diff --git a/paddle/fluid/inference/tests/test.cmake b/paddle/fluid/inference/tests/test.cmake
index b35ea51833ff1ff3b5654b8ec53f4123ed3094e3..41b78d39a2594cbe39bc0d0defef7a24047674dc 100644
--- a/paddle/fluid/inference/tests/test.cmake
+++ b/paddle/fluid/inference/tests/test.cmake
@@ -27,7 +27,7 @@ function(inference_download_and_uncompress INSTALL_DIR URL FILENAME)
   message(STATUS "Download inference test stuff from ${URL}/${FILENAME}")
   string(REGEX REPLACE "[-%./\\]" "_" FILENAME_EX ${FILENAME})
   string(REGEX MATCH "[^/\\]+$" DOWNLOAD_NAME ${FILENAME})
-  set(EXTERNAL_PROJECT_NAME "extern_inference_download_${FILENAME_EX}")
+  set(EXTERNAL_PROJECT_NAME "extern_download_${FILENAME_EX}")
   set(UNPACK_DIR "${INSTALL_DIR}/src/${EXTERNAL_PROJECT_NAME}")
   ExternalProject_Add(
       ${EXTERNAL_PROJECT_NAME}
diff --git a/paddle/scripts/paddle_build.bat b/paddle/scripts/paddle_build.bat
index d516649e44e0baec594901b85bb4f397a7081e43..a50b764c1cf8b73a6b3a721f5ac8edfb4aa6acb2 100644
--- a/paddle/scripts/paddle_build.bat
+++ b/paddle/scripts/paddle_build.bat
@@ -33,21 +33,28 @@ rem ------initialize common variable------
 if not defined GENERATOR set GENERATOR="Visual Studio 14 2015 Win64"
 if not defined BRANCH set BRANCH=develop
 if not defined WITH_TENSORRT set WITH_TENSORRT=ON 
-if not defined TENSORRT_ROOT set TENSORRT_ROOT="D:/TensorRT"
+if not defined TENSORRT_ROOT set TENSORRT_ROOT=D:/TensorRT
+if not defined CUDA_ARCH_NAME set CUDA_ARCH_NAME=Auto
+if not defined WITH_GPU set WITH_GPU=ON
 if not defined WITH_MKL set WITH_MKL=ON
 if not defined WITH_AVX set WITH_AVX=ON
 if not defined WITH_TESTING set WITH_TESTING=ON
+if not defined MSVC_STATIC_CRT set MSVC_STATIC_CRT=OFF
 if not defined WITH_PYTHON set WITH_PYTHON=ON
 if not defined ON_INFER set ON_INFER=ON
 if not defined WITH_INFERENCE_API_TEST set WITH_INFERENCE_API_TEST=ON
 if not defined WITH_STATIC_LIB set WITH_STATIC_LIB=ON
-if not defined WITH_CACHE set WITH_CACHE=OFF
 if not defined WITH_TPCACHE set WITH_TPCACHE=ON
+if not defined WITH_CLCACHE set WITH_CLCACHE=OFF
+if not defined WITH_CACHE set WITH_CACHE=OFF
 if not defined WITH_UNITY_BUILD set WITH_UNITY_BUILD=OFF
 if not defined INFERENCE_DEMO_INSTALL_DIR set INFERENCE_DEMO_INSTALL_DIR=%cache_dir:\=/%/inference_demo
+if not defined LOG_LEVEL set LOG_LEVEL=normal
 
-rem -------set cache build work directory-----------
+rem -------set cache build directory-----------
 rmdir build\python /s/q
+rmdir build\paddle_install_dir /s/q
+rmdir build\paddle_inference_install_dir /s/q
 del build\CMakeCache.txt
 
 : set CI_SKIP_CPP_TEST if only *.py changed
@@ -149,12 +156,11 @@ echo "wincheck_mkl: run Windows MKL/GPU/UnitTest CI tasks on Windows"
 echo "wincheck_openbals: run Windows OPENBLAS/CPU CI tasks on Windows"
 exit /b 1
 
+rem ------PR CI windows check for MKL/GPU----------
 :CASE_wincheck_mkl
-
-rem ------initialize cmake variable for mkl------
 set WITH_MKL=ON
-set WITH_GPU=OFF
-set MSVC_STATIC_CRT=ON
+set WITH_GPU=ON
+set MSVC_STATIC_CRT=OFF
 
 call :cmake || goto cmake_error
 call :build || goto build_error
@@ -164,12 +170,11 @@ call :test_inference || goto test_inference_error
 :: call :check_change_of_unittest || goto check_change_of_unittest_error
 goto:success
 
+rem ------PR CI windows check for OPENBLAS/CPU------
 :CASE_wincheck_openblas
-
-rem ------initialize cmake variable for openblas------
 set WITH_MKL=ON
-set WITH_GPU=ON
-set MSVC_STATIC_CRT=OFF
+set WITH_GPU=OFF
+set MSVC_STATIC_CRT=ON
 
 call :cmake || goto cmake_error
 call :build || goto build_error
@@ -179,6 +184,38 @@ call :test_inference || goto test_inference_error
 :: call :check_change_of_unittest || goto check_change_of_unittest_error
 goto:success
 
+rem ------Build windows avx whl package------
+:CASE_build_avx_whl
+set WITH_AVX=ON
+set ON_INFER=OFF
+set CUDA_ARCH_NAME=All
+
+call :cmake || goto cmake_error
+call :build || goto build_error
+call :test_whl_pacakage || goto test_whl_pacakage_error
+goto:success
+
+rem ------Build windows no-avx whl package------
+:CASE_build_no_avx_whl
+set WITH_AVX=OFF
+set ON_INFER=OFF
+set CUDA_ARCH_NAME=All
+
+call :cmake || goto cmake_error
+call :build || goto build_error
+call :test_whl_pacakage || goto test_whl_pacakage_error
+goto:success
+
+rem ------Build windows inference library------
+:CASE_build_inference_lib
+set WITH_PYTHON=OFF
+set CUDA_ARCH_NAME=All
+
+call :cmake || goto cmake_error
+call :build || goto build_error
+call :zip_file || goto zip_file_error
+goto:success
+
 rem "Other configurations are added here"
 rem :CASE_wincheck_others
 rem call ...
@@ -196,7 +233,7 @@ set start=%start:~4,10%
 
 @ECHO ON
 if not defined CUDA_TOOLKIT_ROOT_DIR set CUDA_TOOLKIT_ROOT_DIR=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.0
-set PATH=%CUDA_TOOLKIT_ROOT_DIR%\bin;%CUDA_TOOLKIT_ROOT_DIR%\libnvvp;%PATH%
+set PATH=%TENSORRT_ROOT:/=\%\lib;%CUDA_TOOLKIT_ROOT_DIR%\bin;%CUDA_TOOLKIT_ROOT_DIR%\libnvvp;%PATH%
 set CUDA_PATH=%CUDA_TOOLKIT_ROOT_DIR%
 
 rem ------set third_party cache dir------
@@ -239,15 +276,15 @@ echo cmake .. -G %GENERATOR% -DWITH_AVX=%WITH_AVX% -DWITH_GPU=%WITH_GPU% -DWITH_
 -DWITH_TESTING=%WITH_TESTING% -DWITH_PYTHON=%WITH_PYTHON% -DPYTHON_EXECUTABLE=%PYTHON_EXECUTABLE% -DON_INFER=%ON_INFER% ^
 -DWITH_INFERENCE_API_TEST=%WITH_INFERENCE_API_TEST% -DTHIRD_PARTY_PATH=%THIRD_PARTY_PATH% ^
 -DINFERENCE_DEMO_INSTALL_DIR=%INFERENCE_DEMO_INSTALL_DIR% -DWITH_STATIC_LIB=%WITH_STATIC_LIB% ^
--DWITH_TENSORRT=%WITH_TENSORRT% -DTENSORRT_ROOT=%TENSORRT_ROOT% -DMSVC_STATIC_CRT=%MSVC_STATIC_CRT% ^
--DWITH_UNITY_BUILD=%WITH_UNITY_BUILD%
+-DWITH_TENSORRT=%WITH_TENSORRT% -DTENSORRT_ROOT="%TENSORRT_ROOT%" -DMSVC_STATIC_CRT=%MSVC_STATIC_CRT% ^
+-DWITH_UNITY_BUILD=%WITH_UNITY_BUILD% -DCUDA_ARCH_NAME=%CUDA_ARCH_NAME%
 
 cmake .. -G %GENERATOR% -DWITH_AVX=%WITH_AVX% -DWITH_GPU=%WITH_GPU% -DWITH_MKL=%WITH_MKL% ^
 -DWITH_TESTING=%WITH_TESTING% -DWITH_PYTHON=%WITH_PYTHON% -DPYTHON_EXECUTABLE=%PYTHON_EXECUTABLE% -DON_INFER=%ON_INFER% ^
 -DWITH_INFERENCE_API_TEST=%WITH_INFERENCE_API_TEST% -DTHIRD_PARTY_PATH=%THIRD_PARTY_PATH% ^
 -DINFERENCE_DEMO_INSTALL_DIR=%INFERENCE_DEMO_INSTALL_DIR% -DWITH_STATIC_LIB=%WITH_STATIC_LIB% ^
--DWITH_TENSORRT=%WITH_TENSORRT% -DTENSORRT_ROOT=%TENSORRT_ROOT% -DMSVC_STATIC_CRT=%MSVC_STATIC_CRT% ^
--DWITH_UNITY_BUILD=%WITH_UNITY_BUILD%
+-DWITH_TENSORRT=%WITH_TENSORRT% -DTENSORRT_ROOT="%TENSORRT_ROOT%" -DMSVC_STATIC_CRT=%MSVC_STATIC_CRT% ^
+-DWITH_UNITY_BUILD=%WITH_UNITY_BUILD% -DCUDA_ARCH_NAME=%CUDA_ARCH_NAME%
 goto:eof
 
 :cmake_error
@@ -286,9 +323,9 @@ rem clcache.exe -z
 
 echo Build Paddle the %build_times% time:
 if "%WITH_CLCACHE%"=="OFF" (
-    msbuild /m:%PARALLEL_PROJECT_COUNT% /p:Configuration=Release /verbosity:normal paddle.sln
+    msbuild /m:%PARALLEL_PROJECT_COUNT% /p:Configuration=Release /verbosity:%LOG_LEVEL% paddle.sln
 ) else (
-    msbuild /m:%PARALLEL_PROJECT_COUNT% /p:TrackFileAccess=false /p:CLToolExe=clcache.exe /p:CLToolPath=%PYTHON_ROOT%\Scripts /p:Configuration=Release /verbosity:normal paddle.sln
+    msbuild /m:%PARALLEL_PROJECT_COUNT% /p:TrackFileAccess=false /p:CLToolExe=clcache.exe /p:CLToolPath=%PYTHON_ROOT%\Scripts /p:Configuration=Release /verbosity:%LOG_LEVEL% paddle.sln
 )
 
 if %ERRORLEVEL% NEQ 0 (
@@ -328,19 +365,21 @@ setlocal enabledelayedexpansion
 for /F %%# in ('wmic os get localdatetime^|findstr 20') do set end=%%#
 set end=%end:~4,10%
 call :timestamp "%start%" "%end%" "Build"
+
 tree /F %cd%\paddle_inference_install_dir\paddle
 %cache_dir%\tools\busybox64.exe du -h -d 0 -k %cd%\paddle_inference_install_dir\paddle\lib > lib_size.txt
 set /p libsize=< lib_size.txt
-
 for /F %%i in ("%libsize%") do (
     set /a libsize_m=%%i/1024
     echo "Windows Paddle_Inference Size: !libsize_m!M"
     echo ipipe_log_param_Windows_Paddle_Inference_Size: !libsize_m!M
 )
+
 %cache_dir%\tools\busybox64.exe du -h -d 0 %cd%\python\dist > whl_size.txt
 set /p whlsize=< whl_size.txt
 for /F %%i in ("%whlsize%") do echo "Windows PR whl Size: %%i"
 for /F %%i in ("%whlsize%") do echo ipipe_log_param_Windows_PR_whl_Size: %%i
+
 dir /s /b python\dist\*.whl > whl_file.txt
 set /p PADDLE_WHL_FILE_WIN=< whl_file.txt
 
@@ -551,6 +590,23 @@ goto:eof
 :check_change_of_unittest_error
 exit /b 1
 
+rem ---------------------------------------------------------------------------------------------
+:zip_file
+tree /F %cd%\paddle_inference_install_dir\paddle
+if exist paddle_inference.zip del paddle_inference.zip
+python -c "import shutil;shutil.make_archive('paddle_inference', 'zip', root_dir='paddle_inference_install_dir')"
+%cache_dir%\tools\busybox64.exe du -h -k paddle_inference.zip > lib_size.txt
+set /p libsize=< lib_size.txt
+for /F %%i in ("%libsize%") do (
+    set /a libsize_m=%%i/1024
+    echo "Windows Paddle_Inference Size: !libsize_m!M"
+    echo ipipe_log_param_Windows_Paddle_Inference_Size: !libsize_m!M
+)
+goto:eof
+
+:zip_file_error
+echo Tar inference library failed!
+exit /b 1
 
 :timestamp
 setlocal enabledelayedexpansion