diff --git a/tools/dockerfile/Dockerfile.ubuntu b/tools/dockerfile/Dockerfile.ubuntu
index 9500acb2f977c82792b032e2322bf635f86dc4a8..78a8b14027900cb9b24b92fb8a3dcaded879e3df 100644
--- a/tools/dockerfile/Dockerfile.ubuntu
+++ b/tools/dockerfile/Dockerfile.ubuntu
@@ -205,7 +205,7 @@ RUN pip3.6 --no-cache-dir install -r /root/requirements.txt && \
 # To fix https://github.com/PaddlePaddle/Paddle/issues/1954, we use
 # the solution in https://urllib3.readthedocs.io/en/latest/user-guide.html#ssl-py2
 RUN apt-get install -y libssl-dev libffi-dev && apt-get clean -y && \
-    pip3.6 install --upgrade pip && \ 
+    pip3.6 install --upgrade pip==20.3.3 && \ 
     pip3.7 install --upgrade pip && \ 
     pip3.8 install --upgrade pip && \ 
     pip3.9 install --upgrade pip && \ 
diff --git a/tools/dockerfile/Dockerfile.ubuntu18 b/tools/dockerfile/Dockerfile.ubuntu18
index 7dad70f00d476b4e175881523c27ad5db1986634..a4a445e6db214dadb97038e7ab5ed8e09f4eba7a 100644
--- a/tools/dockerfile/Dockerfile.ubuntu18
+++ b/tools/dockerfile/Dockerfile.ubuntu18
@@ -11,7 +11,7 @@ ARG WITH_AVX
 ENV WITH_GPU=${WITH_GPU:-ON}
 ENV WITH_AVX=${WITH_AVX:-ON}
 ENV DEBIAN_FRONTEND=noninteractive
-ENV LD_LIBRARY_PATH=/usr/local/cuda-11.0/targets/x86_64-linux/lib:$LD_LIBRARY_PATH
+ENV LD_LIBRARY_PATH=/usr/local/cuda-11.2/targets/x86_64-linux/lib:$LD_LIBRARY_PATH
 
 ENV HOME /root
 # Add bash enhancements
diff --git a/tools/dockerfile/build_scripts/build_utils.sh b/tools/dockerfile/build_scripts/build_utils.sh
index bb560d0fdf227f3ed79130fdad82a2c612ca05e2..8f4f88328aa44f2bbf658cb4fbf7bb6e39f722ba 100755
--- a/tools/dockerfile/build_scripts/build_utils.sh
+++ b/tools/dockerfile/build_scripts/build_utils.sh
@@ -93,8 +93,8 @@ 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 ]; then
-        ln -s python3 ${prefix}/bin/python
+    if [ -e ${prefix}/bin/python3.6 ]; then
+        ln -s python3.6 ${prefix}/bin/python
     fi
     if [ -e ${prefix}/bin/python3.7 ]; then
         ln -s python3.7 ${prefix}/bin/python
@@ -106,7 +106,13 @@ function do_cpython_build {
         ln -s python3.9 ${prefix}/bin/python
     fi
     # NOTE Make libpython shared library visible to python calls below
-    LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/python get-pip.py
+    if [ -e ${prefix}/bin/python3.6 ]; then
+        LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/python ez_setup.py
+        LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/python -m easy_install pip
+        LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/python -m pip install --upgrade pip==20.3.3
+    else
+        LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/python get-pip.py
+    fi
     LD_LIBRARY_PATH="/usr/local/ssl/lib:${prefix}/lib" ${prefix}/bin/pip install wheel==0.32.2
     cd /
     ls ${MY_DIR}
@@ -137,6 +143,8 @@ function build_cpythons {
             GET_PIP_URL="https://bootstrap.pypa.io/2.7/get-pip.py"
         elif [ ${py_ver} == "3.5.1" ]  ;then
             GET_PIP_URL="https://bootstrap.pypa.io/3.5/get-pip.py"
+        elif [ ${py_ver} == "3.6.0" ]  ;then
+            GET_PIP_URL="https://bootstrap.pypa.io/ez_setup.py"
         fi
 
         check_var $GET_PIP_URL
@@ -144,6 +152,7 @@ function build_cpythons {
         build_cpython $py_ver
     done
     rm get-pip.py
+    rm ez_setup.py
 }
 
 
diff --git a/tools/dockerfile/build_scripts/install_nccl2.sh b/tools/dockerfile/build_scripts/install_nccl2.sh
index b06b3d44c6ec6b32688521a76f26b82acb4e0998..07f186f3d4e8cdc36285faa223d81e4e0d38b078 100644
--- a/tools/dockerfile/build_scripts/install_nccl2.sh
+++ b/tools/dockerfile/build_scripts/install_nccl2.sh
@@ -17,7 +17,7 @@
 VERSION=$(nvcc --version | grep release | grep -oEi "release ([0-9]+)\.([0-9])"| sed "s/release //")
 if [ "$VERSION" == "10.0" ]; then
   DEB="nccl-repo-ubuntu1604-2.4.7-ga-cuda10.0_1-1_amd64.deb"
-elif [ "$VERSION" == "10.2" ] || [ "$VERSION" == "10.1" ] || [ "$VERSION" == "11.0" ]; then
+elif [ "$VERSION" == "10.2" ] || [ "$VERSION" == "10.1" ] || [ "$VERSION" == "11.0" ] || [ "$VERSION" == "11.2" ]; then
   if [ -f "/etc/redhat-release" ];then
     rm -f /usr/local/lib/libnccl.so 
     wget --no-check-certificate -q https://nccl2-deb.cdn.bcebos.com/libnccl-2.7.8-1+cuda10.2.x86_64.rpm
diff --git a/tools/dockerfile/build_scripts/install_trt.sh b/tools/dockerfile/build_scripts/install_trt.sh
index e5ec70d2f378d180a08a86d705f3e662a211dc91..1df8d0f4568fbbc69dc5c888c3e43c8fa30855d5 100644
--- a/tools/dockerfile/build_scripts/install_trt.sh
+++ b/tools/dockerfile/build_scripts/install_trt.sh
@@ -21,6 +21,11 @@ if [[ "$VERSION" == "10.1" ]];then
   tar -zxf TensorRT6-cuda10.1-cudnn7.tar.gz -C /usr/local
   cp -rf /usr/local/TensorRT6-cuda10.1-cudnn7/include/* /usr/include/ && cp -rf /usr/local/TensorRT6-cuda10.1-cudnn7/lib/* /usr/lib/
   rm TensorRT6-cuda10.1-cudnn7.tar.gz
+elif [[ "$VERSION" == "11.2" ]];then
+  wget -q https://paddle-ci.gz.bcebos.com/TRT/TensorRT7-cuda11.1-cudnn8.1.tar.gz --no-check-certificate
+  tar -zxf TensorRT7-cuda11.1-cudnn8.1.tar.gz -C /usr/local
+  cp -rf /usr/local/TensorRT-7.2.3.4/include/* /usr/include/ && cp -rf /usr/local/TensorRT-7.2.3.4/lib/* /usr/lib/
+  rm TensorRT7-cuda11.1-cudnn8.1.tar.gz
 elif [[ "$VERSION" == "11.0" ]];then
   wget -q https://paddle-ci.cdn.bcebos.com/TRT/TensorRT-7.1.3.4.Ubuntu-16.04.x86_64-gnu.cuda-11.0.cudnn8.0.tar.gz --no-check-certificate
   tar -zxf TensorRT-7.1.3.4.Ubuntu-16.04.x86_64-gnu.cuda-11.0.cudnn8.0.tar.gz -C /usr/local
diff --git a/tools/dockerfile/centos7_manylinux.sh b/tools/dockerfile/centos7_manylinux.sh
index 0c738de62eaaf440699f896f69aa798aaf7fcad4..6ea2a8f836fc0f62d5dacf2334b4e6b60a4a9e88 100755
--- a/tools/dockerfile/centos7_manylinux.sh
+++ b/tools/dockerfile/centos7_manylinux.sh
@@ -20,36 +20,41 @@ 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/gcc /usr/bin/gcc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/gcc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \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 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/gcc /usr/bin/gcc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/gcc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \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 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 gcc82 \nRUN mv /usr/bin/gcc /usr/bin/gcc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/gcc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \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 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/gcc /usr/bin/gcc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/gcc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \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 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/gcc /usr/bin/gcc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/gcc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \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 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/gcc /usr/bin/gcc.bak \&\& ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/gcc \nENV PATH=/usr/local/gcc-8.2/bin:\$PATH \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 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 main() {
@@ -73,6 +78,9 @@ function main() {
     cuda11cudnn8)
       make_cuda11cudnn8
      ;;
+    cuda112cudnn8)
+      make_cuda112cudnn8
+     ;;
     *)
       echo "Make dockerfile error, Without this paramet."
       exit 1
diff --git a/tools/dockerfile/ubuntu16_dev.sh b/tools/dockerfile/ubuntu16_dev.sh
index 23578b4143f8b17592cb5a72d087ab1c7f5327e3..0de9f82aceec6650169dd2b3a9d48bc2f9f8614d 100755
--- a/tools/dockerfile/ubuntu16_dev.sh
+++ b/tools/dockerfile/ubuntu16_dev.sh
@@ -40,6 +40,8 @@ function ref_whl(){
 
   if [[ ${ref_CUDA_MAJOR} == "11.0" ]];then
       ref_version=.post110
+  elif [[ ${ref_CUDA_MAJOR} == "11.2" ]];then
+      ref_version=.post112
   elif [[ ${ref_CUDA_MAJOR} == "10" ]];then
       ref_version=.post100
   elif [[ ${ref_CUDA_MAJOR} == "10.1" ]];then
diff --git a/tools/dockerfile/ubuntu18_dev.sh b/tools/dockerfile/ubuntu18_dev.sh
index 6c6a14529ca0e16ebf9ce93f84ecf5d9b6cf0b95..c72243ef0521e3bf144790d0ee4ac24ceedce61b 100755
--- a/tools/dockerfile/ubuntu18_dev.sh
+++ b/tools/dockerfile/ubuntu18_dev.sh
@@ -40,6 +40,8 @@ function ref_whl(){
 
   if [[ ${ref_CUDA_MAJOR} == "11.0" ]];then
       ref_version=.post110
+  elif [[ ${ref_CUDA_MAJOR} == "11.2" ]];then
+      ref_version=.post112
   elif [[ ${ref_CUDA_MAJOR} == "10" ]];then
       ref_version=.post100
   elif [[ ${ref_CUDA_MAJOR} == "10.1" ]];then