I want to use Graphic Board RTX4090 on Python.
Current
~$ python
Python 3.9.16 (main, Mar 8 2023, 11:00:05)
[GCC 11.2.0] :: Anaconda, Inc. on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> torch.cuda.is_available()
False
>>>Update conda.
$ conda update -n base conda
Collecting package metadata (current_repodata.json): done
Solving environment: -
The environmenat is inconsistent, please check the package plan carefully
The following packages are causing the inconsistency:
...
Downloading and Extracting Packages
Preparing transaction: done
Verifying transaction: failed
RemoveError: 'requests' is a dependency of conda and cannot be removed from
conda's operating environment.$ conda update --update-deps conda
Downloading and Extracting Packages
Preparing transaction: done
Verifying transaction: done
Executing transaction: doneUpdate libraries.
~$ sudo apt-get --purge remove cuda-*
~$ ubuntu-drivers devices
~$ sudo ubuntu-drivers autoinstall
~$ nvidia-smi
Sun Feb 11 01:27:13 2024
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.154.05 Driver Version: 535.154.05 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 NVIDIA GeForce RTX 4090 Off | 00000000:01:00.0 Off | Off |
| 0% 25C P8 10W / 450W | 30MiB / 24564MiB | 0% Default |
| | | N/A |
+-----------------------------------------+----------------------+----------------------+
+---------------------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=======================================================================================|
| 0 N/A N/A 56083 G /usr/lib/xorg/Xorg 9MiB |
| 0 N/A N/A 57246 G /usr/bin/gnome-shell 10MiB |
+---------------------------------------------------------------------------------------+
~$ python
Python 3.9.16 (main, Mar 8 2023, 14:00:05)
[GCC 11.2.0] :: Anaconda, Inc. on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> torch.cuda.is_available()
True
>>>