My computer is equipped with two RTX 2080ti GPUs. I have installed the cuda 10.1 in the system and the driver version is 418.39.
±----------------------------------------------------------------------------+
| NVIDIA-SMI 418.39       Driver Version: 418.39       CUDA Version: 10.1     |
|-------------------------------±---------------------±---------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  GeForce RTX 208…  Off  | 00000000:01:00.0  On |                  N/A |
| 41%   36C    P8    36W / 260W |    637MiB / 10986MiB |      1%      Default |
±------------------------------±---------------------±---------------------+
|   1  GeForce RTX 208…  Off  | 00000000:02:00.0 Off |                  N/A |
| 40%   31C    P8    13W / 260W |      1MiB / 10989MiB |      0%      Default |
±------------------------------±---------------------±---------------------+
±----------------------------------------------------------------------------+
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|=============================================================================|
|    0      2410      G   /usr/lib/xorg/Xorg                            28MiB |
|    0      2593      G   /usr/bin/gnome-shell                          98MiB |
|    0     12630      G   /usr/lib/xorg/Xorg                           252MiB |
|    0     12734      G   /opt/teamviewer/tv_bin/TeamViewer             19MiB |
|    0     12793      G   /usr/bin/gnome-shell                         186MiB |
|    0     13362      G   …uest-channel-token=17060840034489939627    49MiB |
±----------------------------------------------------------------------------+
I have tried using anaconda to install pytorch for running, but it will get stuck a few minutes after starting running with no response to mouse and keyboard and the screen is frozen. Besides, I cannot ssh into this computer either. I cannot figure out what kind of problems it has because I cannot see the error since everything is frozen. So I have to restart the computer by force.
It seems that RTX 2080ti requires at least CUDA 10 to run efficiently. In anaconda, I can create several different environments to test. I have tried several combinations of cudatoolkit version and pytorch version, but it still has this problem.
In this computer, I can install tensorflow-gpu 1.9 with cuda 9 toolkit using anaconda, because tensorflow has not yet supported cuda 10. As for pytorch, the cuda 10 is only supported for other gpus such as 1080ti.
ref: https://github.com/pytorch/pytorch/issues/12977 10
Does anyone have an idea?