NVIDIA : CUDA 13.0 インストール2025/08/07

NVIDIA 社製グラフィックカードによる GPU コンピューティング GPGPU（General-Purpose computing on Graphics Processing Units) プラットフォーム CUDA (Compute Unified Device Architecture) をインストールします。

CUDA を利用するにあたっては、グラフィックカードが対応製品である必要があります。
詳細は NVIDIA 社のサイトで確認ください。(ここ数年のものであればほぼ対応)
⇒ https://developer.nvidia.com/cuda-gpus

[1]

こちらを参考に、搭載しているグラフィックカード用のドライバーをインストールしておきます。

[2]

NVIDIA 公式リポジトリから CUDA をインストールします。
NVIDIA 公式リポジトリは [1] のドライバーインストール時に設定していることが前提です。

[root@dlp ~]#

dnf -y install cuda-13-0 git cmake

[root@dlp ~]#

vi /etc/profile.d/cuda130.sh

# 新規作成

export PATH=/usr/local/cuda-13.0/bin${PATH:+:${PATH}}
export LD_LIBRARY_PATH=/usr/local/cuda-13.0/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}

[root@dlp ~]#

source /etc/profile.d/cuda130.sh

[root@dlp ~]#

nvcc --version

nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2025 NVIDIA Corporation
Built on Wed_Jul_16_07:30:01_PM_PDT_2025
Cuda compilation tools, release 13.0, V13.0.48
Build cuda_13.0.r13.0/compiler.36260728_0

[3]	任意の一般ユーザーでサンプルプログラムを実行して動作確認します。

# サンプルプログラムを取得

[cent@dlp ~]$

git clone https://github.com/NVIDIA/cuda-samples.git

[cent@dlp ~]$

cd ./cuda-samples/Samples/1_Utilities/deviceQuery

# deviceQuery サンプルコンパイル

[cent@dlp deviceQuery]$

cmake ./

-- The C compiler identification is GNU 14.3.1
-- The CXX compiler identification is GNU 14.3.1
-- The CUDA compiler identification is NVIDIA 13.0.48
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Check for working C compiler: /usr/bin/cc - skipped
-- Detecting C compile features
-- Detecting C compile features - done
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Check for working CXX compiler: /usr/bin/c++ - skipped
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Detecting CUDA compiler ABI info
-- Detecting CUDA compiler ABI info - done
-- Check for working CUDA compiler: /usr/local/cuda-13.0/bin/nvcc - skipped
-- Detecting CUDA compile features
-- Detecting CUDA compile features - done
-- Found CUDAToolkit: /usr/local/cuda-13.0/targets/x86_64-linux/include (found version "13.0.48")
-- Performing Test CMAKE_HAVE_LIBC_PTHREAD
-- Performing Test CMAKE_HAVE_LIBC_PTHREAD - Success
-- Found Threads: TRUE
-- Configuring done (3.2s)
-- Generating done (0.0s)
-- Build files have been written to: /home/cent/cuda-samples/Samples/1_Utilities/deviceQuery

[cent@dlp deviceQuery]$

make

[ 50%] Building CXX object CMakeFiles/deviceQuery.dir/deviceQuery.cpp.o
[100%] Linking CXX executable deviceQuery
[100%] Built target deviceQuery

# 実行

[cent@dlp deviceQuery]$

./deviceQuery

./deviceQuery Starting...

 CUDA Device Query (Runtime API) version (CUDART static linking)

Detected 1 CUDA Capable device(s)

Device 0: "NVIDIA GeForce RTX 3060"
  CUDA Driver Version / Runtime Version          13.0 / 13.0
  CUDA Capability Major/Minor version number:    8.6
  Total amount of global memory:                 11910 MBytes (12488343552 bytes)
  (028) Multiprocessors, (128) CUDA Cores/MP:    3584 CUDA Cores
  GPU Max Clock rate:                            1777 MHz (1.78 GHz)
  Memory Clock rate:                             7501 Mhz
  Memory Bus Width:                              192-bit
  L2 Cache Size:                                 2359296 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total shared memory per multiprocessor:        102400 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  1536
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 2 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Disabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Managed Memory:                Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 7 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >

deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 13.0, CUDA Runtime Version = 13.0, NumDevs = 1
Result = PASS