diff --git a/CMakeLists.txt b/CMakeLists.txt
index 8012a0df899aadc411047e07e65f851dc0a38304..127493bce844a004b43e9a1ff2c4ab4eb7c6e5b0 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -37,8 +37,8 @@ include(simd)
 ################################ Configurations #######################################
 option(WITH_GPU         "Compile PaddlePaddle with NVIDIA GPU"          ${CUDA_FOUND})
 option(WITH_AVX         "Compile PaddlePaddle with AVX intrinsics"      ${AVX_FOUND})
-option(WITH_MKLDNN      "Compile PaddlePaddle with mkl-dnn support."    OFF)
-option(WITH_MKLML       "Compile PaddlePaddle with mklml package."      OFF)
+option(WITH_MKLDNN      "Compile PaddlePaddle with mkl-dnn support."    ${AVX_FOUND})
+option(WITH_MKLML       "Compile PaddlePaddle with mklml package."      ${AVX_FOUND})
 option(WITH_DSO         "Compile PaddlePaddle with dynamic linked CUDA" ON)
 option(WITH_TESTING     "Compile PaddlePaddle with unit testing"        ON)
 option(WITH_SWIG_PY     "Compile PaddlePaddle with inference api"       ON)
@@ -94,7 +94,7 @@ endif()
 
 ########################################################################################
 
-include(external/mklml)   # download mklml package
+include(external/mklml)     # download mklml package
 include(external/zlib)      # download, build, install zlib
 include(external/gflags)    # download, build, install gflags
 include(external/glog)      # download, build, install glog
diff --git a/cmake/external/mkldnn.cmake b/cmake/external/mkldnn.cmake
index 615b1ddf3501974c40e278704541cf568123d507..eff15de73f23db6dea3a7b79006bfec90d712ae5 100644
--- a/cmake/external/mkldnn.cmake
+++ b/cmake/external/mkldnn.cmake
@@ -18,10 +18,15 @@ ENDIF(NOT ${WITH_MKLDNN})
 
 INCLUDE(ExternalProject)
 
-SET(MKLDNN_PROJECT "extern_mkldnn")
-SET(MKLDNN_SOURCES_DIR ${THIRD_PARTY_PATH}/mkldnn)
-SET(MKLDNN_INSTALL_DIR "${CMAKE_INSTALL_PREFIX}/opt/paddle/third_party/mkldnn")
-SET(MKLDNN_INCLUDE_DIR "${MKLDNN_INSTALL_DIR}/include" CACHE PATH "mkldnn include directory." FORCE)
+SET(MKLDNN_PROJECT        "extern_mkldnn")
+SET(MKLDNN_SOURCES_DIR    ${THIRD_PARTY_PATH}/mkldnn)
+SET(MKLDNN_INSTALL_ROOT   ${CMAKE_INSTALL_PREFIX})
+IF(NOT "$ENV{HOME}" STREQUAL "/root")
+    SET(MKLDNN_INSTALL_ROOT  "$ENV{HOME}")
+ENDIF()
+
+SET(MKLDNN_INSTALL_DIR    "${MKLDNN_INSTALL_ROOT}/opt/paddle/third_party/mkldnn")
+SET(MKLDNN_INCLUDE_DIR    "${MKLDNN_INSTALL_DIR}/include" CACHE PATH "mkldnn include directory." FORCE)
 
 IF(WIN32)
     MESSAGE(WARNING "It is not supported compiling with mkldnn in windows Paddle yet."
diff --git a/cmake/external/mklml.cmake b/cmake/external/mklml.cmake
index c8a20ad46437b4cecb4cd07ac4471d882d436ba9..3f940756a4abb79aba7d3561db19db8532a0b673 100644
--- a/cmake/external/mklml.cmake
+++ b/cmake/external/mklml.cmake
@@ -24,8 +24,12 @@ SET(MKLML_URL           "https://github.com/01org/mkl-dnn/releases/download/v0.9
 SET(MKLML_SOURCE_DIR    "${THIRD_PARTY_PATH}/mklml")
 SET(MKLML_DOWNLOAD_DIR  "${MKLML_SOURCE_DIR}/src/${MKLML_PROJECT}")
 SET(MKLML_DST_DIR       "opt/paddle/third_party/mklml")
-SET(MKLML_INSTALL_DIR   "${CMAKE_INSTALL_PREFIX}/${MKLML_DST_DIR}")
+SET(MKLML_INSTALL_ROOT  "${CMAKE_INSTALL_PREFIX}")
+IF(NOT "$ENV{HOME}" STREQUAL "/root")
+    SET(MKLML_INSTALL_ROOT  "$ENV{HOME}")
+ENDIF()
 
+SET(MKLML_INSTALL_DIR   ${MKLML_INSTALL_ROOT}/${MKLML_DST_DIR})
 SET(MKLML_ROOT          ${MKLML_INSTALL_DIR}/${MKLML_VER})
 SET(MKLML_INC_DIR       ${MKLML_ROOT}/include)
 SET(MKLML_LIB_DIR       ${MKLML_ROOT}/lib)
@@ -50,8 +54,8 @@ ExternalProject_Add(
                           && tar -xzf ${MKLML_DOWNLOAD_DIR}/${MKLML_VER}.tgz
     DOWNLOAD_NO_PROGRESS  1
     UPDATE_COMMAND        ""
-    CMAKE_ARGS            -DCMAKE_INSTALL_PREFIX=${CMAKE_INSTALL_PREFIX} 
-    CMAKE_CACHE_ARGS      -DCMAKE_INSTALL_PREFIX:PATH=${CMAKE_INSTALL_PREFIX}
+    CMAKE_ARGS            -DCMAKE_INSTALL_PREFIX=${MKLML_INSTALL_ROOT} 
+    CMAKE_CACHE_ARGS      -DCMAKE_INSTALL_PREFIX:PATH=${MKLML_INSTALL_ROOT}
 )
 
 ADD_LIBRARY(mklml SHARED IMPORTED GLOBAL)