diff --git a/cmake/external/boost.cmake b/cmake/external/boost.cmake
index f14195480b7dc80df0566c9b09075797010fe289..d88d693d8286d1efab5242fb758331ef64663a4d 100644
--- a/cmake/external/boost.cmake
+++ b/cmake/external/boost.cmake
@@ -46,6 +46,7 @@ ExternalProject_Add(
     ${BOOST_PROJECT}
     ${EXTERNAL_PROJECT_LOG_ARGS}
     "${BOOST_DOWNLOAD_CMD}"
+    URL_MD5               f891e8c2c9424f0565f0129ad9ab4aff
     PREFIX                ${BOOST_PREFIX_DIR}
     DOWNLOAD_DIR          ${BOOST_SOURCE_DIR}
     SOURCE_DIR            ${BOOST_SOURCE_DIR}
diff --git a/cmake/external/mkldnn.cmake b/cmake/external/mkldnn.cmake
index 5ea03e6ea481eb18efb422301091d0b98fa4cc72..ce5603b24b687daacea784c96fc00b828e513c97 100644
--- a/cmake/external/mkldnn.cmake
+++ b/cmake/external/mkldnn.cmake
@@ -110,7 +110,7 @@ if(WIN32)
     add_custom_command(TARGET ${MKLDNN_PROJECT} POST_BUILD VERBATIM
         COMMAND echo EXPORTS >> ${MKLDNN_INSTALL_DIR}/bin/mkldnn.def)
     add_custom_command(TARGET ${MKLDNN_PROJECT} POST_BUILD VERBATIM
-        COMMAND echo off &&(for /f "skip=19 tokens=4" %A in (${MKLDNN_INSTALL_DIR}/bin/exports.txt) do echo %A >> ${MKLDNN_INSTALL_DIR}/bin/mkldnn.def)&& echo on)
+        COMMAND echo off && (for /f "skip=19 tokens=4" %A in (${MKLDNN_INSTALL_DIR}/bin/exports.txt) do echo %A >> ${MKLDNN_INSTALL_DIR}/bin/mkldnn.def) && echo on)
     add_custom_command(TARGET ${MKLDNN_PROJECT} POST_BUILD VERBATIM
         COMMAND lib /def:${MKLDNN_INSTALL_DIR}/bin/mkldnn.def /out:${MKLDNN_INSTALL_DIR}/bin/mkldnn.lib /machine:x64)
 else(WIN32)
diff --git a/cmake/external/mklml.cmake b/cmake/external/mklml.cmake
index 4cf9b626d15472206f47cd604d0b5b87089c4476..d99cb1952951c4c9e1ac7d7b1d727d28e8750ec6 100644
--- a/cmake/external/mklml.cmake
+++ b/cmake/external/mklml.cmake
@@ -24,6 +24,7 @@ SET(CMAKE_INSTALL_RPATH "${CMAKE_INSTALL_RPATH}" "${MKLML_ROOT}/lib")
 IF(WIN32)
     SET(MKLML_VER "mklml_win_2019.0.5.20190502" CACHE STRING "" FORCE)
     SET(MKLML_URL "https://paddlepaddledeps.bj.bcebos.com/${MKLML_VER}.zip" CACHE STRING "" FORCE)
+    SET(MKLML_URL_MD5             ff8c5237570f03eea37377ccfc95a08a)
     SET(MKLML_LIB                 ${MKLML_LIB_DIR}/mklml.lib)
     SET(MKLML_IOMP_LIB            ${MKLML_LIB_DIR}/libiomp5md.lib)
     SET(MKLML_SHARED_LIB          ${MKLML_LIB_DIR}/mklml.dll)
@@ -33,6 +34,7 @@ ELSE()
     #  Now enable csrmm function in mklml library temporarily, it will be updated as offical version later.
     SET(MKLML_VER "csrmm_mklml_lnx_2019.0.5" CACHE STRING "" FORCE)
     SET(MKLML_URL "http://paddlepaddledeps.bj.bcebos.com/${MKLML_VER}.tgz" CACHE STRING "" FORCE)
+    SET(MKLML_URL_MD5             bc6a7faea6a2a9ad31752386f3ae87da)
     SET(MKLML_LIB                 ${MKLML_LIB_DIR}/libmklml_intel.so)
     SET(MKLML_IOMP_LIB            ${MKLML_LIB_DIR}/libiomp5.so)
     SET(MKLML_SHARED_LIB          ${MKLML_LIB_DIR}/libmklml_intel.so)
@@ -52,6 +54,7 @@ ExternalProject_Add(
     ${MKLML_PROJECT}
     ${EXTERNAL_PROJECT_LOG_ARGS}
     "${MKLML_DOWNLOAD_CMD}"
+    URL_MD5               ${MKLML_URL_MD5}
     PREFIX                ${MKLML_PREFIX_DIR}
     DOWNLOAD_DIR          ${MKLML_SOURCE_DIR}
     SOURCE_DIR            ${MKLML_SOURCE_DIR}
diff --git a/cmake/third_party.cmake b/cmake/third_party.cmake
index 2ae4518c9dfd78530715ce834851a79af72ac7ef..d33edef38ca7b36ce0b0474407ae7363884bfdaa 100644
--- a/cmake/third_party.cmake
+++ b/cmake/third_party.cmake
@@ -108,13 +108,18 @@ ENDMACRO()
 # 2. NAME:          The name of file, that determin the dirname
 #
 FUNCTION(file_download_and_uncompress URL NAME)
-  MESSAGE(STATUS "Download dependence[${NAME}] from ${URL}")
+  set(options "")
+  set(oneValueArgs MD5)
+  set(multiValueArgs "")
+  cmake_parse_arguments(URL "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
+  MESSAGE(STATUS "Download dependence[${NAME}] from ${URL}, MD5: ${URL_MD5}")
   SET(${NAME}_INCLUDE_DIR ${THIRD_PARTY_PATH}/${NAME}/data PARENT_SCOPE)
   ExternalProject_Add(
       download_${NAME}
       ${EXTERNAL_PROJECT_LOG_ARGS}
       PREFIX                ${THIRD_PARTY_PATH}/${NAME}
       URL                   ${URL}
+      URL_MD5               ${URL_MD5}
       TIMEOUT               120
       DOWNLOAD_DIR          ${THIRD_PARTY_PATH}/${NAME}/data/
       SOURCE_DIR            ${THIRD_PARTY_PATH}/${NAME}/data/
@@ -244,7 +249,7 @@ if(WITH_GPU)
         list(APPEND third_party_deps extern_cub)
     endif()
     set(URL  "https://paddlepaddledeps.bj.bcebos.com/externalErrorMsg.tar.gz" CACHE STRING "" FORCE)
-    file_download_and_uncompress(${URL} "externalError")   # download file externalErrorMsg.tar.gz
+    file_download_and_uncompress(${URL} "externalError" MD5 c0749523ebb536eb7382487d645d9cd4)   # download file externalErrorMsg.tar.gz
     if(WITH_TESTING)
         # copy externalErrorMsg.pb for unittest 'enforce_test'
         set(SRC_DIR ${THIRD_PARTY_PATH}/externalError/data)