Problem installing Stable Diffusion WebUI-Forge on Ubuntu 24.04 with RX 5700 XT (Error installing Torch with ROCm)

[DarkPhoenix331]

Hi, I'm trying to install Stable Diffusion WebUI-Forge on Ubuntu 24.04.02 with an RX 5700 XT, but I'm having a problem installing PyTorch with ROCm.

I followed these tutorials:
1️⃣ Installing PyTorch with ROCm → Video
2️⃣ Installing WebUI-Forge → Video

🔴 The problem
When running ./webui.sh, I get the following error when trying to install torch and torchvision:
Collecting torch==2.0.0.dev20230209+rocm5.2 ERROR: HTTP error 403 while getting https://download.pytorch.org/whl/nightly/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl ERROR: Could not install requirement torch==2.0.0.dev20230209+rocm5.2 RuntimeError: Couldn't install torch. Command: "/usr/bin/python3.10" -m pip install https://download.pytorch.org/whl/nightly/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl Error code: 1
ROCm seems to be working fine, but WebUI-Forge keeps crashing when installing Torch.

❓ Questions
1️⃣ Should I manually install Torch with a specific version of ROCm (e.g. 5.6)?
2️⃣ How can I modify the Forge installation to use the correct version of PyTorch?
3️⃣ Is there a way to prevent WebUI-Forge from trying to download an outdated version of Torch?

I appreciate any help. Thanks! 😊

[DarkPhoenix331]

By the way, I forgot to put that the entire output is this
`(venv) isa@isa-B560M-DS3H-V2:~/stable-diffusion-webui-forge$ ./webui.sh

################################################################
Install script for stable-diffusion + Web UI
Tested on Debian 11 (Bullseye), Fedora 34+ and openSUSE Leap 15.4 or newer.
################################################################

################################################################
Running on isa user
################################################################

################################################################
Repo already cloned, using it as install directory
################################################################

################################################################
python venv already activate or run without venv: /home/isa/venv
################################################################

################################################################
Launching launch.py...
################################################################
Python 3.10.16 (main, Dec 4 2024, 08:53:38) [GCC 13.2.0]
Version: f2.0.1v1.10.1-previous-659-gc055f2d4
Commit hash: c055f2d43b07cbfd87ac3da4899a6d7ee52ebab9
Installing torch and torchvision
Defaulting to user installation because normal site-packages is not writeable
Collecting torch==2.0.0.dev20230209+rocm5.2
ERROR: HTTP error 403 while getting https://download.pytorch.org/whl/nightly/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl
ERROR: Could not install requirement torch==2.0.0.dev20230209+rocm5.2 from https://download.pytorch.org/whl/nightly/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl because of HTTP error 403 Client Error: Forbidden for url: https://download.pytorch.org/whl/nightly/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl for URL https://download.pytorch.org/whl/nightly/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl
Traceback (most recent call last):
File "/home/isa/stable-diffusion-webui-forge/launch.py", line 54, in
main()
File "/home/isa/stable-diffusion-webui-forge/launch.py", line 42, in main
prepare_environment()
File "/home/isa/stable-diffusion-webui-forge/modules/launch_utils.py", line 428, in prepare_environment
run(f'"{python}" -m {torch_command}', "Installing torch and torchvision", "Couldn't install torch", live=True)
File "/home/isa/stable-diffusion-webui-forge/modules/launch_utils.py", line 125, in run
raise RuntimeError("\n".join(error_bits))
RuntimeError: Couldn't install torch.
Command: "/usr/bin/python3.10" -m pip install https://download.pytorch.org/whl/nightly/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl https://download.pytorch.org/whl/nightly/rocm5.2/torchvision-0.15.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl
Error code: 1`

[hapwizard]

There's a 403 error when downloading the nightly rocm pytorch stack. It's very annoying.

The fix is to open webui.sh in a text editor and find the line with
export TORCH_COMMAND="pip install https://download.pytorch.org/whl/nightly/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl https://download.pytorch.org/whl/nightly/rocm5.2/torchvision-0.15.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl"

and change it to

export TORCH_COMMAND="pip install https://download.pytorch.org/whl/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl https://download.pytorch.org/whl/rocm5.2/torchvision-0.15.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl"

Basically, if there is an instance of a URL in the torch command containg pytorch.org/whl/nightly/rocm... it needs to be changed to pytorch.org/whl/rocm...

run ./webui.sh again and everything should download and install fine. I have been having issues running forge through stability matrix on my RX7800, so YMMV. Try doing a clean install of the webui-forge repo without Stability Matrix with the fixed webui.sh script to if Stability Matrix is still giving you issues.

[DarkPhoenix331]

Hi, how are you? I used your code but it still hasn't worked for me, right now I'm not using matrix, just stable diffusion forge and I downloaded it from https://github.com/lllyasviel/stable-diffusion-webui-forge right now the error I get is

(venv) isa@isa-B560M-DS3H-V2:~/stable-diffusion-webui-forge$ ./webui.sh

#######################################################################
Install script for stable-diffusion + Web UI
Tested on Debian 11 (Bullseye), Fedora 34+ and openSUSE Leap 15.4 or newer.
#################################################################

#################################################################
Running on isa user
#################################################################

#################################################################
Repo already cloned, using it as install directory
#################################################################

#################################################################
python venv already activate or run without venv: /home/isa/stable-diffusion-webui-forge/venv
#################################################################

#################################################################
Launching launch.py...
#################################################################
Python 3.10.16 (main, Dec 4 2024, 08:53:38) [GCC 13.2.0]
Version: f2.0.1v1.10.1-previous-659-gc055f2d4
Commit hash: c055f2d43b07cbfd87ac3da4899a6d7ee52ebab9
Installing torch and torchvision
Collecting torch==2.0.0.dev20230209+rocm5.2
 ERROR: HTTP error 403 while getting https://download.pytorch.org/whl/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl
ERROR: Could not install requirement torch==2.0.0.dev20230209+rocm5.2 from https://download.pytorch.org/whl/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl because of HTTP error 403 Client Error: Forbidden for url: https://download.pytorch.org/whl/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl for URL https://download.pytorch.org/whl/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl
Traceback (most recent call last):
 File "/home/isa/stable-diffusion-webui-forge/launch.py", line 54, in <module>
 main()
 File "/home/isa/stable-diffusion-webui-forge/launch.py", line 42, in main
 prepare_environment()
 File "/home/isa/stable-diffusion-webui-forge/modules/launch_utils.py", line 428, in prepare_environment
 run(f'"{python}" -m {torch_command}', "Installing torch and torchvision", "Couldn't install torch", live=True)
 File "/home/isa/stable-diffusion-webui-forge/modules/launch_utils.py", line 125, in run
 raise RuntimeError("\n".join(error_bits))
RuntimeError: Couldn't install torch.
Command: "/home/isa/stable-diffusion-webui-forge/venv/bin/python3.10" -m pip install https://download.pytorch.org/whl/rocm5.2/torch-2.0.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl https://download.pytorch.org/whl/rocm5.2/torchvision-0.15.0.dev20230209%2Brocm5.2-cp310-cp310-linux_x86_64.whl
Error code: 1

By the way, do you think a solution would be to download everything cleanly? I don't mind because I was planning to reset Ubuntu 24.04.02 anyway since trying to install several IAS filled up my memory a bit, I might as well install Matrix + Forge in a cleaner way

I forgot, I really appreciate your help, it gives me a little hope that I might be able to get it done since I started trying to get this working 23 days ago and I still haven't had any results (my post on reddit as proof https://www.reddit.com/r/StableDiffusion/comments/1im3pgm/stabble_diffusion_doesnt_recognize_my_gpu_help_me/)