diff --git a/tools/manylinux1/Dockerfile.CI35-GCC4.8 b/tools/manylinux1/Dockerfile.CI35-GCC4.8
deleted file mode 100644
index 6132f1f66be55d465a04ead0861b5e36e0c57a7f..0000000000000000000000000000000000000000
--- a/tools/manylinux1/Dockerfile.CI35-GCC4.8
+++ /dev/null
@@ -1,68 +0,0 @@
-# NOTE The manylinux1 policy mandates CentOS-5. We replace it with CentOS-6 in
-# order to satisfy the build of capnproto library (a nupic.core dependency),
-# which requires some headers and symbols not present on CentOS-5 (e.g.,
-# signalfd.h, pipe2, O_NONBLOCK, SOCK_NONBLOCK, etc.). See
-# https://github.com/sandstorm-io/capnproto/issues/350.
-FROM nvidia/cuda:9.0-cudnn7-devel-centos6
-MAINTAINER Numenta, based on the ManyLinux project
-
-ENV LC_ALL en_US.UTF-8
-ENV LANG en_US.UTF-8
-ENV LANGUAGE en_US.UTF-8
-ENV PATH /opt/rh/devtoolset-2/root/usr/bin:$PATH
-ENV LD_LIBRARY_PATH /opt/rh/devtoolset-2/root/usr/lib64:/opt/rh/devtoolset-2/root/usr/lib:/usr/local/lib64:/usr/local/lib:${LD_LIBRARY_PATH}
-ENV PKG_CONFIG_PATH=/usr/local/lib/pkgconfig
-
-RUN yum install -y sqlite-devel zlib-devel openssl-devel pcre-devel tk-devel tkinter libtool xz graphviz gettext-devel
-RUN yum install -y curl-devel
-
-COPY tools/manylinux1/build_scripts ./build_scripts
-
-RUN bash build_scripts/build.sh && bash build_scripts/install_nccl2.sh && rm -rf build_scripts
-
-ENV SSL_CERT_FILE=/opt/_internal/certs.pem
-
-# git 2.17.1
-RUN wget -q https://paddle-ci.gz.bcebos.com/git-2.17.1.tar.gz && \
-  tar -xvf git-2.17.1.tar.gz && \
-  cd git-2.17.1 && \
-  ./configure --prefix=/usr/local && \
-  make -j8 && make install 
-
-# protobuf 3.6.1
-RUN cd /opt && wget -q --no-check-certificate https://github.com/google/protobuf/releases/download/v3.6.1/protobuf-cpp-3.6.1.tar.gz && \
-    tar xzf protobuf-cpp-3.6.1.tar.gz && \
-    cd protobuf-3.6.1 && ./configure && make -j4 && make install && cd .. && rm -f protobuf-cpp-3.6.1.tar.gz
-
-# ccache 3.6
-RUN wget https://paddle-ci.cdn.bcebos.com/ccache-3.6.tar.gz && \
-    tar xf ccache-3.6.tar.gz && mkdir /usr/local/ccache-3.6 && cd ccache-3.6 && \
-    ./configure -prefix=/usr/local/ccache-3.6 && \
-    make -j8 && make install && \
-    ln -s /usr/local/ccache-3.6/bin/ccache /usr/local/bin/ccache
-
-RUN wget https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/python/requirements.txt -O /root/requirements.txt
-
-RUN LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs4/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27mu/bin/pip install setuptools -U && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs2/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27m/bin/pip install setuptools -U && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.5.1/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.5.1/bin/pip3 install setuptools -U && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.6.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.6.0/bin/pip3 install setuptools -U && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.7.0/bin/pip3 install setuptools -U
-
-RUN LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs4/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27mu/bin/pip install -r /root/requirements.txt && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs2/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27m/bin/pip install -r /root/requirements.txt && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.5.1/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.5.1/bin/pip3 install -r /root/requirements.txt && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.6.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.6.0/bin/pip3 install -r /root/requirements.txt && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.7.0/bin/pip3 install -r /root/requirements.txt && \
-    rm -rf /root/requirements.txt
-
-RUN LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs4/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27mu/bin/pip install pre-commit 'ipython==5.3.0' opencv-python && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs2/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27m/bin/pip install pre-commit 'ipython==5.3.0' opencv-python && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.5.1/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.5.1/bin/pip3 install pre-commit 'ipython==5.3.0' opencv-python && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.6.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.6.0/bin/pip3 install pre-commit 'ipython==5.3.0' opencv-python && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.7.0/bin/pip3 install pre-commit 'ipython==5.3.0' opencv-python
-
-RUN wget -O /opt/swig-2.0.12.tar.gz 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
-
-CMD ["bash", "/paddle/paddle/scripts/docker/build.sh"]
diff --git a/tools/manylinux1/Dockerfile.CI35-GCC4.8 b/tools/manylinux1/Dockerfile.CI35-GCC4.8
new file mode 120000
index 0000000000000000000000000000000000000000..6f5de91a12b94868f315e56d9d349b3356091073
--- /dev/null
+++ b/tools/manylinux1/Dockerfile.CI35-GCC4.8
@@ -0,0 +1 @@
+Dockerfile.cuda9_cudnn7_gcc48_py35_centos6
\ No newline at end of file
diff --git a/tools/manylinux1/Dockerfile.Inference b/tools/manylinux1/Dockerfile.Inference
deleted file mode 100644
index 8a72c3e0a36d56149ce97c702e926ad312806a88..0000000000000000000000000000000000000000
--- a/tools/manylinux1/Dockerfile.Inference
+++ /dev/null
@@ -1,229 +0,0 @@
-# A image for building paddle binaries
-# Use cuda devel base image for both cpu and gpu environment
-# When you modify it, please be aware of cudnn-runtime version
-FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu16.04
-MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>
-
-ARG UBUNTU_MIRROR
-RUN /bin/bash -c 'if [[ -n ${UBUNTU_MIRROR} ]]; then sed -i 's#http://archive.ubuntu.com/ubuntu#${UBUNTU_MIRROR}#g' /etc/apt/sources.list; fi'
-
-# ENV variables
-ARG WITH_GPU
-ARG WITH_AVX
-
-ENV WOBOQ OFF
-ENV WITH_GPU=${WITH_GPU:-ON}
-ENV WITH_AVX=${WITH_AVX:-ON}
-
-ENV HOME /root
-# Add bash enhancements
-COPY ./paddle/scripts/docker/root/ /root/
-
-# Prepare packages for Python
-RUN apt-get update && \
-    apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
-    libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
-    xz-utils tk-dev libffi-dev liblzma-dev
-
-# Downgrade gcc&&g++
-RUN apt-get update
-WORKDIR /usr/bin
-RUN apt install -y gcc-4.8 g++-4.8
-RUN cp gcc gcc.bak
-RUN cp g++ g++.bak
-RUN rm gcc
-RUN rm g++
-RUN ln -s gcc-4.8 gcc
-RUN ln -s g++-4.8 g++
-
-# Install Python3.6
-RUN mkdir -p /root/python_build/ && wget -q https://www.sqlite.org/2018/sqlite-autoconf-3250300.tar.gz && \
-    tar -zxf sqlite-autoconf-3250300.tar.gz && cd sqlite-autoconf-3250300 && \
-    ./configure -prefix=/usr/local && make -j8 && make install && cd ../ && rm sqlite-autoconf-3250300.tar.gz && \
-    wget -q https://www.python.org/ftp/python/3.6.0/Python-3.6.0.tgz && \
-    tar -xzf Python-3.6.0.tgz && cd Python-3.6.0 && \
-    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
-    make -j8 > /dev/null && make altinstall > /dev/null
-
-# Install Python3.7
-RUN wget -q https://www.python.org/ftp/python/3.7.0/Python-3.7.0.tgz && \
-    tar -xzf Python-3.7.0.tgz && cd Python-3.7.0 && \
-    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
-    make -j8 > /dev/null && make altinstall > /dev/null
-
-RUN rm -r /root/python_build
-
-RUN apt-get update && \
-    apt-get install -y --allow-downgrades --allow-change-held-packages \
-    patchelf python3 python3-dev python3-pip \
-    git python-pip python-dev python-opencv openssh-server bison \
-    libnccl2=2.1.2-1+cuda8.0 libnccl-dev=2.1.2-1+cuda8.0 \
-    wget unzip unrar tar xz-utils bzip2 gzip coreutils ntp \
-    curl sed grep graphviz libjpeg-dev zlib1g-dev  \
-    python-matplotlib gcc-4.8 g++-4.8 \
-    automake locales clang-format swig  \
-    liblapack-dev liblapacke-dev \
-    clang-3.8 llvm-3.8 libclang-3.8-dev \
-    net-tools libtool ccache && \
-    apt-get clean -y
-
-# install cmake
-WORKDIR /home
-RUN wget -q https://cmake.org/files/v3.16/cmake-3.16.0-Linux-x86_64.tar.gz
-RUN tar -zxvf cmake-3.16.0-Linux-x86_64.tar.gz
-RUN rm cmake-3.16.0-Linux-x86_64.tar.gz
-ENV PATH=/home/cmake-3.16.0-Linux-x86_64/bin:$PATH
-
-# Install Python2.7.15 to replace original python
-WORKDIR /home
-ENV version=2.7.15
-RUN wget https://www.python.org/ftp/python/$version/Python-$version.tgz
-RUN tar -xvf Python-$version.tgz
-WORKDIR /home/Python-$version
-RUN ./configure --enable-unicode=ucs4 --enable-shared CFLAGS=-fPIC --prefix=/usr/local/python2.7.15
-RUN make && make install
-
-RUN echo "export PATH=/usr/local/python2.7.15/include:${PATH}" >> ~/.bashrc
-RUN echo "export PATH=/usr/local/python2.7.15/bin:${PATH}" >> ~/.bashrc
-RUN echo "export LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}" >> ~/.bashrc
-RUN echo "export CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH" >> ~/.bashrc
-ENV PATH=/usr/local/python2.7.15/include:${PATH}
-ENV PATH=/usr/local/python2.7.15/bin:${PATH}
-ENV LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}
-ENV CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH
-RUN mv /usr/bin/python /usr/bin/python.bak
-RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/local/bin/python
-RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/bin/python
-WORKDIR /home
-RUN wget https://files.pythonhosted.org/packages/b0/d1/8acb42f391cba52e35b131e442e80deffbb8d0676b93261d761b1f0ef8fb/setuptools-40.6.2.zip
-RUN apt-get -y install unzip
-RUN unzip setuptools-40.6.2.zip
-WORKDIR /home/setuptools-40.6.2
-RUN python setup.py build
-RUN python setup.py install
-WORKDIR /home
-RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz
-RUN tar -zxvf pip-18.0.tar.gz
-WORKDIR pip-18.0
-RUN python setup.py install
-
-WORKDIR /home
-RUN rm Python-$version.tgz setuptools-40.6.2.zip pip-18.0.tar.gz && \
-    rm -r Python-$version setuptools-40.6.2 pip-18.0
-
-# Install Go and glide
-RUN wget -qO- https://storage.googleapis.com/golang/go1.8.1.linux-amd64.tar.gz | \
-    tar -xz -C /usr/local && \
-    mkdir /root/gopath && \
-    mkdir /root/gopath/bin && \
-    mkdir /root/gopath/src
-ENV GOROOT=/usr/local/go GOPATH=/root/gopath
-# should not be in the same line with GOROOT definition, otherwise docker build could not find GOROOT.
-ENV PATH=${PATH}:${GOROOT}/bin:${GOPATH}/bin
-# install glide
-RUN curl -s -q https://glide.sh/get | sh
-
-# Install TensorRT
-# following TensorRT.tar.gz is not the default official one, we do two miny changes:
-# 1. Remove the unnecessary files to make the library small. TensorRT.tar.gz only contains include and lib now,
-#    and its size is only one-third of the official one.
-# 2. Manually add ~IPluginFactory() in IPluginFactory class of NvInfer.h, otherwise, it couldn't work in paddle.
-#    See https://github.com/PaddlePaddle/Paddle/issues/10129 for details.
-
-RUN wget -q https://paddlepaddledeps.cdn.bcebos.com/TensorRT-6.0.1.5.Ubuntu-16.04.x86_64-gnu.cuda-10.1.cudnn7.6.tar.gz --no-check-certificate && \
-    tar -zxf TensorRT-6.0.1.5.Ubuntu-16.04.x86_64-gnu.cuda-10.1.cudnn7.6.tar.gz -C /usr/local && \
-    cp -rf /usr/local/TensorRT-6.0.1.5/include/* /usr/include/ && cp -rf /usr/local/TensorRT-6.0.1.5/lib/* /usr/lib/ 
-
-# git credential to skip password typing
-RUN git config --global credential.helper store
-
-# Fix locales to en_US.UTF-8
-RUN localedef -i en_US -f UTF-8 en_US.UTF-8
-
-# FIXME: due to temporary ipykernel dependency issue, specify ipykernel jupyter
-# version util jupyter fixes this issue.
-
-# specify sphinx version as 1.5.6 and remove -U option for [pip install -U
-# sphinx-rtd-theme] since -U option will cause sphinx being updated to newest
-# version(1.7.1 for now), which causes building documentation failed.
-RUN pip3 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
-    pip3 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
-    pip3 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark && \
-    pip3.6 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
-    pip3.6 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
-    pip3.6 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark && \
-    pip3.7 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
-    pip3.7 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
-    pip3.7 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark && \
-    pip --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
-    pip --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
-    pip --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark
-
-RUN pip3 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
-    pip3 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
-    pip3 --no-cache-dir install opencv-python && \
-    pip3.6 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
-    pip3.6 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
-    pip3.6 --no-cache-dir install opencv-python && \
-    pip3.7 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
-    pip3.7 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
-    pip3.7 --no-cache-dir install opencv-python && \
-    pip --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
-    pip --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
-    pip --no-cache-dir install opencv-python
-
-#For docstring checker
-RUN pip3 --no-cache-dir install pylint pytest astroid isort
-RUN pip3.6 --no-cache-dir install pylint pytest astroid isort
-RUN pip3.7 --no-cache-dir install pylint pytest astroid isort
-RUN pip --no-cache-dir install pylint pytest astroid isort LinkChecker
-
-RUN pip3 --no-cache-dir install coverage                
-RUN pip3.6 --no-cache-dir install coverage             
-RUN pip3.7 --no-cache-dir install coverage            
-RUN pip --no-cache-dir install coverage
-
-COPY ./python/requirements.txt /root/
-RUN pip3 --no-cache-dir install -r /root/requirements.txt
-RUN pip3.6 --no-cache-dir install -r /root/requirements.txt
-RUN pip3.7 --no-cache-dir install -r /root/requirements.txt
-RUN pip --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
-RUN pip3 --no-cache-dir install certifi urllib3[secure]
-RUN pip3.6 --no-cache-dir install certifi urllib3[secure]
-RUN pip3.7 --no-cache-dir install certifi urllib3[secure]
-RUN pip --no-cache-dir install certifi urllib3[secure]
-
-
-# Install woboq_codebrowser to /woboq
-RUN git clone https://github.com/woboq/woboq_codebrowser /woboq && \
-    (cd /woboq \
-     cmake -DLLVM_CONFIG_EXECUTABLE=/usr/bin/llvm-config-3.8 \
-           -DCMAKE_BUILD_TYPE=Release . \
-     make)
-
-# ar mishandles 4GB files
-# https://sourceware.org/bugzilla/show_bug.cgi?id=14625
-# remove them when apt-get support 2.27 and higher version
-RUN wget -q https://launchpad.net/ubuntu/+archive/primary/+sourcefiles/binutils/2.27-9ubuntu1/binutils_2.27.orig.tar.gz && \
-    tar -xzf binutils_2.27.orig.tar.gz && \
-    cd binutils-2.27 && \
-    ./configure && make -j && make install && cd .. && rm -rf binutils-2.27 binutils_2.27.orig.tar.gz
-
-RUN wget --no-check-certificate https://pslib.bj.bcebos.com/openmpi-1.4.5.tar.gz && tar -xzf openmpi-1.4.5.tar.gz && \
-    cd openmpi-1.4.5 && ./configure --prefix=/usr/local && make all -j8 && make install -j8 && \
-    export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH && export PATH=/usr/local/bin:$PATH && cd .. && \
-    rm -rf openmpi-1.4.5.tar.gz && pip --no-cache-dir install mpi4py && ln -fs /bin/bash /bin/sh && \
-    apt-get install libprotobuf-dev -y
-RUN pip --no-cache-dir install -U netifaces==0.10.9
-
-# Configure OpenSSH server. c.f. https://docs.docker.com/engine/examples/running_ssh_service
-RUN mkdir /var/run/sshd
-RUN echo 'root:root' | chpasswd
-RUN sed -ri 's/^PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config
-RUN sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config
-CMD source ~/.bashrc
-EXPOSE 22
diff --git a/tools/manylinux1/Dockerfile.Inference b/tools/manylinux1/Dockerfile.Inference
new file mode 120000
index 0000000000000000000000000000000000000000..e045fc52109e8e1e30ce62cb77cb0294be56e1a5
--- /dev/null
+++ b/tools/manylinux1/Dockerfile.Inference
@@ -0,0 +1 @@
+Dockerfile.cuda10_cudnn7_gcc48_ubuntu16
\ No newline at end of file
diff --git a/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc48_ubuntu16 b/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc48_ubuntu16
new file mode 100644
index 0000000000000000000000000000000000000000..8a72c3e0a36d56149ce97c702e926ad312806a88
--- /dev/null
+++ b/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc48_ubuntu16
@@ -0,0 +1,229 @@
+# A image for building paddle binaries
+# Use cuda devel base image for both cpu and gpu environment
+# When you modify it, please be aware of cudnn-runtime version
+FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu16.04
+MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>
+
+ARG UBUNTU_MIRROR
+RUN /bin/bash -c 'if [[ -n ${UBUNTU_MIRROR} ]]; then sed -i 's#http://archive.ubuntu.com/ubuntu#${UBUNTU_MIRROR}#g' /etc/apt/sources.list; fi'
+
+# ENV variables
+ARG WITH_GPU
+ARG WITH_AVX
+
+ENV WOBOQ OFF
+ENV WITH_GPU=${WITH_GPU:-ON}
+ENV WITH_AVX=${WITH_AVX:-ON}
+
+ENV HOME /root
+# Add bash enhancements
+COPY ./paddle/scripts/docker/root/ /root/
+
+# Prepare packages for Python
+RUN apt-get update && \
+    apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
+    libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
+    xz-utils tk-dev libffi-dev liblzma-dev
+
+# Downgrade gcc&&g++
+RUN apt-get update
+WORKDIR /usr/bin
+RUN apt install -y gcc-4.8 g++-4.8
+RUN cp gcc gcc.bak
+RUN cp g++ g++.bak
+RUN rm gcc
+RUN rm g++
+RUN ln -s gcc-4.8 gcc
+RUN ln -s g++-4.8 g++
+
+# Install Python3.6
+RUN mkdir -p /root/python_build/ && wget -q https://www.sqlite.org/2018/sqlite-autoconf-3250300.tar.gz && \
+    tar -zxf sqlite-autoconf-3250300.tar.gz && cd sqlite-autoconf-3250300 && \
+    ./configure -prefix=/usr/local && make -j8 && make install && cd ../ && rm sqlite-autoconf-3250300.tar.gz && \
+    wget -q https://www.python.org/ftp/python/3.6.0/Python-3.6.0.tgz && \
+    tar -xzf Python-3.6.0.tgz && cd Python-3.6.0 && \
+    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
+    make -j8 > /dev/null && make altinstall > /dev/null
+
+# Install Python3.7
+RUN wget -q https://www.python.org/ftp/python/3.7.0/Python-3.7.0.tgz && \
+    tar -xzf Python-3.7.0.tgz && cd Python-3.7.0 && \
+    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
+    make -j8 > /dev/null && make altinstall > /dev/null
+
+RUN rm -r /root/python_build
+
+RUN apt-get update && \
+    apt-get install -y --allow-downgrades --allow-change-held-packages \
+    patchelf python3 python3-dev python3-pip \
+    git python-pip python-dev python-opencv openssh-server bison \
+    libnccl2=2.1.2-1+cuda8.0 libnccl-dev=2.1.2-1+cuda8.0 \
+    wget unzip unrar tar xz-utils bzip2 gzip coreutils ntp \
+    curl sed grep graphviz libjpeg-dev zlib1g-dev  \
+    python-matplotlib gcc-4.8 g++-4.8 \
+    automake locales clang-format swig  \
+    liblapack-dev liblapacke-dev \
+    clang-3.8 llvm-3.8 libclang-3.8-dev \
+    net-tools libtool ccache && \
+    apt-get clean -y
+
+# install cmake
+WORKDIR /home
+RUN wget -q https://cmake.org/files/v3.16/cmake-3.16.0-Linux-x86_64.tar.gz
+RUN tar -zxvf cmake-3.16.0-Linux-x86_64.tar.gz
+RUN rm cmake-3.16.0-Linux-x86_64.tar.gz
+ENV PATH=/home/cmake-3.16.0-Linux-x86_64/bin:$PATH
+
+# Install Python2.7.15 to replace original python
+WORKDIR /home
+ENV version=2.7.15
+RUN wget https://www.python.org/ftp/python/$version/Python-$version.tgz
+RUN tar -xvf Python-$version.tgz
+WORKDIR /home/Python-$version
+RUN ./configure --enable-unicode=ucs4 --enable-shared CFLAGS=-fPIC --prefix=/usr/local/python2.7.15
+RUN make && make install
+
+RUN echo "export PATH=/usr/local/python2.7.15/include:${PATH}" >> ~/.bashrc
+RUN echo "export PATH=/usr/local/python2.7.15/bin:${PATH}" >> ~/.bashrc
+RUN echo "export LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}" >> ~/.bashrc
+RUN echo "export CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH" >> ~/.bashrc
+ENV PATH=/usr/local/python2.7.15/include:${PATH}
+ENV PATH=/usr/local/python2.7.15/bin:${PATH}
+ENV LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}
+ENV CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH
+RUN mv /usr/bin/python /usr/bin/python.bak
+RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/local/bin/python
+RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/bin/python
+WORKDIR /home
+RUN wget https://files.pythonhosted.org/packages/b0/d1/8acb42f391cba52e35b131e442e80deffbb8d0676b93261d761b1f0ef8fb/setuptools-40.6.2.zip
+RUN apt-get -y install unzip
+RUN unzip setuptools-40.6.2.zip
+WORKDIR /home/setuptools-40.6.2
+RUN python setup.py build
+RUN python setup.py install
+WORKDIR /home
+RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz
+RUN tar -zxvf pip-18.0.tar.gz
+WORKDIR pip-18.0
+RUN python setup.py install
+
+WORKDIR /home
+RUN rm Python-$version.tgz setuptools-40.6.2.zip pip-18.0.tar.gz && \
+    rm -r Python-$version setuptools-40.6.2 pip-18.0
+
+# Install Go and glide
+RUN wget -qO- https://storage.googleapis.com/golang/go1.8.1.linux-amd64.tar.gz | \
+    tar -xz -C /usr/local && \
+    mkdir /root/gopath && \
+    mkdir /root/gopath/bin && \
+    mkdir /root/gopath/src
+ENV GOROOT=/usr/local/go GOPATH=/root/gopath
+# should not be in the same line with GOROOT definition, otherwise docker build could not find GOROOT.
+ENV PATH=${PATH}:${GOROOT}/bin:${GOPATH}/bin
+# install glide
+RUN curl -s -q https://glide.sh/get | sh
+
+# Install TensorRT
+# following TensorRT.tar.gz is not the default official one, we do two miny changes:
+# 1. Remove the unnecessary files to make the library small. TensorRT.tar.gz only contains include and lib now,
+#    and its size is only one-third of the official one.
+# 2. Manually add ~IPluginFactory() in IPluginFactory class of NvInfer.h, otherwise, it couldn't work in paddle.
+#    See https://github.com/PaddlePaddle/Paddle/issues/10129 for details.
+
+RUN wget -q https://paddlepaddledeps.cdn.bcebos.com/TensorRT-6.0.1.5.Ubuntu-16.04.x86_64-gnu.cuda-10.1.cudnn7.6.tar.gz --no-check-certificate && \
+    tar -zxf TensorRT-6.0.1.5.Ubuntu-16.04.x86_64-gnu.cuda-10.1.cudnn7.6.tar.gz -C /usr/local && \
+    cp -rf /usr/local/TensorRT-6.0.1.5/include/* /usr/include/ && cp -rf /usr/local/TensorRT-6.0.1.5/lib/* /usr/lib/ 
+
+# git credential to skip password typing
+RUN git config --global credential.helper store
+
+# Fix locales to en_US.UTF-8
+RUN localedef -i en_US -f UTF-8 en_US.UTF-8
+
+# FIXME: due to temporary ipykernel dependency issue, specify ipykernel jupyter
+# version util jupyter fixes this issue.
+
+# specify sphinx version as 1.5.6 and remove -U option for [pip install -U
+# sphinx-rtd-theme] since -U option will cause sphinx being updated to newest
+# version(1.7.1 for now), which causes building documentation failed.
+RUN pip3 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip3 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
+    pip3 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark && \
+    pip3.6 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip3.6 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
+    pip3.6 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark && \
+    pip3.7 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip3.7 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
+    pip3.7 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark && \
+    pip --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
+    pip --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark
+
+RUN pip3 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip3 --no-cache-dir install opencv-python && \
+    pip3.6 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3.6 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip3.6 --no-cache-dir install opencv-python && \
+    pip3.7 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3.7 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip3.7 --no-cache-dir install opencv-python && \
+    pip --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip --no-cache-dir install opencv-python
+
+#For docstring checker
+RUN pip3 --no-cache-dir install pylint pytest astroid isort
+RUN pip3.6 --no-cache-dir install pylint pytest astroid isort
+RUN pip3.7 --no-cache-dir install pylint pytest astroid isort
+RUN pip --no-cache-dir install pylint pytest astroid isort LinkChecker
+
+RUN pip3 --no-cache-dir install coverage                
+RUN pip3.6 --no-cache-dir install coverage             
+RUN pip3.7 --no-cache-dir install coverage            
+RUN pip --no-cache-dir install coverage
+
+COPY ./python/requirements.txt /root/
+RUN pip3 --no-cache-dir install -r /root/requirements.txt
+RUN pip3.6 --no-cache-dir install -r /root/requirements.txt
+RUN pip3.7 --no-cache-dir install -r /root/requirements.txt
+RUN pip --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
+RUN pip3 --no-cache-dir install certifi urllib3[secure]
+RUN pip3.6 --no-cache-dir install certifi urllib3[secure]
+RUN pip3.7 --no-cache-dir install certifi urllib3[secure]
+RUN pip --no-cache-dir install certifi urllib3[secure]
+
+
+# Install woboq_codebrowser to /woboq
+RUN git clone https://github.com/woboq/woboq_codebrowser /woboq && \
+    (cd /woboq \
+     cmake -DLLVM_CONFIG_EXECUTABLE=/usr/bin/llvm-config-3.8 \
+           -DCMAKE_BUILD_TYPE=Release . \
+     make)
+
+# ar mishandles 4GB files
+# https://sourceware.org/bugzilla/show_bug.cgi?id=14625
+# remove them when apt-get support 2.27 and higher version
+RUN wget -q https://launchpad.net/ubuntu/+archive/primary/+sourcefiles/binutils/2.27-9ubuntu1/binutils_2.27.orig.tar.gz && \
+    tar -xzf binutils_2.27.orig.tar.gz && \
+    cd binutils-2.27 && \
+    ./configure && make -j && make install && cd .. && rm -rf binutils-2.27 binutils_2.27.orig.tar.gz
+
+RUN wget --no-check-certificate https://pslib.bj.bcebos.com/openmpi-1.4.5.tar.gz && tar -xzf openmpi-1.4.5.tar.gz && \
+    cd openmpi-1.4.5 && ./configure --prefix=/usr/local && make all -j8 && make install -j8 && \
+    export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH && export PATH=/usr/local/bin:$PATH && cd .. && \
+    rm -rf openmpi-1.4.5.tar.gz && pip --no-cache-dir install mpi4py && ln -fs /bin/bash /bin/sh && \
+    apt-get install libprotobuf-dev -y
+RUN pip --no-cache-dir install -U netifaces==0.10.9
+
+# Configure OpenSSH server. c.f. https://docs.docker.com/engine/examples/running_ssh_service
+RUN mkdir /var/run/sshd
+RUN echo 'root:root' | chpasswd
+RUN sed -ri 's/^PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config
+RUN sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config
+CMD source ~/.bashrc
+EXPOSE 22
diff --git a/tools/manylinux1/Dockerfile.cuda9_cudnn7_gcc48_py35_centos6 b/tools/manylinux1/Dockerfile.cuda9_cudnn7_gcc48_py35_centos6
new file mode 100644
index 0000000000000000000000000000000000000000..6132f1f66be55d465a04ead0861b5e36e0c57a7f
--- /dev/null
+++ b/tools/manylinux1/Dockerfile.cuda9_cudnn7_gcc48_py35_centos6
@@ -0,0 +1,68 @@
+# NOTE The manylinux1 policy mandates CentOS-5. We replace it with CentOS-6 in
+# order to satisfy the build of capnproto library (a nupic.core dependency),
+# which requires some headers and symbols not present on CentOS-5 (e.g.,
+# signalfd.h, pipe2, O_NONBLOCK, SOCK_NONBLOCK, etc.). See
+# https://github.com/sandstorm-io/capnproto/issues/350.
+FROM nvidia/cuda:9.0-cudnn7-devel-centos6
+MAINTAINER Numenta, based on the ManyLinux project
+
+ENV LC_ALL en_US.UTF-8
+ENV LANG en_US.UTF-8
+ENV LANGUAGE en_US.UTF-8
+ENV PATH /opt/rh/devtoolset-2/root/usr/bin:$PATH
+ENV LD_LIBRARY_PATH /opt/rh/devtoolset-2/root/usr/lib64:/opt/rh/devtoolset-2/root/usr/lib:/usr/local/lib64:/usr/local/lib:${LD_LIBRARY_PATH}
+ENV PKG_CONFIG_PATH=/usr/local/lib/pkgconfig
+
+RUN yum install -y sqlite-devel zlib-devel openssl-devel pcre-devel tk-devel tkinter libtool xz graphviz gettext-devel
+RUN yum install -y curl-devel
+
+COPY tools/manylinux1/build_scripts ./build_scripts
+
+RUN bash build_scripts/build.sh && bash build_scripts/install_nccl2.sh && rm -rf build_scripts
+
+ENV SSL_CERT_FILE=/opt/_internal/certs.pem
+
+# git 2.17.1
+RUN wget -q https://paddle-ci.gz.bcebos.com/git-2.17.1.tar.gz && \
+  tar -xvf git-2.17.1.tar.gz && \
+  cd git-2.17.1 && \
+  ./configure --prefix=/usr/local && \
+  make -j8 && make install 
+
+# protobuf 3.6.1
+RUN cd /opt && wget -q --no-check-certificate https://github.com/google/protobuf/releases/download/v3.6.1/protobuf-cpp-3.6.1.tar.gz && \
+    tar xzf protobuf-cpp-3.6.1.tar.gz && \
+    cd protobuf-3.6.1 && ./configure && make -j4 && make install && cd .. && rm -f protobuf-cpp-3.6.1.tar.gz
+
+# ccache 3.6
+RUN wget https://paddle-ci.cdn.bcebos.com/ccache-3.6.tar.gz && \
+    tar xf ccache-3.6.tar.gz && mkdir /usr/local/ccache-3.6 && cd ccache-3.6 && \
+    ./configure -prefix=/usr/local/ccache-3.6 && \
+    make -j8 && make install && \
+    ln -s /usr/local/ccache-3.6/bin/ccache /usr/local/bin/ccache
+
+RUN wget https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/python/requirements.txt -O /root/requirements.txt
+
+RUN LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs4/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27mu/bin/pip install setuptools -U && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs2/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27m/bin/pip install setuptools -U && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.5.1/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.5.1/bin/pip3 install setuptools -U && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.6.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.6.0/bin/pip3 install setuptools -U && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.7.0/bin/pip3 install setuptools -U
+
+RUN LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs4/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27mu/bin/pip install -r /root/requirements.txt && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs2/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27m/bin/pip install -r /root/requirements.txt && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.5.1/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.5.1/bin/pip3 install -r /root/requirements.txt && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.6.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.6.0/bin/pip3 install -r /root/requirements.txt && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.7.0/bin/pip3 install -r /root/requirements.txt && \
+    rm -rf /root/requirements.txt
+
+RUN LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs4/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27mu/bin/pip install pre-commit 'ipython==5.3.0' opencv-python && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-2.7.11-ucs2/lib:${LD_LIBRARY_PATH} /opt/python/cp27-cp27m/bin/pip install pre-commit 'ipython==5.3.0' opencv-python && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.5.1/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.5.1/bin/pip3 install pre-commit 'ipython==5.3.0' opencv-python && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.6.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.6.0/bin/pip3 install pre-commit 'ipython==5.3.0' opencv-python && \
+    LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.7.0/bin/pip3 install pre-commit 'ipython==5.3.0' opencv-python
+
+RUN wget -O /opt/swig-2.0.12.tar.gz 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
+
+CMD ["bash", "/paddle/paddle/scripts/docker/build.sh"]