diff --git a/doc/build/build_from_source.md b/doc/build/build_from_source.md
index c71ff260f8d0acae99f9e4752642ca8ee984f993..6f9e03f2c28f1d3fbbe8ae4b0d3a3e3a8082f8d0 100644
--- a/doc/build/build_from_source.md
+++ b/doc/build/build_from_source.md
@@ -48,7 +48,7 @@ sudo apt-get install libgflags-dev
 sudo apt-get install libgtest-dev
 sudo pip install wheel
 pushd /usr/src/gtest
-cmake ..
+cmake .
 make
 sudo cp *.a /usr/lib
 popd
@@ -106,19 +106,19 @@ Here are some examples of cmake command with different options:
 **only cpu**
 
 ```bash
-cmake -DWITH_GPU=OFF -DWITH_DOC=OFF ..
+cmake -DWITH_GPU=OFF -DWITH_DOC=OFF
 ```
 
 **gpu**
 
 ```bash
-cmake -DWITH_GPU=ON -DWITH_DOC=OFF ..
+cmake -DWITH_GPU=ON -DWITH_DOC=OFF
 ```
 
 **gpu with doc and swig**
 
 ```bash
-cmake -DWITH_GPU=ON -DWITH_DOC=ON -DWITH_SWIG_PY=ON ..
+cmake -DWITH_GPU=ON -DWITH_DOC=ON -DWITH_SWIG_PY=ON
 ``` 
 
 Finally, you can download source code and build:
@@ -232,19 +232,19 @@ Here are some examples of CMake command with different options:
 **only cpu**
 
 ```bash
-cmake -DWITH_GPU=OFF -DWITH_DOC=OFF ..
+cmake -DWITH_GPU=OFF -DWITH_DOC=OFF
 ```
 
 **gpu**
 
 ```bash
-cmake -DWITH_GPU=ON -DWITH_DOC=OFF ..
+cmake -DWITH_GPU=ON -DWITH_DOC=OFF
 ```
 
 **gpu with doc and swig**
 
 ```bash
-cmake -DWITH_GPU=ON -DWITH_DOC=ON -DWITH_SWIG_PY=ON ..
+cmake -DWITH_GPU=ON -DWITH_DOC=ON -DWITH_SWIG_PY=ON
 ``` 
 
 Finally, you can download source code and build: