dockerfile with cuda and premissions

Dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.9
+FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-devel
 
 WORKDIR /code
 
@@ -6,6 +6,18 @@ COPY ./requirements.txt /code/requirements.txt
 
 RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
-COPY . .
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
+# Switch to the "user" user
+USER user
+# Set home to the user's home directory
+ENV HOME=/home/user \
+	PATH=/home/user/.local/bin:$PATH
+
+# Set the working directory to the user's home directory
+WORKDIR $HOME/app
+
+# Copy the current directory contents into the container at $HOME/app setting the owner to the user
+COPY --chown=user . $HOME/app
 
 CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]