update cuda and requirements

Dockerfile

-FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04 as base
+FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04 as base
 
 RUN apt update \
   && apt-key adv --fetch-keys \
@@ -8,7 +8,7 @@ RUN apt update \
 RUN useradd -ms /bin/bash sd
 USER sd
 
-RUN pip install --no-cache-dir torch==2.0.1 torchvision==0.15.2 --extra-index-url https://download.pytorch.org/whl/cu118
+RUN pip install --no-cache-dir torch==2.1.2 torchvision==0.16.2 --extra-index-url https://download.pytorch.org/whl/cu121
 
 RUN mkdir /home/sd/stable-diffusion-webui
 WORKDIR /home/sd/stable-diffusion-webui
@@ -49,7 +49,7 @@ RUN mkdir repositories && \
   pip install --no-cache-dir \
 
     # install requirements of Stable Diffusion
-    transformers==4.19.2 diffusers invisible-watermark triton \
+    transformers==4.30.2 diffusers invisible-watermark triton \
 
     # install k-diffusion
     git+https://github.com/crowsonkb/k-diffusion.git \

requirements.txt

-GitPython
-Pillow
-accelerate
-
-blendmodes
-clean-fid
-diskcache
-einops
-facexlib
-fastapi>=0.90.1
+GitPython==3.1.32
+Pillow==9.5.0
+accelerate==0.21.0
+blendmodes==2022
+clean-fid==0.1.35
+diskcache==5.6.3
+einops==0.4.1
+facexlib==0.3.0
+fastapi==0.94.0
 pydantic==1.10.8
 gfpgan
 gradio==3.41.2
-inflection
-jsonmerge
-kornia
-lark
-numpy
-omegaconf
-open-clip-torch
-
-piexif
+inflection==0.5.1
+jsonmerge==1.8.0
+kornia==0.6.7
+lark==1.1.2
+numpy==1.26.2
+omegaconf==2.2.3
+open-clip-torch==2.20.0
+piexif==1.1.3
 protobuf==3.20.0
-psutil
+psutil==5.9.5
 pytorch_lightning==1.9.4
 realesrgan
 requests
-resize-right
-
-safetensors
-scikit-image>=0.19
-tomesd
+resize-right==0.0.2
+safetensors==0.4.2
+scikit-image==0.21.0
+tomesd==0.1.3
 torch
-torchdiffeq
-torchsde
+torchdiffeq==0.2.3
+torchsde==0.2.6
 transformers==4.30.2
 pillow-avif-plugin==1.4.3
+
+# 额外补充（在 versions 里有，但原 requirements.txt 里没有）
+httpcore==0.15
+spandrel==0.3.4
+spandrel-extra-arches==0.1.1
+httpx==0.24.1