diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index 6c880988eceeb..89ebb64dabbd9 100644
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -3400,20 +3400,7 @@ function run_setup(){
     SYSTEM=`uname -s`
     if [ "$SYSTEM" == "Darwin" ]; then
         echo "Using python abi: $1"
-        if [ "$1" == "cp37-cp37m" ]; then
-            if [ -d "/Library/Frameworks/Python.framework/Versions/3.7" ]; then
-                export LD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.7/lib/
-                export DYLD_LIBRARY_PATH=${DYLD_LIBRARY_PATH}:/Library/Frameworks/Python.framework/Versions/3.7/lib/
-                export PATH=/Library/Frameworks/Python.framework/Versions/3.7/bin/:${PATH}
-                #after changing "PYTHON_LIBRARY:FILEPATH" to "PYTHON_LIBRARY" ,we can use export
-                export PYTHON_EXECUTABLE=/Library/Frameworks/Python.framework/Versions/3.7/bin/python3
-                export PYTHON_INCLUDE_DIR=/Library/Frameworks/Python.framework/Versions/3.7/include/python3.7m/
-                export PYTHON_LIBRARY=/Library/Frameworks/Python.framework/Versions/3.7/lib/libpython3.7m.dylib
-                pip3.7 install --user -r ${PADDLE_ROOT}/python/requirements.txt
-            else
-                exit 1
-            fi
-        elif [ "$1" == "cp38-cp38" ]; then
+        if [ "$1" == "cp38-cp38" ]; then
             if [ -d "/Library/Frameworks/Python.framework/Versions/3.8" ]; then
                 export LD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.8/lib/
                 export DYLD_LIBRARY_PATH=${DYLD_LIBRARY_PATH}:/Library/Frameworks/Python.framework/Versions/3.8/lib/
@@ -3465,19 +3452,24 @@ function run_setup(){
             else
                 exit 1
             fi
+        elif [ "$1" == "cp312-cp312" ]; then
+            if [ -d "/Library/Frameworks/Python.framework/Versions/3.12" ]; then
+                export LD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.12/lib/
+                export DYLD_LIBRARY_PATH=${DYLD_LIBRARY_PATH}:/Library/Frameworks/Python.framework/Versions/3.12/lib/
+                export PATH=/Library/Frameworks/Python.framework/Versions/3.12/bin/:${PATH}
+                #after changing "PYTHON_LIBRARY:FILEPATH" to "PYTHON_LIBRARY" ,we can use export
+                export PYTHON_EXECUTABLE=/Library/Frameworks/Python.framework/Versions/3.12/bin/python3
+                export PYTHON_INCLUDE_DIR=/Library/Frameworks/Python.framework/Versions/3.12/include/python3.12/
+                export PYTHON_LIBRARY=/Library/Frameworks/Python.framework/Versions/3.12/lib/libpython3.12.dylib
+                pip3.12 install --user -r ${PADDLE_ROOT}/python/requirements.txt
+            else
+                exit 1
+            fi
         fi
     else
         if [ "$1" != "" ]; then
             echo "using python abi: $1"
-            if [ "$1" == "cp37-cp37m" ]; then
-                export LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH}
-                export PATH=/opt/_internal/cpython-3.7.0/bin/:${PATH}
-                #after changing "PYTHON_LIBRARY:FILEPATH" to "PYTHON_LIBRARY" ,we can use export
-                export PYTHON_EXECUTABLE=/opt/_internal/cpython-3.7.0/bin/python3.7
-                export PYTHON_INCLUDE_DIR=/opt/_internal/cpython-3.7.0/include/python3.7m
-                export PYTHON_LIBRARIES=/opt/_internal/cpython-3.7.0/lib/libpython3.so
-                pip3.7 install -r ${PADDLE_ROOT}/python/requirements.txt
-            elif [ "$1" == "cp38-cp38" ]; then
+            if [ "$1" == "cp38-cp38" ]; then
                 export LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH}
                 export PATH=/opt/_internal/cpython-3.8.0/bin/:${PATH}
                 #after changing "PYTHON_LIBRARY:FILEPATH" to "PYTHON_LIBRARY" ,we can use export
@@ -3509,14 +3501,14 @@ function run_setup(){
                 export PYTHON_INCLUDE_DIR=/opt/_internal/cpython-3.11.0/include/python3.11
                 export PYTHON_LIBRARIES=/opt/_internal/cpython-3.11.0/lib/libpython3.so
                 pip3.11 install -r ${PADDLE_ROOT}/python/requirements.txt
-           elif [ "$1" == "conda-python3.7" ]; then
-                export LD_LIBRARY_PATH=/opt/conda/lib/:${LD_LIBRARY_PATH}
-                export PATH=/opt/conda/bin/:${PATH}
+            elif [ "$1" == "cp312-cp312" ]; then
+                export LD_LIBRARY_PATH=/opt/_internal/cpython-3.12.0/lib/:${LD_LIBRARY_PATH}
+                export PATH=/opt/_internal/cpython-3.12.0/bin/:${PATH}
                 #after changing "PYTHON_LIBRARY:FILEPATH" to "PYTHON_LIBRARY" ,we can use export
-                export DPYTHON_EXECUTABLE=/opt/conda/bin/python
-                export PYTHON_INCLUDE_DIR=/opt/conda/include/python3.7m
-                export PYTHON_LIBRARIES=/opt/conda/lib/libpython3.so
-                /opt/conda/bin/pip install -r ${PADDLE_ROOT}/python/requirements.txt
+                export PYTHON_EXECUTABLE=/opt/_internal/cpython-3.12.0/bin/python3.12
+                export PYTHON_INCLUDE_DIR=/opt/_internal/cpython-3.12.0/include/python3.12
+                export PYTHON_LIBRARIES=/opt/_internal/cpython-3.12.0/lib/libpython3.so
+                pip3.12 install -r ${PADDLE_ROOT}/python/requirements.txt
            fi
         else
             pip install -r ${PADDLE_ROOT}/python/requirements.txt
diff --git a/python/unittest_py/requirements.txt b/python/unittest_py/requirements.txt
index b7866aa46109d..15cf679177709 100644
--- a/python/unittest_py/requirements.txt
+++ b/python/unittest_py/requirements.txt
@@ -13,9 +13,9 @@ prettytable
 distro
 numpy>=1.20
 autograd==1.4
-librosa==0.8.1
+librosa==0.8.1 ; python_version<"3.12"
 parameterized
-wandb>=0.13
+wandb>=0.13 ; python_version<"3.12"
 xlsxwriter==3.0.9
 xdoctest==1.1.1
 ubelt==1.3.3 # just for xdoctest
diff --git a/setup.py b/setup.py
index 221e0a0770e06..4f61bb9727b7a 100644
--- a/setup.py
+++ b/setup.py
@@ -24,7 +24,6 @@
 import sys
 import time
 from contextlib import contextmanager
-from distutils.spawn import find_executable
 from subprocess import CalledProcessError
 
 from setuptools import Command, Extension, setup
@@ -58,7 +57,7 @@
             )
 
 # check cmake
-CMAKE = find_executable('cmake3') or find_executable('cmake')
+CMAKE = shutil.which('cmake3') or shutil.which('cmake')
 assert (
     CMAKE
 ), 'The "cmake" executable is not found. Please check if Cmake is installed.'
diff --git a/tools/dockerfile/Dockerfile.centos b/tools/dockerfile/Dockerfile.centos
index 63f8128014d35..c9ae968c920c5 100644
--- a/tools/dockerfile/Dockerfile.centos
+++ b/tools/dockerfile/Dockerfile.centos
@@ -13,10 +13,10 @@ ENV PATH /opt/rh/devtoolset-2/root/usr/bin:$PATH
 ENV LD_LIBRARY_PATH /usr/local/ssl/lib:/opt/rh/devtoolset-2/root/usr/lib64:/opt/rh/devtoolset-2/root/usr/lib:/usr/local/lib64:/usr/local/lib:${LD_LIBRARY_PATH}
 ENV PKG_CONFIG_PATH=/usr/local/lib/pkgconfig
 
-RUN yum install -y bzip2 gettext-devel sqlite-devel zlib-devel openssl-devel pcre-devel vim tk-devel tkinter libtool xz graphviz wget curl-devel
+RUN yum install -y bzip2 gettext-devel sqlite-devel zlib-devel openssl-devel pcre-devel vim tk-devel tkinter libtool xz graphviz wget curl-devel patch
 COPY build_scripts /build_scripts
 RUN bash build_scripts/build.sh
-RUN bash build_scripts/install_nccl2.sh 
+#RUN bash build_scripts/install_nccl2.sh 
 RUN bash build_scripts/install_trt.sh 
 RUN rm -rf build_scripts
 RUN ln -s /usr/local/ssl/include/openssl /usr/include
@@ -53,19 +53,22 @@ RUN wget https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/python/re
 RUN LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.8.0/bin/pip3 install setuptools -U && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.9.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.9.0/bin/pip3 install setuptools -U && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.10.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.10.0/bin/pip3 install setuptools -U && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.11.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.11.0/bin/pip3 install setuptools -U
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.11.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.11.0/bin/pip3 install setuptools -U && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.12.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.12.0/bin/pip3 install setuptools -U
 
 RUN LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.8.0/bin/pip3 install -r /root/requirements.txt && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.9.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.9.0/bin/pip3 install -r /root/requirements.txt && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.10.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.10.0/bin/pip3 install -r /root/requirements.txt && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.11.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.11.0/bin/pip3 install -r /root/requirements.txt && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.12.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.12.0/bin/pip3 install -r /root/requirements.txt && \
     go get github.com/Masterminds/glide && \
     rm -rf /root/requirements.txt
 
 RUN LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.8.0/bin/pip3 install pre-commit 'ipython==5.3.0' && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.9.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.9.0/bin/pip3 install pre-commit 'ipython==5.3.0' && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.10.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.10.0/bin/pip3 install pre-commit 'ipython==5.3.0' && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.11.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.11.0/bin/pip3 install pre-commit 'ipython==5.3.0'
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.11.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.11.0/bin/pip3 install pre-commit 'ipython==5.3.0' && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.12.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.12.0/bin/pip3 install pre-commit 'ipython==5.3.0'
 
 RUN wget -O /opt/swig-2.0.12.tar.gz --no-check-certificate https://sourceforge.net/projects/swig/files/swig/swig-2.0.12/swig-2.0.12.tar.gz/download && \
     cd /opt && tar xzf swig-2.0.12.tar.gz && cd /opt/swig-2.0.12 && ./configure && make && make install && cd /opt && rm swig-2.0.12.tar.gz
diff --git a/tools/dockerfile/Dockerfile.ubuntu20 b/tools/dockerfile/Dockerfile.ubuntu20
index 3fbbaf8f707af..bfeb761f62fcd 100644
--- a/tools/dockerfile/Dockerfile.ubuntu20
+++ b/tools/dockerfile/Dockerfile.ubuntu20
@@ -24,7 +24,8 @@ RUN rm /etc/apt/sources.list.d/*
 RUN apt-key adv --fetch-keys https://developer.download.nvidia.cn/compute/cuda/repos/ubuntu2004/x86_64/3bf863cc.pub
 
 RUN apt-get update --allow-unauthenticated && \
-  apt-get install -y software-properties-common && add-apt-repository ppa:deadsnakes/ppa && \
+  apt-get install -y software-properties-common && \
+  add-apt-repository ppa:deadsnakes/ppa && \
   apt-get update && \
   apt-get install -y curl wget vim git unzip unrar tar xz-utils libssl-dev bzip2 gzip \ 
     coreutils ntp language-pack-zh-hans libsm6 libxext6 libxrender-dev libgl1-mesa-glx \
@@ -47,7 +48,7 @@ RUN ln -s /usr/local/gcc-12.1/bin/gcc /usr/bin/gcc
 RUN ln -s /usr/local/gcc-12.1/bin/g++ /usr/bin/g++ 
 ENV PATH=/usr/local/gcc-12.1/bin:$PATH 
 
-Run bash /build_scripts/install_cudnn.sh cudnn841
+RUN bash /build_scripts/install_cudnn.sh cudnn841
 ENV CUDNN_VERSION=8.4.1
 #RUN bash /build_scripts/install_nccl2.sh
 RUN rm -rf /build_script
@@ -58,37 +59,40 @@ RUN wget -q https://cmake.org/files/v3.18/cmake-3.18.0-Linux-x86_64.tar.gz && ta
 ENV PATH=/home/cmake-3.18.0-Linux-x86_64/bin:$PATH
 
 RUN apt-get update && \
-  apt-get install -y python3.7 python3.7-dev python3.7-distutils\
-  python3.8 python3.8-dev python3.8-distutils \
+  apt-get install -y python3.8 python3.8-dev python3.8-distutils \
   python3.9 python3.9-dev python3.9-distutils \
   python3.10 python3.10-dev python3.10-distutils \
-  python3.11 python3.11-dev python3.11-distutils && \
+  python3.11 python3.11-dev python3.11-distutils \
+  python3.12 python3.12-dev python3.12-distutils && \
   apt-get install python-is-python3 && \
   rm /usr/bin/python && ln -s /usr/bin/python3.9 /usr/bin/python && \
   rm /usr/bin/python3 && ln -s /usr/bin/python3.9 /usr/bin/python3
 
 WORKDIR /home
-RUN wget https://files.pythonhosted.org/packages/a7/e0/30642b9c2df516506d40b563b0cbd080c49c6b3f11a70b4c7a670f13a78b/setuptools-50.3.2.zip && apt-get -y install unzip && unzip setuptools-50.3.2.zip
+RUN wget https://files.pythonhosted.org/packages/a7/e0/30642b9c2df516506d40b563b0cbd080c49c6b3f11a70b4c7a670f13a78b/setuptools-50.3.2.zip && unzip setuptools-50.3.2.zip
 WORKDIR /home/setuptools-50.3.2
 RUN python3.9 setup.py build && python3.9 setup.py install && \
-  python3.8 setup.py build && python3.8 setup.py install && \
-  python3.7 setup.py build && python3.7 setup.py install && \
-  python3.10 setup.py build && python3.10 setup.py install && \
-  python3.11 setup.py build && python3.11 setup.py install
+  python3.8 setup.py build && python3.8 setup.py install
 
 WORKDIR /home
-RUN wget https://files.pythonhosted.org/packages/28/af/2c76c8aa46ccdf7578b83d97a11a2d1858794d4be4a1610ade0d30182e8b/pip-20.0.1.tar.gz && tar -zxvf pip-20.0.1.tar.gz
-WORKDIR pip-20.0.1
+RUN wget https://files.pythonhosted.org/packages/ef/cc/93f7213b2ab5ed383f98ce8020e632ef256b406b8569606c3f160ed8e1c9/setuptools-68.2.2.tar.gz && tar xf setuptools-68.2.2.tar.gz
+WORKDIR /home/setuptools-68.2.2
+RUN python3.10 setup.py build && python3.10 setup.py install && \
+  python3.11 setup.py build && python3.11 setup.py install && \
+  python3.12 setup.py build && python3.12 setup.py install
 
+WORKDIR /home
+RUN wget https://files.pythonhosted.org/packages/1f/7f/4da15e07ccd11c84c1ccc8f6e24288d5e76c99441bf80e315b33542db951/pip-23.3.1.tar.gz && tar -zxf pip-23.3.1.tar.gz
+WORKDIR pip-23.3.1
 RUN python3.9 setup.py install && \
-  python3.8 setup.py install && \
-  python3.7 setup.py install && \
+  python3.8 setup.py install  && \
   python3.10 setup.py install && \
-  python3.11 setup.py install
+  python3.11 setup.py install && \
+  python3.12 setup.py install
 
 WORKDIR /home
-RUN rm setuptools-50.3.2.zip pip-20.0.1.tar.gz && \
-    rm -r setuptools-50.3.2 pip-20.0.1
+RUN rm setuptools-50.3.2.zip setuptools-68.2.2.tar.gz pip-23.3.1.tar.gz && \
+    rm -r setuptools-50.3.2 setuptools-68.2.2 pip-23.3.1
 
 # remove them when apt-get support 2.27 and higher version
 RUN wget -q https://ftp.gnu.org/gnu/binutils/binutils-2.33.1.tar.gz && \ 
@@ -115,56 +119,49 @@ RUN git config --global credential.helper store
 RUN localedef -i en_US -f UTF-8 en_US.UTF-8
 
 #For pre-commit
-RUN python3.7 -m pip --no-cache-dir install --upgrade pip && \
-    python3.8 -m pip --no-cache-dir install --upgrade pip && \
-    python3.9 -m pip --no-cache-dir install --upgrade pip && \
-    python3.10 -m pip --no-cache-dir install --upgrade pip && \
-    python3.11 -m pip --no-cache-dir install --upgrade pip
-
 RUN rm -f /usr/local/bin/pip && ln -s /usr/local/bin/pip3.9 /usr/local/bin/pip && \
     rm -f /usr/local/bin/pip3 && ln -s /usr/local/bin/pip3.9 /usr/local/bin/pip3
 
-RUN pip3.7 --no-cache-dir install ipython==5.3.0 && \
-    pip3.7 --no-cache-dir install ipykernel==4.6.0 wheel && \
-    pip3.8 --no-cache-dir install ipython==5.3.0 && \
+RUN pip3.8 --no-cache-dir install ipython==5.3.0 && \
     pip3.8 --no-cache-dir install ipykernel==4.6.0 wheel && \
     pip3.9 --no-cache-dir install ipython==5.3.0 && \
     pip3.9 --no-cache-dir install ipykernel==4.6.0 wheel && \
     pip3.10 --no-cache-dir install ipython==5.3.0 && \
     pip3.10 --no-cache-dir install ipykernel==4.6.0 wheel && \
     pip3.11 --no-cache-dir install ipython==5.3.0 && \
-    pip3.11 --no-cache-dir install ipykernel==4.6.0 wheel
+    pip3.11 --no-cache-dir install ipykernel==4.6.0 wheel && \
+    pip3.12 --no-cache-dir install ipython==5.3.0 && \
+    pip3.12 --no-cache-dir install ipykernel==4.6.0 wheel
 
 #For docstring checker
-RUN pip3.7 --no-cache-dir install pytest astroid isort && \
-    pip3.8 --no-cache-dir install pytest astroid isort && \
+RUN pip3.8 --no-cache-dir install pytest astroid isort && \
     pip3.9 --no-cache-dir install pytest astroid isort && \
     pip3.10 --no-cache-dir install pytest astroid isort && \
-    pip3.11 --no-cache-dir install pytest astroid isort
+    pip3.11 --no-cache-dir install pytest astroid isort && \
+    pip3.12 --no-cache-dir install pytest astroid isort
 
-RUN pip3.7 --no-cache-dir install pre-commit==2.17.0 pylint==2.12.0 && \
-    pip3.8 --no-cache-dir install pre-commit==2.17.0 pylint==2.12.0 && \
+RUN pip3.8 --no-cache-dir install pre-commit==2.17.0 pylint==2.12.0 && \
     pip3.9 --no-cache-dir install pre-commit==2.17.0 pylint==2.12.0 && \
     pip3.10 --no-cache-dir install pre-commit==2.17.0 pylint==2.12.0 && \
-    pip3.7 --no-cache-dir install cpplint==1.6.0 clang-format==13.0.0 && \
     pip3.8 --no-cache-dir install cpplint==1.6.0 clang-format==13.0.0 && \
     pip3.9 --no-cache-dir install cpplint==1.6.0 clang-format==13.0.0 && \
     pip3.10 --no-cache-dir install cpplint==1.6.0 clang-format==13.0.0 && \
-    pip3.11 --no-cache-dir install cpplint==1.6.0 clang-format==13.0.0
+    pip3.11 --no-cache-dir install cpplint==1.6.0 clang-format==13.0.0 && \
+    pip3.12 --no-cache-dir install cpplint==1.6.0 clang-format==13.0.0
 
 COPY ./python/requirements.txt /root/
 COPY ./python/unittest_py/requirements.txt /home/
 
-RUN pip3.7 --no-cache-dir install -r /root/requirements.txt && \
-    pip3.7 --no-cache-dir install -r /home/requirements.txt && \
-    pip3.8 --no-cache-dir install -r /root/requirements.txt && \
+RUN pip3.8 --no-cache-dir install -r /root/requirements.txt && \
     pip3.8 --no-cache-dir install -r /home/requirements.txt && \
     pip3.9 --no-cache-dir install -r /root/requirements.txt && \
     pip3.9 --no-cache-dir install -r /home/requirements.txt && \
     pip3.10 --no-cache-dir install -r /root/requirements.txt && \
     pip3.10 --no-cache-dir install -r /home/requirements.txt && \
     pip3.11 --no-cache-dir install -r /root/requirements.txt && \
-    pip3.11 --no-cache-dir install -r /home/requirements.txt
+    pip3.11 --no-cache-dir install -r /home/requirements.txt && \
+    pip3.12 --no-cache-dir install -r /root/requirements.txt && \
+    pip3.12 --no-cache-dir install -r /home/requirements.txt
 
 
 # ccache 4.2.0
diff --git a/tools/dockerfile/build_scripts/build.sh b/tools/dockerfile/build_scripts/build.sh
index 680f9c710cc39..cb17a76a1dd05 100644
--- a/tools/dockerfile/build_scripts/build.sh
+++ b/tools/dockerfile/build_scripts/build.sh
@@ -24,7 +24,7 @@ set -ex
 # remove others to expedite build and reduce docker image size. The original
 # manylinux docker image project builds many python versions.
 # NOTE We added back 3.5.1, since auditwheel requires python 3.3+
-CPYTHON_VERSIONS="3.11.0 3.10.0 3.9.0 3.8.0"
+CPYTHON_VERSIONS="3.12.0 3.11.0 3.10.0 3.9.0 3.8.0"
 
 # openssl version to build, with expected sha256 hash of .tar.gz
 # archive
@@ -82,6 +82,7 @@ PY38_BIN=/opt/python/cp38-cp38/bin
 PY39_BIN=/opt/python/cp39-cp39/bin
 PY310_BIN=/opt/python/cp310-cp310/bin
 PY311_BIN=/opt/python/cp311-cp311/bin
+PY312_BIN=/opt/python/cp312-cp312/bin
 # NOTE Since our custom manylinux image builds pythons with shared
 # libpython, we need to add libpython's dir to LD_LIBRARY_PATH before running
 # python.
diff --git a/tools/dockerfile/build_scripts/build_utils.sh b/tools/dockerfile/build_scripts/build_utils.sh
index 7f86f2ca863b7..10088cd2c5b02 100755
--- a/tools/dockerfile/build_scripts/build_utils.sh
+++ b/tools/dockerfile/build_scripts/build_utils.sh
@@ -83,9 +83,6 @@ function do_cpython_build {
     rm -rf Python-$py_ver
     # Some python's install as bin/python3. Make them available as
     # bin/python.
-    if [ -e ${prefix}/bin/python3.7 ]; then
-        ln -s python3.7 ${prefix}/bin/python
-    fi
     if [ -e ${prefix}/bin/python3.8 ]; then
         ln -s python3.8 ${prefix}/bin/python
     fi
@@ -98,16 +95,20 @@ function do_cpython_build {
     if [ -e ${prefix}/bin/python3.11 ]; then
         ln -s python3.11 ${prefix}/bin/python
     fi
+    if [ -e ${prefix}/bin/python3.12 ]; then
+        ln -s python3.12 ${prefix}/bin/python
+    fi
     # NOTE Make libpython shared library visible to python calls below
-    if [ -e ${prefix}/bin/python3.10 ] || [ -e ${prefix}/bin/python3.11 ]; then
+    if [ -e ${prefix}/bin/python3.10 ] || [ -e ${prefix}/bin/python3.11 ] || [ -e ${prefix}/bin/python3.12 ]; then
         LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/python -m pip config set global.trusted-host mirrors.aliyun.com
         LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/python -m pip config set global.index-url http://mirrors.aliyun.com/pypi/simple/
     fi
     LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/python get-pip.py
-    LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/pip install wheel==0.32.2
+    LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/pip install wheel==0.40.0
     cd /
     ls ${MY_DIR}
-    local abi_tag=$(LD_LIBRARY_PATH="${prefix}/lib" ${prefix}/bin/python ${MY_DIR}/python-tag-abi-tag.py)
+    abi_version=$(LD_LIBRARY_PATH="${prefix}/lib" ${prefix}/bin/python -V|awk '{print $2}'|awk -F '.' '{print $1$2}')
+    local abi_tag=$(echo cp$abi_version-cp$abi_version)
     ln -s ${prefix} /opt/python/${abi_tag}
 }
 
diff --git a/tools/dockerfile/build_scripts/install_cudnn.sh b/tools/dockerfile/build_scripts/install_cudnn.sh
index 0ee6d1e160e81..e0922a1435413 100644
--- a/tools/dockerfile/build_scripts/install_cudnn.sh
+++ b/tools/dockerfile/build_scripts/install_cudnn.sh
@@ -45,6 +45,14 @@ elif [[ "$1" == "cudnn821" && "$VERSION" == "11.2" ]]; then
   cp -r lib64 /usr && cd ../ && \
   rm -f cudnn-11.3-linux-x64-v8.2.1.32.tgz && \
   rm -rf cuda
+elif [[ "$1" == "cudnn841" && "$VERSION" == "11.6" ]]; then
+  wget -q https://paddle-ci.gz.bcebos.com/cudnn/cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive.tar.xz --no-check-certificate
+  tar xJvf cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive.tar.xz && \
+  cd cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive && \
+  cp -r include /usr && \
+  cp -r lib /usr && cd ../ && \
+  rm -f cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive.tar.xz && \
+  rm -rf cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive
 elif [[ "$1" == "cudnn841" && "$VERSION" == "11.7" ]]; then
   wget -q https://paddle-ci.gz.bcebos.com/cudnn/cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive.tar.xz --no-check-certificate
   tar xJvf cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive.tar.xz && \
@@ -53,12 +61,20 @@ elif [[ "$1" == "cudnn841" && "$VERSION" == "11.7" ]]; then
   cp -r lib /usr && cd ../ && \
   rm -f cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive.tar.xz && \
   rm -rf cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive
+elif [[ "$1" == "cudnn860" && "$VERSION" == "11.8" ]]; then
+  wget -q https://paddle-ci.gz.bcebos.com/cudnn/cudnn-linux-x86_64-8.6.0.163_cuda11-archive.tar.xz --no-check-certificate
+  tar xJvf cudnn-linux-x86_64-8.6.0.163_cuda11-archive.tar.xz
+  cd cudnn-linux-x86_64-8.6.0.163_cuda11-archive
+  cp -r include /usr
+  cp -r lib /usr && cd ../
+  rm -f cudnn-linux-x86_64-8.6.0.163_cuda11-archive.tar.xz
+  rm -rf cudnn-linux-x86_64-8.6.0.163_cuda11-archive
 elif [[ "$1" == "cudnn891" && "$VERSION" == "12.0" ]]; then
   wget  https://paddle-ci.gz.bcebos.com/cudnn/cudnn-linux-x86_64-8.9.1.23_cuda12-archive.tar.xz --no-check-certificate
-  tar xJvf cudnn-linux-x86_64-8.9.1.23_cuda12-archive.tar.xz && \
-  cd cudnn-linux-x86_64-8.9.1.23_cuda12-archive && \
-  cp -r include /usr && \
-  cp -r lib /usr && cd ../ && \
-  rm -f cudnn-linux-x86_64-8.9.1.23_cuda12-archive.tar.xz && \
+  tar xJvf cudnn-linux-x86_64-8.9.1.23_cuda12-archive.tar.xz
+  cd cudnn-linux-x86_64-8.9.1.23_cuda12-archive
+  cp -r include /usr
+  cp -r lib /usr && cd ../
+  rm -f cudnn-linux-x86_64-8.9.1.23_cuda12-archive.tar.xz
   rm -rf cudnn-linux-x86_64-8.9.1.23_cuda12-archive
 fi
diff --git a/tools/dockerfile/build_scripts/install_gcc.sh b/tools/dockerfile/build_scripts/install_gcc.sh
index abee06a42dded..4451e2783bb6b 100644
--- a/tools/dockerfile/build_scripts/install_gcc.sh
+++ b/tools/dockerfile/build_scripts/install_gcc.sh
@@ -31,7 +31,7 @@ fi
 
 if [ "$1" == "gcc82" ]; then
   wget -q --no-proxy https://paddle-ci.gz.bcebos.com/gcc-8.2.0.tar.xz 
-  tar -xvf gcc-8.2.0.tar.xz && \
+  tar -xf gcc-8.2.0.tar.xz && \
   cd gcc-8.2.0 && \
   wget -q --no-proxy https://paddle-ci.gz.bcebos.com/sanitizer_platform_limits_posix.cc.patch
   wget -q --no-proxy https://paddle-ci.gz.bcebos.com/sanitizer_platform_limits_posix.h.patch
@@ -43,6 +43,12 @@ if [ "$1" == "gcc82" ]; then
   ../gcc-8.2.0/configure --prefix=/usr/local/gcc-8.2 --enable-threads=posix --disable-checking --disable-multilib && \
   make -j8 && make install
   cd .. && rm -rf temp_gcc82 gcc-8.2.0 gcc-8.2.0.tar.xz
+  if [ -f "/etc/redhat-release" ];then
+    cp ${lib_so_6} ${lib_so_6}.bak  && rm -f ${lib_so_6} && 
+    ln -s /usr/local/gcc-8.2/lib64/libgfortran.so.5 ${lib_so_5} && \
+    ln -s /usr/local/gcc-8.2/lib64/libstdc++.so.6 ${lib_so_6} && \
+    cp /usr/local/gcc-8.2/lib64/libstdc++.so.6.0.25 ${lib_path}
+  fi
 elif [ "$1" == "gcc122" ]; then
   wget -q --no-proxy https://paddle-ci.gz.bcebos.com/gcc-12.2.0.tar.gz
   tar -xzf gcc-12.2.0.tar.gz && \
diff --git a/tools/dockerfile/build_scripts/install_nccl2.sh b/tools/dockerfile/build_scripts/install_nccl2.sh
index 97c4875a2a4b9..2680910834023 100644
--- a/tools/dockerfile/build_scripts/install_nccl2.sh
+++ b/tools/dockerfile/build_scripts/install_nccl2.sh
@@ -23,9 +23,9 @@ elif [ "$VERSION" == "10.2" ] || [ "$VERSION" == "10.1" ] || [ "$VERSION" == "11
     wget --no-check-certificate -q https://nccl2-deb.cdn.bcebos.com/libnccl-2.10.3-1+cuda11.4.x86_64.rpm
     wget --no-check-certificate -q https://nccl2-deb.cdn.bcebos.com/libnccl-devel-2.10.3-1+cuda11.4.x86_64.rpm
     wget --no-check-certificate -q https://nccl2-deb.cdn.bcebos.com/libnccl-static-2.10.3-1+cuda11.4.x86_64.rpm
-    rpm -Fivh libnccl-2.10.3-1+cuda11.4.x86_64.rpm
-    rpm -Fivh libnccl-devel-2.10.3-1+cuda11.4.x86_64.rpm
-    rpm -Fivh libnccl-static-2.10.3-1+cuda11.4.x86_64.rpm && rm -f libnccl-*
+    rpm -ivh libnccl-2.10.3-1+cuda11.4.x86_64.rpm
+    rpm -ivh libnccl-devel-2.10.3-1+cuda11.4.x86_64.rpm
+    rpm -ivh libnccl-static-2.10.3-1+cuda11.4.x86_64.rpm && rm -f libnccl-*
     exit 0
   fi
   DEB="nccl-repo-ubuntu1804-2.10.3-cuda11.4_1.0-1_amd64.deb"
diff --git a/tools/dockerfile/build_scripts/install_trt.sh b/tools/dockerfile/build_scripts/install_trt.sh
index 3cf305ea63d44..0fdadc8be8d70 100644
--- a/tools/dockerfile/build_scripts/install_trt.sh
+++ b/tools/dockerfile/build_scripts/install_trt.sh
@@ -31,21 +31,31 @@ if [[ "$1" == "trt8034" && "$VERSION" == "11.2" ]];then
   tar -zxf TensorRT-8.0.3.4.Linux.x86_64-gnu.cuda-11.3.cudnn8.2.tar.gz -C /usr/local
   cp -rf /usr/local/TensorRT-8.0.3.4/include/* /usr/include/ && cp -rf /usr/local/TensorRT-8.0.3.4/lib/* /usr/lib/
   rm TensorRT-8.0.3.4.Linux.x86_64-gnu.cuda-11.3.cudnn8.2.tar.gz  
+elif [[ "$1" == "trt8424" ]];then
+   wget https://paddle-qa.bj.bcebos.com/nvidia/trt/TensorRT-8.4.2.4.tgz --no-check-certificate
+   tar -zxf TensorRT-8.4.2.4.tgz -C /usr/local
+   cp -rf /usr/local/TensorRT-8.4.2.4/include/* /usr/include/ && cp -rf /usr/local/TensorRT-8.4.2.4/lib/* /usr/lib/
+   rm -f TensorRT-8.4.2.4.tgz
+elif [[ "$1" == "trt8616" ]];then
+  wget -q --no-proxy https://paddle-ci.gz.bcebos.com/TRT/TensorRT-8.6.1.6.Linux.x86_64-gnu.cuda-12.0.tar.gz --no-check-certificate
+  tar -zxf TensorRT-8.6.1.6.Linux.x86_64-gnu.cuda-12.0.tar.gz -C /usr/local
+  cp -rf /usr/local/TensorRT-8.6.1.6/include/* /usr/include/ && cp -rf /usr/local/TensorRT-8.6.1.6/lib/* /usr/lib/
+  rm -f TensorRT-8.6.1.6.Linux.x86_64-gnu.cuda-12.0.tar.gz
 elif [[ "$1" == "trt8406" ]];then
-   wget -q --no-proxy https://paddle-ci.gz.bcebos.com/TRT/TensorRT-8.4.0.6.Linux.x86_64-gnu.cuda-11.6.cudnn8.3.tar.gz --no-check-certificate
-   tar -zxf TensorRT-8.4.0.6.Linux.x86_64-gnu.cuda-11.6.cudnn8.3.tar.gz -C /usr/local
-   cp -rf /usr/local/TensorRT-8.4.0.6/include/* /usr/include/ && cp -rf /usr/local/TensorRT-8.4.0.6/lib/* /usr/lib/
-   rm -f TensorRT-8.4.0.6.Linux.x86_64-gnu.cuda-11.6.cudnn8.3.tar.gz
+  wget -q --no-proxy https://paddle-ci.gz.bcebos.com/TRT/TensorRT-8.4.0.6.Linux.x86_64-gnu.cuda-11.6.cudnn8.3.tar.gz --no-check-certificate
+  tar -zxf TensorRT-8.4.0.6.Linux.x86_64-gnu.cuda-11.6.cudnn8.3.tar.gz -C /usr/local
+  cp -rf /usr/local/TensorRT-8.4.0.6/include/* /usr/include/ && cp -rf /usr/local/TensorRT-8.4.0.6/lib/* /usr/lib/
+  rm -f TensorRT-8.4.0.6.Linux.x86_64-gnu.cuda-11.6.cudnn8.3.tar.gz
 elif [[ "$1" == "trt8431" ]];then
-   wget -q https://paddle-ci.gz.bcebos.com/TRT/TensorRT-8.4.3.1.Linux.x86_64-gnu.cuda-11.6.cudnn8.4.tar.gz --no-check-certificate --no-proxy
-   tar -zxf TensorRT-8.4.3.1.Linux.x86_64-gnu.cuda-11.6.cudnn8.4.tar.gz -C /usr/local
-   cp -rf /usr/local/TensorRT-8.4.3.1/include/* /usr/include/ && cp -rf /usr/local/TensorRT-8.4.3.1/lib/* /usr/lib/
-   rm -f TensorRT-8.4.3.1.Linux.x86_64-gnu.cuda-11.6.cudnn8.4.tar.gz
+  wget -q https://paddle-ci.gz.bcebos.com/TRT/TensorRT-8.4.3.1.Linux.x86_64-gnu.cuda-11.6.cudnn8.4.tar.gz --no-check-certificate --no-proxy
+  tar -zxf TensorRT-8.4.3.1.Linux.x86_64-gnu.cuda-11.6.cudnn8.4.tar.gz -C /usr/local
+  cp -rf /usr/local/TensorRT-8.4.3.1/include/* /usr/include/ && cp -rf /usr/local/TensorRT-8.4.3.1/lib/* /usr/lib/
+  rm -f TensorRT-8.4.3.1.Linux.x86_64-gnu.cuda-11.6.cudnn8.4.tar.gz
 elif [[ "$1" == "trt8531" ]];then
-   wget -q https://paddle-ci.gz.bcebos.com/TRT/TensorRT-8.5.3.1.Linux.x86_64-gnu.cuda-11.8.cudnn8.6.tar.gz --no-check-certificate --no-proxy
-   tar -zxf TensorRT-8.5.3.1.Linux.x86_64-gnu.cuda-11.8.cudnn8.6.tar.gz -C /usr/local
-   cp -rf /usr/local/TensorRT-8.5.3.1/include/* /usr/include/ && cp -rf /usr/local/TensorRT-8.5.3.1/lib/* /usr/lib/
-   rm -f TensorRT-8.5.3.1.Linux.x86_64-gnu.cuda-11.8.cudnn8.6.tar.gz
+  wget -q https://paddle-ci.gz.bcebos.com/TRT/TensorRT-8.5.3.1.Linux.x86_64-gnu.cuda-11.8.cudnn8.6.tar.gz --no-check-certificate --no-proxy
+  tar -zxf TensorRT-8.5.3.1.Linux.x86_64-gnu.cuda-11.8.cudnn8.6.tar.gz -C /usr/local
+  cp -rf /usr/local/TensorRT-8.5.3.1/include/* /usr/include/ && cp -rf /usr/local/TensorRT-8.5.3.1/lib/* /usr/lib/
+  rm -f TensorRT-8.5.3.1.Linux.x86_64-gnu.cuda-11.8.cudnn8.6.tar.gz
 elif [[ "$VERSION" == "11.2" ]];then
   wget -q --no-proxy https://paddle-ci.gz.bcebos.com/TRT/TensorRT7-cuda11.1-cudnn8.1.tar.gz --no-check-certificate
   tar -zxf TensorRT7-cuda11.1-cudnn8.1.tar.gz -C /usr/local
diff --git a/tools/dockerfile/build_scripts/python-tag-abi-tag.py b/tools/dockerfile/build_scripts/python-tag-abi-tag.py
deleted file mode 100644
index 79f906c3e1076..0000000000000
--- a/tools/dockerfile/build_scripts/python-tag-abi-tag.py
+++ /dev/null
@@ -1,21 +0,0 @@
-#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Utility script to print the python tag + the abi tag for a Python
-# See PEP 425 for exactly what these are, but an example would be:
-#   cp27-cp27mu
-
-from wheel.pep425tags import get_abbr_impl, get_abi_tag, get_impl_ver
-
-print(f"{get_abbr_impl()}{get_impl_ver()}-{get_abi_tag()}")
diff --git a/tools/dockerfile/centos7_manylinux.sh b/tools/dockerfile/centos7_manylinux.sh
index 4beb8b3a592ad..2474cbf2c2779 100755
--- a/tools/dockerfile/centos7_manylinux.sh
+++ b/tools/dockerfile/centos7_manylinux.sh
@@ -18,184 +18,58 @@ set -xe
 
 REPO="${REPO:-paddledocker}"
 
-function make_cuda9cudnn7(){
-  sed 's/<baseimg>/9.0-cudnn7-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc54 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp 
-
-}
-
-
-function make_cuda10cudnn7() {
-  sed 's/<baseimg>/10.0-cudnn7-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc54 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp 
-
-}
-
-
-function make_cuda101cudnn7() {
-  sed 's/<baseimg>/10.1-cudnn7-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc54 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp 
-}
-
-function make_cuda102cudnn7() {
-  sed 's/<baseimg>/10.2-cudnn7-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda102cudnn7gcc54() {
-  sed 's/<baseimg>/10.2-cudnn7-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc54 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda102cudnn8() {
-  sed 's/<baseimg>/10.2-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda102cudnn81gcc54 {
-  sed 's/<baseimg>/10.2-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc54 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \nRun yum remove -y libcudnn8-devel.x86_64 libcudnn8.x86_64 \nRun bash build_scripts/install_cudnn.sh cudnn811 \nENV CUDNN_VERSION=8.1.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda102cudnn81gcc82 {
-  sed 's/<baseimg>/10.2-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRun yum remove -y libcudnn8-devel.x86_64 libcudnn8.x86_64 \nRun bash build_scripts/install_cudnn.sh cudnn811 \nENV CUDNN_VERSION=8.1.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda11cudnn8() {
-  sed 's/<baseimg>/11.0-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda111cudnn81gcc54() {
-  sed 's/<baseimg>/11.1-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/install_nccl2.sh#\n#g" Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc54 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \nRun yum remove -y libcudnn8-devel.x86_64 libcudnn8.x86_64 \nRun bash build_scripts/install_cudnn.sh cudnn811 \nENV CUDNN_VERSION=8.1.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda111cudnn81gcc82() {
-  sed 's/<baseimg>/11.1-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/install_nccl2.sh#\n#g" Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRun yum remove -y libcudnn8-devel.x86_64 libcudnn8.x86_64 \nRun bash build_scripts/install_cudnn.sh cudnn811 \nENV CUDNN_VERSION=8.1.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda112cudnn8() {
-  sed 's/<baseimg>/11.2.1-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda112cudnn821trt8034gcc82() {
+function make_cuda112cudnn821trt8034() {
   sed 's/<baseimg>/11.2.2-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN yum remove -y libcudnn8-devel.x86_64 libcudnn8.x86_64 \nRun bash build_scripts/install_cudnn.sh cudnn821 \nENV CUDNN_VERSION=8.2.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-  sed -i "/install_trt.sh/d" Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_trt.sh trt8034 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
+  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN yum remove -y libcudnn8-devel.x86_64 libcudnn8.x86_64 \nRUN bash build_scripts/install_cudnn.sh cudnn821 \nENV CUDNN_VERSION=8.2.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
+  sed -i "s#build_scripts/install_trt.sh#build_scripts/install_trt.sh trt8034#g" Dockerfile.tmp
   sed -i '/CMD/iRUN ldconfig' Dockerfile.tmp
 }
 
-function make_cuda112cudnn821trt8034gcc54() {
-  sed 's/<baseimg>/11.2.2-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc54 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \nRUN yum remove -y libcudnn8-devel.x86_64 libcudnn8.x86_64 \nRun bash build_scripts/install_cudnn.sh cudnn821 \nENV CUDNN_VERSION=8.2.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-  sed -i "/install_trt.sh/d" Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_trt.sh trt8034 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-  sed -i '/CMD/iRUN ldconfig' Dockerfile.tmp
-}
-
-function make_cuda113cudnn8() {
-  sed 's/<baseimg>/11.3.1-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda114cudnn8() {
-  sed 's/<baseimg>/11.4.3-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-}
-
-function make_cuda115cudnn8() {
-  sed 's/<baseimg>/11.5.1-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
+function make_cuda116cudnn840trt8406() {
+  sed 's/<baseimg>/11.6.2-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
   sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
+  sed -i "s#build_scripts/install_trt.sh#build_scripts/install_trt.sh trt8406#g" Dockerfile.tmp
+  sed -i '/CMD/iRUN ldconfig' Dockerfile.tmp
 }
 
-function make_cuda116cudnn8() {
-  sed 's/<baseimg>/11.6.2-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
+function make_cuda117cudnn841trt8424() {
+  sed 's/<baseimg>/11.7.1-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
+  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/install_cudnn.sh cudnn841 \nENV CUDNN_VERSION=8.4.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
+  sed -i "s#build_scripts/install_trt.sh#build_scripts/install_trt.sh trt8424#g" Dockerfile.tmp
+  sed -i '/CMD/iRUN ldconfig' Dockerfile.tmp
 }
 
-function make_cuda116cudnn840trt8406gcc82() {
-  sed 's/<baseimg>/11.6.2-cudnn8-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
-  sed -i "/install_trt.sh/d" Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_trt.sh trt8406 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
+function make_cuda118cudnn860trt8531() {
+  sed 's/<baseimg>/11.8.0-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
+  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRUN bash build_scripts/install_cudnn.sh cudnn860 \nENV CUDNN_VERSION=8.6.0 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
+  sed -i "s#build_scripts/install_trt.sh#build_scripts/install_trt.sh trt8531#g" Dockerfile.tmp
   sed -i '/CMD/iRUN ldconfig' Dockerfile.tmp
 }
 
-function make_cuda117cudnn841() {
-  sed 's/<baseimg>/11.7.0-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc82 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \nRun bash build_scripts/install_cudnn.sh cudnn841 \nENV CUDNN_VERSION=8.4.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
+function make_cuda120cudnn891trt8616() {
+  sed 's/<baseimg>/12.0.1-devel-centos7/g' Dockerfile.centos >Dockerfile.tmp
+  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc122 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-12.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-12.2/bin:\$PATH \nRUN bash build_scripts/install_cudnn.sh cudnn891 \nENV CUDNN_VERSION=8.9.1 \nRUN bash build_scripts/build.sh#g" Dockerfile.tmp
+  sed -i "s#build_scripts/install_trt.sh#build_scripts/install_trt.sh trt8616#g" Dockerfile.tmp
   sed -i '/CMD/iRUN ldconfig' Dockerfile.tmp
 }
 
 function main() {
   local CMD=$1 
   case $CMD in
-    cuda9cudnn7)
-      make_cuda9cudnn7
-      ;;
-    cuda10cudnn7)
-      make_cuda10cudnn7
-      ;;
-    cuda101cudnn7)
-      make_cuda101cudnn7
-      ;;
-    cuda102cudnn7)
-      make_cuda102cudnn7
-      ;;
-    cuda102cudnn7gcc54)
-      make_cuda102cudnn7gcc54
-      ;;
-    cuda102cudnn8)
-      make_cuda102cudnn8
-      ;;
-    cuda102cudnn811gcc54)
-      make_cuda102cudnn81gcc54
-      ;;
-    cuda102cudnn811gcc82)
-      make_cuda102cudnn81gcc82
-      ;;
-    cuda11cudnn8)
-      make_cuda11cudnn8
-     ;;
-    cuda111cudnn81gcc54)
-      make_cuda111cudnn81gcc54
-      ;;
-    cuda111cudnn81gcc82)
-      make_cuda111cudnn81gcc82
-      ;;
-    cuda112cudnn8)
-      make_cuda112cudnn8
-     ;;
-    cuda112cudnn821trt8034gcc82)
-      make_cuda112cudnn821trt8034gcc82
-     ;; 
-    cuda112cudnn821trt8034gcc54)
-      make_cuda112cudnn821trt8034gcc54
+    cuda112cudnn821trt8034)
+      make_cuda112cudnn821trt8034
      ;; 
-    cuda113cudnn8)
-      make_cuda113cudnn8
-     ;;
-    cuda114cudnn8)
-      make_cuda114cudnn8
-     ;;
-    cuda115cudnn8)
-      make_cuda115cudnn8
+    cuda116cudnn840trt8406)
+      make_cuda116cudnn840trt8406
      ;;
-    cuda116cudnn8)
-      make_cuda116cudnn8
+    cuda117cudnn841trt8424)
+      make_cuda117cudnn841trt8424
      ;;
-    cuda116cudnn840trt8406gcc82)
-      make_cuda116cudnn840trt8406gcc82
+    cuda118cudnn860trt8531)
+      make_cuda118cudnn860trt8531
      ;;
-    cuda117cudnn841)
-      make_cuda117cudnn841
+    cuda120cudnn891trt8616)
+      make_cuda120cudnn891trt8616
      ;;
     *)
       echo "Make dockerfile error, Without this paramet."
diff --git a/tools/dockerfile/ci_dockerfile.sh b/tools/dockerfile/ci_dockerfile.sh
index b9487be10022e..c3a588c537992 100644
--- a/tools/dockerfile/ci_dockerfile.sh
+++ b/tools/dockerfile/ci_dockerfile.sh
@@ -36,7 +36,7 @@ function make_ubuntu_trt7_dockerfile(){
     cd git-2.17.1 \&\& \
     ./configure --with-openssl --with-curl --prefix=/usr/local \&\& \
     make -j8 \&\& make install " ${dockerfile_name}
-  sed -i "${dockerfile_line}i RUN pip install wheel \&\& pip3 install PyGithub wheel \&\& pip3.7 install PyGithub distro \&\& pip3.8 install PyGithub distro" ${dockerfile_name}
+  sed -i "${dockerfile_line}i RUN pip install wheel \&\& pip3 install PyGithub wheel \&\& pip3.8 install PyGithub distro" ${dockerfile_name}
   sed -i "s#<install_gcc>#WORKDIR /usr/bin \\
     COPY tools/dockerfile/build_scripts /build_scripts \\
     RUN bash /build_scripts/install_gcc.sh gcc82 \&\& rm -rf /build_scripts \\
@@ -116,7 +116,7 @@ function make_unbuntu20_cu12_dockerfile(){
     cd git-2.17.1 \&\& \
     ./configure --with-openssl --with-curl --prefix=/usr/local \&\& \
     make -j8 \&\& make install " ${dockerfile_name}
-  sed -i "${dockerfile_line}i RUN pip install wheel \&\& pip3 install PyGithub wheel distro \&\& pip3.7 install PyGithub \&\& pip3.8 install distro" ${dockerfile_name}
+  sed -i "${dockerfile_line}i RUN pip install wheel \&\& pip3 install PyGithub wheel distro \&\& pip3.8 install distro" ${dockerfile_name}
   sed -i 's# && rm /etc/apt/sources.list.d/nvidia-ml.list##g' ${dockerfile_name}
   sed -i 's#Run bash /build_scripts/install_cudnn.sh cudnn841#RUN bash /build_scripts/install_cudnn.sh cudnn891#g' ${dockerfile_name}
 }
@@ -135,7 +135,7 @@ function make_ubuntu20_cu112_dockerfile(){
     cd git-2.17.1 \&\& \
     ./configure --with-openssl --with-curl --prefix=/usr/local \&\& \
     make -j8 \&\& make install " ${dockerfile_name}
-  sed -i "${dockerfile_line}i RUN pip install wheel \&\& pip3 install PyGithub wheel \&\& pip3.7 install PyGithub distro \&\& pip3.8 install PyGithub distro" ${dockerfile_name}
+  sed -i "${dockerfile_line}i RUN pip install wheel \&\& pip3 install PyGithub wheel \&\& pip3.8 install PyGithub distro" ${dockerfile_name}
   sed -i 's#<install_cpu_package>##g' ${dockerfile_name}
   sed -i "s#<install_gcc>#WORKDIR /usr/bin \\
     ENV PATH=/usr/local/gcc-8.2/bin:\$PATH #g" ${dockerfile_name}
diff --git a/tools/dockerfile/ubuntu20_dev.sh b/tools/dockerfile/ubuntu20_dev.sh
new file mode 100755
index 0000000000000..85c46a1416e22
--- /dev/null
+++ b/tools/dockerfile/ubuntu20_dev.sh
@@ -0,0 +1,84 @@
+#!/bin/bash
+
+# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+# 
+#     http://www.apache.org/licenses/LICENSE-2.0
+# 
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+function base_image(){
+  if [[ ${ref_CUDA_MAJOR} == "11.2" ]];then
+    dockerfile_name="Dockerfile-112"
+    sed "s#<baseimg>#nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04#g" ./Dockerfile.ubuntu20 >${dockerfile_name}
+    sed -i "s#<setcuda>#ENV LD_LIBRARY_PATH=/usr/local/cuda-11.2/targets/x86_64-linux/lib:\$LD_LIBRARY_PATH #g" ${dockerfile_name}
+    sed -i 's#<install_cpu_package>##g' ${dockerfile_name}
+    sed -i "s#<install_gcc>#WORKDIR /usr/bin ENV PATH=/usr/local/gcc-8.2/bin:\$PATH #g" ${dockerfile_name}
+    sed -i "s#gcc121#gcc82#g" ${dockerfile_name}
+    sed -i "s#gcc-12.1#gcc-8.2#g" ${dockerfile_name}
+    sed -i 's#RUN bash /build_scripts/install_trt.sh#RUN bash /build_scripts/install_trt.sh trt8034#g' ${dockerfile_name}
+    sed -i 's#cudnn841#cudnn821#g' ${dockerfile_name}
+    sed -i 's#CUDNN_VERSION=8.4.1#CUDNN_VERSION=8.2.1#g' ${dockerfile_name}
+  elif [[ ${ref_CUDA_MAJOR} == "11.6" ]];then
+    dockerfile_name="Dockerfile-116"
+    sed "s#<baseimg>#nvidia/cuda:11.6.2-cudnn8-devel-ubuntu20.04#g" ./Dockerfile.ubuntu20 >${dockerfile_name}
+    sed -i "s#<setcuda>#ENV LD_LIBRARY_PATH=/usr/local/cuda-11.7/targets/x86_64-linux/lib:\$LD_LIBRARY_PATH #g" ${dockerfile_name}
+    sed -i 's#<install_cpu_package>##g' ${dockerfile_name}
+    sed -i "s#<install_gcc>#WORKDIR /usr/bin ENV PATH=/usr/local/gcc-8.2/bin:\$PATH #g" ${dockerfile_name}
+    sed -i "s#gcc121#gcc82#g" ${dockerfile_name}
+    sed -i "s#gcc-12.1#gcc-8.2#g" ${dockerfile_name}
+    sed -i 's#RUN bash /build_scripts/install_trt.sh#RUN bash /build_scripts/install_trt.sh trt8406#g' ${dockerfile_name}
+  elif [[ ${ref_CUDA_MAJOR} == "11.7" ]];then
+    dockerfile_name="Dockerfile-117"
+    sed "s#<baseimg>#nvidia/cuda:11.7.1-cudnn8-devel-ubuntu20.04#g" ./Dockerfile.ubuntu20 >${dockerfile_name}
+    sed -i "s#<setcuda>#ENV LD_LIBRARY_PATH=/usr/local/cuda-11.7/targets/x86_64-linux/lib:\$LD_LIBRARY_PATH #g" ${dockerfile_name}
+    sed -i 's#<install_cpu_package>##g' ${dockerfile_name}
+    sed -i "s#<install_gcc>#WORKDIR /usr/bin ENV PATH=/usr/local/gcc-8.2/bin:\$PATH #g" ${dockerfile_name}
+    sed -i "s#gcc121#gcc82#g" ${dockerfile_name}
+    sed -i "s#gcc-12.1#gcc-8.2#g" ${dockerfile_name}
+    sed -i 's#RUN bash /build_scripts/install_trt.sh#RUN bash /build_scripts/install_trt.sh trt8424#g' ${dockerfile_name}
+  elif [[ ${ref_CUDA_MAJOR} == "11.8" ]];then
+    dockerfile_name="Dockerfile-118"
+    sed "s#<baseimg>#nvidia/cuda:11.8.0-cudnn8-devel-ubuntu20.04#g" ./Dockerfile.ubuntu20 >${dockerfile_name}
+    sed -i "s#<setcuda>#ENV LD_LIBRARY_PATH=/usr/local/cuda-11.8/targets/x86_64-linux/lib:\$LD_LIBRARY_PATH #g" ${dockerfile_name}
+    sed -i 's#<install_cpu_package>##g' ${dockerfile_name}
+    sed -i "s#<install_gcc>#WORKDIR /usr/bin ENV PATH=/usr/local/gcc-8.2/bin:\$PATH #g" ${dockerfile_name}
+    sed -i "s#gcc121#gcc82#g" ${dockerfile_name}
+    sed -i "s#gcc-12.1#gcc-8.2#g" ${dockerfile_name}
+    sed -i 's#RUN bash /build_scripts/install_trt.sh#RUN bash /build_scripts/install_trt.sh trt8531#g' ${dockerfile_name}
+    sed -i 's#cudnn841#cudnn860#g' ${dockerfile_name}
+    sed -i 's#CUDNN_VERSION=8.4.1#CUDNN_VERSION=8.6.0#g' ${dockerfile_name}
+  elif [[ ${ref_CUDA_MAJOR} == "12.0" ]];then
+    dockerfile_name="Dockerfile-120"
+    sed "s#<baseimg>#nvidia/cuda:12.0.0-cudnn8-devel-ubuntu20.04#g" ./Dockerfile.ubuntu20 >${dockerfile_name}
+    sed -i "s#<setcuda>#ENV LD_LIBRARY_PATH=/usr/local/cuda-12.0/targets/x86_64-linux/lib:\$LD_LIBRARY_PATH #g" ${dockerfile_name}
+    sed -i 's#<install_cpu_package>##g' ${dockerfile_name}
+    sed -i "s#<install_gcc>#WORKDIR /usr/bin ENV PATH=/usr/local/gcc-12.0/bin:\$PATH #g" ${dockerfile_name}
+    sed -i 's#RUN bash /build_scripts/install_trt.sh#RUN bash /build_scripts/install_trt.sh trt8616#g' ${dockerfile_name}
+    sed -i 's#cudnn841#cudnn891#g' ${dockerfile_name}
+    sed -i 's#CUDNN_VERSION=8.4.1#CUDNN_VERSION=8.9.1#g' ${dockerfile_name}
+  else
+    echo "Dockerfile ERROR!!!"
+    exit 1
+  fi
+
+}
+
+
+export ref_CUDA_MAJOR=11.2
+base_image
+export ref_CUDA_MAJOR=11.6
+base_image
+export ref_CUDA_MAJOR=11.7
+base_image
+export ref_CUDA_MAJOR=11.8
+base_image
+export ref_CUDA_MAJOR=12.0
+base_image