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Save geerlingguy/ff3c3cbcf4416be2c0c1e0f836a8183d to your computer and use it in GitHub Desktop.
| # Note: This will only work on Navi21 GPUs (6800/6900+). | |
| # See: https://github.com/RadeonOpenCompute/ROCm/issues/1668#issuecomment-1043994570 | |
| # Install Conda (latest from https://docs.conda.io/en/latest/miniconda.html#linux-installers) | |
| wget https://repo.anaconda.com/miniconda/Miniconda3-py39_4.12.0-Linux-x86_64.sh | |
| bash Miniconda3-py39_4.12.0-Linux-x86_64.sh | |
| # follow the prompts to install it, and run `conda` to make sure it's working. | |
| # Install git and curl, and clone the stable-diffusion repo | |
| sudo apt install -y git curl | |
| cd Downloads | |
| git clone https://github.com/CompVis/stable-diffusion.git | |
| # Install dependencies and activate environment | |
| cd stable-diffusion | |
| conda env create -f environment.yaml | |
| conda activate ldm | |
| # Download Stable Diffusion weights | |
| curl https://www.googleapis.com/storage/v1/b/aai-blog-files/o/sd-v1-4.ckpt?alt=media > sd-v1-4.ckpt | |
| # Symlink the weights into place | |
| mkdir -p models/ldm/stable-diffusion-v1/ | |
| ln -s -r sd-v1-4.ckpt models/ldm/stable-diffusion-v1/model.ckpt | |
| # Install AMD ROCm support | |
| wget https://repo.radeon.com/amdgpu-install/22.10/ubuntu/focal/amdgpu-install_22.10.50100-1_all.deb | |
| sudo apt-get install ./amdgpu-install_22.10.50100-1_all.deb | |
| sudo amdgpu-install --usecase=dkms,graphics,rocm,lrt,hip,hiplibsdk | |
| # make sure you see your GPU by running rocm-smi | |
| # Make AMD GPU work with ROCm | |
| cd stable-diffusion/ | |
| conda remove cudatoolkit -y | |
| pip3 uninstall torch torchvision -y | |
| # Install PyTorch ROCm | |
| pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/rocm5.1.0 | |
| pip3 install transformers==4.19.2 scann kornia==0.6.4 torchmetrics==0.6.0 | |
| # Generate an image | |
| python scripts/txt2img.py --prompt "a photograph of an astronaut riding a horse" --plms |
Hello, there,
is there a way to use an GUI for the creation as well.Or does this workaround only work in the commandline.
perhaps macOS compatible script can help https://github.com/dylancl/stable-diffusion-webui-mps/blob/master/setup_mac.sh
I found them very similar about installing miniconda and PyTorch , but I don't have enough time to test this.
Hi @clasen, were you able to make it work with a 6700 XT? I've 32gb of RAM, so might give it a try.
Based @kcnqwe tip to HSA_OVERRIDE_GFX_VERSION=10.3.0 in front of python scripts/txt2img.py
Could this override have some risk of ruining the GPU?
Hi, thanks for this. When I run the final python code to generate the image I get the following errors...
Traceback (most recent call last):
File "scripts/txt2img.py", line 344, in <module>
main()
File "scripts/txt2img.py", line 240, in main
model = load_model_from_config(config, f"{opt.ckpt}")
File "scripts/txt2img.py", line 50, in load_model_from_config
pl_sd = torch.load(ckpt, map_location="cpu")
File "/home/renrut/miniconda3/envs/ldm/lib/python3.8/site-packages/torch/serialization.py", line 713, in load
return _legacy_load(opened_file, map_location, pickle_module, **pickle_load_args)
File "/home/renrut/miniconda3/envs/ldm/lib/python3.8/site-packages/torch/serialization.py", line 920, in _legacy_load
magic_number = pickle_module.load(f, **pickle_load_args)
_pickle.UnpicklingError: invalid load key, 'A'.
just wondered if you have any pointers on this?
Update
This was caused by the weights link not working, switching to curl https://f004.backblazeb2.com/file/aai-blog-files/sd-v1-4.ckpt > sd-v1-4.ckpt
fixes it
Please change the file extension from .txt to .sh. It's a shell script, and GitHub will add syntax highlighting based on the extension.
Hi there, thanks for this toutorial.
I have a RIG and I want to try execute stable difusion inside the rig (with x8 AMD 6700xt)
GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU%
0 29.0c 29.0W 1450Mhz 1074Mhz 77.65% manual 211.0W 0% 0% 1 30.0c 29.0W 1450Mhz 1074Mhz 77.65% manual 211.0W 0% 0% 2 31.0c 29.0W 1450Mhz 1074Mhz 77.65% manual 211.0W 0% 0% 3 28.0c 28.0W 1450Mhz 1074Mhz 77.65% manual 211.0W 0% 0% 4 31.0c 29.0W 1450Mhz 1074Mhz 77.65% manual 211.0W 0% 0% 5 28.0c 28.0W 1450Mhz 1074Mhz 77.65% manual 211.0W 0% 0% 6 31.0c 28.0W 1450Mhz 1074Mhz 77.65% manual 211.0W 0% 0% 7 30.0c 30.0W 1450Mhz 1074Mhz 77.65% manual 211.0W 0% 0%After follow your instructions, it show me an unexplain error that says "Killed"
(ldm) root@Adam:~/amd/stable-diffusion# python scripts/txt2img.py --prompt "a photograph of an astronaut riding a horse" --plms Global seed set to 42 Loading model from models/ldm/stable-diffusion-v1/model.ckpt Global Step: 470000 LatentDiffusion: Running in eps-prediction mode KilledI have 8GB of RAM.
thanks,
8GB of RAM? aahaahahaaa
Hello! I'm trying to install this, but I'm getting this error: