diff --git a/paddle/fluid/inference/api/CMakeLists.txt b/paddle/fluid/inference/api/CMakeLists.txt
index 5a1b6678074a26fff837bdb21973e5770743bf81..8bf4c5499db85fcfd64bd5350667c0e71fb6d220 100755
--- a/paddle/fluid/inference/api/CMakeLists.txt
+++ b/paddle/fluid/inference/api/CMakeLists.txt
@@ -51,11 +51,11 @@ cc_test(test_paddle_inference_api SRCS api_tester.cc DEPS paddle_inference_api)
 if(WITH_TESTING)
   if (NOT APPLE AND NOT WIN32)
     inference_base_test(test_api_impl SRCS api_impl_tester.cc DEPS paddle_fluid_shared
-                        ARGS --word2vec_dirname=${WORD2VEC_MODEL_DIR} --book_dirname=${PYTHON_TESTS_DIR}/book)
+      ARGS --word2vec_dirname=${WORD2VEC_MODEL_DIR} --book_dirname=${IMG_CLS_RESNET_INSTALL_DIR})
     set_tests_properties(test_api_impl PROPERTIES DEPENDS test_image_classification)
   elseif(WIN32)
     inference_base_test(test_api_impl SRCS api_impl_tester.cc DEPS ${inference_deps}
-                        ARGS --word2vec_dirname=${WORD2VEC_MODEL_DIR} --book_dirname=${PYTHON_TESTS_DIR}/book)
+      ARGS --word2vec_dirname=${WORD2VEC_MODEL_DIR} --book_dirname=${IMG_CLS_RESNET_INSTALL_DIR})
     set_tests_properties(test_api_impl PROPERTIES DEPENDS test_image_classification)
   endif()
 
diff --git a/paddle/fluid/inference/tests/test.cmake b/paddle/fluid/inference/tests/test.cmake
index 9bde2a99db1b75a454b005eec2d237294c7aa815..b35ea51833ff1ff3b5654b8ec53f4123ed3094e3 100644
--- a/paddle/fluid/inference/tests/test.cmake
+++ b/paddle/fluid/inference/tests/test.cmake
@@ -51,6 +51,12 @@ if(NOT EXISTS ${WORD2VEC_INSTALL_DIR}/word2vec.inference.model.tar.gz)
 endif()
 set(WORD2VEC_MODEL_DIR "${WORD2VEC_INSTALL_DIR}/word2vec.inference.model")
 
+set(IMG_CLS_RESNET_INSTALL_DIR "${INFERENCE_DEMO_INSTALL_DIR}/image_classification_resnet")
+if(NOT EXISTS ${IMG_CLS_RESNET_INSTALL_DIR}/image_classification_resnet.inference.model.tgz)
+  inference_download_and_uncompress(${IMG_CLS_RESNET_INSTALL_DIR} ${INFERENCE_URL} "image_classification_resnet.inference.model.tgz")
+endif()
+set(IMG_CLS_RESNET_MODEL_DIR "${IMG_CLS_RESNET_INSTALL_DIR}/image_classification_resnet.inference.model")
+
 function (inference_base_test_build TARGET)
    set(options "")
    set(oneValueArgs "")