================================================================================================
Install  2 Packages (+1 Dependent package)

Total download size: 18 M
Installed size: 38 M
Is this ok [y/d/N]: y
Downloading packages:
No Presto metadata available for updates
(1/3): dkms-3.0.11-1.el7.noarch.rpm                                                                                                                   |  87 kB  00:00:01
(2/3): elfutils-libelf-devel-0.176-5.el7.x86_64.rpm                                                                                                   |  40 kB  00:00:01
(3/3): kernel-devel-3.10.0-1160.92.1.el7.x86_64.rpm                                                                                                   |  18 MB  00:00:11
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                        1.6 MB/s |  18 MB  00:00:11
Running transaction check
Running transaction test
Transaction test succeeded
Running transaction
  Installing : elfutils-libelf-devel-0.176-5.el7.x86_64                                                                                                                  1/3
  Installing : kernel-devel-3.10.0-1160.92.1.el7.x86_64                                                                                                                  2/3
  Installing : dkms-3.0.11-1.el7.noarch                                                                                                                                  3/3
  Verifying  : dkms-3.0.11-1.el7.noarch                                                                                                                                  1/3
  Verifying  : kernel-devel-3.10.0-1160.92.1.el7.x86_64                                                                                                                  2/3
  Verifying  : elfutils-libelf-devel-0.176-5.el7.x86_64                                                                                                                  3/3

Installed:
  dkms.noarch 0:3.0.11-1.el7                                                    kernel-devel.x86_64 0:3.10.0-1160.92.1.el7

Dependency Installed:
  elfutils-libelf-devel.x86_64 0:0.176-5.el7

Complete!

5. Download NVIDIA driver:

  • Visit the official NVIDIA website (https://www.nvidia.com/drivers) and download the latest NVIDIA driver (usually a .run file) for your GPU. https://www.nvidia.com/download/driverResults.aspx/182244/en-us/Insert image description here

6. Close the graphical interface:

Before installing the driver, you need to turn off the graphical interface by running the following command:

sudo systemctl set-default multi-user.target
sudo systemctl isolate multi-user.target

7. Download the NVIDIA CUDA toolkit:

Visit the NVIDIA developer website (https://developer.nvidia.com/cuda-downloads) and download the latest CUDA toolkit (usually a .run file) for your GPU model and operating system.
The installation process may vary depending on CUDA version and operating system, so please refer to the CUDA toolkit's installation documentation for installation.
https://developer.nvidia.com/cuda-downloads?target_os=LinuxNVIDIA CUDA toolkit

8. Install NVIDIA driver:

Run the following command to install the NVIDIA driver ( NVIDIA-Linux-x86_64-xxx.xx.runreplace with the actual driver file name you downloaded):

sudo chmod +x NVIDIA-Linux-x86_64-xxx.xx.run
sudo ./NVIDIA-Linux-x86_64-xxx.xx.run

Follow the installer prompts to install. During the installation process, you may be asked if you wish to set the NVIDIA driver as the default OpenGL implementation. If you are installing on a server, usually select "no".
Installation process:
Insert image description here
Installation successful:

$ sudo ./NVIDIA-Linux-x86_64-460.106.00.run
Verifying archive integrity... OK
Uncompressing NVIDIA Accelerated Graphics Driver for Linux-x86_64 460.106.00...............................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................

9. Install the CUDA toolkit:

Run the following command to install the CUDA toolkit ( cuda_xxx.xx.xx_linux.runreplace with the actual CUDA toolkit file name you downloaded):

sudo chmod +x cuda_xxx.xx.xx_linux.run
sudo ./cuda_xxx.xx.xx_linux.run

Follow the installer prompts to install. During the installation process, you may be required to accept the license agreement and select installation options. Choose the appropriate option based on your needs.

Or install remotely:

sudo yum-config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/cuda-rhel7.repo
sudo yum clean all
sudo yum -y install nvidia-driver-latest-dkms
sudo yum -y install cuda

Installation process and output:

[xxxx]$ sudo yum-config-manager --add-repo https://developer.download.nvidi                                                                           a.com/compute/cuda/repos/rhel7/x86_64/cuda-rhel7.repo
Loaded plugins: fastestmirror, langpacks
Repository 'epel' is missing name in configuration, using id
adding repo from: https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/cuda-rhel7                                                                           .repo
grabbing file https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/cuda-rhel7.rep                                                                           o to /etc/yum.repos.d/cuda-rhel7.repo
repo saved to /etc/yum.repos.d/cuda-rhel7.repo
[xxxx]$ sudo yum clean all
Loaded plugins: fastestmirror, langpacks
Repository 'epel' is missing name in configuration, using id
Cleaning repos: base cuda-rhel7-x86_64 docker-ce-stable epel extras updates
Cleaning up list of fastest mirrors
[xxxx]$ sudo yum -y install nvidia-driver-latest-dkms
Loaded plugins: fastestmirror, langpacks
Repository 'epel' is missing name in configuration, using id
Determining fastest mirrors
epel/x86_64/metalink                                                       |  26 kB  00:00:00
 * base: centos.mirror.far.fi
 * epel: epel.mirror.serveriai.lt
 * extras: centos.mirror.far.fi
 * updates: centos.mirror.far.fi
base                                                                       | 3.6 kB  00:00:00
cuda-rhel7-x86_64                                                          | 3.0 kB  00:00:00
docker-ce-stable                                                           | 3.5 kB  00:00:00
epel                                                                       | 4.7 kB  00:00:00
extras                                                                     | 2.9 kB  00:00:00
updates                                                                    | 2.9 kB  00:00:00
(1/10): docker-ce-stable/7/x86_64/updateinfo                               |   55 B  00:00:00
(2/10): docker-ce-stable/7/x86_64/primary_db                               | 116 kB  00:00:00
(3/10): cuda-rhel7-x86_64/primary_db                                       | 2.1 MB  00:00:01
(4/10): base/7/x86_64/group_gz                                             | 153 kB  00:00:02
(5/10): epel/x86_64/group_gz                                               |  99 kB  00:00:01
epel/x86_64/primary_db         FAILED
http://mirror.de.leaseweb.net/epel/7/x86_64/repodata/4b31623aac417e09140aba503c78a89f51860e0b55fb7                                                                           a6532d095ad39f56f92-primary.sqlite.bz2: [Errno 14] HTTP Error 404 - Not Found
Trying other mirror.
To address this issue please refer to the below wiki article

https://wiki.centos.org/yum-errors

If above article doesn't help to resolve this issue please use https://bugs.centos.org/.

(6/10): extras/7/x86_64/primary_db                                         | 250 kB  00:00:00
(7/10): epel/x86_64/updateinfo                                             | 1.0 MB  00:00:02
(8/10): updates/7/x86_64/primary_db                                        |  22 MB  00:00:10
(9/10): base/7/x86_64/primary_db                                           | 6.1 MB  00:00:14
(10/10): epel/x86_64/primary_db                                            | 7.0 MB  00:00:12
Resolving Dependencies
--> Running transaction check
---> Package nvidia-driver-latest-dkms.x86_64 3:535.86.10-1.el7 will be installed
--> Processing Dependency: kmod-nvidia-latest-dkms = 3:535.86.10 for package: 3:nvidia-driver-late                                                                           st-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: nvidia-driver-latest-dkms-NVML(x86-64) = 3:535.86.10 for package: 3:nvi                                                                           dia-driver-latest-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: nvidia-driver-latest-dkms-NvFBCOpenGL(x86-64) = 3:535.86.10 for package                                                                           : 3:nvidia-driver-latest-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: nvidia-driver-latest-dkms-cuda(x86-64) = 3:535.86.10 for package: 3:nvi                                                                           dia-driver-latest-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: nvidia-driver-latest-dkms-cuda-libs(x86-64) = 3:535.86.10 for package:                                                                            3:nvidia-driver-latest-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: nvidia-driver-latest-dkms-devel(x86-64) = 3:535.86.10 for package: 3:nv                                                                           idia-driver-latest-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: nvidia-driver-latest-dkms-libs(x86-64) = 3:535.86.10 for package: 3:nvi                                                                           dia-driver-latest-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: nvidia-modprobe-latest-dkms(x86-64) = 3:535.86.10 for package: 3:nvidia                                                                           -driver-latest-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: nvidia-xconfig-latest-dkms(x86-64) = 3:535.86.10 for package: 3:nvidia-                                                                           driver-latest-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: yum-plugin-nvidia for package: 3:nvidia-driver-latest-dkms-535.86.10-1.                                                                           el7.x86_64
--> Processing Dependency: libnvidia-glcore.so.535.86.10()(64bit) for package: 3:nvidia-driver-lat                                                                           est-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: libnvidia-tls.so.535.86.10()(64bit) for package: 3:nvidia-driver-latest                                                                           -dkms-535.86.10-1.el7.x86_64
--> Running transaction check
---> Package kmod-nvidia-latest-dkms.x86_64 3:535.86.10-1.el7 will be installed
---> Package nvidia-driver-latest-dkms-NVML.x86_64 3:535.86.10-1.el7 will be installed
---> Package nvidia-driver-latest-dkms-NvFBCOpenGL.x86_64 3:535.86.10-1.el7 will be installed
---> Package nvidia-driver-latest-dkms-cuda.x86_64 3:535.86.10-1.el7 will be installed
--> Processing Dependency: nvidia-persistenced-latest-dkms = 3:535.86.10 for package: 3:nvidia-dri                                                                           ver-latest-dkms-cuda-535.86.10-1.el7.x86_64
--> Processing Dependency: ocl-icd for package: 3:nvidia-driver-latest-dkms-cuda-535.86.10-1.el7.x                                                                           86_64
--> Processing Dependency: opencl-filesystem for package: 3:nvidia-driver-latest-dkms-cuda-535.86.                                                                           10-1.el7.x86_64
---> Package nvidia-driver-latest-dkms-cuda-libs.x86_64 3:535.86.10-1.el7 will be installed
---> Package nvidia-driver-latest-dkms-devel.x86_64 3:535.86.10-1.el7 will be installed
---> Package nvidia-driver-latest-dkms-libs.x86_64 3:535.86.10-1.el7 will be installed
--> Processing Dependency: libglvnd-opengl(x86-64) >= 1.0 for package: 3:nvidia-driver-latest-dkms                                                                           -libs-535.86.10-1.el7.x86_64
--> Processing Dependency: libvdpau(x86-64) >= 0.5 for package: 3:nvidia-driver-latest-dkms-libs-5                                                                           35.86.10-1.el7.x86_64
--> Processing Dependency: vulkan-filesystem for package: 3:nvidia-driver-latest-dkms-libs-535.86.                                                                           10-1.el7.x86_64
---> Package nvidia-modprobe-latest-dkms.x86_64 3:535.86.10-1.el7 will be installed
---> Package nvidia-xconfig-latest-dkms.x86_64 3:535.86.10-1.el7 will be installed
---> Package yum-plugin-nvidia.noarch 0:0.5-1.el7 will be installed
--> Running transaction check
---> Package libglvnd-opengl.x86_64 1:1.0.1-0.8.git5baa1e5.el7 will be installed
---> Package libvdpau.x86_64 0:1.1.1-3.el7 will be installed
---> Package nvidia-persistenced-latest-dkms.x86_64 3:535.86.10-1.el7 will be installed
---> Package ocl-icd.x86_64 0:2.2.12-1.el7 will be installed
---> Package opencl-filesystem.noarch 0:1.0-5.el7 will be installed
---> Package vulkan-filesystem.noarch 0:1.1.97.0-1.el7 will be installed
--> Finished Dependency Resolution

Dependencies Resolved

==================================================================================================
 Package                               Arch   Version                     Repository         Size
==================================================================================================
Installing:
 nvidia-driver-latest-dkms             x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64 157 M
Installing for dependencies:
 kmod-nvidia-latest-dkms               x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64  43 M
 libglvnd-opengl                       x86_64 1:1.0.1-0.8.git5baa1e5.el7  base               43 k
 libvdpau                              x86_64 1.1.1-3.el7                 base               34 k
 nvidia-driver-latest-dkms-NVML        x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64 529 k
 nvidia-driver-latest-dkms-NvFBCOpenGL x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64  60 k
 nvidia-driver-latest-dkms-cuda        x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64 332 k
 nvidia-driver-latest-dkms-cuda-libs   x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64  43 M
 nvidia-driver-latest-dkms-devel       x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64  19 k
 nvidia-driver-latest-dkms-libs        x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64 183 M
 nvidia-modprobe-latest-dkms           x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64  35 k
 nvidia-persistenced-latest-dkms       x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64  37 k
 nvidia-xconfig-latest-dkms            x86_64 3:535.86.10-1.el7           cuda-rhel7-x86_64  95 k
 ocl-icd                               x86_64 2.2.12-1.el7                epel               43 k
 opencl-filesystem                     noarch 1.0-5.el7                   epel              3.9 k
 vulkan-filesystem                     noarch 1.1.97.0-1.el7              base              6.3 k
 yum-plugin-nvidia                     noarch 0.5-1.el7                   cuda-rhel7-x86_64 9.8 k

Transaction Summary
==================================================================================================
Install  1 Package (+16 Dependent packages)

Total download size: 427 M
Installed size: 888 M
Downloading packages:
(1/17): libvdpau-1.1.1-3.el7.x86_64.rpm                                    |  34 kB  00:00:00
(2/17): libglvnd-opengl-1.0.1-0.8.git5baa1e5.el7.x86_64.rpm                |  43 kB  00:00:02
warning: /var/cache/yum/x86_64/7/cuda-rhel7-x86_64/packages/kmod-nvidia-latest-dkms-535.86.10-1.el                                                                           7.x86_64.rpm: Header V4 RSA/SHA512 Signature, key ID d42d0685: NOKEY
Public key for kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64.rpm is not installed
(3/17): kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64.rpm                 |  43 MB  00:00:25
(4/17): nvidia-driver-latest-dkms-NVML-535.86.10-1.el7.x86_64.rpm          | 529 kB  00:00:00
(5/17): nvidia-driver-latest-dkms-NvFBCOpenGL-535.86.10-1.el7.x86_64.rpm   |  60 kB  00:00:00
(6/17): nvidia-driver-latest-dkms-cuda-535.86.10-1.el7.x86_64.rpm          | 332 kB  00:00:00
(7/17): nvidia-driver-latest-dkms-535.86.10-1.el7.x86_64.rpm               | 157 MB  00:00:50
(8/17): nvidia-driver-latest-dkms-devel-535.86.10-1.el7.x86_64.rpm         |  19 kB  00:00:00
(9/17): nvidia-driver-latest-dkms-cuda-libs-535.86.10-1.el7.x86_64.rpm     |  43 MB  00:00:24
(10/17): nvidia-modprobe-latest-dkms-535.86.10-1.el7.x86_64.rpm            |  35 kB  00:00:00
(11/17): nvidia-persistenced-latest-dkms-535.86.10-1.el7.x86_64.rpm        |  37 kB  00:00:00
(12/17): nvidia-xconfig-latest-dkms-535.86.10-1.el7.x86_64.rpm             |  95 kB  00:00:00
(13/17): yum-plugin-nvidia-0.5-1.el7.noarch.rpm                            | 9.8 kB  00:00:00
(14/17): vulkan-filesystem-1.1.97.0-1.el7.noarch.rpm                       | 6.3 kB  00:00:00
(15/17): opencl-filesystem-1.0-5.el7.noarch.rpm                            | 3.9 kB  00:00:00
(16/17): ocl-icd-2.2.12-1.el7.x86_64.rpm                                   |  43 kB  00:00:02
(17/17): nvidia-driver-latest-dkms-libs-535.86.10-1.el7.x86_64.rpm         | 183 MB  00:00:58
--------------------------------------------------------------------------------------------------
Total                                                             3.9 MB/s | 427 MB  00:01:48
Retrieving key from https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/D42D0685                                                                           .pub
Importing GPG key 0xD42D0685:
 Userid     : "cudatools <[email protected]>"
 Fingerprint: 610c 7b14 e068 a878 070d a4e9 9cd0 a493 d42d 0685
 From       : https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/D42D0685.pub
Running transaction check
Running transaction test
Transaction test succeeded
Running transaction
  Installing : 1:libglvnd-opengl-1.0.1-0.8.git5baa1e5.el7.x86_64                             1/17
  Installing : vulkan-filesystem-1.1.97.0-1.el7.noarch                                       2/17
  Installing : libvdpau-1.1.1-3.el7.x86_64                                                   3/17
  Installing : ocl-icd-2.2.12-1.el7.x86_64                                                   4/17
  Installing : opencl-filesystem-1.0-5.el7.noarch                                            5/17
  Installing : yum-plugin-nvidia-0.5-1.el7.noarch                                            6/17
  Installing : 3:nvidia-driver-latest-dkms-libs-535.86.10-1.el7.x86_64                       7/17
  Installing : 3:nvidia-driver-latest-dkms-cuda-libs-535.86.10-1.el7.x86_64                  8/17
  Installing : 3:nvidia-driver-latest-dkms-NVML-535.86.10-1.el7.x86_64                       9/17
  Installing : 3:nvidia-modprobe-latest-dkms-535.86.10-1.el7.x86_64                         10/17
  Installing : 3:nvidia-persistenced-latest-dkms-535.86.10-1.el7.x86_64                     11/17
  Installing : 3:nvidia-driver-latest-dkms-cuda-535.86.10-1.el7.x86_64                      12/17
  Installing : 3:kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64                             13/17
  Installing : 3:nvidia-xconfig-latest-dkms-535.86.10-1.el7.x86_64                          14/17
  Installing : 3:nvidia-driver-latest-dkms-535.86.10-1.el7.x86_64                           15/17
  Installing : 3:nvidia-driver-latest-dkms-NvFBCOpenGL-535.86.10-1.el7.x86_64               16/17
  Installing : 3:nvidia-driver-latest-dkms-devel-535.86.10-1.el7.x86_64                     17/17
  Verifying  : 3:nvidia-driver-latest-dkms-NvFBCOpenGL-535.86.10-1.el7.x86_64                1/17
  Verifying  : 3:nvidia-driver-latest-dkms-535.86.10-1.el7.x86_64                            2/17
  Verifying  : yum-plugin-nvidia-0.5-1.el7.noarch                                            3/17
  Verifying  : 3:nvidia-driver-latest-dkms-libs-535.86.10-1.el7.x86_64                       4/17
  Verifying  : 3:nvidia-driver-latest-dkms-cuda-libs-535.86.10-1.el7.x86_64                  5/17
  Verifying  : 3:nvidia-driver-latest-dkms-NVML-535.86.10-1.el7.x86_64                       6/17
  Verifying  : 3:nvidia-persistenced-latest-dkms-535.86.10-1.el7.x86_64                      7/17
  Verifying  : 3:nvidia-modprobe-latest-dkms-535.86.10-1.el7.x86_64                          8/17
  Verifying  : opencl-filesystem-1.0-5.el7.noarch                                            9/17
  Verifying  : 3:nvidia-driver-latest-dkms-cuda-535.86.10-1.el7.x86_64                      10/17
  Verifying  : ocl-icd-2.2.12-1.el7.x86_64                                                  11/17
  Verifying  : 3:nvidia-driver-latest-dkms-devel-535.86.10-1.el7.x86_64                     12/17
  Verifying  : libvdpau-1.1.1-3.el7.x86_64                                                  13/17
  Verifying  : vulkan-filesystem-1.1.97.0-1.el7.noarch                                      14/17
  Verifying  : 3:kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64                             15/17
  Verifying  : 1:libglvnd-opengl-1.0.1-0.8.git5baa1e5.el7.x86_64                            16/17
  Verifying  : 3:nvidia-xconfig-latest-dkms-535.86.10-1.el7.x86_64                          17/17

Installed:
  nvidia-driver-latest-dkms.x86_64 3:535.86.10-1.el7

Dependency Installed:
  kmod-nvidia-latest-dkms.x86_64 3:535.86.10-1.el7
  libglvnd-opengl.x86_64 1:1.0.1-0.8.git5baa1e5.el7
  libvdpau.x86_64 0:1.1.1-3.el7
  nvidia-driver-latest-dkms-NVML.x86_64 3:535.86.10-1.el7
  nvidia-driver-latest-dkms-NvFBCOpenGL.x86_64 3:535.86.10-1.el7
  nvidia-driver-latest-dkms-cuda.x86_64 3:535.86.10-1.el7
  nvidia-driver-latest-dkms-cuda-libs.x86_64 3:535.86.10-1.el7
  nvidia-driver-latest-dkms-devel.x86_64 3:535.86.10-1.el7
  nvidia-driver-latest-dkms-libs.x86_64 3:535.86.10-1.el7
  nvidia-modprobe-latest-dkms.x86_64 3:535.86.10-1.el7
  nvidia-persistenced-latest-dkms.x86_64 3:535.86.10-1.el7
  nvidia-xconfig-latest-dkms.x86_64 3:535.86.10-1.el7
  ocl-icd.x86_64 0:2.2.12-1.el7
  opencl-filesystem.noarch 0:1.0-5.el7
  vulkan-filesystem.noarch 0:1.1.97.0-1.el7
  yum-plugin-nvidia.noarch 0:0.5-1.el7

Complete!
[xxxx]$ sudo yum -y install cuda
Loaded plugins: fastestmirror, langpacks, nvidia
Repository 'epel' is missing name in configuration, using id
Loading mirror speeds from cached hostfile
 * base: centos.mirror.far.fi
 * epel: epel.mirror.serveriai.lt
 * extras: centos.mirror.far.fi
 * updates: centos.mirror.far.fi
Resolving Dependencies
--> Running transaction check
---> Package cuda.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-12-2 >= 12.2.1 for package: cuda-12.2.1-1.x86_64
--> Running transaction check
---> Package cuda-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-demo-suite-12-2 >= 12.2.128 for package: cuda-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-runtime-12-2 >= 12.2.1 for package: cuda-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-toolkit-12-2 >= 12.2.1 for package: cuda-12-2-12.2.1-1.x86_64
--> Running transaction check
---> Package cuda-demo-suite-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-runtime-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-libraries-12-2 >= 12.2.1 for package: cuda-runtime-12-2-12.2.1-1.x86_64
---> Package cuda-toolkit-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-compiler-12-2 >= 12.2.1 for package: cuda-toolkit-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-documentation-12-2 >= 12.2.128 for package: cuda-toolkit-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-libraries-devel-12-2 >= 12.2.1 for package: cuda-toolkit-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nvml-devel-12-2 >= 12.2.128 for package: cuda-toolkit-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-tools-12-2 >= 12.2.1 for package: cuda-toolkit-12-2-12.2.1-1.x86_64
--> Running transaction check
---> Package cuda-compiler-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-cuobjdump-12-2 >= 12.2.128 for package: cuda-compiler-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-cuxxfilt-12-2 >= 12.2.128 for package: cuda-compiler-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nvcc-12-2 >= 12.2.128 for package: cuda-compiler-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nvprune-12-2 >= 12.2.128 for package: cuda-compiler-12-2-12.2.1-1.x86_64
---> Package cuda-documentation-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-libraries-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-cudart-12-2 >= 12.2.128 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nvrtc-12-2 >= 12.2.128 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-opencl-12-2 >= 12.2.128 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcublas-12-2 >= 12.2.4.5 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcufft-12-2 >= 11.0.8.91 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcufile-12-2 >= 1.7.1.12 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcurand-12-2 >= 10.3.3.129 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcusolver-12-2 >= 11.5.1.129 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcusparse-12-2 >= 12.1.2.129 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: libnpp-12-2 >= 12.2.0.5 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: libnvjitlink-12-2 >= 12.2.128 for package: cuda-libraries-12-2-12.2.1-1.x86_64
--> Processing Dependency: libnvjpeg-12-2 >= 12.2.1.2 for package: cuda-libraries-12-2-12.2.1-1.x86_64
---> Package cuda-libraries-devel-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-cccl-12-2 >= 12.2.128 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-cudart-devel-12-2 >= 12.2.128 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-driver-devel-12-2 >= 12.2.128 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nvrtc-devel-12-2 >= 12.2.128 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-opencl-devel-12-2 >= 12.2.128 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-profiler-api-12-2 >= 12.2.128 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcublas-devel-12-2 >= 12.2.4.5 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcufft-devel-12-2 >= 11.0.8.91 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcufile-devel-12-2 >= 1.7.1.12 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcurand-devel-12-2 >= 10.3.3.129 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcusolver-devel-12-2 >= 11.5.1.129 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: libcusparse-devel-12-2 >= 12.1.2.129 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: libnpp-devel-12-2 >= 12.2.0.5 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: libnvjitlink-devel-12-2 >= 12.2.128 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
--> Processing Dependency: libnvjpeg-devel-12-2 >= 12.2.1.2 for package: cuda-libraries-devel-12-2-12.2.1-1.x86_64
---> Package cuda-nvml-devel-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-tools-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-command-line-tools-12-2 >= 12.2.1 for package: cuda-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-visual-tools-12-2 >= 12.2.1 for package: cuda-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: gds-tools-12-2 >= 1.7.1.12 for package: cuda-tools-12-2-12.2.1-1.x86_64
--> Running transaction check
---> Package cuda-cccl-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-command-line-tools-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-cupti-12-2 >= 12.2.131 for package: cuda-command-line-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-gdb-12-2 >= 12.2.128 for package: cuda-command-line-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nvdisasm-12-2 >= 12.2.128 for package: cuda-command-line-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nvprof-12-2 >= 12.2.131 for package: cuda-command-line-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nvtx-12-2 >= 12.2.128 for package: cuda-command-line-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-sanitizer-12-2 >= 12.2.128 for package: cuda-command-line-tools-12-2-12.2.1-1.x86_64
---> Package cuda-cudart-12-2.x86_64 0:12.2.128-1 will be installed
--> Processing Dependency: cuda-toolkit-12-2-config-common for package: cuda-cudart-12-2-12.2.128-1.x86_64
--> Processing Dependency: cuda-toolkit-12-config-common for package: cuda-cudart-12-2-12.2.128-1.x86_64
--> Processing Dependency: cuda-toolkit-config-common for package: cuda-cudart-12-2-12.2.128-1.x86_64
---> Package cuda-cudart-devel-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-cuobjdump-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-cuxxfilt-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-driver-devel-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-nvcc-12-2.x86_64 0:12.2.128-1 will be installed
--> Processing Dependency: cuda-crt-12-2 = 12.2.128 for package: cuda-nvcc-12-2-12.2.128-1.x86_64
--> Processing Dependency: cuda-nvvm-12-2 = 12.2.128 for package: cuda-nvcc-12-2-12.2.128-1.x86_64
---> Package cuda-nvprune-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-nvrtc-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-nvrtc-devel-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-opencl-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-opencl-devel-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-profiler-api-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-visual-tools-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: cuda-nsight-12-2 >= 12.2.128 for package: cuda-visual-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nsight-compute-12-2 >= 12.2.1 for package: cuda-visual-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nsight-systems-12-2 >= 12.2.1 for package: cuda-visual-tools-12-2-12.2.1-1.x86_64
--> Processing Dependency: cuda-nvvp-12-2 >= 12.2.131 for package: cuda-visual-tools-12-2-12.2.1-1.x86_64
---> Package gds-tools-12-2.x86_64 0:1.7.1.12-1 will be installed
---> Package libcublas-12-2.x86_64 0:12.2.4.5-1 will be installed
---> Package libcublas-devel-12-2.x86_64 0:12.2.4.5-1 will be installed
---> Package libcufft-12-2.x86_64 0:11.0.8.91-1 will be installed
---> Package libcufft-devel-12-2.x86_64 0:11.0.8.91-1 will be installed
---> Package libcufile-12-2.x86_64 0:1.7.1.12-1 will be installed
---> Package libcufile-devel-12-2.x86_64 0:1.7.1.12-1 will be installed
---> Package libcurand-12-2.x86_64 0:10.3.3.129-1 will be installed
---> Package libcurand-devel-12-2.x86_64 0:10.3.3.129-1 will be installed
---> Package libcusolver-12-2.x86_64 0:11.5.1.129-1 will be installed
---> Package libcusolver-devel-12-2.x86_64 0:11.5.1.129-1 will be installed
---> Package libcusparse-12-2.x86_64 0:12.1.2.129-1 will be installed
---> Package libcusparse-devel-12-2.x86_64 0:12.1.2.129-1 will be installed
---> Package libnpp-12-2.x86_64 0:12.2.0.5-1 will be installed
---> Package libnpp-devel-12-2.x86_64 0:12.2.0.5-1 will be installed
---> Package libnvjitlink-12-2.x86_64 0:12.2.128-1 will be installed
---> Package libnvjitlink-devel-12-2.x86_64 0:12.2.128-1 will be installed
---> Package libnvjpeg-12-2.x86_64 0:12.2.1.2-1 will be installed
---> Package libnvjpeg-devel-12-2.x86_64 0:12.2.1.2-1 will be installed
--> Running transaction check
---> Package cuda-crt-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-cupti-12-2.x86_64 0:12.2.131-1 will be installed
---> Package cuda-gdb-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-nsight-12-2.x86_64 0:12.2.128-1 will be installed
--> Processing Dependency: jre >= 1.7 for package: cuda-nsight-12-2-12.2.128-1.x86_64
---> Package cuda-nsight-compute-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: nsight-compute-2023.2.1 >= 2023.2.1.3 for package: cuda-nsight-compute-12-2-12.2.1-1.x86_64
---> Package cuda-nsight-systems-12-2.x86_64 0:12.2.1-1 will be installed
--> Processing Dependency: nsight-systems >= 2023.2.3.1001 for package: cuda-nsight-systems-12-2-12.2.1-1.x86_64
---> Package cuda-nvdisasm-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-nvprof-12-2.x86_64 0:12.2.131-1 will be installed
---> Package cuda-nvtx-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-nvvm-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-nvvp-12-2.x86_64 0:12.2.131-1 will be installed
---> Package cuda-sanitizer-12-2.x86_64 0:12.2.128-1 will be installed
---> Package cuda-toolkit-12-2-config-common.noarch 0:12.2.128-1 will be installed
---> Package cuda-toolkit-12-config-common.noarch 0:12.2.128-1 will be installed
---> Package cuda-toolkit-config-common.noarch 0:12.2.128-1 will be installed
--> Running transaction check
---> Package java-1.8.0-openjdk.x86_64 1:1.8.0.372.b07-1.el7_9 will be installed
--> Processing Dependency: java-1.8.0-openjdk-headless(x86-64) = 1:1.8.0.372.b07-1.el7_9 for package: 1:java-1.8.0-openjdk-1.8.0.372.b07-1.el7_9.x86_64
--> Processing Dependency: xorg-x11-fonts-Type1 for package: 1:java-1.8.0-openjdk-1.8.0.372.b07-1.el7_9.x86_64
--> Processing Dependency: libjvm.so(SUNWprivate_1.1)(64bit) for package: 1:java-1.8.0-openjdk-1.8.0.372.b07-1.el7_9.x86_64
--> Processing Dependency: libjava.so(SUNWprivate_1.1)(64bit) for package: 1:java-1.8.0-openjdk-1.8.0.372.b07-1.el7_9.x86_64
--> Processing Dependency: libjvm.so()(64bit) for package: 1:java-1.8.0-openjdk-1.8.0.372.b07-1.el7_9.x86_64
--> Processing Dependency: libjava.so()(64bit) for package: 1:java-1.8.0-openjdk-1.8.0.372.b07-1.el7_9.x86_64
---> Package nsight-compute-2023.2.1.x86_64 0:2023.2.1.3-1 will be installed
---> Package nsight-systems-2023.2.3.x86_64 0:2023.2.3.1001_32894139v0-0 will be installed
--> Processing Dependency: libxcb-icccm.so.4()(64bit) for package: nsight-systems-2023.2.3-2023.2.3.1001_32894139v0-0.x86_64
--> Processing Dependency: libxcb-image.so.0()(64bit) for package: nsight-systems-2023.2.3-2023.2.3.1001_32894139v0-0.x86_64
--> Processing Dependency: libxcb-keysyms.so.1()(64bit) for package: nsight-systems-2023.2.3-2023.2.3.1001_32894139v0-0.x86_64
--> Processing Dependency: libxcb-render-util.so.0()(64bit) for package: nsight-systems-2023.2.3-2023.2.3.1001_32894139v0-0.x86_64
--> Running transaction check
---> Package java-1.8.0-openjdk-headless.x86_64 1:1.8.0.372.b07-1.el7_9 will be installed
--> Processing Dependency: tzdata-java >= 2022g for package: 1:java-1.8.0-openjdk-headless-1.8.0.372.b07-1.el7_9.x86_64
--> Processing Dependency: copy-jdk-configs >= 3.3 for package: 1:java-1.8.0-openjdk-headless-1.8.0.372.b07-1.el7_9.x86_64
--> Processing Dependency: lksctp-tools(x86-64) for package: 1:java-1.8.0-openjdk-headless-1.8.0.372.b07-1.el7_9.x86_64
--> Processing Dependency: jpackage-utils for package: 1:java-1.8.0-openjdk-headless-1.8.0.372.b07-1.el7_9.x86_64
---> Package xcb-util-image.x86_64 0:0.4.0-2.el7 will be installed
---> Package xcb-util-keysyms.x86_64 0:0.4.0-1.el7 will be installed
---> Package xcb-util-renderutil.x86_64 0:0.3.9-3.el7 will be installed
---> Package xcb-util-wm.x86_64 0:0.4.1-5.el7 will be installed
---> Package xorg-x11-fonts-Type1.noarch 0:7.5-9.el7 will be installed
--> Processing Dependency: ttmkfdir for package: xorg-x11-fonts-Type1-7.5-9.el7.noarch
--> Processing Dependency: ttmkfdir for package: xorg-x11-fonts-Type1-7.5-9.el7.noarch
--> Running transaction check
---> Package copy-jdk-configs.noarch 0:3.3-11.el7_9 will be installed
---> Package javapackages-tools.noarch 0:3.4.1-11.el7 will be installed
--> Processing Dependency: python-javapackages = 3.4.1-11.el7 for package: javapackages-tools-3.4.1-11.el7.noarch
---> Package lksctp-tools.x86_64 0:1.0.17-2.el7 will be installed
---> Package ttmkfdir.x86_64 0:3.0.9-42.el7 will be installed
---> Package tzdata-java.noarch 0:2023c-1.el7 will be installed
--> Running transaction check
---> Package python-javapackages.noarch 0:3.4.1-11.el7 will be installed
--> Processing Dependency: python-lxml for package: python-javapackages-3.4.1-11.el7.noarch
--> Running transaction check
---> Package python-lxml.x86_64 0:3.2.1-4.el7 will be installed
--> Finished Dependency Resolution

Dependencies Resolved

=============================================================================================================================================================================
 Package                                             Arch                       Version                                          Repository                             Size
=============================================================================================================================================================================
Installing:
 cuda                                                x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     7.3 k
Installing for dependencies:
 copy-jdk-configs                                    noarch                     3.3-11.el7_9                                     updates                                22 k
 cuda-12-2                                           x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     7.4 k
 cuda-cccl-12-2                                      x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     1.8 M
 cuda-command-line-tools-12-2                        x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     7.5 k
 cuda-compiler-12-2                                  x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     7.3 k
 cuda-crt-12-2                                       x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     110 k
 cuda-cudart-12-2                                    x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     218 k
 cuda-cudart-devel-12-2                              x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     2.0 M
 cuda-cuobjdump-12-2                                 x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     230 k
 cuda-cupti-12-2                                     x86_64                     12.2.131-1                                       cuda-rhel7-x86_64                      28 M
 cuda-cuxxfilt-12-2                                  x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     283 k
 cuda-demo-suite-12-2                                x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     5.1 M
 cuda-documentation-12-2                             x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     127 k
 cuda-driver-devel-12-2                              x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      41 k
 cuda-gdb-12-2                                       x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     5.9 M
 cuda-libraries-12-2                                 x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     7.6 k
 cuda-libraries-devel-12-2                           x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     7.8 k
 cuda-nsight-12-2                                    x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     113 M
 cuda-nsight-compute-12-2                            x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     9.9 k
 cuda-nsight-systems-12-2                            x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     9.4 k
 cuda-nvcc-12-2                                      x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      61 M
 cuda-nvdisasm-12-2                                  x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      48 M
 cuda-nvml-devel-12-2                                x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                     119 k
 cuda-nvprof-12-2                                    x86_64                     12.2.131-1                                       cuda-rhel7-x86_64                     5.0 M
 cuda-nvprune-12-2                                   x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      72 k
 cuda-nvrtc-12-2                                     x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      22 M
 cuda-nvrtc-devel-12-2                               x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      21 M
 cuda-nvtx-12-2                                      x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      88 k
 cuda-nvvm-12-2                                      x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      26 M
 cuda-nvvp-12-2                                      x86_64                     12.2.131-1                                       cuda-rhel7-x86_64                     115 M
 cuda-opencl-12-2                                    x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      34 k
 cuda-opencl-devel-12-2                              x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      95 k
 cuda-profiler-api-12-2                              x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      26 k
 cuda-runtime-12-2                                   x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     7.3 k
 cuda-sanitizer-12-2                                 x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      17 M
 cuda-toolkit-12-2                                   x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     8.7 k
 cuda-toolkit-12-2-config-common                     noarch                     12.2.128-1                                       cuda-rhel7-x86_64                     7.7 k
 cuda-toolkit-12-config-common                       noarch                     12.2.128-1                                       cuda-rhel7-x86_64                     7.9 k
 cuda-toolkit-config-common                          noarch                     12.2.128-1                                       cuda-rhel7-x86_64                     7.9 k
 cuda-tools-12-2                                     x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     7.3 k
 cuda-visual-tools-12-2                              x86_64                     12.2.1-1                                         cuda-rhel7-x86_64                     7.4 k
 gds-tools-12-2                                      x86_64                     1.7.1.12-1                                       cuda-rhel7-x86_64                      42 M
 java-1.8.0-openjdk                                  x86_64                     1:1.8.0.372.b07-1.el7_9                          updates                               317 k
 java-1.8.0-openjdk-headless                         x86_64                     1:1.8.0.372.b07-1.el7_9                          updates                                33 M
 javapackages-tools                                  noarch                     3.4.1-11.el7                                     base                                   73 k
 libcublas-12-2                                      x86_64                     12.2.4.5-1                                       cuda-rhel7-x86_64                     393 M
 libcublas-devel-12-2                                x86_64                     12.2.4.5-1                                       cuda-rhel7-x86_64                     445 M
 libcufft-12-2                                       x86_64                     11.0.8.91-1                                      cuda-rhel7-x86_64                      94 M
 libcufft-devel-12-2                                 x86_64                     11.0.8.91-1                                      cuda-rhel7-x86_64                     190 M
 libcufile-12-2                                      x86_64                     1.7.1.12-1                                       cuda-rhel7-x86_64                     1.1 M
 libcufile-devel-12-2                                x86_64                     1.7.1.12-1                                       cuda-rhel7-x86_64                     4.7 M
 libcurand-12-2                                      x86_64                     10.3.3.129-1                                     cuda-rhel7-x86_64                      53 M
 libcurand-devel-12-2                                x86_64                     10.3.3.129-1                                     cuda-rhel7-x86_64                      53 M
 libcusolver-12-2                                    x86_64                     11.5.1.129-1                                     cuda-rhel7-x86_64                     119 M
 libcusolver-devel-12-2                              x86_64                     11.5.1.129-1                                     cuda-rhel7-x86_64                      78 M
 libcusparse-12-2                                    x86_64                     12.1.2.129-1                                     cuda-rhel7-x86_64                     186 M
 libcusparse-devel-12-2                              x86_64                     12.1.2.129-1                                     cuda-rhel7-x86_64                     378 M
 libnpp-12-2                                         x86_64                     12.2.0.5-1                                       cuda-rhel7-x86_64                     151 M
 libnpp-devel-12-2                                   x86_64                     12.2.0.5-1                                       cuda-rhel7-x86_64                     148 M
 libnvjitlink-12-2                                   x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      19 M
 libnvjitlink-devel-12-2                             x86_64                     12.2.128-1                                       cuda-rhel7-x86_64                      18 M
 libnvjpeg-12-2                                      x86_64                     12.2.1.2-1                                       cuda-rhel7-x86_64                     3.3 M
 libnvjpeg-devel-12-2                                x86_64                     12.2.1.2-1                                       cuda-rhel7-x86_64                     3.0 M
 lksctp-tools                                        x86_64                     1.0.17-2.el7                                     base                                   88 k
 nsight-compute-2023.2.1                             x86_64                     2023.2.1.3-1                                     cuda-rhel7-x86_64                     816 M
 nsight-systems-2023.2.3                             x86_64                     2023.2.3.1001_32894139v0-0                       cuda-rhel7-x86_64                     299 M
 python-javapackages                                 noarch                     3.4.1-11.el7                                     base                                   31 k
 python-lxml                                         x86_64                     3.2.1-4.el7                                      base                                  758 k
 ttmkfdir                                            x86_64                     3.0.9-42.el7                                     base                                   48 k
 tzdata-java                                         noarch                     2023c-1.el7                                      updates                               186 k
 xcb-util-image                                      x86_64                     0.4.0-2.el7                                      base                                   15 k
 xcb-util-keysyms                                    x86_64                     0.4.0-1.el7                                      base                                   10 k
 xcb-util-renderutil                                 x86_64                     0.3.9-3.el7                                      base                                   12 k
 xcb-util-wm                                         x86_64                     0.4.1-5.el7                                      base                                   25 k
 xorg-x11-fonts-Type1                                noarch                     7.5-9.el7                                        base                                  521 k

Transaction Summary
=============================================================================================================================================================================
Install  1 Package (+75 Dependent packages)

Total download size: 3.9 G
Installed size: 7.1 G
Downloading packages:
(1/76): copy-jdk-configs-3.3-11.el7_9.noarch.rpm                                                                                                      |  22 kB  00:00:01
(2/76): cuda-12-2-12.2.1-1.x86_64.rpm                                                                                                                 | 7.4 kB  00:00:01
(3/76): cuda-12.2.1-1.x86_64.rpm                                                                                                                      | 7.3 kB  00:00:01
(4/76): cuda-command-line-tools-12-2-12.2.1-1.x86_64.rpm                                                                                              | 7.5 kB  00:00:00
(5/76): cuda-compiler-12-2-12.2.1-1.x86_64.rpm                                                                                                        | 7.3 kB  00:00:00
(6/76): cuda-crt-12-2-12.2.128-1.x86_64.rpm                                                                                                           | 110 kB  00:00:00
(7/76): cuda-cccl-12-2-12.2.128-1.x86_64.rpm                                                                                                          | 1.8 MB  00:00:00
(8/76): cuda-cudart-12-2-12.2.128-1.x86_64.rpm                                                                                                        | 218 kB  00:00:00
(9/76): cuda-cuobjdump-12-2-12.2.128-1.x86_64.rpm                                                                                                     | 230 kB  00:00:00
(10/76): cuda-cudart-devel-12-2-12.2.128-1.x86_64.rpm                                                                                                 | 2.0 MB  00:00:00
(11/76): cuda-cuxxfilt-12-2-12.2.128-1.x86_64.rpm                                                                                                     | 283 kB  00:00:00
(12/76): cuda-demo-suite-12-2-12.2.128-1.x86_64.rpm                                                                                                   | 5.1 MB  00:00:01
(13/76): cuda-documentation-12-2-12.2.128-1.x86_64.rpm                                                                                                | 127 kB  00:00:00
(14/76): cuda-driver-devel-12-2-12.2.128-1.x86_64.rpm                                                                                                 |  41 kB  00:00:00
(15/76): cuda-gdb-12-2-12.2.128-1.x86_64.rpm                                                                                                          | 5.9 MB  00:00:02
(16/76): cuda-libraries-12-2-12.2.1-1.x86_64.rpm                                                                                                      | 7.6 kB  00:00:00
(17/76): cuda-libraries-devel-12-2-12.2.1-1.x86_64.rpm                                                                                                | 7.8 kB  00:00:00
(18/76): cuda-cupti-12-2-12.2.131-1.x86_64.rpm                                                                                                        |  28 MB  00:00:15
(19/76): cuda-nsight-compute-12-2-12.2.1-1.x86_64.rpm                                                                                                 | 9.9 kB  00:00:00
(20/76): cuda-nsight-systems-12-2-12.2.1-1.x86_64.rpm                                                                                                 | 9.4 kB  00:00:00
(21/76): cuda-nsight-12-2-12.2.128-1.x86_64.rpm                                                                                                       | 113 MB  00:00:34
(22/76): cuda-nvcc-12-2-12.2.128-1.x86_64.rpm                                                                                                         |  61 MB  00:00:33
(23/76): cuda-nvml-devel-12-2-12.2.128-1.x86_64.rpm                                                                                                   | 119 kB  00:00:00
(24/76): cuda-nvprof-12-2-12.2.131-1.x86_64.rpm                                                                                                       | 5.0 MB  00:00:02
(25/76): cuda-nvprune-12-2-12.2.128-1.x86_64.rpm                                                                                                      |  72 kB  00:00:00
(26/76): cuda-nvdisasm-12-2-12.2.128-1.x86_64.rpm                                                                                                     |  48 MB  00:00:14
(27/76): cuda-nvrtc-devel-12-2-12.2.128-1.x86_64.rpm                                                                                                  |  21 MB  00:00:06
(28/76): cuda-nvtx-12-2-12.2.128-1.x86_64.rpm                                                                                                         |  88 kB  00:00:00
(29/76): cuda-nvrtc-12-2-12.2.128-1.x86_64.rpm                                                                                                        |  22 MB  00:00:13
(30/76): cuda-nvvm-12-2-12.2.128-1.x86_64.rpm                                                                                                         |  26 MB  00:00:08
(31/76): cuda-opencl-12-2-12.2.128-1.x86_64.rpm                                                                                                       |  34 kB  00:00:00
(32/76): cuda-opencl-devel-12-2-12.2.128-1.x86_64.rpm                                                                                                 |  95 kB  00:00:00
(33/76): cuda-profiler-api-12-2-12.2.128-1.x86_64.rpm                                                                                                 |  26 kB  00:00:00
(34/76): cuda-runtime-12-2-12.2.1-1.x86_64.rpm                                                                                                        | 7.3 kB  00:00:00
(35/76): cuda-sanitizer-12-2-12.2.128-1.x86_64.rpm                                                                                                    |  17 MB  00:00:05
(36/76): cuda-toolkit-12-2-12.2.1-1.x86_64.rpm                                                                                                        | 8.7 kB  00:00:00
(37/76): cuda-toolkit-12-2-config-common-12.2.128-1.noarch.rpm                                                                                        | 7.7 kB  00:00:00
(38/76): cuda-toolkit-12-config-common-12.2.128-1.noarch.rpm                                                                                          | 7.9 kB  00:00:00
(39/76): cuda-toolkit-config-common-12.2.128-1.noarch.rpm                                                                                             | 7.9 kB  00:00:00
(40/76): cuda-tools-12-2-12.2.1-1.x86_64.rpm                                                                                                          | 7.3 kB  00:00:00
(41/76): cuda-visual-tools-12-2-12.2.1-1.x86_64.rpm                                                                                                   | 7.4 kB  00:00:00
(42/76): java-1.8.0-openjdk-1.8.0.372.b07-1.el7_9.x86_64.rpm                                                                                          | 317 kB  00:00:01
(43/76): javapackages-tools-3.4.1-11.el7.noarch.rpm                                                                                                   |  73 kB  00:00:01
(44/76): java-1.8.0-openjdk-headless-1.8.0.372.b07-1.el7_9.x86_64.rpm                                                                                 |  33 MB  00:00:14
(45/76): gds-tools-12-2-1.7.1.12-1.x86_64.rpm                                                                                                         |  42 MB  00:00:15
(46/76): cuda-nvvp-12-2-12.2.131-1.x86_64.rpm                                                                                                         | 115 MB  00:01:05
(47/76): libcublas-12-2-12.2.4.5-1.x86_64.rpm                                                                                                         | 393 MB  00:01:59
(48/76): libcufft-12-2-11.0.8.91-1.x86_64.rpm                                                                                                         |  94 MB  00:00:29
(49/76): libcufft-devel-12-2-11.0.8.91-1.x86_64.rpm                                                                                                   | 190 MB  00:01:03
(50/76): libcufile-12-2-1.7.1.12-1.x86_64.rpm                                                                                                         | 1.1 MB  00:00:00
(51/76): libcufile-devel-12-2-1.7.1.12-1.x86_64.rpm                                                                                                   | 4.7 MB  00:00:01
(52/76): libcurand-12-2-10.3.3.129-1.x86_64.rpm                                                                                                       |  53 MB  00:00:16
(53/76): libcurand-devel-12-2-10.3.3.129-1.x86_64.rpm                                                                                                 |  53 MB  00:00:28
(54/76): libcublas-devel-12-2-12.2.4.5-1.x86_64.rpm                                                                                                   | 445 MB  00:04:07
(55/76): libcusolver-12-2-11.5.1.129-1.x86_64.rpm                                                                                                     | 119 MB  00:01:03
(56/76): libcusolver-devel-12-2-11.5.1.129-1.x86_64.rpm                                                                                               |  78 MB  00:00:40
(57/76): libcusparse-12-2-12.1.2.129-1.x86_64.rpm                                                                                                     | 186 MB  00:01:38
(58/76): libnpp-12-2-12.2.0.5-1.x86_64.rpm                                                                                                            | 151 MB  00:01:19
(59/76): libcusparse-devel-12-2-12.1.2.129-1.x86_64.rpm                                                                                               | 378 MB  00:03:17
(60/76): libnvjitlink-12-2-12.2.128-1.x86_64.rpm                                                                                                      |  19 MB  00:00:06
(61/76): libnvjitlink-devel-12-2-12.2.128-1.x86_64.rpm                                                                                                |  18 MB  00:00:05
(62/76): libnvjpeg-12-2-12.2.1.2-1.x86_64.rpm                                                                                                         | 3.3 MB  00:00:01
(63/76): libnvjpeg-devel-12-2-12.2.1.2-1.x86_64.rpm                                                                                                   | 3.0 MB  00:00:01
(64/76): lksctp-tools-1.0.17-2.el7.x86_64.rpm                                                                                                         |  88 kB  00:00:01
(65/76): libnpp-devel-12-2-12.2.0.5-1.x86_64.rpm                                                                                                      | 148 MB  00:00:46
(66/76): python-javapackages-3.4.1-11.el7.noarch.rpm                                                                                                  |  31 kB  00:00:00
(67/76): ttmkfdir-3.0.9-42.el7.x86_64.rpm                                                                                                             |  48 kB  00:00:01
(68/76): xcb-util-image-0.4.0-2.el7.x86_64.rpm                                                                                                        |  15 kB  00:00:00
(69/76): python-lxml-3.2.1-4.el7.x86_64.rpm                                                                                                           | 758 kB  00:00:01
(70/76): xcb-util-keysyms-0.4.0-1.el7.x86_64.rpm                                                                                                      |  10 kB  00:00:00
(71/76): xcb-util-renderutil-0.3.9-3.el7.x86_64.rpm                                                                                                   |  12 kB  00:00:00
(72/76): xcb-util-wm-0.4.1-5.el7.x86_64.rpm                                                                                                           |  25 kB  00:00:00
(73/76): xorg-x11-fonts-Type1-7.5-9.el7.noarch.rpm                                                                                                    | 521 kB  00:00:00
(74/76): tzdata-java-2023c-1.el7.noarch.rpm                                                                                                           | 186 kB  00:00:02
(75/76): nsight-systems-2023.2.3-2023.2.3.1001_3289413-0.x86_64.rpm                                                                                   | 299 MB  00:02:32
(76/76): nsight-compute-2023.2.1-2023.2.1.3-1.x86_64.rpm                                                                                              | 816 MB  00:04:10
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                        4.5 MB/s | 3.9 GB  00:14:45
Running transaction check
Running transaction test
Transaction test succeeded
Running transaction
  Installing : cuda-toolkit-12-config-common-12.2.128-1.noarch                                                                                                          1/76
  Installing : cuda-toolkit-12-2-config-common-12.2.128-1.noarch                                                                                                        2/76
  Installing : cuda-toolkit-config-common-12.2.128-1.noarch                                                                                                             3/76
  Installing : libcurand-12-2-10.3.3.129-1.x86_64                                                                                                                       4/76
  Installing : libcufile-12-2-1.7.1.12-1.x86_64                                                                                                                         5/76
  Installing : libcublas-12-2-12.2.4.5-1.x86_64                                                                                                                         6/76
  Installing : libcusparse-12-2-12.1.2.129-1.x86_64                                                                                                                     7/76
  Installing : libnpp-12-2-12.2.0.5-1.x86_64                                                                                                                            8/76
  Installing : cuda-opencl-12-2-12.2.128-1.x86_64                                                                                                                       9/76
  Installing : libnvjpeg-12-2-12.2.1.2-1.x86_64                                                                                                                        10/76
  Installing : libcufft-12-2-11.0.8.91-1.x86_64                                                                                                                        11/76
  Installing : cuda-cudart-12-2-12.2.128-1.x86_64                                                                                                                      12/76
  Installing : libcusolver-12-2-11.5.1.129-1.x86_64                                                                                                                    13/76
  Installing : libnvjitlink-12-2-12.2.128-1.x86_64                                                                                                                     14/76
  Installing : cuda-cccl-12-2-12.2.128-1.x86_64                                                                                                                        15/76
  Installing : cuda-nvrtc-12-2-12.2.128-1.x86_64                                                                                                                       16/76
  Installing : cuda-libraries-12-2-12.2.1-1.x86_64                                                                                                                     17/76
  Installing : cuda-nvdisasm-12-2-12.2.128-1.x86_64                                                                                                                    18/76
  Installing : cuda-nvprof-12-2-12.2.131-1.x86_64                                                                                                                      19/76
  Installing : cuda-nvml-devel-12-2-12.2.128-1.x86_64                                                                                                                  20/76
  Installing : cuda-runtime-12-2-12.2.1-1.x86_64                                                                                                                       21/76
  Installing : cuda-nvrtc-devel-12-2-12.2.128-1.x86_64                                                                                                                 22/76
  Installing : cuda-cudart-devel-12-2-12.2.128-1.x86_64                                                                                                                23/76
  Installing : libnvjitlink-devel-12-2-12.2.128-1.x86_64                                                                                                               24/76
  Installing : libcusolver-devel-12-2-11.5.1.129-1.x86_64                                                                                                              25/76
  Installing : libcufft-devel-12-2-11.0.8.91-1.x86_64                                                                                                                  26/76
  Installing : libnvjpeg-devel-12-2-12.2.1.2-1.x86_64                                                                                                                  27/76
  Installing : cuda-opencl-devel-12-2-12.2.128-1.x86_64                                                                                                                28/76
  Installing : libnpp-devel-12-2-12.2.0.5-1.x86_64                                                                                                                     29/76
  Installing : libcusparse-devel-12-2-12.1.2.129-1.x86_64                                                                                                              30/76
  Installing : libcublas-devel-12-2-12.2.4.5-1.x86_64                                                                                                                  31/76
  Installing : libcufile-devel-12-2-1.7.1.12-1.x86_64                                                                                                                  32/76
  Installing : libcurand-devel-12-2-10.3.3.129-1.x86_64                                                                                                                33/76
  Installing : tzdata-java-2023c-1.el7.noarch                                                                                                                          34/76
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  Installing : cuda-nvprune-12-2-12.2.128-1.x86_64                                                                                                                     37/76
  Installing : xcb-util-image-0.4.0-2.el7.x86_64                                                                                                                       38/76
  Installing : cuda-cuobjdump-12-2-12.2.128-1.x86_64                                                                                                                   39/76
  Installing : copy-jdk-configs-3.3-11.el7_9.noarch                                                                                                                    40/76
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  Installing : cuda-gdb-12-2-12.2.128-1.x86_64                                                                                                                         43/76
  Installing : xcb-util-renderutil-0.3.9-3.el7.x86_64                                                                                                                  44/76
  Installing : cuda-profiler-api-12-2-12.2.128-1.x86_64                                                                                                                45/76
  Installing : cuda-libraries-devel-12-2-12.2.1-1.x86_64                                                                                                               46/76
  Installing : lksctp-tools-1.0.17-2.el7.x86_64                                                                                                                        47/76
  Installing : cuda-nvvm-12-2-12.2.128-1.x86_64                                                                                                                        48/76
  Installing : nsight-compute-2023.2.1-2023.2.1.3-1.x86_64                                                                                                             49/76
  Installing : cuda-nsight-compute-12-2-12.2.1-1.x86_64                                                                                                                50/76
  Installing : cuda-crt-12-2-12.2.128-1.x86_64                                                                                                                         51/76
  Installing : cuda-nvcc-12-2-12.2.128-1.x86_64                                                                                                                        52/76
  Installing : cuda-compiler-12-2-12.2.1-1.x86_64                                                                                                                      53/76
  Installing : xcb-util-keysyms-0.4.0-1.el7.x86_64                                                                                                                     54/76
  Installing : nsight-systems-2023.2.3-2023.2.3.1001_32894139v0-0.x86_64                                                                                               55/76
  Installing : cuda-nsight-systems-12-2-12.2.1-1.x86_64                                                                                                                56/76
  Installing : cuda-cupti-12-2-12.2.131-1.x86_64                                                                                                                       57/76
  Installing : python-lxml-3.2.1-4.el7.x86_64                                                                                                                          58/76
  Installing : python-javapackages-3.4.1-11.el7.noarch                                                                                                                 59/76
  Installing : javapackages-tools-3.4.1-11.el7.noarch                                                                                                                  60/76
  Installing : 1:java-1.8.0-openjdk-headless-1.8.0.372.b07-1.el7_9.x86_64                                                                                              61/76
  Installing : ttmkfdir-3.0.9-42.el7.x86_64                                                                                                                            62/76
  Installing : xorg-x11-fonts-Type1-7.5-9.el7.noarch                                                                                                                   63/76
  Installing : 1:java-1.8.0-openjdk-1.8.0.372.b07-1.el7_9.x86_64                                                                                                       64/76
  Installing : cuda-nsight-12-2-12.2.128-1.x86_64                                                                                                                      65/76
  Installing : cuda-nvvp-12-2-12.2.131-1.x86_64                                                                                                                        66/76
  Installing : cuda-visual-tools-12-2-12.2.1-1.x86_64                                                                                                                  67/76
  Installing : cuda-documentation-12-2-12.2.128-1.x86_64                                                                                                               68/76
  Installing : gds-tools-12-2-1.7.1.12-1.x86_64                                                                                                                        69/76
  Installing : cuda-nvtx-12-2-12.2.128-1.x86_64                                                                                                                        70/76
  Installing : cuda-sanitizer-12-2-12.2.128-1.x86_64                                                                                                                   71/76
  Installing : cuda-command-line-tools-12-2-12.2.1-1.x86_64                                                                                                            72/76
  Installing : cuda-tools-12-2-12.2.1-1.x86_64                                                                                                                         73/76
  Installing : cuda-toolkit-12-2-12.2.1-1.x86_64                                                                                                                       74/76
  Installing : cuda-12-2-12.2.1-1.x86_64                                                                                                                               75/76
  Installing : cuda-12.2.1-1.x86_64                                                                                                                                    76/76
  Verifying  : cuda-nvml-devel-12-2-12.2.128-1.x86_64                                                                                                                   1/76
  Verifying  : python-javapackages-3.4.1-11.el7.noarch                                                                                                                  2/76
  Verifying  : cuda-nvtx-12-2-12.2.128-1.x86_64                                                                                                                         3/76
  Verifying  : javapackages-tools-3.4.1-11.el7.noarch                                                                                                                   4/76
  Verifying  : gds-tools-12-2-1.7.1.12-1.x86_64                                                                                                                         5/76
  Verifying  : cuda-documentation-12-2-12.2.128-1.x86_64                                                                                                                6/76
  Verifying  : ttmkfdir-3.0.9-42.el7.x86_64                                                                                                                             7/76
  Verifying  : cuda-toolkit-12-2-12.2.1-1.x86_64                                                                                                                        8/76
  Verifying  : python-lxml-3.2.1-4.el7.x86_64                                                                                                                           9/76
  Verifying  : cuda-cupti-12-2-12.2.131-1.x86_64                                                                                                                       10/76
  Verifying  : cuda-toolkit-config-common-12.2.128-1.noarch                                                                                                            11/76
  Verifying  : xcb-util-keysyms-0.4.0-1.el7.x86_64                                                                                                                     12/76
  Verifying  : libcurand-12-2-10.3.3.129-1.x86_64                                                                                                                      13/76
  Verifying  : 1:java-1.8.0-openjdk-headless-1.8.0.372.b07-1.el7_9.x86_64                                                                                              14/76
  Verifying  : cuda-tools-12-2-12.2.1-1.x86_64                                                                                                                         15/76
  Verifying  : libcufile-12-2-1.7.1.12-1.x86_64                                                                                                                        16/76
  Verifying  : cuda-compiler-12-2-12.2.1-1.x86_64                                                                                                                      17/76
  Verifying  : cuda-nvrtc-devel-12-2-12.2.128-1.x86_64                                                                                                                 18/76
  Verifying  : cuda-nsight-12-2-12.2.128-1.x86_64                                                                                                                      19/76
  Verifying  : libcublas-12-2-12.2.4.5-1.x86_64                                                                                                                        20/76
  Verifying  : cuda-crt-12-2-12.2.128-1.x86_64                                                                                                                         21/76
  Verifying  : cuda-toolkit-12-2-config-common-12.2.128-1.noarch                                                                                                       22/76
  Verifying  : libcusparse-12-2-12.1.2.129-1.x86_64                                                                                                                    23/76
  Verifying  : libnpp-12-2-12.2.0.5-1.x86_64                                                                                                                           24/76
  Verifying  : nsight-compute-2023.2.1-2023.2.1.3-1.x86_64                                                                                                             25/76
  Verifying  : libcusparse-devel-12-2-12.1.2.129-1.x86_64                                                                                                              26/76
  Verifying  : cuda-nvvm-12-2-12.2.128-1.x86_64                                                                                                                        27/76
  Verifying  : cuda-nvprof-12-2-12.2.131-1.x86_64                                                                                                                      28/76
  Verifying  : cuda-nvcc-12-2-12.2.128-1.x86_64                                                                                                                        29/76
  Verifying  : cuda-toolkit-12-config-common-12.2.128-1.noarch                                                                                                         30/76
  Verifying  : cuda-opencl-devel-12-2-12.2.128-1.x86_64                                                                                                                31/76
  Verifying  : cuda-nvdisasm-12-2-12.2.128-1.x86_64                                                                                                                    32/76
  Verifying  : lksctp-tools-1.0.17-2.el7.x86_64                                                                                                                        33/76
  Verifying  : xorg-x11-fonts-Type1-7.5-9.el7.noarch                                                                                                                   34/76
  Verifying  : cuda-libraries-12-2-12.2.1-1.x86_64                                                                                                                     35/76
  Verifying  : cuda-runtime-12-2-12.2.1-1.x86_64                                                                                                                       36/76
  Verifying  : libcusolver-devel-12-2-11.5.1.129-1.x86_64                                                                                                              37/76
  Verifying  : cuda-nvrtc-12-2-12.2.128-1.x86_64                                                                                                                       38/76
  Verifying  : libnpp-devel-12-2-12.2.0.5-1.x86_64                                                                                                                     39/76
  Verifying  : cuda-profiler-api-12-2-12.2.128-1.x86_64                                                                                                                40/76
  Verifying  : cuda-opencl-12-2-12.2.128-1.x86_64                                                                                                                      41/76
  Verifying  : libnvjpeg-12-2-12.2.1.2-1.x86_64                                                                                                                        42/76
  Verifying  : libcurand-devel-12-2-10.3.3.129-1.x86_64                                                                                                                43/76
  Verifying  : xcb-util-renderutil-0.3.9-3.el7.x86_64                                                                                                                  44/76
  Verifying  : libcufft-12-2-11.0.8.91-1.x86_64                                                                                                                        45/76
  Verifying  : cuda-gdb-12-2-12.2.128-1.x86_64                                                                                                                         46/76
  Verifying  : cuda-nsight-compute-12-2-12.2.1-1.x86_64                                                                                                                47/76
  Verifying  : nsight-systems-2023.2.3-2023.2.3.1001_32894139v0-0.x86_64                                                                                               48/76
  Verifying  : cuda-libraries-devel-12-2-12.2.1-1.x86_64                                                                                                               49/76
  Verifying  : cuda-nvvp-12-2-12.2.131-1.x86_64                                                                                                                        50/76
  Verifying  : cuda-cudart-12-2-12.2.128-1.x86_64                                                                                                                      51/76
  Verifying  : libcublas-devel-12-2-12.2.4.5-1.x86_64                                                                                                                  52/76
  Verifying  : cuda-driver-devel-12-2-12.2.128-1.x86_64                                                                                                                53/76
  Verifying  : xcb-util-wm-0.4.1-5.el7.x86_64                                                                                                                          54/76
  Verifying  : libcufft-devel-12-2-11.0.8.91-1.x86_64                                                                                                                  55/76
  Verifying  : cuda-visual-tools-12-2-12.2.1-1.x86_64                                                                                                                  56/76
  Verifying  : copy-jdk-configs-3.3-11.el7_9.noarch                                                                                                                    57/76
  Verifying  : cuda-12-2-12.2.1-1.x86_64                                                                                                                               58/76
  Verifying  : cuda-cuobjdump-12-2-12.2.128-1.x86_64                                                                                                                   59/76
  Verifying  : cuda-12.2.1-1.x86_64                                                                                                                                    60/76
  Verifying  : cuda-cccl-12-2-12.2.128-1.x86_64                                                                                                                        61/76
  Verifying  : libcufile-devel-12-2-1.7.1.12-1.x86_64                                                                                                                  62/76
  Verifying  : xcb-util-image-0.4.0-2.el7.x86_64                                                                                                                       63/76
  Verifying  : cuda-command-line-tools-12-2-12.2.1-1.x86_64                                                                                                            64/76
  Verifying  : cuda-nvprune-12-2-12.2.128-1.x86_64                                                                                                                     65/76
  Verifying  : libnvjpeg-devel-12-2-12.2.1.2-1.x86_64                                                                                                                  66/76
  Verifying  : libcusolver-12-2-11.5.1.129-1.x86_64                                                                                                                    67/76
  Verifying  : 1:java-1.8.0-openjdk-1.8.0.372.b07-1.el7_9.x86_64                                                                                                       68/76
  Verifying  : cuda-cuxxfilt-12-2-12.2.128-1.x86_64                                                                                                                    69/76
  Verifying  : cuda-cudart-devel-12-2-12.2.128-1.x86_64                                                                                                                70/76
  Verifying  : cuda-demo-suite-12-2-12.2.128-1.x86_64                                                                                                                  71/76
  Verifying  : tzdata-java-2023c-1.el7.noarch                                                                                                                          72/76
  Verifying  : cuda-sanitizer-12-2-12.2.128-1.x86_64                                                                                                                   73/76
  Verifying  : libnvjitlink-12-2-12.2.128-1.x86_64                                                                                                                     74/76
  Verifying  : cuda-nsight-systems-12-2-12.2.1-1.x86_64                                                                                                                75/76
  Verifying  : libnvjitlink-devel-12-2-12.2.128-1.x86_64                                                                                                               76/76

Installed:
  cuda.x86_64 0:12.2.1-1

Dependency Installed:
  copy-jdk-configs.noarch 0:3.3-11.el7_9              cuda-12-2.x86_64 0:12.2.1-1                                cuda-cccl-12-2.x86_64 0:12.2.128-1
  cuda-command-line-tools-12-2.x86_64 0:12.2.1-1      cuda-compiler-12-2.x86_64 0:12.2.1-1                       cuda-crt-12-2.x86_64 0:12.2.128-1
  cuda-cudart-12-2.x86_64 0:12.2.128-1                cuda-cudart-devel-12-2.x86_64 0:12.2.128-1                 cuda-cuobjdump-12-2.x86_64 0:12.2.128-1
  cuda-cupti-12-2.x86_64 0:12.2.131-1                 cuda-cuxxfilt-12-2.x86_64 0:12.2.128-1                     cuda-demo-suite-12-2.x86_64 0:12.2.128-1
  cuda-documentation-12-2.x86_64 0:12.2.128-1         cuda-driver-devel-12-2.x86_64 0:12.2.128-1                 cuda-gdb-12-2.x86_64 0:12.2.128-1
  cuda-libraries-12-2.x86_64 0:12.2.1-1               cuda-libraries-devel-12-2.x86_64 0:12.2.1-1                cuda-nsight-12-2.x86_64 0:12.2.128-1
  cuda-nsight-compute-12-2.x86_64 0:12.2.1-1          cuda-nsight-systems-12-2.x86_64 0:12.2.1-1                 cuda-nvcc-12-2.x86_64 0:12.2.128-1
  cuda-nvdisasm-12-2.x86_64 0:12.2.128-1              cuda-nvml-devel-12-2.x86_64 0:12.2.128-1                   cuda-nvprof-12-2.x86_64 0:12.2.131-1
  cuda-nvprune-12-2.x86_64 0:12.2.128-1               cuda-nvrtc-12-2.x86_64 0:12.2.128-1                        cuda-nvrtc-devel-12-2.x86_64 0:12.2.128-1
  cuda-nvtx-12-2.x86_64 0:12.2.128-1                  cuda-nvvm-12-2.x86_64 0:12.2.128-1                         cuda-nvvp-12-2.x86_64 0:12.2.131-1
  cuda-opencl-12-2.x86_64 0:12.2.128-1                cuda-opencl-devel-12-2.x86_64 0:12.2.128-1                 cuda-profiler-api-12-2.x86_64 0:12.2.128-1
  cuda-runtime-12-2.x86_64 0:12.2.1-1                 cuda-sanitizer-12-2.x86_64 0:12.2.128-1                    cuda-toolkit-12-2.x86_64 0:12.2.1-1
  cuda-toolkit-12-2-config-common.noarch 0:12.2.128-1 cuda-toolkit-12-config-common.noarch 0:12.2.128-1          cuda-toolkit-config-common.noarch 0:12.2.128-1
  cuda-tools-12-2.x86_64 0:12.2.1-1                   cuda-visual-tools-12-2.x86_64 0:12.2.1-1                   gds-tools-12-2.x86_64 0:1.7.1.12-1
  java-1.8.0-openjdk.x86_64 1:1.8.0.372.b07-1.el7_9   java-1.8.0-openjdk-headless.x86_64 1:1.8.0.372.b07-1.el7_9 javapackages-tools.noarch 0:3.4.1-11.el7
  libcublas-12-2.x86_64 0:12.2.4.5-1                  libcublas-devel-12-2.x86_64 0:12.2.4.5-1                   libcufft-12-2.x86_64 0:11.0.8.91-1
  libcufft-devel-12-2.x86_64 0:11.0.8.91-1            libcufile-12-2.x86_64 0:1.7.1.12-1                         libcufile-devel-12-2.x86_64 0:1.7.1.12-1
  libcurand-12-2.x86_64 0:10.3.3.129-1                libcurand-devel-12-2.x86_64 0:10.3.3.129-1                 libcusolver-12-2.x86_64 0:11.5.1.129-1
  libcusolver-devel-12-2.x86_64 0:11.5.1.129-1        libcusparse-12-2.x86_64 0:12.1.2.129-1                     libcusparse-devel-12-2.x86_64 0:12.1.2.129-1
  libnpp-12-2.x86_64 0:12.2.0.5-1                     libnpp-devel-12-2.x86_64 0:12.2.0.5-1                      libnvjitlink-12-2.x86_64 0:12.2.128-1
  libnvjitlink-devel-12-2.x86_64 0:12.2.128-1         libnvjpeg-12-2.x86_64 0:12.2.1.2-1                         libnvjpeg-devel-12-2.x86_64 0:12.2.1.2-1
  lksctp-tools.x86_64 0:1.0.17-2.el7                  nsight-compute-2023.2.1.x86_64 0:2023.2.1.3-1              nsight-systems-2023.2.3.x86_64 0:2023.2.3.1001_32894139v0-0
  python-javapackages.noarch 0:3.4.1-11.el7           python-lxml.x86_64 0:3.2.1-4.el7                           ttmkfdir.x86_64 0:3.0.9-42.el7
  tzdata-java.noarch 0:2023c-1.el7                    xcb-util-image.x86_64 0:0.4.0-2.el7                        xcb-util-keysyms.x86_64 0:0.4.0-1.el7
  xcb-util-renderutil.x86_64 0:0.3.9-3.el7            xcb-util-wm.x86_64 0:0.4.1-5.el7                           xorg-x11-fonts-Type1.noarch 0:7.5-9.el7

Complete!

10. Configure environment variables:

Open a terminal and edit ~/.bashrcthe file (or the configuration file for the shell you are using):

vi ~/.bashrc

Add the following lines at the end of the file to set the environment variables for the NVIDIA driver and CUDA:

export PATH=/usr/local/cuda/bin:$PATH
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH

Save and close the file.

11. Update environment variables:

Run the following command to enable the environment variables:

source ~/.bashrc

12. Complete the installation:

Restart the system for the installation of the NVIDIA driver and CUDA toolkit to take effect:

sudo reboot

After completing the above steps, you should have successfully installed the NVIDIA driver and NVIDIA CUDA toolkit. You can use nvidia-smithe command to check if the NVIDIA driver is installed correctly and nvcc -Vthe command to check if the CUDA toolkit is installed correctly. And start GPU accelerated computing on CentOS.

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Origin blog.csdn.net/holyvslin/article/details/132143104