diff --git a/CMakeLists.txt b/CMakeLists.txt
index 1e11f86d0ee836f65e69c8398fb26c3b6a1070f6..5506fcb010285aba52b8905849115cb13d58ba12 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -53,8 +53,7 @@ option(WITH_COVERAGE    "Compile PaddlePaddle with code coverage"       OFF)
 option(COVERALLS_UPLOAD "Package code coverage data to coveralls"       OFF)
 option(ON_TRAVIS        "Exclude special unit test on Travis CI"        OFF)
 option(WITH_C_API       "Compile PaddlePaddle with C-API(Prediction)"   OFF)
-# TODO: Only compile PaddlePaddle fluid version by WITH_FLUID option. 
-option(WITH_FLUID       "Compile PaddlePaddle fluid only(TODO)"         OFF)
+option(WITH_FLUID_ONLY  "Compile PaddlePaddle fluid only"               OFF)
 option(WITH_GOLANG      "Compile PaddlePaddle with GOLANG"              OFF)
 option(GLIDE_INSTALL    "Download and install go dependencies "         ON)
 option(USE_NNPACK       "Compile PaddlePaddle with NNPACK library"      OFF)
@@ -109,7 +108,7 @@ if (WITH_C_API AND WITH_PYTHON)
 endif()
 
 if (WITH_C_API)
-  set(WITH_FLUID OFF CACHE STRING "Disable install fluid when compile the C_API" FORCE)
+  set(WITH_FLUID_ONLY OFF CACHE STRING "Disable install fluid when compile the C_API" FORCE)
 endif()
 
 if(MOBILE_INFERENCE)
diff --git a/paddle/CMakeLists.txt b/paddle/CMakeLists.txt
index d2a4b1335464f553a361728e64ed5ca177ca53da..c44f8a8a8ecc1ba1f886fc41aec863b4ca3458a6 100644
--- a/paddle/CMakeLists.txt
+++ b/paddle/CMakeLists.txt
@@ -1,4 +1,4 @@
-if(NOT WITH_FLUID)
+if(NOT WITH_FLUID_ONLY)
   add_subdirectory(cuda)
   add_subdirectory(function)
   add_subdirectory(utils)
diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
index 90c2dfbba78418fb7b731f5363017d70577b1ae5..b0242b20b8d0fd81e624447d56e47865e1bf6438 100644
--- a/python/CMakeLists.txt
+++ b/python/CMakeLists.txt
@@ -4,7 +4,7 @@ set(PY_FILES paddle/__init__.py
   ${UTILS_PY_FILES}
   ${FLUID_PY_FILES})
 
-if(NOT WITH_FLUID)
+if(NOT WITH_FLUID_ONLY)
   file(GLOB TRAINER_PY_FILES . ./paddle/trainer/*.py)
   file(GLOB HELPERS_PY_FILES . ./paddle/trainer_config_helpers/*.py)
   file(GLOB_RECURSE V2_PY_FILES ./paddle/v2/ *.py)
@@ -62,7 +62,7 @@ add_custom_command(OUTPUT ${PADDLE_PYTHON_BUILD_DIR}/.timestamp
     DEPENDS gen_proto_py copy_paddle_pybind framework_py_proto profiler_py_proto ${PY_FILES} ${external_project_dependencies} ${COPY_PADDLE_MASTER})
 
 set(paddle_python_deps ${PADDLE_PYTHON_BUILD_DIR}/.timestamp ${MKL_DEPENDS})
-if(NOT WITH_FLUID)
+if(NOT WITH_FLUID_ONLY)
     set(paddle_python_deps ${paddle_python_deps} paddle_pserver_main paddle_trainer paddle_merge_model)
     if(WITH_SWIG_PY)
         list(APPEND paddle_python_deps python_api_wheel)
@@ -73,7 +73,7 @@ add_custom_target(paddle_python ALL DEPENDS ${paddle_python_deps})
 set(PADDLE_PYTHON_PACKAGE_DIR ${CMAKE_CURRENT_BINARY_DIR}/dist/)
 
 if (WITH_TESTING)
-  if(NOT WITH_FLUID)
+  if(NOT WITH_FLUID_ONLY)
     add_subdirectory(paddle/trainer_config_helpers/tests)
     if (WITH_SWIG_PY)
       # enable v2 API unittest only when paddle swig api is compiled
diff --git a/python/setup.py.in b/python/setup.py.in
index 4cb5409524457b7bc5a99c88a0dbbfc8834923fa..831d173d424b8c663f728af748ad1942bb20a418 100644
--- a/python/setup.py.in
+++ b/python/setup.py.in
@@ -68,7 +68,7 @@ packages=['paddle',
           'paddle.fluid.proto.profiler',
           'paddle.fluid.layers']
 
-if '${WITH_FLUID}'== 'OFF':
+if '${WITH_FLUID_ONLY}'== 'OFF':
     packages+=['paddle.proto',
                'paddle.trainer',
                'paddle.trainer_config_helpers',
@@ -87,7 +87,7 @@ if '${CMAKE_SYSTEM_PROCESSOR}' not in ['arm', 'armv7-a', 'aarch64']:
 
 # the prefix is sys.prefix which should always be usr
 paddle_bins = ''
-if '${WITH_FLUID}'== 'OFF':
+if '${WITH_FLUID_ONLY}'== 'OFF':
     paddle_bin_dir = 'opt/paddle/bin'
     paddle_bins = ['${PADDLE_BINARY_DIR}/paddle/trainer/paddle_trainer',
                    '${PADDLE_BINARY_DIR}/paddle/trainer/paddle_merge_model',
@@ -95,7 +95,7 @@ if '${WITH_FLUID}'== 'OFF':
                    '${PADDLE_BINARY_DIR}/paddle/scripts/paddle']
 
 package_data={'paddle.fluid': ['core.so']}
-if '${WITH_FLUID}'== 'OFF':
+if '${WITH_FLUID_ONLY}'== 'OFF':
     package_data['paddle.v2.master']=['libpaddle_master.so']
     package_data['py_paddle']=['*.py','_swig_paddle.so']
 
@@ -106,7 +106,7 @@ package_dir={
     'paddle.fluid.proto.profiler': '${PADDLE_BINARY_DIR}/paddle/fluid/platform',
     'paddle.fluid.proto': '${PADDLE_BINARY_DIR}/paddle/fluid/framework',
 }
-if '${WITH_FLUID}'== 'OFF':
+if '${WITH_FLUID_ONLY}'== 'OFF':
     package_dir['py_paddle']='${PADDLE_SOURCE_DIR}/paddle/py_paddle'