diff --git a/cmake/external/boost.cmake b/cmake/external/boost.cmake
index d88d693d8286d..0c1ec19a2c293 100644
--- a/cmake/external/boost.cmake
+++ b/cmake/external/boost.cmake
@@ -23,7 +23,10 @@ set(BOOST_PROJECT       "extern_boost")
 # checked that the devtools package of CentOS 6 installs boost 1.41.0.
 # So we use 1.41.0 here.
 set(BOOST_VER   "1.41.0")
-set(BOOST_TAR   "boost_1_41_0" CACHE STRING "" FORCE)
+# boost_1_41_0_2021_10.tar.gz is almost the same with boost_1_41_0.tar.gz,
+# except in visualc.hpp i comment a warning of "unknown compiler version",
+# so if you need to change boost, you may need to block the warning similarly.
+set(BOOST_TAR   "boost_1_41_0_2021_10" CACHE STRING "" FORCE)
 set(BOOST_URL   "http://paddlepaddledeps.bj.bcebos.com/${BOOST_TAR}.tar.gz" CACHE STRING "" FORCE)
 
 MESSAGE(STATUS "BOOST_VERSION: ${BOOST_VER}, BOOST_URL: ${BOOST_URL}")
@@ -46,7 +49,7 @@ ExternalProject_Add(
     ${BOOST_PROJECT}
     ${EXTERNAL_PROJECT_LOG_ARGS}
     "${BOOST_DOWNLOAD_CMD}"
-    URL_MD5               f891e8c2c9424f0565f0129ad9ab4aff
+    URL_MD5               51be7cc203628dc0848e97eee32d79e3
     PREFIX                ${BOOST_PREFIX_DIR}
     DOWNLOAD_DIR          ${BOOST_SOURCE_DIR}
     SOURCE_DIR            ${BOOST_SOURCE_DIR}