Pilote GPU NVIDIA et boîte à outils CUDA Guide d'installation en ligne Linux CentOS 7

Sélectionnez le système spécifié et le modèle de GPU correspondant pour télécharger le pilote et la boîte à outils CUDA :  Linux CentOS installe le pilote NVIDIA GPU et NVIDIA CUDA toolkit_centos installe le pilote graphique et le blog-CSDN de cuda_Entropy-Go.

En revanche, cet article concerne l'installation du pilote GPU NVIDIA et de la boîte à outils CUDA en ligne, éliminant ainsi le problème de la sélection du package d'installation correct.

Conseils sur le site officiel de Nvidia :  Guide d'installation de NVIDIA CUDA pour Linux

1. Configuration système requise

Prise en charge native de la distribution Linux dans CUDA 12.2 Update 1

Distribution

Noyau1

GCC par défaut

GLIBC

x86_64

RHEL 9.y (y <= 2)

5.14.0-284

11.3.1

2.34

RHEL 8.y (y <= 8)

4.18.0-477

8.5.0

2.28

RHEL 7.y (y <= 9)

3.10.0-1160

6.x

2.17

CentOS 7.y (y <= 9)

3.10.0-1160

6.x

2.17

OpenSUSE Leap 15.y (y <= 5)

5.14.21-150500

7.5.0

2.31

RHEL 9.y (y <= 1)

5.14.0-162

11.3.1

2.34

Rocky Linux 8.y (y<=8)

4.18.0-477

8.5.0

2.28

Rocky Linux 9.y (y<=2)

5.14.0-284

11.3.1

2.34

SUSE SLES 15.a (y <= 5)

5.14.21-150500

7.5.0

2.31

Ubuntu 22.04.z (z <= 2) LTS

5.19.0-38

11.3.0

2,35

Ubuntu 20.04.z (z <= 6) LTS

5.15.0-67

9.4.0

2.31

Debian 11.7

5.10.0-22

10.2.1

2.31

Debian 10.13

4.19.0-21

8.3.0

2.28

Fedora 37

6.0.7-301

12.2.1

2.36

KylinOS V10 SP2

4.19.90-25.14.v2101.ky10

7.3.0

2.28

Arm64 SBSA

RHEL 9.y (y <= 2)

5.14.0-284

11.3.1

2.34

RHEL 8.y (y <= 8)

4.18.0-477

8.5.0

2.28

SUSE SLES 15.a (y <= 5)

5.14.21-150500

7.5.0

2.31

Ubuntu 22.04 LTS (z <= 2) LTS

5.15.0-67

11.3.0

2,35

Ubuntu 20.04.z (z <= 5) LTS

5.4.0-125

9.4.0

2.31

Arm64 Jetson (dGPU)

L4T2 20.04.z (z <= 5)

5.10.104-tégra

9.4.0

2.31

Arm64 Jetson (iGPU)

L4T2 20.04.z (z <= 5)

5.10.104-tégra

9.4.0

2.31

L4T2 22.04.z (z <= 2)

5.15.92-tégra

11.3

2,35

PUISSANCE 9

RHEL 8.y (y <= 8)

4.18.0-477

8.5.0

2.28

1.1 Prenez CentOS7.9 comme exemple pour vérifier les informations sur la version du système

[xxx ~]# sudo hostnamectl
   Static hostname: xxx
   Pretty hostname: xxx
         Icon name: computer-server
           Chassis: server
        Machine ID: 3218684569694fc3b0a63b13e6478e93
           Boot ID: f63eb7b79fd84c2b9a0fb08151507ba0
  Operating System: CentOS Linux 7 (Core)
       CPE OS Name: cpe:/o:centos:centos:7
            Kernel: Linux 3.10.0-1160.el7.x86_64
      Architecture: x86-64

[xxx ~]# sudo gcc --version
gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-44)
Copyright (C) 2015 Free Software Foundation, Inc.
This is free software; see the source for copying conditions.  There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

[xxx ~]# sudo ldd --version
ldd (GNU libc) 2.17
Copyright (C) 2012 Free Software Foundation, Inc.
This is free software; see the source for copying conditions.  There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
Written by Roland McGrath and Ulrich Drepper.

La version 1.2 de gcc ne répond pas aux exigences, mettez à niveau gcc séparément

[xxx ~]# sudo yum install devtoolset-9

[xxx ~]# sudo scl enable devtoolset-9 bash

[xxx ~]# sudo gcc --version
gcc (GCC) 9.3.1 20200408 (Red Hat 9.3.1-2)
Copyright (C) 2019 Free Software Foundation, Inc.
This is free software; see the source for copying conditions.  There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

1.3 Vérifiez qu'il existe un périphérique GPU compatible CUDA, qu'il est allumé normalement et qu'il est reconnu

# lspci | grep -i nvidia
31:00.0 3D controller: NVIDIA Corporation GP100GL [Tesla P100 PCIe 16GB] (rev a1)

2. Utilisez la méthode d'installation en ligne du Gestionnaire de packages

2.1 Préparez RHEL 7 / CentOS 7 avant l'installation

2.2 Installer les en-têtes du noyau et les packages de développement

sudo yum install kernel-devel-$(uname -r) kernel-headers-$(uname -r)

2.3 Installer des packages de dépendances tiers

Satisfaire les dépendances DKMS et activer EPEL

sudo yum install https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm

2.4 Activer le dépôt réseau

sudo yum-config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/cuda-rhel7.repo

2.5 Nettoyer le cache miam

[ xxx ]# sudo yum clean expire-cache
Loaded plugins: fastestmirror, langpacks
Cleaning repos: base centos-sclo-rh centos-sclo-sclo cuda-rhel7-x86_64 epel extras updates
10 metadata files removed

2.6 Commencez à installer le SDK CUDA (pilote Nvidia et boîte à outils CUDA) en ligne

sudo yum install nvidia-driver-latest-dkms
sudo yum install cuda
sudo yum install cuda-drivers

2.6.1 Processus d'installation nvidia-driver-latest-dkms

[xxx ]# sudo yum install nvidia-driver-latest-dkms
Loaded plugins: fastestmirror, langpacks
Loading mirror speeds from cached hostfile
epel/x86_64/metalink                                                                                                                             |  27 kB  00:00:00

base                                                                                                                                             | 3.6 kB  00:00:00
centos-sclo-rh                                                                                                                                   | 3.0 kB  00:00:00
centos-sclo-sclo                                                                                                                                 | 3.0 kB  00:00:00
cuda-rhel7-x86_64                                                                                                                                | 3.0 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): epel/x86_64/group_gz                                                                                                                      |  99 kB  00:00:01
(2/4): cuda-rhel7-x86_64/primary_db                                                                                                              | 2.1 MB  00:00:02
(3/4): epel/x86_64/updateinfo                                                                                                                    | 1.0 MB  00:00:00
(4/4): epel/x86_64/primary_db                                                                                                                    | 7.0 MB  00:00:01
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-latest-dkms-535.86.10-1.el7.x86_64
--> Processing Dependency: nvidia-driver-latest-dkms-NVML(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-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:nvidia-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:nvidia-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:nvidia-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-latest-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
--> Processing Dependency: dkms for package: 3:kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64
---> 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-driver-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.x86_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-535.86.10-1.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 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 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
--> Running transaction check
---> Package elfutils-libelf-devel.x86_64 0:0.176-5.el7 will be installed
--> Processing Dependency: pkgconfig(zlib) for package: elfutils-libelf-devel-0.176-5.el7.x86_64
--> Running transaction check
---> Package zlib-devel.x86_64 0:1.2.7-21.el7_9 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:
 dkms                                                   noarch                  3.0.11-1.el7                                   epel                                87 k
 elfutils-libelf-devel                                  x86_64                  0.176-5.el7                                    base                                40 k
 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
 zlib-devel                                             x86_64                  1.2.7-21.el7_9                                 updates                             50 k

Transaction Summary
========================================================================================================================================================================
Install  1 Package (+19 Dependent packages)

Total download size: 427 M
Installed size: 888 M
Is this ok [y/d/N]: y
Downloading packages:
(1/20): elfutils-libelf-devel-0.176-5.el7.x86_64.rpm                                                                                             |  40 kB  00:00:00
(2/20): libvdpau-1.1.1-3.el7.x86_64.rpm                                                                                                          |  34 kB  00:00:00
(3/20): libglvnd-opengl-1.0.1-0.8.git5baa1e5.el7.x86_64.rpm                                                                                      |  43 kB  00:00:00
warning: /var/cache/yum/x86_64/7/epel/packages/dkms-3.0.11-1.el7.noarch.rpm: Header V4 RSA/SHA256 Signature, key ID 352c64e5: NOKEY   ]  0.0 B/s | 116 kB  --:--:-- ETA
Public key for dkms-3.0.11-1.el7.noarch.rpm is not installed
(4/20): dkms-3.0.11-1.el7.noarch.rpm                                                                                                             |  87 kB  00:00:01
warning: /var/cache/yum/x86_64/7/cuda-rhel7-x86_64/packages/kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64.rpm: Header V4 RSA/SHA512 Signature, key ID d42d0685: NOKEYA
Public key for kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64.rpm is not installed
(5/20): kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64.rpm                                                                                       |  43 MB  00:00:10
(6/20): nvidia-driver-latest-dkms-NVML-535.86.10-1.el7.x86_64.rpm                                                                                | 529 kB  00:00:01
(7/20): nvidia-driver-latest-dkms-NvFBCOpenGL-535.86.10-1.el7.x86_64.rpm                                                                         |  60 kB  00:00:01
(8/20): nvidia-driver-latest-dkms-cuda-535.86.10-1.el7.x86_64.rpm                                                                                | 332 kB  00:00:01
(9/20): nvidia-driver-latest-dkms-cuda-libs-535.86.10-1.el7.x86_64.rpm                                                                           |  43 MB  00:00:08
(10/20): nvidia-driver-latest-dkms-devel-535.86.10-1.el7.x86_64.rpm                                                                              |  19 kB  00:00:00
(11/20): nvidia-driver-latest-dkms-535.86.10-1.el7.x86_64.rpm                                                                                    | 157 MB  00:00:29
(12/20): nvidia-modprobe-latest-dkms-535.86.10-1.el7.x86_64.rpm                                                                                  |  35 kB  00:00:00
(13/20): nvidia-persistenced-latest-dkms-535.86.10-1.el7.x86_64.rpm                                                                              |  37 kB  00:00:00
(14/20): ocl-icd-2.2.12-1.el7.x86_64.rpm                                                                                                         |  43 kB  00:00:00
(15/20): vulkan-filesystem-1.1.97.0-1.el7.noarch.rpm                                                                                             | 6.3 kB  00:00:00
(16/20): opencl-filesystem-1.0-5.el7.noarch.rpm                                                                                                  | 3.9 kB  00:00:00
(17/20): nvidia-xconfig-latest-dkms-535.86.10-1.el7.x86_64.rpm                                                                                   |  95 kB  00:00:01
(18/20): zlib-devel-1.2.7-21.el7_9.x86_64.rpm                                                                                                    |  50 kB  00:00:00
(19/20): yum-plugin-nvidia-0.5-1.el7.noarch.rpm                                                                                                  | 9.8 kB  00:00:00
(20/20): nvidia-driver-latest-dkms-libs-535.86.10-1.el7.x86_64.rpm                                                                               | 183 MB  00:00:28
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                   8.2 MB/s | 427 MB  00:00:52
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
Is this ok [y/N]: y
Retrieving key from file:///etc/pki/rpm-gpg/RPM-GPG-KEY-EPEL-7
Importing GPG key 0x352C64E5:
 Userid     : "Fedora EPEL (7) <[email protected]>"
 Fingerprint: 91e9 7d7c 4a5e 96f1 7f3e 888f 6a2f aea2 352c 64e5
 Package    : epel-release-7-14.noarch (@/epel-release-latest-7.noarch)
 From       : /etc/pki/rpm-gpg/RPM-GPG-KEY-EPEL-7
Is this ok [y/N]: y
Running transaction check
Running transaction test
Transaction test succeeded
Running transaction
  Installing : 1:libglvnd-opengl-1.0.1-0.8.git5baa1e5.el7.x86_64                                                                                                   1/20
  Installing : vulkan-filesystem-1.1.97.0-1.el7.noarch                                                                                                             2/20
  Installing : libvdpau-1.1.1-3.el7.x86_64                                                                                                                         3/20
  Installing : ocl-icd-2.2.12-1.el7.x86_64                                                                                                                         4/20
  Installing : opencl-filesystem-1.0-5.el7.noarch                                                                                                                  5/20
  Installing : yum-plugin-nvidia-0.5-1.el7.noarch                                                                                                                  6/20
  Installing : zlib-devel-1.2.7-21.el7_9.x86_64                                                                                                                    7/20
  Installing : elfutils-libelf-devel-0.176-5.el7.x86_64                                                                                                            8/20
  Installing : dkms-3.0.11-1.el7.noarch                                                                                                                            9/20
  Installing : 3:nvidia-driver-latest-dkms-libs-535.86.10-1.el7.x86_64                                                                                            10/20
  Installing : 3:nvidia-driver-latest-dkms-cuda-libs-535.86.10-1.el7.x86_64                                                                                       11/20
  Installing : 3:nvidia-driver-latest-dkms-NVML-535.86.10-1.el7.x86_64                                                                                            12/20
  Installing : 3:nvidia-modprobe-latest-dkms-535.86.10-1.el7.x86_64                                                                                               13/20
  Installing : 3:nvidia-persistenced-latest-dkms-535.86.10-1.el7.x86_64                                                                                           14/20
  Installing : 3:nvidia-driver-latest-dkms-cuda-535.86.10-1.el7.x86_64                                                                                            15/20
  Installing : 3:kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64                                                                                                   16/20
  Installing : 3:nvidia-xconfig-latest-dkms-535.86.10-1.el7.x86_64                                                                                                17/20
  Installing : 3:nvidia-driver-latest-dkms-535.86.10-1.el7.x86_64                                                                                                 18/20
  Installing : 3:nvidia-driver-latest-dkms-NvFBCOpenGL-535.86.10-1.el7.x86_64                                                                                     19/20
  Installing : 3:nvidia-driver-latest-dkms-devel-535.86.10-1.el7.x86_64                                                                                           20/20
  Verifying  : 3:nvidia-driver-latest-dkms-NvFBCOpenGL-535.86.10-1.el7.x86_64                                                                                      1/20
  Verifying  : zlib-devel-1.2.7-21.el7_9.x86_64                                                                                                                    2/20
  Verifying  : 3:nvidia-driver-latest-dkms-535.86.10-1.el7.x86_64                                                                                                  3/20
  Verifying  : yum-plugin-nvidia-0.5-1.el7.noarch                                                                                                                  4/20
  Verifying  : 3:nvidia-driver-latest-dkms-libs-535.86.10-1.el7.x86_64                                                                                             5/20
  Verifying  : 3:nvidia-driver-latest-dkms-cuda-libs-535.86.10-1.el7.x86_64                                                                                        6/20
  Verifying  : 3:nvidia-driver-latest-dkms-NVML-535.86.10-1.el7.x86_64                                                                                             7/20
  Verifying  : 3:nvidia-persistenced-latest-dkms-535.86.10-1.el7.x86_64                                                                                            8/20
  Verifying  : 3:nvidia-modprobe-latest-dkms-535.86.10-1.el7.x86_64                                                                                                9/20
  Verifying  : opencl-filesystem-1.0-5.el7.noarch                                                                                                                 10/20
  Verifying  : 3:nvidia-driver-latest-dkms-cuda-535.86.10-1.el7.x86_64                                                                                            11/20
  Verifying  : ocl-icd-2.2.12-1.el7.x86_64                                                                                                                        12/20
  Verifying  : 3:nvidia-driver-latest-dkms-devel-535.86.10-1.el7.x86_64                                                                                           13/20
  Verifying  : elfutils-libelf-devel-0.176-5.el7.x86_64                                                                                                           14/20
  Verifying  : libvdpau-1.1.1-3.el7.x86_64                                                                                                                        15/20
  Verifying  : vulkan-filesystem-1.1.97.0-1.el7.noarch                                                                                                            16/20
  Verifying  : dkms-3.0.11-1.el7.noarch                                                                                                                           17/20
  Verifying  : 3:kmod-nvidia-latest-dkms-535.86.10-1.el7.x86_64                                                                                                   18/20
  Verifying  : 1:libglvnd-opengl-1.0.1-0.8.git5baa1e5.el7.x86_64                                                                                                  19/20
  Verifying  : 3:nvidia-xconfig-latest-dkms-535.86.10-1.el7.x86_64                                                                                                20/20

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

Dependency Installed:
  dkms.noarch 0:3.0.11-1.el7                                                            elfutils-libelf-devel.x86_64 0:0.176-5.el7
  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
  zlib-devel.x86_64 0:1.2.7-21.el7_9

Complete!

2.6.2 Processus d'installation cuda

[ xxx ]# sudo yum install cuda
Loaded plugins: fastestmirror, langpacks, nvidia
Loading mirror speeds from cached hostfile

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
---> 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 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
--> 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:
 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
 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
 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

Transaction Summary
========================================================================================================================================================================
Install  1 Package (+61 Dependent packages)

Total download size: 3.9 G
Installed size: 6.9 G
Is this ok [y/d/N]: y
Downloading packages:
(1/62): cuda-12.2.1-1.x86_64.rpm                                                                                                                 | 7.3 kB  00:00:01
(2/62): cuda-12-2-12.2.1-1.x86_64.rpm                                                                                                            | 7.4 kB  00:00:01
(3/62): cuda-command-line-tools-12-2-12.2.1-1.x86_64.rpm                                                                                         | 7.5 kB  00:00:00
(4/62): cuda-compiler-12-2-12.2.1-1.x86_64.rpm                                                                                                   | 7.3 kB  00:00:00
(5/62): cuda-cccl-12-2-12.2.128-1.x86_64.rpm                                                                                                     | 1.8 MB  00:00:02
(6/62): cuda-crt-12-2-12.2.128-1.x86_64.rpm                                                                                                      | 110 kB  00:00:00
(7/62): cuda-cudart-12-2-12.2.128-1.x86_64.rpm                                                                                                   | 218 kB  00:00:01
(8/62): cuda-cudart-devel-12-2-12.2.128-1.x86_64.rpm                                                                                             | 2.0 MB  00:00:01
(9/62): cuda-cuobjdump-12-2-12.2.128-1.x86_64.rpm                                                                                                | 230 kB  00:00:01
(10/62): cuda-cuxxfilt-12-2-12.2.128-1.x86_64.rpm                                                                                                | 283 kB  00:00:01
(11/62): cuda-demo-suite-12-2-12.2.128-1.x86_64.rpm                                                                                              | 5.1 MB  00:00:02
(12/62): cuda-cupti-12-2-12.2.131-1.x86_64.rpm                                                                                                   |  28 MB  00:00:05
(13/62): cuda-documentation-12-2-12.2.128-1.x86_64.rpm                                                                                           | 127 kB  00:00:00
(14/62): cuda-driver-devel-12-2-12.2.128-1.x86_64.rpm                                                                                            |  41 kB  00:00:00
(15/62): cuda-libraries-12-2-12.2.1-1.x86_64.rpm                                                                                                 | 7.6 kB  00:00:00
(16/62): cuda-gdb-12-2-12.2.128-1.x86_64.rpm                                                                                                     | 5.9 MB  00:00:01
(17/62): cuda-libraries-devel-12-2-12.2.1-1.x86_64.rpm                                                                                           | 7.8 kB  00:00:00
(18/62): cuda-nsight-compute-12-2-12.2.1-1.x86_64.rpm                                                                                            | 9.9 kB  00:00:00
(19/62): cuda-nsight-systems-12-2-12.2.1-1.x86_64.rpm                                                                                            | 9.4 kB  00:00:00
(20/62): cuda-nvcc-12-2-12.2.128-1.x86_64.rpm                                                                                                    |  61 MB  00:00:12
(21/62): cuda-nsight-12-2-12.2.128-1.x86_64.rpm                                                                                                  | 113 MB  00:00:22
(22/62): cuda-nvml-devel-12-2-12.2.128-1.x86_64.rpm                                                                                              | 119 kB  00:00:00
(23/62): cuda-nvdisasm-12-2-12.2.128-1.x86_64.rpm                                                                                                |  48 MB  00:00:09
(24/62): cuda-nvprune-12-2-12.2.128-1.x86_64.rpm                                                                                                 |  72 kB  00:00:01
(25/62): cuda-nvprof-12-2-12.2.131-1.x86_64.rpm                                                                                                  | 5.0 MB  00:00:01
(26/62): cuda-nvrtc-12-2-12.2.128-1.x86_64.rpm                                                                                                   |  22 MB  00:00:05
(27/62): cuda-nvrtc-devel-12-2-12.2.128-1.x86_64.rpm                                                                                             |  21 MB  00:00:05
(28/62): cuda-nvtx-12-2-12.2.128-1.x86_64.rpm                                                                                                    |  88 kB  00:00:01
(29/62): cuda-nvvm-12-2-12.2.128-1.x86_64.rpm                                                                                                    |  26 MB  00:00:06
(30/62): cuda-opencl-12-2-12.2.128-1.x86_64.rpm                                                                                                  |  34 kB  00:00:00
(31/62): cuda-opencl-devel-12-2-12.2.128-1.x86_64.rpm                                                                                            |  95 kB  00:00:01
(32/62): cuda-profiler-api-12-2-12.2.128-1.x86_64.rpm                                                                                            |  26 kB  00:00:00
(33/62): cuda-runtime-12-2-12.2.1-1.x86_64.rpm                                                                                                   | 7.3 kB  00:00:00
(34/62): cuda-sanitizer-12-2-12.2.128-1.x86_64.rpm                                                                                               |  17 MB  00:00:04
(35/62): cuda-toolkit-12-2-12.2.1-1.x86_64.rpm                                                                                                   | 8.7 kB  00:00:00
(36/62): cuda-toolkit-12-2-config-common-12.2.128-1.noarch.rpm                                                                                   | 7.7 kB  00:00:00
(37/62): cuda-toolkit-12-config-common-12.2.128-1.noarch.rpm                                                                                     | 7.9 kB  00:00:00
(38/62): cuda-toolkit-config-common-12.2.128-1.noarch.rpm                                                                                        | 7.9 kB  00:00:00
(39/62): cuda-tools-12-2-12.2.1-1.x86_64.rpm                                                                                                     | 7.3 kB  00:00:00
(40/62): cuda-visual-tools-12-2-12.2.1-1.x86_64.rpm                                                                                              | 7.4 kB  00:00:00
(41/62): cuda-nvvp-12-2-12.2.131-1.x86_64.rpm                                                                                                    | 115 MB  00:00:19
(42/62): gds-tools-12-2-1.7.1.12-1.x86_64.rpm                                                                                                    |  42 MB  00:00:08
(43/62): libcublas-12-2-12.2.4.5-1.x86_64.rpm                                                                                                    | 393 MB  00:01:15
(44/62): libcublas-devel-12-2-12.2.4.5-1.x86_64.rpm                                                                                              | 445 MB  00:01:23
(45/62): libcufft-12-2-11.0.8.91-1.x86_64.rpm                                                                                                    |  94 MB  00:00:19
(46/62): libcufile-12-2-1.7.1.12-1.x86_64.rpm                                                                                                    | 1.1 MB  00:00:01
(47/62): libcufile-devel-12-2-1.7.1.12-1.x86_64.rpm                                                                                              | 4.7 MB  00:00:02
(48/62): libcurand-12-2-10.3.3.129-1.x86_64.rpm                                                                                                  |  53 MB  00:00:10
(49/62): libcurand-devel-12-2-10.3.3.129-1.x86_64.rpm                                                                                            |  53 MB  00:00:11
(50/62): libcufft-devel-12-2-11.0.8.91-1.x86_64.rpm                                                                                              | 190 MB  00:00:35
(51/62): libcusolver-devel-12-2-11.5.1.129-1.x86_64.rpm                                                                                          |  78 MB  00:00:17
(52/62): libcusolver-12-2-11.5.1.129-1.x86_64.rpm                                                                                                | 119 MB  00:00:31
(53/62): libcusparse-12-2-12.1.2.129-1.x86_64.rpm                                                                                                | 186 MB  00:00:33
(54/62): libnpp-12-2-12.2.0.5-1.x86_64.rpm                                                                                                       | 151 MB  00:00:29
(55/62): libcusparse-devel-12-2-12.1.2.129-1.x86_64.rpm                                                                                          | 378 MB  00:01:11
(56/62): libnvjitlink-12-2-12.2.128-1.x86_64.rpm                                                                                                 |  19 MB  00:00:04
(57/62): libnvjitlink-devel-12-2-12.2.128-1.x86_64.rpm                                                                                           |  18 MB  00:00:04
(58/62): libnvjpeg-12-2-12.2.1.2-1.x86_64.rpm                                                                                                    | 3.3 MB  00:00:01
(59/62): libnpp-devel-12-2-12.2.0.5-1.x86_64.rpm                                                                                                 | 148 MB  00:00:28
(60/62): libnvjpeg-devel-12-2-12.2.1.2-1.x86_64.rpm                                                                                              | 3.0 MB  00:00:01
(61/62): nsight-systems-2023.2.3-2023.2.3.1001_3289413-0.x86_64.rpm                                                                              | 299 MB  00:00:52
(62/62): nsight-compute-2023.2.1-2023.2.1.3-1.x86_64.rpm                                                                                         | 816 MB  00:02:19
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                   9.1 MB/s | 3.9 GB  00:07:17
Running transaction check
Running transaction test
Transaction test succeeded
Running transaction
  Installing : cuda-toolkit-12-config-common-12.2.128-1.noarch                                                                                                     1/62
  Installing : cuda-toolkit-12-2-config-common-12.2.128-1.noarch                                                                                                   2/62
  Installing : cuda-toolkit-config-common-12.2.128-1.noarch                                                                                                        3/62
  Installing : libcurand-12-2-10.3.3.129-1.x86_64                                                                                                                  4/62
  Installing : libcufile-12-2-1.7.1.12-1.x86_64                                                                                                                    5/62
  Installing : libcublas-12-2-12.2.4.5-1.x86_64                                                                                                                    6/62
  Installing : libcusparse-12-2-12.1.2.129-1.x86_64                                                                                                                7/62
  Installing : libnpp-12-2-12.2.0.5-1.x86_64                                                                                                                       8/62
  Installing : cuda-opencl-12-2-12.2.128-1.x86_64                                                                                                                  9/62
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  Installing : libnvjitlink-12-2-12.2.128-1.x86_64                                                                                                                14/62
  Installing : cuda-cccl-12-2-12.2.128-1.x86_64                                                                                                                   15/62
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  Installing : cuda-cudart-devel-12-2-12.2.128-1.x86_64                                                                                                           24/62
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  Installing : cuda-nsight-compute-12-2-12.2.1-1.x86_64                                                                                                           47/62
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  Verifying  : cuda-documentation-12-2-12.2.128-1.x86_64                                                                                                           4/62
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  Verifying  : cuda-toolkit-config-common-12.2.128-1.noarch                                                                                                        7/62
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  Verifying  : libnpp-12-2-12.2.0.5-1.x86_64                                                                                                                      18/62
  Verifying  : nsight-compute-2023.2.1-2023.2.1.3-1.x86_64                                                                                                        19/62
  Verifying  : libcusparse-devel-12-2-12.1.2.129-1.x86_64                                                                                                         20/62
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  Verifying  : cuda-libraries-12-2-12.2.1-1.x86_64                                                                                                                27/62
  Verifying  : cuda-runtime-12-2-12.2.1-1.x86_64                                                                                                                  28/62
  Verifying  : libcusolver-devel-12-2-11.5.1.129-1.x86_64                                                                                                         29/62
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  Verifying  : libcufft-12-2-11.0.8.91-1.x86_64                                                                                                                   36/62
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  Verifying  : cuda-nsight-compute-12-2-12.2.1-1.x86_64                                                                                                           38/62
  Verifying  : nsight-systems-2023.2.3-2023.2.3.1001_32894139v0-0.x86_64                                                                                          39/62
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  Verifying  : libcufft-devel-12-2-11.0.8.91-1.x86_64                                                                                                             45/62
  Verifying  : cuda-visual-tools-12-2-12.2.1-1.x86_64                                                                                                             46/62
  Verifying  : cuda-12-2-12.2.1-1.x86_64                                                                                                                          47/62
  Verifying  : cuda-cuobjdump-12-2-12.2.128-1.x86_64                                                                                                              48/62
  Verifying  : cuda-12.2.1-1.x86_64                                                                                                                               49/62
  Verifying  : cuda-cccl-12-2-12.2.128-1.x86_64                                                                                                                   50/62
  Verifying  : libcufile-devel-12-2-1.7.1.12-1.x86_64                                                                                                             51/62
  Verifying  : cuda-command-line-tools-12-2-12.2.1-1.x86_64                                                                                                       52/62
  Verifying  : cuda-nvprune-12-2-12.2.128-1.x86_64                                                                                                                53/62
  Verifying  : libnvjpeg-devel-12-2-12.2.1.2-1.x86_64                                                                                                             54/62
  Verifying  : libcusolver-12-2-11.5.1.129-1.x86_64                                                                                                               55/62
  Verifying  : cuda-cuxxfilt-12-2-12.2.128-1.x86_64                                                                                                               56/62
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  Verifying  : cuda-demo-suite-12-2-12.2.128-1.x86_64                                                                                                             58/62
  Verifying  : cuda-sanitizer-12-2-12.2.128-1.x86_64                                                                                                              59/62
  Verifying  : libnvjitlink-12-2-12.2.128-1.x86_64                                                                                                                60/62
  Verifying  : cuda-nsight-systems-12-2-12.2.1-1.x86_64                                                                                                           61/62
  Verifying  : libnvjitlink-devel-12-2-12.2.128-1.x86_64                                                                                                          62/62

Installed:
  cuda.x86_64 0:12.2.1-1

Dependency Installed:
  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               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         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

Complete!

2.6.3 Processus d'installation des pilotes cuda

[ xxx ]# sudo yum install cuda-drivers
Loaded plugins: fastestmirror, langpacks, nvidia
Loading mirror speeds from cached hostfile

Resolving Dependencies
--> Running transaction check
---> Package cuda-drivers.x86_64 0:535.86.10-1 will be installed
--> Processing Dependency: nvidia-libXNVCtrl >= 3:535.86.10 for package: cuda-drivers-535.86.10-1.x86_64
--> Processing Dependency: nvidia-libXNVCtrl-devel >= 3:535.86.10 for package: cuda-drivers-535.86.10-1.x86_64
--> Processing Dependency: nvidia-settings >= 3:535.86.10 for package: cuda-drivers-535.86.10-1.x86_64
--> Running transaction check
---> Package nvidia-libXNVCtrl.x86_64 3:535.86.10-1.el7 will be installed
---> Package nvidia-libXNVCtrl-devel.x86_64 3:535.86.10-1.el7 will be installed
---> Package nvidia-settings.x86_64 3:535.86.10-1.el7 will be installed
--> Finished Dependency Resolution

Dependencies Resolved

========================================================================================================================================================================
 Package                                        Arch                          Version                                    Repository                                Size
========================================================================================================================================================================
Installing:
 cuda-drivers                                   x86_64                        535.86.10-1                                cuda-rhel7-x86_64                        3.6 k
Installing for dependencies:
 nvidia-libXNVCtrl                              x86_64                        3:535.86.10-1.el7                          cuda-rhel7-x86_64                         50 k
 nvidia-libXNVCtrl-devel                        x86_64                        3:535.86.10-1.el7                          cuda-rhel7-x86_64                         59 k
 nvidia-settings                                x86_64                        3:535.86.10-1.el7                          cuda-rhel7-x86_64                        1.5 M

Transaction Summary
========================================================================================================================================================================
Install  1 Package (+3 Dependent packages)

Total download size: 1.6 M
Installed size: 4.5 M
Is this ok [y/d/N]: y
Downloading packages:
(1/4): cuda-drivers-535.86.10-1.x86_64.rpm                                                                                                       | 3.6 kB  00:00:01
(2/4): nvidia-libXNVCtrl-535.86.10-1.el7.x86_64.rpm                                                                                              |  50 kB  00:00:01
(3/4): nvidia-libXNVCtrl-devel-535.86.10-1.el7.x86_64.rpm                                                                                        |  59 kB  00:00:00
(4/4): nvidia-settings-535.86.10-1.el7.x86_64.rpm                                                                                                | 1.5 MB  00:00:01
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                   567 kB/s | 1.6 MB  00:00:02
Running transaction check
Running transaction test
Transaction test succeeded
Running transaction
  Installing : 3:nvidia-libXNVCtrl-535.86.10-1.el7.x86_64                                                                                                           1/4
  Installing : 3:nvidia-libXNVCtrl-devel-535.86.10-1.el7.x86_64                                                                                                     2/4
  Installing : 3:nvidia-settings-535.86.10-1.el7.x86_64                                                                                                             3/4
  Installing : cuda-drivers-535.86.10-1.x86_64                                                                                                                      4/4
  Verifying  : 3:nvidia-libXNVCtrl-535.86.10-1.el7.x86_64                                                                                                           1/4
  Verifying  : 3:nvidia-libXNVCtrl-devel-535.86.10-1.el7.x86_64                                                                                                     2/4
  Verifying  : 3:nvidia-settings-535.86.10-1.el7.x86_64                                                                                                             3/4
  Verifying  : cuda-drivers-535.86.10-1.x86_64                                                                                                                      4/4

Installed:
  cuda-drivers.x86_64 0:535.86.10-1

Dependency Installed:
  nvidia-libXNVCtrl.x86_64 3:535.86.10-1.el7            nvidia-libXNVCtrl-devel.x86_64 3:535.86.10-1.el7            nvidia-settings.x86_64 3:535.86.10-1.el7

Complete!

2.7 Redémarrer

sudo reboot

2.8 Ajouter un CHEMIN CUDA

export PATH=/usr/local/cuda-12.2/bin${PATH:+:${PATH}}

Ou ajoutez la commande ci-dessus à /etc/profile, source /etc/profile

2.9 Vérifiez si l'installation a réussi

2.9.1 Vérifier les versions du périphérique et du pilote

# nvidia-smi

+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.86.10              Driver Version: 535.86.10    CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |         Memory-Usage | GPU-Util  Compute M. |
|                                         |                      |               MIG M. |
|=========================================+======================+======================|
|   0  Tesla P100-PCIE-16GB           Off | 00000000:31:00.0 Off |                    0 |
| N/A   30C    P0              25W / 250W |      0MiB / 16384MiB |      0%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+

+---------------------------------------------------------------------------------------+
| Processes:                                                                            |
|  GPU   GI   CI        PID   Type   Process name                            GPU Memory |
|        ID   ID                                                             Usage      |
|=======================================================================================|
|  No running processes found                                                           |
+---------------------------------------------------------------------------------------+

2.9.2 Vérifier la version CUDA

# nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2023 NVIDIA Corporation
Built on Tue_Jul_11_02:20:44_PDT_2023
Cuda compilation tools, release 12.2, V12.2.128
Build cuda_12.2.r12.2/compiler.33053471_0

2.9.3 Accès à l'interface graphique

Ouvrez les paramètres du serveur NIVIDIA X 

Informations sur la version du pilote

Informations sur la carte graphique GPU

 NVIDIA Tesla P100, mémoire 16G, un total de 3584 unités de calcul parallèles

 Informations sur la température de la carte graphique GPU :

 

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Origine blog.csdn.net/holyvslin/article/details/132299184
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