Pytorch cuda problem on gpu

#1

Hii pytorch developer, i am trying to use pytorch on gpu, however it shows ValueError: invalid literal for int() with base 10: “NVIDIA-SMI has failed because it couldn’t communicate with the NVIDIA driver. Make sure that the latest NVIDIA driver is installed and running.”

additionally, it shows
/home/seis/ret/prog/anaconda3/envs/cpi/lib/python3.7/site-packages/torch/cuda/init.py:52: UserWarning: CUDA initialization: The NVIDIA driver on your system is too old (found version 9010). Please update your GPU driver by downloading and installing a new version from the URL: Download Drivers | NVIDIA Alternatively, go to: https://pytorch.org to install a PyTorch version that has been compiled with your version of the CUDA driver. (Triggered internally at /opt/conda/conda-bld/pytorch_1603729066392/work/c10/cuda/CUDAFunctions.cpp:100.)
return torch._C._cuda_getDeviceCount() > 0
False

Please suggest which pytorch version will support The NVIDIA driver on your system is too old (found version 9010)

#2

You can take a look at this doc in particular Table 3 shows the driver requirement for each CUDA release.

#3

Which pytorch version will be compatible with NVIDIA driver version 9010.Can you please suggest, because what the gpu i am using it is older and the engineer doesn’t want to upgrade it to the latest version of NVIDIA driver.

#4

You could check on the previous Pytorch versions webpage to see which Pytorch version will work with the CUDA driver you have.

#5

@Manuel_Alejandro_Dia ```
conda install pytorch==1.7.0 torchvision==0.8.0 torchaudio==0.7.0 cudatoolkit=9.2 -c pytorch

#6

I think cudatoolkit==9.2 will not work so i need cudatoolkit==9.1 how to get it ???

#7

Maybe you could try with:

conda install pytorch==1.1.0 torchvision==0.3.0 cudatoolkit=9.0 -c pytorch
#8

getting error again

In [1]: import torch

In [2]: torch.version.cuda
Out[2]: ‘9.0.176’

In [3]: torch.cuda.is_available()
Out[3]: False

#9

Can you post the output of nvidia-smi if you are in Linux?

Also, maybe check this stackoverflow thread.