diff --git a/cmake/cblas.cmake b/cmake/cblas.cmake
index 6056b53bc2218fb24d2e97b281b9a0d68bc9a306..8e762be646acb814272f522cc229df307d88679e 100644
--- a/cmake/cblas.cmake
+++ b/cmake/cblas.cmake
@@ -69,15 +69,21 @@ if(NOT DEFINED CBLAS_PROVIDER)
     PATHS ${OPENBLAS_LIB_SEARCH_PATHS})
 
   if(OPENBLAS_LAPACKE_INC_DIR AND OPENBLAS_INC_DIR AND OPENBLAS_LIB)
-    set(CBLAS_PROVIDER OPENBLAS)
-    set(CBLAS_INC_DIR ${OPENBLAS_INC_DIR} ${OPENBLAS_LAPACKE_INC_DIR})
-    set(CBLAS_LIBRARIES ${OPENBLAS_LIB})
-
-    add_definitions(-DPADDLE_USE_OPENBLAS)
-    add_definitions(-DLAPACK_FOUND)
-
-    message(STATUS "Found OpenBLAS (include: ${OPENBLAS_INC_DIR}, library: ${CBLAS_LIBRARIES})")
-    message(STATUS "Found lapack in OpenBLAS (include: ${OPENBLAS_LAPACKE_INC_DIR})")
+    file(READ "${OPENBLAS_INC_DIR}/openblas_config.h" config_file)
+    string(REGEX MATCH "OpenBLAS ([0-9]+\.[0-9]+\.[0-9]+)" tmp ${config_file})
+    string(REGEX MATCH "([0-9]+\.[0-9]+\.[0-9]+)" ver ${tmp})
+    
+    if (${ver} VERSION_EQUAL "0.3.7")
+      set(CBLAS_PROVIDER OPENBLAS)
+      set(CBLAS_INC_DIR ${OPENBLAS_INC_DIR} ${OPENBLAS_LAPACKE_INC_DIR})
+      set(CBLAS_LIBRARIES ${OPENBLAS_LIB})
+
+      add_definitions(-DPADDLE_USE_OPENBLAS)
+      add_definitions(-DLAPACK_FOUND)
+
+      message(STATUS "Found OpenBLAS (include: ${OPENBLAS_INC_DIR}, library: ${CBLAS_LIBRARIES})")
+      message(STATUS "Found lapack in OpenBLAS (include: ${OPENBLAS_LAPACKE_INC_DIR})")
+    endif()
   endif()
 endif()
 
diff --git a/cmake/third_party.cmake b/cmake/third_party.cmake
index d33edef38ca7b36ce0b0474407ae7363884bfdaa..e3a78d3cf3bfe0c12d42ab7039fd3377fda6cdef 100644
--- a/cmake/third_party.cmake
+++ b/cmake/third_party.cmake
@@ -215,6 +215,8 @@ list(APPEND third_party_deps extern_eigen3 extern_gflags extern_glog extern_boos
 list(APPEND third_party_deps extern_zlib extern_dlpack extern_warpctc extern_threadpool)
 
 include(cblas)              	# find first, then download, build, install openblas
+
+message(STATUS "CBLAS_PROVIDER: ${CBLAS_PROVIDER}")
 if(${CBLAS_PROVIDER} STREQUAL MKLML)
     list(APPEND third_party_deps extern_mklml)
 elseif(${CBLAS_PROVIDER} STREQUAL EXTERN_OPENBLAS)