Tensorflow 2.10 doesn't detect GPU

Have installed TF 2.20. However it doesn’t detect my GPU (3060 with latest drivers).
nvidia-smi:

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 528.02       Driver Version: 528.02       CUDA Version: 12.0     |
|-------------------------------+----------------------+----------------------+
| GPU  Name            TCC/WDDM | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|                               |                      |               MIG M. |
|===============================+======================+======================|
|   0  NVIDIA GeForce ... WDDM  | 00000000:01:00.0  On |                  N/A |
|  0%   34C    P8    17W / 170W |   1836MiB / 12288MiB |      8%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+

+-----------------------------------------------------------------------------+
| Processes:                                                                  |
|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
|        ID   ID                                                   Usage      |
|=============================================================================|
|    0   N/A  N/A      2380    C+G   ...zpdnekdrzrea0\Spotify.exe    N/A      |
|    0   N/A  N/A      2452    C+G   ...t\Teams\current\Teams.exe    N/A      |
|    0   N/A  N/A      6592      C   ...5n2kfra8p0\python3.10.exe    N/A      |
|    0   N/A  N/A      7128    C+G   ...logioptionsplus_agent.exe    N/A      |
|    0   N/A  N/A      9108    C+G   C:\Windows\explorer.exe         N/A      |
|    0   N/A  N/A      9492    C+G   ...wekyb3d8bbwe\Video.UI.exe    N/A      |
|    0   N/A  N/A      9944    C+G   ...\app-1.0.9010\Discord.exe    N/A      |
|    0   N/A  N/A     10520    C+G   ...n1h2txyewy\SearchHost.exe    N/A      |
|    0   N/A  N/A     10544    C+G   ...artMenuExperienceHost.exe    N/A      |
|    0   N/A  N/A     11000    C+G   ...cw5n1h2txyewy\LockApp.exe    N/A      |
|    0   N/A  N/A     11572    C+G   ...perience\NVIDIA Share.exe    N/A      |
|    0   N/A  N/A     11576    C+G   ...h2txyewy\FESearchHost.exe    N/A      |
|    0   N/A  N/A     11844    C+G   ...lPanel\SystemSettings.exe    N/A      |
|    0   N/A  N/A     12584    C+G   ...t\Teams\current\Teams.exe    N/A      |
|    0   N/A  N/A     13516    C+G   ...oft OneDrive\OneDrive.exe    N/A      |
|    0   N/A  N/A     14436    C+G   ...e\PhoneExperienceHost.exe    N/A      |
|    0   N/A  N/A     15464    C+G   ...perience\NVIDIA Share.exe    N/A      |
|    0   N/A  N/A     15584    C+G   ...2txyewy\TextInputHost.exe    N/A      |
|    0   N/A  N/A     17032    C+G   ...ge\Application\msedge.exe    N/A      |
|    0   N/A  N/A     18548    C+G   ...h8wxbdkxb8p\DCv2\DCv2.exe    N/A      |
|    0   N/A  N/A     18720    C+G   ...oft OneDrive\OneDrive.exe    N/A      |
|    0   N/A  N/A     18792    C+G   ...8wekyb3d8bbwe\Cortana.exe    N/A      |
|    0   N/A  N/A     18932    C+G   ...4__8j3eq9eme6ctt\IGCC.exe    N/A      |
|    0   N/A  N/A     20864    C+G   ...518.78\msedgewebview2.exe    N/A      |
|    0   N/A  N/A     23236    C+G   ...icrosoft VS Code\Code.exe    N/A      |
|    0   N/A  N/A     23564    C+G   ...y\ShellExperienceHost.exe    N/A      |
|    0   N/A  N/A     24192    C+G   C:\Windows\explorer.exe         N/A      |
|    0   N/A  N/A     25488    C+G   ...oot\Office16\POWERPNT.EXE    N/A      |
|    0   N/A  N/A     25784    C+G   ...IA GeForce Experience.exe    N/A      |
|    0   N/A  N/A     27900    C+G   ...dkxb8p\Gamebar_Widget.exe    N/A      |
|    0   N/A  N/A     28508    C+G   ...a0\XboxGameBarSpotify.exe    N/A      |
+-----------------------------------------------------------------------------+

nvcc -v:

nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2021 NVIDIA Corporation
Built on Sun_Feb_14_22:08:44_Pacific_Standard_Time_2021
Cuda compilation tools, release 11.2, V11.2.152
Build cuda_11.2.r11.2/compiler.29618528_0

Have I missed anything during the installation process. I am aware that there are many other posts on this topic, but solutions haven’t been successful.

@N048,

As per above reference you are using CUDA 12.0. According to Tested build configurations, Tensorflow 2.10/2.11 are compatible with CUDA 11.2

Thank you!

I thought that aswell. However, that I read that the CUDA Version in the Screenshot when running nvidia-smi shows the driver version and not the installed CUDA version.

It seems multiple CUDA versions are installed in the same environment.

Please uninstall CUDA 12.0 and try again.

I have only installed CUDA 11.2. CUDA 12 only shows up because it is the version of the driver on my GPU. Or might I be confusing myself.