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
