diff --git a/cope2n-api/Dockerfile b/cope2n-api/Dockerfile
index 20eeeb2..4900aab 100755
--- a/cope2n-api/Dockerfile
+++ b/cope2n-api/Dockerfile
@@ -1,62 +1,35 @@
-FROM python:3.10.10-buster  AS builder
-ARG UID=1000
-ARG GID=1000
-ARG USERNAME=container-user
-RUN groupadd --gid ${GID} ${USERNAME} \
-    && useradd --uid ${UID} --gid ${GID} -m ${USERNAME} \
-    && apt-get update \
-    && apt-get install -y sudo bash gettext poppler-utils \
-    && echo ${USERNAME} ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/${USERNAME} \
-    && chmod 0440 /etc/sudoers.d/${USERNAME}
-RUN apt-get update && apt-get install ffmpeg libsm6 libxext6 wget  -y
+FROM python:3.10.10-buster
+RUN apt-get update \
+    && apt-get install -y bash gettext poppler-utils ffmpeg libsm6 libxext6 wget
+
 RUN yes | apt install postgresql gcc musl-dev
 RUN pip install --upgrade pip
 RUN pip install uvicorn gunicorn Celery
 
 # For intergration with sdskvu
-RUN pip install pip install torch==1.13.1+cu116 torchvision==0.14.1+cu116 torchaudio==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu116
+COPY torch-1.13.1+cu116-cp310-cp310-linux_x86_64.whl .
+RUN pip install torch-1.13.1+cu116-cp310-cp310-linux_x86_64.whl --no-cache-dir
 RUN pip install -U openmim==0.3.7 --no-cache-dir
 RUN mim install mmcv-full==1.7.2
-# RUN pip install fastdeploy-gpu-python==1.0.7 -f https://www.paddlepaddle.org.cn/whl/fastdeploy.html --no-cache-dir
-RUN wget https://bj.bcebos.com/fastdeploy/release/wheels/fastdeploy_python-1.0.7-cp310-cp310-manylinux1_x86_64.whl \
-    && pip install fastdeploy_python-1.0.7-cp310-cp310-manylinux1_x86_64.whl --no-cache-dir \
-    && rm fastdeploy_python-1.0.7-cp310-cp310-manylinux1_x86_64.whl
+COPY fastdeploy_gpu_python-1.0.7-cp310-cp310-manylinux1_x86_64.whl .
+RUN pip install fastdeploy_python-1.0.7-cp310-cp310-manylinux1_x86_64.whl --no-cache-dir
 # End intergration with sdskvu
 
-USER ${UID}
-ADD --chown=${UID}:${GID} fwd /app
-COPY --chown=${UID}:${GID} requirements.txt /app
+COPY requirements.txt /app
+RUN pip install -r /app/requirements.txt --no-cache-dir
 
-WORKDIR /app
-RUN pip install -r requirements.txt --no-cache-dir
-
-COPY --chown=${UID}:${GID} . /app
-
-RUN cd /app/fwd_api/utils/sdsvkvu/sdsvkvu/externals/sdsvocr/sdsvocr/externals/sdsv_dewarp && pip3 install -v -e . --no-cache-dir
-RUN cd /app/fwd_api/utils/sdsvkvu/sdsvkvu/externals/sdsvocr/sdsvocr/externals/sdsvtd && pip3 install -v -e . --no-cache-dir
-RUN cd /app/fwd_api/utils/sdsvkvu/sdsvkvu/externals/sdsvocr/sdsvocr/externals/sdsvtr && pip3 install -v -e . --no-cache-dir
-RUN cd /app/fwd_api/utils/sdsvkvu && pip3 install -v -e . --no-cache-dir
+COPY fwd_api/utils/sdsvkvu ./sdsvkvu
+RUN cd sdsvkvu/sdsvkvu/externals/sdsvocr/sdsvocr/externals/sdsv_dewarp && pip3 install -v -e . --no-cache-dir
+RUN cd sdsvkvu/sdsvkvu/externals/sdsvocr/sdsvocr/externals/sdsvtd && pip3 install -v -e . --no-cache-dir
+RUN cd sdsvkvu/sdsvkvu/externals/sdsvocr/sdsvocr/externals/sdsvtr && pip3 install -v -e . --no-cache-dir
+RUN cd sdsvkvu && pip3 install -v -e . --no-cache-dir
 
 # For intergration with sdskvu
-# RUN python -m pip install paddlepaddle-gpu==2.4.2.post116 -f https://www.paddlepaddle.org.cn/whl/linux/mkl/avx/stable.html --no-cache-dir
-RUN wget https://paddle-wheel.bj.bcebos.com/2.4.2/linux/linux-gpu-cuda11.6-cudnn8.4.0-mkl-gcc8.2-avx/paddlepaddle_gpu-2.4.2.post116-cp310-cp310-linux_x86_64.whl \
-    && pip install paddlepaddle_gpu-2.4.2.post116-cp310-cp310-linux_x86_64.whl --no-cache-dir \
-    && rm paddlepaddle_gpu-2.4.2.post116-cp310-cp310-linux_x86_64.whl
-
+COPY paddlepaddle_gpu-2.4.2.post116-cp310-cp310-linux_x86_64.whl .
+RUN pip install /app/paddlepaddle_gpu-2.4.2.post116-cp310-cp310-linux_x86_64.whl --no-cache-dir
 
+WORKDIR /app
+COPY --chown=${UID}:${GID} . /app
 ENV TZ="Asia/Ho_Chi_Minh"
 
-
-# FROM cope2n-api-base  AS builder
-# ARG UID=1000
-# ARG GID=1000
-# ARG USERNAME=container-user
-
-# # Create a new user
-# RUN groupadd --gid ${GID} ${USERNAME} \
-#     && useradd --uid ${UID} --gid ${GID} -m ${USERNAME} \
-#     && echo ${USERNAME} ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/${USERNAME} \
-#     && chmod 0440 /etc/sudoers.d/${USERNAME}
-
-# WORKDIR /app
-# COPY --chown=${UID}:${GID} . /app
+CMD ["bash"]
\ No newline at end of file