diff --git a/paddle/fluid/inference/tests/test.cmake b/paddle/fluid/inference/tests/test.cmake
index 6c5fe043ffa3f3dcafe2dbbebd6244467f859abf..f551b322fe00892be79dd966235504bb4f54c718 100644
--- a/paddle/fluid/inference/tests/test.cmake
+++ b/paddle/fluid/inference/tests/test.cmake
@@ -30,19 +30,20 @@ function(inference_download_and_uncompress INSTALL_DIR URL FILENAME)
       ${EXTERNAL_PROJECT_NAME}
       ${EXTERNAL_PROJECT_LOG_ARGS}
       PREFIX                ${INSTALL_DIR}
-      URL                   ${URL}/${FILENAME}
+      DOWNLOAD_COMMAND      wget -q -O ${INSTALL_DIR}/${FILENAME} ${URL}/${FILENAME} &&
+                            ${CMAKE_COMMAND} -E tar xzf ${INSTALL_DIR}/${FILENAME}
       DOWNLOAD_DIR          ${INSTALL_DIR}
       DOWNLOAD_NO_PROGRESS  1
       CONFIGURE_COMMAND     ""
       BUILD_COMMAND         ""
       UPDATE_COMMAND        ""
-      INSTALL_COMMAND       ${CMAKE_COMMAND} -E copy_directory ${UNPACK_DIR} ${INSTALL_DIR}
+      INSTALL_COMMAND       ""
   )
 endfunction()
 
 set(WORD2VEC_INSTALL_DIR "${INFERENCE_DEMO_INSTALL_DIR}/word2vec")
-if (NOT EXISTS ${WORD2VEC_INSTALL_DIR})
-    inference_download_and_uncompress(${WORD2VEC_INSTALL_DIR} ${INFERENCE_URL} "word2vec.inference.model.tar.gz")
+if(NOT EXISTS ${WORD2VEC_INSTALL_DIR} AND NOT WIN32)
+  inference_download_and_uncompress(${WORD2VEC_INSTALL_DIR} ${INFERENCE_URL} "word2vec.inference.model.tar.gz")
 endif()
 set(WORD2VEC_MODEL_DIR "${WORD2VEC_INSTALL_DIR}/word2vec.inference.model")