diff --git a/cmake/external/anakin.cmake b/cmake/external/anakin.cmake
index 55ae6b7408c93653a1de489240824f21826e577d..86e91a9602871f7969f5602be0894593c7526873 100644
--- a/cmake/external/anakin.cmake
+++ b/cmake/external/anakin.cmake
@@ -10,7 +10,35 @@ set(ANAKIN_LIBRARY     ${ANAKIN_INSTALL_DIR})
 SET(ANAKIN_SHARED_LIB  ${ANAKIN_LIBRARY}/libanakin.so)
 SET(ANAKIN_SABER_LIB   ${ANAKIN_LIBRARY}/libanakin_saber_common.so)
 
-include_directories(${ANAKIN_INCLUDE})
+# A helper function used in Anakin, currently, to use it, one need to recursively include
+# nearly all the header files.
+function(fetch_include_recursively root_dir)
+    if (IS_DIRECTORY ${root_dir})
+        include_directories(${root_dir})
+    endif()
+
+    file(GLOB ALL_SUB RELATIVE ${root_dir} ${root_dir}/*)
+    foreach(sub ${ALL_SUB})
+        if (IS_DIRECTORY ${root_dir}/${sub})
+            fetch_include_recursively(${root_dir}/${sub})
+        endif()
+    endforeach()
+endfunction()
+fetch_include_recursively(${ANAKIN_INCLUDE})
+
+# A nother helper function used in Anakin.
+function(target_fetch_include_recursively root_dir target_name)
+    if (IS_DIRECTORY ${root_dir})
+        target_include_directories(${target_name} PUBLIC ${root_dir})
+    endif()
+
+    file(GLOB ALL_SUB RELATIVE ${root_dir} ${root_dir}/*)
+    foreach(sub ${ALL_SUB})
+        if (IS_DIRECTORY ${root_dir}/${sub})
+            target_include_directories(${target_name} PUBLIC ${root_dir}/${sub})
+        endif()
+    endforeach()
+endfunction()
 
 set(ANAKIN_COMPILE_EXTRA_FLAGS 
     -Wno-error=unused-but-set-variable -Wno-unused-but-set-variable
@@ -29,7 +57,7 @@ ExternalProject_Add(
     extern_anakin
     ${EXTERNAL_PROJECT_LOG_ARGS}
     GIT_REPOSITORY      "https://github.com/luotao1/Anakin"
-    GIT_TAG             "20f6cb94a0f6ebbef0b45068b34baeb07242bac7"
+    GIT_TAG             "3957ae9263eaa0b1986758dac60a88852afb09be"
     PREFIX              ${ANAKIN_SOURCE_DIR}
     UPDATE_COMMAND      ""
     CMAKE_ARGS          -DUSE_GPU_PLACE=YES
@@ -41,28 +69,10 @@ ExternalProject_Add(
                         ${EXTERNAL_OPTIONAL_ARGS}
     CMAKE_CACHE_ARGS    -DCMAKE_INSTALL_PREFIX:PATH=${ANAKIN_INSTALL_DIR}
 )
-# must manualy copy anakin_config.h to install dir. 
-execute_process(COMMAND bash -c "cp ${ANAKIN_INSTALL_DIR}/../../extern_anakin-build/anakin_config.h ${ANAKIN_INSTALL_DIR}")
-
-# A helper function used in Anakin, currently, to use it, one need to recursively include
-# nearly all the header files.
-function(fetch_include_recursively root_dir)
-    if (IS_DIRECTORY ${root_dir})
-        include_directories(${root_dir})
-    endif()
-
-    file(GLOB ALL_SUB RELATIVE ${root_dir} ${root_dir}/*)
-    foreach(sub ${ALL_SUB})
-        if (IS_DIRECTORY ${root_dir}/${sub})
-            fetch_include_recursively(${root_dir}/${sub})
-        endif()
-    endforeach()
-endfunction()
 
 message(STATUS "Anakin for inference is enabled")
 message(STATUS "Anakin is set INCLUDE:${ANAKIN_INCLUDE} LIBRARY:${ANAKIN_LIBRARY}")
 
-
 add_dependencies(extern_anakin protobuf mklml)
 add_library(anakin SHARED IMPORTED GLOBAL)
 set_property(TARGET anakin PROPERTY IMPORTED_LOCATION ${ANAKIN_SHARED_LIB})
diff --git a/cmake/inference_lib.cmake b/cmake/inference_lib.cmake
index aeb081e76e5bc5b9d3d81ce625195c800174ab6c..834ab5a9e527355d3664313d38cd4920f6fbf535 100644
--- a/cmake/inference_lib.cmake
+++ b/cmake/inference_lib.cmake
@@ -143,7 +143,7 @@ if (WITH_ANAKIN AND WITH_GPU)
     copy(anakin_inference_lib DEPS paddle_inference_api inference_anakin_api
         SRCS
         ${PADDLE_BINARY_DIR}/paddle/fluid/inference/api/libinference_anakin_api* # compiled anakin api
-        ${PADDLE_BINARY_DIR}/third_party/install/anakin/*.tar.gz # anakin release
+        ${ANAKIN_INSTALL_DIR} # anakin release
         DSTS ${dst_dir}/inference/anakin ${dst_dir}/inference/anakin)
      list(APPEND inference_deps anakin_inference_lib)
 endif()
diff --git a/paddle/fluid/inference/api/CMakeLists.txt b/paddle/fluid/inference/api/CMakeLists.txt
index 738b9d42c028f372592ffcd18fbfd81e3efe055c..d3bff665cc59e26c3c1c36942359d9321fbc97cb 100644
--- a/paddle/fluid/inference/api/CMakeLists.txt
+++ b/paddle/fluid/inference/api/CMakeLists.txt
@@ -61,18 +61,24 @@ inference_api_test(test_api_tensorrt_subgraph_engine SRC api_tensorrt_subgraph_e
 endif()
 
 if (WITH_ANAKIN) # only needed in CI
-    fetch_include_recursively(${ANAKIN_INCLUDE})
     # compile the libinference_anakin_api.a and anakin.so.
     nv_library(inference_anakin_api SRCS api.cc api_anakin_engine.cc DEPS anakin)
     nv_library(inference_anakin_api_shared SHARED SRCS api.cc api_anakin_engine.cc DEPS anakin)
-    target_compile_options(inference_anakin_api BEFORE PUBLIC ${ANAKIN_COMPILE_EXTRA_FLAGS})
-    target_compile_options(inference_anakin_api_shared BEFORE PUBLIC ${ANAKIN_COMPILE_EXTRA_FLAGS})
     set(ANAKIN_DEPS_LIB ${ANAKIN_SHARED_LIB} ${ANAKIN_SABER_LIB} ${CUDNN_LIBRARY})
-    target_link_libraries(inference_anakin_api ${ANAKIN_DEPS_LIB})
-    target_link_libraries(inference_anakin_api_shared ${ANAKIN_DEPS_LIB})
+    function(anakin_target target_name)
+      target_fetch_include_recursively(${ANAKIN_INCLUDE} ${target_name})
+      target_compile_options(${target_name} BEFORE PUBLIC ${ANAKIN_COMPILE_EXTRA_FLAGS})
+      target_link_libraries(${target_name} ${ANAKIN_DEPS_LIB})
+    endfunction()
+    anakin_target(inference_anakin_api)
+    anakin_target(inference_anakin_api_shared)
     if (WITH_TESTING)
+        set(ANAKIN_MODLE_URL "http://paddle-inference-dist.bj.bcebos.com/mobilenet_v2.anakin.bin")
+        add_custom_command(OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/.timestamp
+          COMMAND cd ${CMAKE_CURRENT_BINARY_DIR} && wget --no-check-certificate ${ANAKIN_MODLE_URL}
+          WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
         cc_test(inference_anakin_test SRCS api_anakin_engine_tester.cc
-                ARGS --model=/home/luotao02/download/anakin/mobilenet_v2.anakin.bin
+                ARGS --model=${CMAKE_CURRENT_BINARY_DIR}/mobilenet_v2.anakin.bin
                 DEPS inference_anakin_api_shared dynload_cuda SERIAL)
         target_compile_options(inference_anakin_test BEFORE PUBLIC ${ANAKIN_COMPILE_EXTRA_FLAGS})
     endif(WITH_TESTING)