顯示卡：（一個例項僅能用一張卡）
頂配：rtx 6000 ada 48g，a100 40g，a100 80g ，a100 96g，a800 80g，h100，h200
高階：rtx4090 24g，rtx4090D 24g，rtx a6000 48g，rtx a5000 24g，rtx 5000 ada 32g
魔改：rtx2080ti 22g，rtx3080 20g
價效比：rtx4060ti 16g，rtx2060 12g，rtx3060 12g，rtx3090 24g，rtx titan 24g
其它硬體及系統環境
記憶體32g以上，固態300g以上，rtx之後8G以上顯示卡
ubuntu2204+命令列+N卡+conda
檢查cuda
#ll /sys/bus/pci/devices/
#sudo apt install nvidia-driver-530
nvcc -V
dpkg -l |grep cudnn
watch -n 0.5 nvidia-smi
https://stablediffusionweb.com
https://github.com/Stability-AI/stablediffusion
https://github.com/AUTOMATIC1111/stable-diffusion-webui
sudo apt install bc libgoogle-perftools-dev
ldconfig -p | grep tcmalloc
sudo vim /etc/profile
export LD_PRELOAD=/lib/x86_64-linux-gnu/libtcmalloc.so
source /etc/profile
sudo apt install libgl1 libgl1-mesa-glx libgl1-mesa-dev
ldconfig -p | grep libGL.so.1
安裝 Stable Diffusion web UI
git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
cd stable-diffusion-webui
搭建python虛擬環境
conda update conda
conda config --add channels conda-forge
conda config --add channels defaults
conda info
python -m pip install --upgrade pip
conda create -n sd python=3.10.6
conda activate sd
pip install -r requirements_versions.txt
pip install -r requirements.txt
cd models/Stable-diffusion/
wget https://hf-mirror.com/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors
mkdir openai && cd openai
#https://huggingface.co/openai/clip-vit-large-patch14
git clone https://hf-mirror.com/openai/clip-vit-large-patch14.git
vim webui.sh
can_run_as_root=1
vim module/paths_internal.py
commandline_args = os.environ.get('COMMANDLINE_ARGS', "--xformers --share --gradio-auth tuser:pwd")
低4G --medvram --opt-split-attention
低8G --lowvram --opt-split-attention
--listen
webui.sh
git clone https://github.com/VinsonLaro/stable-diffusion-webui-chinese
ll stable-diffusion-webui-chinese/localizations/
cp ll stable-diffusion-webui-chinese/localizations/* localizations
Settings->User interface->Localization(requires restart) 選擇Chinese-ALL 或者 Chinese-English
Apply setting Reload UI
------------------------------------------------------------
臨時使用清華映象
pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple --trusted-host pypi.tuna.tsinghua.edu.cn
更改預設庫包下載地址為清華映象
pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple
# 環境出錯時
python3 -m venv venv
# git提示https沒法訪問
git config --global https.sslVerify false
------------------------------------------------------------
更新 sd-webui-controlnet，將 controlnet 外掛升級至最新版本，即
cd extensions/sd-webui-controlnet
git remote -v
# https://ghproxy.com/ 代理已經失效，需要重新設定
git remote set-url origin https://github.com/Mikubill/sd-webui-controlnet.git
git pull origin main
更新 a1111-sd-webui-tagcomplete 外掛：
cd workspace/stable_diffusion_webui/extensions/a1111-sd-webui-tagcomplete
git remote -v
# https://ghproxy.com/ 代理已經失效，需要重新設定
# git remote set-url origin https://github.com/DominikDoom/a1111-sd-webui-tagcomplete.git
git remote set-url origin git@github.com:DominikDoom/a1111-sd-webui-tagcomplete.git
git pull origin main
提示資訊，不需考慮，參考 GitHub - Issues:
"Tag Autocomplete: Could not locate model-keyword extension, Lora trigger word completion will be limited to those added through the extra networks menu."
標籤自動完成：無法定位模型關鍵字擴充套件，Lora 觸發詞補全，將僅限於透過額外網路選單新增的內容。
更新 sd-webui-roop 外掛：
cd workspace/stable_diffusion_webui/extensions/sd-webui-roop
git remote -v
# https://ghproxy.com/ 代理已經失效，需要重新設定
git remote set-url origin git@github.com:s0md3v/sd-webui-roop.git
git pull origin main
Warning 資訊，修復參考 Deprecation Warning，替換檔案 faceswap.py:
workspace/stable_diffusion_webui/extensions/sd-webui-roop/scripts/faceswap.py:38: GradioDeprecationWarning: Usage of gradio.inputs is deprecated, and will not be supported in the future, please import your component from gradio.components
img = gr.inputs.Image(type="pil")
workspace/stable_diffusion_webui/modules/gradio_extensons.py:25: GradioDeprecationWarning: `optional` parameter is deprecated, and it has no effect
res = original_IOComponent_init(self, *args, **kwargs)
workspace/stable_diffusion_webui/extensions/sd-webui-roop/scripts/faceswap.py:55: GradioDeprecationWarning: Usage of gradio.inputs is deprecated, and will not be supported in the future, please import your component from gradio.components
upscaler_name = gr.inputs.Dropdown(
workspace/stable_diffusion_webui/extensions/sd-webui-roop/scripts/faceswap.py:74: GradioDeprecationWarning: Usage of gradio.inputs is deprecated, and will not be supported in the future, please import your component from gradio.components
model = gr.inputs.Dropdown(
更新 sdweb-easy-prompt-selector 外掛：
cd workspace/stable_diffusion_webui/extensions
git clone git@github.com:blue-pen5805/sdweb-easy-prompt-selector.git
Warning 資訊，參考 emove style() method：
workspace/stable_diffusion_webui/extensions/sdweb-easy-prompt-selector/scripts/easy_prompt_selector.py:97: GradioDeprecationWarning: The `style` method is deprecated. Please set these arguments in the constructor instead.
reload_button.style(size='sm')
重新啟動 sd-webui 工程：
top
nohup python -u launch.py --listen --port 9301 --xformers --no-half-vae --enable-insecure-extension-access --theme dark --gradio-queue > nohup.62.out &
tail -f nohup.62.out
=========================================
nohup python -u launch.py --listen --port 9301 --xformers --no-half-vae --enable-insecure-extension-access --theme dark --gradio-queue > nohup.62.out &
tail -f nohup.62.out