diff --git a/doc/getstarted/build_and_install/build_from_source_en.md b/doc/getstarted/build_and_install/build_from_source_en.md
index 7d963a5a6df3cf5f280f696c8106fe619fc8b41e..6cd2183f489881734cb2d69ae02e684710f64f25 100644
--- a/doc/getstarted/build_and_install/build_from_source_en.md
+++ b/doc/getstarted/build_and_install/build_from_source_en.md
@@ -101,8 +101,8 @@ As a simple example, consider the following:
     ```bash
     # necessary
     sudo apt-get update
-    sudo apt-get install -y g++ make cmake build-essential python python-pip libpython-dev git
-    sudo pip install wheel numpy
+    sudo apt-get install -y g++ make cmake build-essential python python-pip python-numpy libpython-dev git
+    sudo pip install wheel
     sudo pip install 'protobuf>=3.0.0'
     ```
   
diff --git a/paddle/scripts/docker/Dockerfile b/paddle/scripts/docker/Dockerfile
index 01261d7a2df46855d98fbffe5f69c2828de35f3c..28d7696c8cfcc2cf7355be8b7e2f0917607c5181 100644
--- a/paddle/scripts/docker/Dockerfile
+++ b/paddle/scripts/docker/Dockerfile
@@ -9,13 +9,13 @@ RUN apt-get update && \
     apt-get install -y git python-pip python-dev openssh-server && \
     apt-get install -y wget unzip tar xz-utils bzip2 gzip coreutils && \
     apt-get install -y curl sed grep graphviz libjpeg-dev zlib1g-dev && \
-    apt-get install -y python-matplotlib g++ && \
+    apt-get install -y python-numpy python-matplotlib g++ && \
     apt-get clean -y
 
 RUN pip install --upgrade pip && \ 
     pip install 'protobuf==3.1.0.post1' && \
-    pip install -U numpy wheel pillow && \
-    pip install -U BeautifulSoup docopt PyYAML sphinx && \
+    pip install -U wheel pillow BeautifulSoup && \
+    pip install -U docopt PyYAML sphinx && \
     pip install -U sphinx_rtd_theme recommonmark jupyter
 
 RUN curl -sSL https://cmake.org/files/v3.4/cmake-3.4.1.tar.gz | tar -xz && \
diff --git a/paddle/scripts/docker/Dockerfile.gpu b/paddle/scripts/docker/Dockerfile.gpu
index 108cfd9c9eb9fff78904ad24feb29dd23f3ad94b..b1344f275b61c8243eac83837b27eb4d99c7706b 100644
--- a/paddle/scripts/docker/Dockerfile.gpu
+++ b/paddle/scripts/docker/Dockerfile.gpu
@@ -9,13 +9,13 @@ RUN apt-get update && \
     apt-get install -y git python-pip python-dev openssh-server && \
     apt-get install -y wget unzip tar xz-utils bzip2 gzip coreutils && \
     apt-get install -y curl sed grep graphviz libjpeg-dev zlib1g-dev && \
-    apt-get install -y python-matplotlib g++ && \
+    apt-get install -y python-numpy python-matplotlib g++ && \
     apt-get clean -y
 
 RUN pip install --upgrade pip && \ 
     pip install 'protobuf==3.1.0.post1' && \
-    pip install -U numpy wheel pillow && \
-    pip install -U BeautifulSoup docopt PyYAML sphinx && \
+    pip install -U wheel pillow BeautifulSoup && \
+    pip install -U docopt PyYAML sphinx && \
     pip install -U sphinx_rtd_theme recommonmark jupyter
 
 RUN curl -sSL https://cmake.org/files/v3.4/cmake-3.4.1.tar.gz | tar -xz && \