diff --git a/cmake/generic.cmake b/cmake/generic.cmake
index cae9524b2fe1417f7792cbfd959280206f473797..97196114ff639f8f4645c8e31932f7b75943d59c 100644
--- a/cmake/generic.cmake
+++ b/cmake/generic.cmake
@@ -284,7 +284,7 @@ function(go_library TARGET_NAME)
   add_custom_command(TARGET ${TARGET_NAME} POST_BUILD
     COMMAND rm "${${TARGET_NAME}_LIB_PATH}"
     # Golang build source code
-    COMMAND env GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} build ${BUILD_MODE}
+    COMMAND env LIBRARY_PATH=${CMAKE_BINARY_DIR}/go/pserver/client/c/:$ENV{LIBRARY_PATH} GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} build ${BUILD_MODE}
     -o "${${TARGET_NAME}_LIB_PATH}"
     "./${CMAKE_CURRENT_SOURCE_REL_DIR}/${GO_SOURCE}"
     # must run under GOPATH
@@ -300,10 +300,11 @@ function(go_binary TARGET_NAME)
   string(REPLACE "${PADDLE_GO_PATH}/" "" CMAKE_CURRENT_SOURCE_REL_DIR ${CMAKE_CURRENT_SOURCE_DIR})
 
   add_custom_command(OUTPUT ${TARGET_NAME}_timestamp
-    COMMAND env GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} build
+      COMMAND env LIBRARY_PATH=${CMAKE_BINARY_DIR}/go/pserver/client/c/:$ENV{LIBRARY_PATH}
+      GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} build
     -o "${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME}"
     "./${CMAKE_CURRENT_SOURCE_REL_DIR}/${go_binary_SRCS}"
-  WORKING_DIRECTORY "${PADDLE_IN_GOPATH}/go")
+    WORKING_DIRECTORY "${PADDLE_IN_GOPATH}/go")
   # TODO: don't know what ${TARGET_NAME}_link does
   add_custom_target(${TARGET_NAME} ALL DEPENDS go_vendor ${TARGET_NAME}_timestamp ${go_binary_DEPS})
   install(PROGRAMS ${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME} DESTINATION bin)
diff --git a/go/cmd/master/CMakeLists.txt b/go/cmd/master/CMakeLists.txt
index 9e149967e71c9439bb00b973aa8723a809604aaf..1058ffa86b3f00b5e9525edca39a843da9b62db8 100644
--- a/go/cmd/master/CMakeLists.txt
+++ b/go/cmd/master/CMakeLists.txt
@@ -12,4 +12,4 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-go_binary(master SRC master.go)
+go_binary(master SRC master.go DEPS paddle_go_optimizer)
diff --git a/go/cmd/pserver/CMakeLists.txt b/go/cmd/pserver/CMakeLists.txt
index bc1da3348cc21377421ce3db21ab8d4a8ee05894..51db6dff043db362460dcbb7328c99d3cdd51a9b 100644
--- a/go/cmd/pserver/CMakeLists.txt
+++ b/go/cmd/pserver/CMakeLists.txt
@@ -12,4 +12,4 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-go_binary(pserver SRCS pserver.go)
+go_binary(pserver SRCS pserver.go DEPS paddle_go_optimizer)
diff --git a/go/pserver/optimizer.go b/go/pserver/optimizer.go
index d84f55b98742dbd00a8495b72e04d31f5bfc2782..2c9b0d5652a6e4a0a3e6c72e4255b619e028487d 100644
--- a/go/pserver/optimizer.go
+++ b/go/pserver/optimizer.go
@@ -2,7 +2,7 @@ package pserver
 
 // #cgo CFLAGS: -I ../../
 // //FIXME: ldflags contain "build" path
-// #cgo LDFLAGS: ../../build/go/pserver/client/c/libpaddle_go_optimizer.a -lstdc++ -lm
+// #cgo LDFLAGS: -lpaddle_go_optimizer -lstdc++ -lm
 // #include "paddle/optimizer/optimizer.h"
 // #include <stdlib.h>
 // #include <string.h>