[Bug]: RuntimeError: Detected that PyTorch and torchvision were compiled with different CUDA versions.

[ItsZeusX]

Is there an existing issue for this?

• I have searched the existing issues and checked the recent builds/commits

What happened?

i get the following error after trying to start the web ui on google colab,

RuntimeError: Detected that PyTorch and torchvision were compiled with different CUDA versions. PyTorch has CUDA Version=11.7 and torchvision has CUDA Version=11.8. Please reinstall the torchvision that matches your PyTorch install.

i tried this :

pip install torchvision==0.9.0 -f https://download.pytorch.org/whl/cu11.7/torch_stable.html

the web ui worked but it crashs when i try to generate

Steps to reproduce the problem

here is the colab i am using : https://colab.research.google.com/drive/12cFZBVdONLEgRD0uT3cozxZStKKVLlA3?usp=sharing

What should have happened?

I literally used the web ui yesterday normally but idk whats wrong today

Commit where the problem happens

91c8d0d

What platforms do you use to access the UI ?

Linux

What browsers do you use to access the UI ?

Google Chrome

Command Line Arguments

--share --disable-safe-unpickle --no-half-vae --xformers --reinstall-xformers --enable-insecure-extension-access

List of extensions

Image Browser
Bad Prompt

Console logs

Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/
Collecting fastapi==0.90.0
  Downloading fastapi-0.90.0-py3-none-any.whl (56 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 56.0/56.0 KB 2.3 MB/s eta 0:00:00
Collecting starlette<=0.23.0,>=0.22.0
  Downloading starlette-0.23.0-py3-none-any.whl (64 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 64.5/64.5 KB 3.6 MB/s eta 0:00:00
Requirement already satisfied: pydantic!=1.7,!=1.7.1,!=1.7.2,!=1.7.3,!=1.8,!=1.8.1,<2.0.0,>=1.6.2 in /usr/local/lib/python3.9/dist-packages (from fastapi==0.90.0) (1.10.7)
Requirement already satisfied: typing-extensions>=4.2.0 in /usr/local/lib/python3.9/dist-packages (from pydantic!=1.7,!=1.7.1,!=1.7.2,!=1.7.3,!=1.8,!=1.8.1,<2.0.0,>=1.6.2->fastapi==0.90.0) (4.5.0)
Collecting anyio<5,>=3.4.0
  Downloading anyio-3.6.2-py3-none-any.whl (80 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 80.6/80.6 KB 5.0 MB/s eta 0:00:00
Collecting sniffio>=1.1
  Downloading sniffio-1.3.0-py3-none-any.whl (10 kB)
Requirement already satisfied: idna>=2.8 in /usr/local/lib/python3.9/dist-packages (from anyio<5,>=3.4.0->starlette<=0.23.0,>=0.22.0->fastapi==0.90.0) (3.4)
Installing collected packages: sniffio, anyio, starlette, fastapi
Successfully installed anyio-3.6.2 fastapi-0.90.0 sniffio-1.3.0 starlette-0.23.0
Cloning into 'stable-diffusion-webui'...
remote: Enumerating objects: 17850, done.
remote: Total 17850 (delta 0), reused 0 (delta 0), pack-reused 17850
Receiving objects: 100% (17850/17850), 28.22 MiB | 31.44 MiB/s, done.
Resolving deltas: 100% (12501/12501), done.
Cloning into '/content/stable-diffusion-webui/extensions/stable-diffusion-webui-images-browser'...
remote: Enumerating objects: 143, done.
remote: Counting objects: 100% (34/34), done.
remote: Compressing objects: 100% (12/12), done.
remote: Total 143 (delta 25), reused 22 (delta 22), pack-reused 109
Receiving objects: 100% (143/143), 37.96 KiB | 3.16 MiB/s, done.
Resolving deltas: 100% (51/51), done.
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100  1137  100  1137    0     0   9886      0 --:--:-- --:--:-- --:--:--  9801
100 25515  100 25515    0     0   106k      0 --:--:-- --:--:-- --:--:--  106k
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100  1123  100  1123    0     0  11821      0 --:--:-- --:--:-- --:--:-- 11821
100 25323  100 25323    0     0   136k      0 --:--:-- --:--:-- --:--:--  136k
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100  1161  100  1161    0     0  12221      0 --:--:-- --:--:-- --:--:-- 12221
100 4067M  100 4067M    0     0   145M      0  0:00:27  0:00:27 --:--:--  146M
/content/stable-diffusion-webui
Note: switching to '91c8d0d'.

You are in 'detached HEAD' state. You can look around, make experimental
changes and commit them, and you can discard any commits you make in this
state without impacting any branches by switching back to a branch.

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do so (now or later) by using -c with the switch command. Example:

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Or undo this operation with:

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Turn off this advice by setting config variable advice.detachedHead to false

HEAD is now at 91c8d0dc Merge pull request #7231 from EllangoK/master
Python 3.9.16 (main, Dec  7 2022, 01:11:51) 
[GCC 9.4.0]
Commit hash: 91c8d0dcfc9a5d46aec47fd3eb34c633c104b5bb
Installing gfpgan
Installing clip
Installing open_clip
Installing xformers
Cloning Stable Diffusion into repositories/stable-diffusion-stability-ai...
Cloning Taming Transformers into repositories/taming-transformers...
Cloning K-diffusion into repositories/k-diffusion...
Cloning CodeFormer into repositories/CodeFormer...
Cloning BLIP into repositories/BLIP...
Installing requirements for CodeFormer
Installing requirements for Web UI
Launching Web UI with arguments: --share --disable-safe-unpickle --no-half-vae --xformers --enable-insecure-extension-access
Traceback (most recent call last):
  File "/content/stable-diffusion-webui/launch.py", line 360, in <module>
    start()
  File "/content/stable-diffusion-webui/launch.py", line 351, in start
    import webui
  File "/content/stable-diffusion-webui/webui.py", line 16, in <module>
    from modules import extra_networks_hypernet, ui_extra_networks_hypernets, ui_extra_networks_textual_inversion
  File "/content/stable-diffusion-webui/modules/extra_networks_hypernet.py", line 1, in <module>
    from modules import extra_networks, shared, extra_networks
  File "/content/stable-diffusion-webui/modules/shared.py", line 12, in <module>
    import modules.interrogate
  File "/content/stable-diffusion-webui/modules/interrogate.py", line 11, in <module>
    from torchvision import transforms
  File "/usr/local/lib/python3.9/dist-packages/torchvision/__init__.py", line 6, in <module>
    from torchvision import datasets, io, models, ops, transforms, utils
  File "/usr/local/lib/python3.9/dist-packages/torchvision/datasets/__init__.py", line 1, in <module>
    from ._optical_flow import FlyingChairs, FlyingThings3D, HD1K, KittiFlow, Sintel
  File "/usr/local/lib/python3.9/dist-packages/torchvision/datasets/_optical_flow.py", line 12, in <module>
    from ..io.image import _read_png_16
  File "/usr/local/lib/python3.9/dist-packages/torchvision/io/__init__.py", line 8, in <module>
    from ._load_gpu_decoder import _HAS_GPU_VIDEO_DECODER
  File "/usr/local/lib/python3.9/dist-packages/torchvision/io/_load_gpu_decoder.py", line 1, in <module>
    from ..extension import _load_library
  File "/usr/local/lib/python3.9/dist-packages/torchvision/extension.py", line 107, in <module>
    _check_cuda_version()
  File "/usr/local/lib/python3.9/dist-packages/torchvision/extension.py", line 80, in _check_cuda_version
    raise RuntimeError(
RuntimeError: Detected that PyTorch and torchvision were compiled with different CUDA versions. PyTorch has CUDA Version=11.7 and torchvision has CUDA Version=11.8. Please reinstall the torchvision that matches your PyTorch install.

Additional information

No response

[rlowe55]

I am also seeing the same error as of earlier today, regardless of which model is being used

[bebechien]

It looks like the installed version on colab's VM image has been updated to "torch-2.0.0+cu118"
I was able to fix this by adding the line below.

%pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 torchtext==0.14.1 torchaudio==0.13.1 torchdata==0.5.1 --extra-index-url https://download.pytorch.org/whl/cu117

[rlowe55]

thanks @bebechien that works

[gondrongkancong]

It looks like the installed version on colab's VM image has been updated to "torch-2.0.0+cu118" I was able to fix this by adding the line below.

%pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 torchtext==0.14.1 torchaudio==0.13.1 torchdata==0.5.1 --extra-index-url https://download.pytorch.org/whl/cu117

how to do this actually? pardon, I have no knowledge in coding

[LightningK]

It looks like the installed version on colab's VM image has been updated to "torch-2.0.0+cu118" I was able to fix this by adding the line below.

%pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 torchtext==0.14.1 torchaudio==0.13.1 torchdata==0.5.1 --extra-index-url https://download.pytorch.org/whl/cu117

Where should I put this command in the code?

[yuta-fukuma]

Before python launch.py %pip install torch==1.13.1+cu117 torchvision=0.14.1+cu117 torchtext=0.14.1 torchaudio=0.13.1 torchdata=0.5.1 --extra-index-url https ://download.pytorch.org/whl/cu117` and it should now work.
I think this command will work, although it will output an error due to a conflict in some environments.

[Feede33]

It looks like the installed version on colab's VM image has been updated to "torch-2.0.0+cu118" I was able to fix this by adding the line below.

%pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 torchtext==0.14.1 torchaudio==0.13.1 torchdata==0.5.1 --extra-index-url https://download.pytorch.org/whl/cu117

works!

[GAGANsinghmsitece]

I edited the commands as follows:-

%pip install torch==1.13.1+cu117 torchvision=0.14.1+cu117 torchtext=0.14.1 torchaudio=0.13.1 torchdata=0.5.1 --extra-index-url https ://download.pytorch.org/whl/cu117`
!COMMANDLINE_ARGS="--share --disable-safe-unpickle --no-half-vae --xformers --reinstall-xformers --enable-insecure-extension-access" REQS_FILE="requirements.txt" python launch.py

Still I'm encountering same error

[bissigb]

Hi,
i had the same error using this notebook https://colab.research.google.com/github/sagiodev/stablediffusion_webui/blob/master/StableDiffusionUI_ngrok_sagiodev.ipynb (but i am not using the latest version)
I copied %pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 torchtext==0.14.1 torchaudio==0.13.1 torchdata==0.5.1 --extra-index-url https://download.pytorch.org/whl/cu117 direct after the description section, before Stable Diffusion section, and it works.
Thank you!

[GAGANsinghmsitece]

Hi @bissigb, can you show a example snippet of how you used this command in your notebook?

[bissigb]

Hi GAGANsinghmsitece
her is a screenshot. move the cursor to the upper limit until code+ text+ appears, then click code+ and enter the code. done.

Greetings from Switzerland
Bruno

[shiertier]

I edited the commands as follows:-

%pip install torch==1.13.1+cu117 torchvision=0.14.1+cu117 torchtext=0.14.1 torchaudio=0.13.1 torchdata=0.5.1 --extra-index-url https ://download.pytorch.org/whl/cu117`
!COMMANDLINE_ARGS="--share --disable-safe-unpickle --no-half-vae --xformers --reinstall-xformers --enable-insecure-extension-access" REQS_FILE="requirements.txt" python launch.py

Still I'm encountering same error

@GAGANsinghmsitece
The input of the website address is incorrect, which causes you to not install the requested content.

[davidli006]

!pip install numpy --pre torch torchvision torchaudio --force-reinstall --index-url https://download.pytorch.org/whl/nightly/cu118

[nekwo]

yup you can indeed just run this after getting that error on a separate code block and it will start without having to rerun, thanks!

%pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 torchtext==0.14.1 torchaudio==0.13.1 torchdata==0.5.1 --extra-index-url https://download.pytorch.org/whl/cu117

!COMMANDLINE_ARGS="--disable-safe-unpickle --no-half-vae --xformers --reinstall-xformers --enable-insecure-extension- --gradio-queue --share" REQS_FILE="requirements.txt" python launch.py