# Trouble installing torch with CUDA using conda on WSL2

**URL:** <https://discuss.pytorch.org/t/trouble-installing-torch-with-cuda-using-conda-on-wsl2/136911>\
**Category:** Uncategorized\
**Created:** [November 15, 2021, 6:57am UTC](https://discuss.pytorch.org/t/trouble-installing-torch-with-cuda-using-conda-on-wsl2/136911 "2021-11-15T06:57:50Z")\
**Posts on this page:** 1\
**Showing post:** 4

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**Author:** ![lminvielle](https://discuss.pytorch.org/user_avatar/discuss.pytorch.org/lminvielle/32/47910_2.png) [@lminvielle](https://discuss.pytorch.org/u/lminvielle)\
**Post date:** [March 24, 2022, 11:06am UTC](https://discuss.pytorch.org/t/trouble-installing-torch-with-cuda-using-conda-on-wsl2/136911/4 "2022-03-24T11:06:02Z")

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First post may be old, but for anyone who encounter the same situation, here is what worked for me:  
I have Windows 11, with WSL2 installed with Ubuntu 20.04. My computer has a Nvidia RTX3060 Laptop.  
I had the same problem, when installing with `conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch`, it seems that only the CPU version of PyTorch was installed.  
So right after this installation, I removed torch, torchaudio, torchvision using PIP:  
`pip uninstall torch torchaudio torchvision`  
Then, I re-installed the “right” versions for me:  
`pip install torch==1.8.1+cu111 torchvision==0.9.1+cu111 torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html`  
There might be a more direct way to it but since it works for me now, I didn’t try any new ways.

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