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Don't create a separate venv for the rocm/pytorch image. The point of the image is to have a standard environment that contains a pytorch version compatible with ROCm already. Also makes sure the mainline version of pytorch isn't used when installing it

Kevin Kuriakose 2023-05-06 16:00:01 +05:30
parent 7a840136fb
commit fa7759f646
1 changed files with 4 additions and 15 deletions
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19
Install-and-Run-on-AMD-GPUs.md

@ -78,12 +78,10 @@ Execute the following inside the container:
cd /dockerx cd /dockerx
git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui
cd stable-diffusion-webui cd stable-diffusion-webui
python -m venv venv
source venv/bin/activate
python -m pip install --upgrade pip wheel python -m pip install --upgrade pip wheel
# It's possible that you don't need "--precision full", dropping "--no-half" however crashes my drivers # It's possible that you don't need "--precision full", dropping "--no-half" however crashes my drivers
TORCH_COMMAND='pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/rocm5.1.1' REQS_FILE='requirements.txt' python launch.py --precision full --no-half REQS_FILE='requirements.txt' python launch.py --precision full --no-half
``` ```
Following runs will only require you to restart the container, attach to it again and execute the following inside the Following runs will only require you to restart the container, attach to it again and execute the following inside the
@ -94,10 +92,9 @@ container: Find the container name from this listing: `docker container ls --all
```bash ```bash
cd /dockerx/stable-diffusion-webui cd /dockerx/stable-diffusion-webui
# Optional: "git pull" to update the repository # Optional: "git pull" to update the repository
source venv/bin/activate
# It's possible that you don't need "--precision full", dropping "--no-half" however crashes my drivers # It's possible that you don't need "--precision full", dropping "--no-half" however crashes my drivers
TORCH_COMMAND='pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/rocm5.1.1' REQS_FILE='requirements.txt' python launch.py --precision full --no-half REQS_FILE='requirements.txt' python launch.py --precision full --no-half
``` ```
The `/dockerx` folder inside the container should be accessible in your home directory under the same name. The `/dockerx` folder inside the container should be accessible in your home directory under the same name.
@ -113,17 +110,9 @@ update-alternatives --install /usr/local/bin/python python /usr/bin/python3.9 1
echo 'PATH=/usr/local/bin:$PATH' >> ~/.bashrc echo 'PATH=/usr/local/bin:$PATH' >> ~/.bashrc
``` ```
Then restart the container and attach again. If you check `python --version` it should now say `Python 3.9.5` or newer. Run `source ~/.bashrc` and proceed by running the same commands as you would with an existing container.
Run `rm -rf /dockerx/stable-diffusion-webui/venv` inside the container and then follow the steps in "Running inside It's possible that you don't need "--precision full", dropping "--no-half" however it may not work for everyone. Certain cards like the Radeon RX 6000 Series and the RX 500 Series will function normally without the option `--precision full --no-half`, saving plenty of VRAM. (noted [here](https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/5468).)
Docker" again, skipping the `git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui` and using the modified
launch-command below instead:
```bash
TORCH_COMMAND='pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/rocm5.1.1' python launch.py --precision full --no-half
```
It's possible that you don't need "--precision full", dropping "--no-half" however it may not work for everyone.
Certain cards like the Radeon RX 6000 Series and the RX 500 Series will function normally without the option `--precision full --no-half`, saving plenty of vram. (noted [here](https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/5468).)
Always use this new launch-command from now on, also when restarting the web UI in following runs. Always use this new launch-command from now on, also when restarting the web UI in following runs.