研究室の共有PCの環境構築メモ

# 2024/08/06時点で未解決

GOAL

python，torchからGPUにアクセスできるようcudaとかtorchのversionを揃える

- osはubunt

- GPUはRTX 2080

code:nvidia-smi

(base) kunitalab@kunitalab-System-Product-Name:~$ nvidia-smi

Tue Aug 6 17:13:32 2024

+---------------------------------------------------------------------------------------+

| NVIDIA-SMI 530.41.03 Driver Version: 530.41.03 CUDA Version: 12.1 |

|-----------------------------------------+----------------------+----------------------+

| 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 2080 Off| 00000000:65:00.0 On | N/A |

| 24% 32C P8 30W / 215W| 135MiB / 8192MiB | 2% Default |

| | | N/A |

+-----------------------------------------+----------------------+----------------------+

+---------------------------------------------------------------------------------------+

| Processes: |

| GPU GI CI PID Type Process name GPU Memory |

| ID ID Usage |

|=======================================================================================|

| 0 N/A N/A 1169 G /usr/lib/xorg/Xorg 56MiB |

| 0 N/A N/A 1442 G /usr/bin/gnome-shell 76MiB |

+---------------------------------------------------------------------------------------+

歴代のだれかかすでにいじった形跡あり

pipとconda環境が混ざっている

pipのほうを削除

公式をみて、

code:command

conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia

を実行した

torchは入ったが、

code:terminal

>> torch.__version__

'2.4.0'

>> torch.cuda.is_available()

False

>> torch.version.cuda

>>

GPUを認識していない。