Image build is optimized.

flask_ml_api/Dockerfile

 FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
+FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
 
-# Install necessary packages
 RUN apt-get update && apt-get install -y --no-install-recommends \
-build-essential python3-venv && \
-apt-get clean && \
-rm -rf /var/lib/apt/lists/*
-
-# Create virtual environment and install dependencies
-RUN python3 -m venv /opt/myenv && \
-/opt/myenv/bin/pip install --no-cache-dir Flask matplotlib scikit-learn transformers pandas sentence_transformers && \
-/opt/myenv/bin/pip install --no-cache-dir --upgrade setuptools wheel
+    build-essential python3-venv && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
 
+RUN python3 -m venv /opt/myenv
 ENV PATH="/opt/myenv/bin:$PATH"
 
 WORKDIR /app
 COPY . /app
 
-RUN sudo docker system prune -a -f --volumes
-RUN sudo docker container prune -f
-RUN sudo docker network prune -f
-RUN sudo docker image prune -a -f
-RUN sudo docker builder prune -f
-RUN sudo apt-get clean
-RUN sudo rm -rf /var/lib/apt/lists/*
-RUN sudo rm -rf /tmp/*
-RUN sudo journalctl --vacuum-time=1s
-RUN df -h
-RUN sudo docker builder prune -f
-
-# Setting permissions and cleaning
+RUN pip install --no-cache-dir Flask matplotlib scikit-learn transformers pandas sentence_transformers && \
+    pip install --no-cache-dir --upgrade setuptools wheel
+
+RUN rm -rf /root/.cache/pip
+
+# Настройка прав
 RUN chown -R www-data:www-data /app && chmod -R 755 /app
 
 EXPOSE 5000
 
-CMD ["/opt/myenv/bin/python", "/app/api.py"]
+CMD ["/opt/myenv/bin/python", "/app/api.py"]
\ No newline at end of file