diff --git a/cmake/inference_lib.cmake b/cmake/inference_lib.cmake
index 077072f6eadb0c48f4ae32f94828613d89ed01c9..a3e682e54ac496e37ed4a33a7b30d9fdca381d9d 100644
--- a/cmake/inference_lib.cmake
+++ b/cmake/inference_lib.cmake
@@ -18,7 +18,7 @@ function(copy TARGET)
     set(oneValueArgs "")
     set(multiValueArgs SRCS DSTS DEPS)
     cmake_parse_arguments(copy_lib "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
-    set(inference_lib_dist_dep ${TARGET} ${inference_lib_dist_dep} PARENT_SCOPE)
+    set(fluid_lib_dist_dep ${TARGET} ${fluid_lib_dist_dep} PARENT_SCOPE)
 
     list(LENGTH copy_lib_SRCS copy_lib_SRCS_len)
     list(LENGTH copy_lib_DSTS copy_lib_DSTS_len)
@@ -185,7 +185,8 @@ copy(cmake_cache
   SRCS ${CMAKE_CURRENT_BINARY_DIR}/CMakeCache.txt
   DSTS ${FLUID_INSTALL_DIR})
 
-add_custom_target(inference_lib_dist DEPENDS ${inference_lib_dist_dep}) 
+# This command generates a complete fluid library for both train and inference
+add_custom_target(fluid_lib_dist DEPENDS ${fluid_lib_dist_dep}) 
 
 # paddle fluid version
 execute_process(
diff --git a/paddle/fluid/train/demo/README.md b/paddle/fluid/train/demo/README.md
index 41b01d33828f750f67bba5f82cb7ed6fe4d4ea0a..191da20669e185d819ec5eed55427461cc0b10e4 100644
--- a/paddle/fluid/train/demo/README.md
+++ b/paddle/fluid/train/demo/README.md
@@ -15,7 +15,7 @@ cmake .. -DFLUID_INSTALL_DIR=$PADDLE_LIB \
          -DWITH_MKL=OFF \
          -DWITH_MKLDNN=OFF
 make -j8
-make -j8 inference_lib_dist
+make -j8 fluid_lib_dist
 ```
 
 ### step 2. generate program desc
diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index b97e63ecc85872ebccb21f37bb4f2f00d49b4599..da6f5ca1586a570fb548d7b987330a8d58156e24 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -648,25 +648,25 @@ function gen_capi_package() {
     fi
 }
 
-function gen_fluid_inference_lib() {
+function gen_fluid_lib() {
     mkdir -p ${PADDLE_ROOT}/build
     cd ${PADDLE_ROOT}/build
     if [[ ${WITH_C_API:-OFF} == "OFF" && ${WITH_INFERENCE:-ON} == "ON" ]] ; then
         cat <<EOF
     ========================================
-    Generating fluid inference library ...
+    Generating fluid library for train and inference ...
     ========================================
 EOF
         cmake .. -DWITH_DISTRIBUTE=OFF
-        make -j `nproc` inference_lib_dist
+        make -j `nproc` fluid_lib_dist
       fi
 }
 
-function tar_fluid_inference_lib() {
+function tar_fluid_lib() {
     if [[ ${WITH_C_API:-OFF} == "OFF" && ${WITH_INFERENCE:-ON} == "ON" ]] ; then
         cat <<EOF
     ========================================
-    Taring fluid inference library ...
+    Taring fluid library for train and inference ...
     ========================================
 EOF
         cd ${PADDLE_ROOT}/build
@@ -675,11 +675,11 @@ EOF
       fi
 }
 
-function test_fluid_inference_lib() {
+function test_fluid_lib() {
     if [[ ${WITH_C_API:-OFF} == "OFF" && ${WITH_INFERENCE:-ON} == "ON" ]] ; then
         cat <<EOF
     ========================================
-    Testing fluid inference library ...
+    Testing fluid library for inference ...
     ========================================
 EOF
         cd ${PADDLE_ROOT}/paddle/fluid/inference/api/demo_ci
@@ -731,9 +731,9 @@ function main() {
         ;;
       fluid_inference_lib)
         cmake_gen ${PYTHON_ABI:-""}
-        gen_fluid_inference_lib
-        tar_fluid_inference_lib
-        test_fluid_inference_lib
+        gen_fluid_lib
+        tar_fluid_lib
+        test_fluid_lib
         ;;
       check_style)
         check_style
@@ -744,8 +744,8 @@ function main() {
         assert_api_not_changed ${PYTHON_ABI:-""}
         run_test
         gen_capi_package
-        gen_fluid_inference_lib
-        test_fluid_inference_lib
+        gen_fluid_lib
+        test_fluid_lib
         assert_api_spec_approvals
         ;;
       maccheck)