Install NVIDIA CUDA Toolkit 12.4.1 on Fedora 40/39

cd ~/Downloads

wget https://developer.download.nvidia.com/compute/cuda/12.4.1/local_installers/cuda_12.4.1_550.54.15_linux.run

chmod +x cuda_12.4.1*.run

su -
## OR ##
sudo -i

dnf update

reboot

dnf install gcc-c++ mesa-libGLU-devel libX11-devel libXi-devel libXmu-devel git

## Dependencies for 2_Graphics examples ##
dnf install freeglut freeglut-devel

/home/<username>/Downloads/cuda_12.4.1_550.54.15_linux.run --override

## OR full path / full file name ##

./cuda_12.4.1_550.54.15_linux.run --override

/path/to/cuda_12.4.1_550.54.15_linux.run --override

/home/<username>/Downloads/cuda_12.4.1_550.54.15_linux.run

## OR full path / full file name ##

./cuda_12.4.1_550.54.15_linux.run

/path/to/cuda_12.4.1_550.54.15_linux.run

cd ~

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

cat <<EOF >> /etc/profile.d/cuda.sh
case ":\${PATH}:" in
  *:"/usr/local/cuda/bin":*)
    ;;
  *)
    PATH=/usr/local/cuda/bin:\$PATH
esac

case ":\${LD_LIBRARY_PATH}:" in
  *:"/usr/local/cuda/lib64":*)
    ;;
  *)
  if [ -z "\${LD_LIBRARY_PATH}" ] ; then
    LD_LIBRARY_PATH=/usr/local/cuda/lib64
  else
    LD_LIBRARY_PATH=/usr/local/cuda/lib64:\$LD_LIBRARY_PATH
  fi
esac

HOST_COMPILER='gcc-13.2 -lstdc++ -lm'

export PATH LD_LIBRARY_PATH HOST_COMPILER
EOF

cat <<EOF >> /etc/profile.d/cuda.sh
PATH=/usr/local/cuda/bin:\$PATH

case ":\${LD_LIBRARY_PATH}:" in
  *:"/usr/local/cuda/lib64":*)
    ;;
  *)
  if [ -z "\${LD_LIBRARY_PATH}" ] ; then
    LD_LIBRARY_PATH=/usr/local/cuda/lib64
  else
    LD_LIBRARY_PATH=/usr/local/cuda/lib64:\$LD_LIBRARY_PATH
  fi
esac

export PATH LD_LIBRARY_PATH
EOF

[user@localhost ~]$ echo $PATH
/usr/local/cuda/bin:/usr/share/Modules/bin:/usr/local/bin:/usr/local/sbin:/usr/bin:/usr/sbin:/home/user/.local/bin:/home/user/bin
[user@localhost ~]$ echo $LD_LIBRARY_PATH
/usr/local/cuda/lib64
[user@localhost ~]$ echo $HOST_COMPILER
gcc-13.2 -lstdc++ -lm
[user@localhost ~]$

cd /home/<username>/cuda-samples/Samples/1_Utilities/deviceQuery

[user@localhost ~]$ make
/usr/local/cuda/bin/nvcc -ccbin g++ -I../../common/inc -m64 --threads 0 --std=c++11 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_37,code=sm_37 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_52,code=sm_52 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_86,code=compute_86 -o deviceQuery.o -c deviceQuery.cpp
nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).
/usr/local/cuda/bin/nvcc -ccbin g++ -m64 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_37,code=sm_37 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_52,code=sm_52 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_86,code=compute_86 -o deviceQuery deviceQuery.o 
nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).
mkdir -p ../../bin/x86_64/linux/release
cp deviceQuery ../../bin/x86_64/linux/release

[user@localhost ~]$ ./deviceQuery 
./deviceQuery Starting...

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

Detected 1 CUDA Capable device(s)

Device 0: "NVIDIA GeForce RTX 2060"
  CUDA Driver Version / Runtime Version          12.1 / 12.1
  CUDA Capability Major/Minor version number:    7.5
  Total amount of global memory:                 5927 MBytes (6214451200 bytes)
  (030) Multiprocessors, (064) CUDA Cores/MP:    1920 CUDA Cores
  GPU Max Clock rate:                            1695 MHz (1.70 GHz)
  Memory Clock rate:                             7001 Mhz
  Memory Bus Width:                              192-bit
  L2 Cache Size:                                 3145728 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:        65536 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  1024
  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 3 copy engine(s)
  Run time limit on kernels:                     Yes
  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
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 1 / 0
  Compute Mode:
     

deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 12.4, CUDA Runtime Version = 12.4, NumDevs = 1
Result = PASS