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Update cuda.md, replace cuda 12.2 by 12.5 #1238

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Jul 24, 2024
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Update cuda.md, replace cuda 12.2 by 12.5 #1238

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98e3669
Update cuda.md, replace cuda 12.2 by 12.5
UrielCh Jun 13, 2024
2721cfd
replace cuda 12.5 by 12.4
UrielCh Jun 14, 2024
47ba512
Merge branch 'master' into patch-1
thomas-zimmerman Jul 24, 2024
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24 changes: 12 additions & 12 deletions content/cuda.md
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Original file line number Diff line number Diff line change
Expand Up @@ -30,7 +30,7 @@ The `nvidia-cuda-toolkit` package is [maintained by Ubuntu](https://packages.ubu

The `nvidia-container-toolkit` package uses Docker containers to allow alternate versions of the CUDA libraries to be installed alongside the one included with the NVIDIA driver. You can see the different Docker images that are published by NVIDIA here: <https://hub.docker.com/r/nvidia/cuda/>

This example installs a development enviroment with CUDA version 12.1.
This example installs a development enviroment with CUDA version 12.4.

#### Install Software

Expand Down Expand Up @@ -70,15 +70,15 @@ sudo systemctl restart docker
Run this command to check the Docker configuration for CUDA:

```bash
docker run --rm --runtime=nvidia --gpus all nvidia/cuda:12.1.0-devel-ubuntu22.04 nvidia-smi
docker run --rm --runtime=nvidia --gpus all nvidia/cuda:12.4.0-devel-ubuntu22.04 nvidia-smi
```

The output displays the CUDA version supported by the container:

```
Thu Mar 23 14:43:51 2023
Thu Jun 13 14:43:51 2024
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 525.89.02 Driver Version: 525.89.02 CUDA Version: 12.1 |
| NVIDIA-SMI 550.67. Driver Version: 550.67 CUDA Version: 12.4 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
Expand All @@ -102,26 +102,26 @@ Thu Mar 23 14:43:51 2023
Start a shell within the container:

```bash
docker run -it --rm --runtime=nvidia --gpus all nvidia/cuda:12.1.0-devel-ubuntu22.04 bash
docker run -it --rm --runtime=nvidia --gpus all nvidia/cuda:12.4.0-devel-ubuntu22.04 bash
```

Commands can then be run with CUDA support:

```shell
root@5397e7ea7f57:/# nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2023 NVIDIA Corporation
Built on Tue_Feb__7_19:32:13_PST_2023
Cuda compilation tools, release 12.1, V12.1.66
Build cuda_12.1.r12.1/compiler.32415258_0
Copyright (c) 2005-2024 NVIDIA Corporation
Built on Thu_Mar_28_02:18:24_PDT_2024
Cuda compilation tools, release 12.4, V12.4.131
Build cuda_12.4.r12.4/compiler.34097967_0
```

The container can be viewed and managed using `docker ps` in another terminal or tab:

```bash
system76@pop-os:~$ docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
5397e7ea7f57 nvidia/cuda:12.1.0-devel-ubuntu22.04 "/opt/nvidia/nvidia_…" 2 minutes ago Up 2 minutes boring_tesla
5397e7ea7f57 nvidia/cuda:12.4.0-devel-ubuntu22.04 "/opt/nvidia/nvidia_…" 2 minutes ago Up 2 minutes boring_tesla
```

The container ID can be referenced to copy files into and out of the container:
Expand All @@ -143,10 +143,10 @@ The binary (`c++11_cuda`) is built:
```
root@5397e7ea7f57:~/cuda-samples/Samples/0_Introduction/c++11_cuda# ls -l
total 6108
-rw-rw-r-- 1 1000 1000 13679 Mar 24 16:45 Makefile
-rw-rw-r-- 1 1000 1000 13951 Mar 24 16:45 Makefile
-rw-rw-r-- 1 1000 1000 2090 Mar 24 16:45 NsightEclipse.xml
-rw-rw-r-- 1 1000 1000 3556 Mar 24 16:45 README.md
-rwxr-xr-x 1 root root 1881448 Mar 24 16:48 c++11_cuda
-rwxr-xr-x 1 root root 2147784 Mar 24 16:48 c++11_cuda
...
```

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