Google ColaboratoryのGPU、OS


GPU確認

!nvidia-smi
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 495.46 Driver Version: 460.32.03 CUDA Version: 11.2 |
|-------------------------------+----------------------+----------------------+
| 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 Tesla P100-PCIE… Off | 00000000:00:04.0 Off | 0 |
| N/A 38C P0 26W / 250W | 0MiB / 16280MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+

+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| No running processes found |
+-----------------------------------------------------------------------------+
  • Corab Pro(\1,072/月)の場合
    • Tesla P100
  • 無料の場合
    • Tesla K80(遅い、P100の半分ぐらいの処理速度)
    • たまにTesla T4(K80よりちょっと早い)

OS確認

!uname -a
Linux b4de76a6f615 5.4.144+ #1 SMP Tue Dec 7 09:58:10 PST 2021 x86_64 x86_64 x86_64 GNU/Linux
  • Linuxです
  • 補足
    • OSコマンドを実行するのでコマンドの先頭に「!」付けてる
    • Pythonコードなら不要
    • OSコマンドでも1行だけなら不要


Posted by futa