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VSCode

申请步骤​

  1. 在线开发界面点击添加notebook

  2. 申请资源

  3. 当状态为Running时代表VSCode已创建成功，可以进入VSCode进行开发和训练

使用技巧​

  1. 该开发环境会自动挂载/mnt/$(username)和/archives/$(username)目录，可以将/mnt/$(username)当作个人workspace使用，把需要持久化的内容放入/archive/$(username)目录保存。
  2. 在Terminal中输入 nvidia-smi或nvcc -V查看GPU及驱动。
    root@test-notebook:/mnt/admin# nvidia-smi
    Mon Oct 10 10:15:50 2022       
    +-----------------------------------------------------------------------------+
    | NVIDIA-SMI 460.91.03    Driver Version: 460.91.03    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 T4            On   | 00000000:00:07.0 Off |                    0 |
    | N/A   25C    P8     9W /  70W |      0MiB / 15109MiB |      0%      Default |
    |                               |                      |                  N/A |
    +-------------------------------+----------------------+----------------------+                                                                        
    +-----------------------------------------------------------------------------+
    | Processes:                                                                  |
    |  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
    |        ID   ID                                                   Usage      |
    |=============================================================================|
    |  No running processes found                                                 |
    +-----------------------------------------------------------------------------+
    root@test-notebook:/mnt/admin# nvcc -V
    nvcc: NVIDIA (R) Cuda compiler driver
    Copyright (c) 2005-2019 NVIDIA Corporation
    Built on Sun_Jul_28_19:07:16_PDT_2019
    Cuda compilation tools, release 10.1, V10.1.243