diff --git a/paddle/fluid/inference/analysis/CMakeLists.txt b/paddle/fluid/inference/analysis/CMakeLists.txt
index 1f2734eece578f7ec266a6f31cd46b373f010fc1..98554ed04976670c1a846cbeab69815417c0a998 100644
--- a/paddle/fluid/inference/analysis/CMakeLists.txt
+++ b/paddle/fluid/inference/analysis/CMakeLists.txt
@@ -64,10 +64,9 @@ if (NOT APPLE AND NOT WIN32)
     SRCS analyzer_tester.cc
     EXTRA_DEPS reset_tensor_array paddle_fluid_shared
     ARGS --inference_model_dir=${WORD2VEC_MODEL_DIR})
-elseif(NOT WIN32)
-  # TODO: Fix this unittest failed on Windows
-  inference_analysis_test(test_analyzer
-    SRCS analyzer_tester.cc
-    EXTRA_DEPS reset_tensor_array paddle_inference_api
-    ARGS --inference_model_dir=${WORD2VEC_MODEL_DIR})
+elseif(WIN32)
+    inference_analysis_test(test_analyzer
+      SRCS analyzer_tester.cc
+      EXTRA_DEPS reset_tensor_array paddle_inference_api
+      ARGS --inference_model_dir=${WORD2VEC_MODEL_DIR})
 endif()
diff --git a/paddle/fluid/inference/api/CMakeLists.txt b/paddle/fluid/inference/api/CMakeLists.txt
index 30e8386f4c86e308372b5dd6328c7d3785a073b1..fb0ad31a3e612201de32813a65970c73b73b611b 100755
--- a/paddle/fluid/inference/api/CMakeLists.txt
+++ b/paddle/fluid/inference/api/CMakeLists.txt
@@ -54,8 +54,7 @@ if(WITH_TESTING)
                         ARGS --word2vec_dirname=${WORD2VEC_MODEL_DIR} --book_dirname=${PYTHON_TESTS_DIR}/book)
     set_tests_properties(test_api_impl PROPERTIES DEPENDS test_image_classification)
     set_tests_properties(test_api_impl PROPERTIES LABELS "RUN_TYPE=DIST")
-  elseif(NOT WIN32)
-    # TODO: Fix this unittest failed on Windows
+  elseif(WIN32)
     inference_base_test(test_api_impl SRCS api_impl_tester.cc DEPS ${inference_deps}
                         ARGS --word2vec_dirname=${WORD2VEC_MODEL_DIR} --book_dirname=${PYTHON_TESTS_DIR}/book)
     set_tests_properties(test_api_impl PROPERTIES DEPENDS test_image_classification)
@@ -67,8 +66,7 @@ endif()
 if (NOT APPLE AND NOT WIN32)
   cc_test(test_analysis_predictor SRCS analysis_predictor_tester.cc DEPS paddle_fluid_shared
           ARGS --dirname=${WORD2VEC_MODEL_DIR})
-elseif (NOT WIN32)
-  # TODO: Fix this unittest failed on Windows
+elseif (WIN32)
   cc_test(test_analysis_predictor SRCS analysis_predictor_tester.cc DEPS analysis_predictor benchmark ${inference_deps}
           ARGS --dirname=${WORD2VEC_MODEL_DIR})
 endif()
diff --git a/paddle/fluid/inference/tests/test.cmake b/paddle/fluid/inference/tests/test.cmake
index 72816f6d0317600ad6bf8ffc4ad31bd1a23d7c30..b9f979f96d4b106642795151fb8e34b025b2caef 100644
--- a/paddle/fluid/inference/tests/test.cmake
+++ b/paddle/fluid/inference/tests/test.cmake
@@ -32,19 +32,20 @@ function(inference_download_and_uncompress INSTALL_DIR URL FILENAME)
       ${EXTERNAL_PROJECT_NAME}
       ${EXTERNAL_PROJECT_LOG_ARGS}
       PREFIX                ${INSTALL_DIR}
-      DOWNLOAD_COMMAND      wget --no-check-certificate -q -O ${INSTALL_DIR}/${FILENAME} ${URL}/${FILENAME} &&
-                            ${CMAKE_COMMAND} -E tar xzf ${INSTALL_DIR}/${FILENAME}
+      URL                   ${URL}/${FILENAME}
       DOWNLOAD_DIR          ${INSTALL_DIR}
+      DOWNLOAD_NO_EXTRACT   1
       DOWNLOAD_NO_PROGRESS  1
       CONFIGURE_COMMAND     ""
-      BUILD_COMMAND         ""
+      BUILD_COMMAND         ${CMAKE_COMMAND} -E chdir ${INSTALL_DIR}
+                            ${CMAKE_COMMAND} -E tar xzf ${FILENAME}
       UPDATE_COMMAND        ""
       INSTALL_COMMAND       ""
   )
 endfunction()
 
 set(WORD2VEC_INSTALL_DIR "${INFERENCE_DEMO_INSTALL_DIR}/word2vec")
-if(NOT EXISTS ${WORD2VEC_INSTALL_DIR} AND NOT WIN32)
+if(NOT EXISTS ${WORD2VEC_INSTALL_DIR})
   inference_download_and_uncompress(${WORD2VEC_INSTALL_DIR} ${INFERENCE_URL} "word2vec.inference.model.tar.gz")
 endif()
 set(WORD2VEC_MODEL_DIR "${WORD2VEC_INSTALL_DIR}/word2vec.inference.model")