I have 2 RTX 3090 GPUs and nvidia-smi outputs the CUDA version is 11.2. I tried to follow the instruction in “Start Locally | PyTorch” but none of this versions returns True for torch.cuda.is_available().
When I want to further locate my problem, I get No CUDA GPUs are available
>>> import torch
>>> torch.zeros(1).cuda()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/<username>/miniconda3/envs/<envname>/lib/python3.10/site-packages/torch/cuda/__init__.py", line 217, in _lazy_init
torch._C._cuda_init()
RuntimeError: No CUDA GPUs are available
I find a similar problem on StackOverflow: Pytorch says that CUDA is not available, it says I probably should install a PyTorch with a CUDA version below 11.2. I find the following command in Previous PyTorch Versions
# CUDA 11.1
pip install torch==1.10.1+cu111 torchvision==0.11.2+cu111 torchaudio==0.10.1 -f https://download.pytorch.org/whl/torch_stable.html
But it gives ERROR: Could not find a version that satisfies the requirement:
Looking in links: https://download.pytorch.org/whl/torch_stable.html
ERROR: Could not find a version that satisfies the requirement torch==1.10.1+cu111 (from versions: 1.11.0, 1.11.0+cpu, 1.11.0+cu102, 1.11.0+cu113, 1.11.0+cu115, 1.11.0+rocm4.3.1, 1.11.0+rocm4.5.2, 1.12.0, 1.12.0+cpu, 1.12.0+cu102, 1.12.0+cu113, 1.12.0+cu116, 1.12.0+rocm5.0, 1.12.0+rocm5.1.1)
ERROR: No matching distribution found for torch==1.10.1+cu111
How to resolve this issue? Any suggestions would be much appreciated.