AnnaTrainingG · AnnaTrainingG · Jul 5, 2021 · Jun 22, 2021 · Jun 22, 2021 · Jun 22, 2021
diff --git a/README.md b/README.md
@@ -21,7 +21,7 @@ PaddlePaddle is originated from industrial practices with dedication and commitm
 
 ## Installation
 
-### Latest PaddlePaddle Release: [v2.0](https://github.com/PaddlePaddle/Paddle/tree/release/2.0)
+### Latest PaddlePaddle Release: [v2.1](https://github.com/PaddlePaddle/Paddle/tree/release/2.1)
 
 Our vision is to enable deep learning for everyone via PaddlePaddle.
 Please refer to our [release announcement](https://github.com/PaddlePaddle/Paddle/releases) to track the latest features of PaddlePaddle.
@@ -33,9 +33,9 @@ pip install paddlepaddle
 pip install paddlepaddle-gpu
 
 ```
-More infomation about installation, please view [Quick Install](https://www.paddlepaddle.org.cn/install/quick)
+For more information about installation, please view [Quick Install](https://www.paddlepaddle.org.cn/install/quick)
 
-Now our developers can acquire Tesla V100 online computing resources for free. If you create a program by AI Studio, you will obtain 10 hours to train models online per day. [Click here to start](https://aistudio.baidu.com/aistudio/index).
+Now our developers can acquire Tesla V100 online computing resources for free. If you create a program by AI Studio, you will obtain 8 hours to train models online per day. [Click here to start](https://aistudio.baidu.com/aistudio/index).
 
 ## FOUR LEADING TECHNOLOGIES
 
@@ -46,13 +46,13 @@ Now our developers can acquire Tesla V100 online computing resources for free. I
 
 -  **Support Ultra-Large-Scale Training of Deep Neural Networks**
 
-    PaddlePaddle has made breakthroughs in ultra-large-scale deep neural networks training. It launched the world's first large-scale open-source training platform that supports the training of deep networks with 100 billions of features and trillions of parameters using data sources distributed over hundreds of nodes. PaddlePaddle overcomes the online deep learning challenges for ultra-large-scale deep learning models, and further achieved the real-time model updating with more than 1 trillion parameters.
+    PaddlePaddle has made breakthroughs in ultra-large-scale deep neural networks training. It launched the world's first large-scale open-source training platform that supports the training of deep networks with 100 billion features and trillions of parameters using data sources distributed over hundreds of nodes. PaddlePaddle overcomes the online deep learning challenges for ultra-large-scale deep learning models, and further achieved real-time model updating with more than 1 trillion parameters.
      [Click here to learn more](https://github.com/PaddlePaddle/Fleet)
 
 
 - **High-Performance Inference Engines for Comprehensive Deployment Enviroments**
 
-   PaddlePaddle is not only compatible with models trained in 3rd party open-source frameworks , but also offers complete inference products for various production scenarios. Our inference product line includes [Paddle Inference](https://paddle-inference.readthedocs.io/en/latest/product_introduction/summary.html): Native inference library for high performance server and cloud inference; [Paddle Serving](https://github.com/PaddlePaddle/Serving): A service-oriented framework suitable for distributed and pipeline productions; [Paddle Lite](https://github.com/PaddlePaddle/Paddle-Lite): Ultra-Lightweight inference engine for mobile and IoT enviroments; [Paddle.js](https://www.paddlepaddle.org.cn/paddle/paddlejs): A frontend inference engine for browser and mini apps. Futhermore, by great amounts of optimization with leading hardwares in each scenarios, Paddle inference engines outperform most of the other mainstream frameworks.
+   PaddlePaddle is not only compatible with models trained in 3rd party open-source frameworks , but also offers complete inference products for various production scenarios. Our inference product line includes [Paddle Inference](https://paddle-inference.readthedocs.io/en/latest/product_introduction/summary.html): Native inference library for high-performance server and cloud inference; [Paddle Serving](https://github.com/PaddlePaddle/Serving): A service-oriented framework suitable for distributed and pipeline productions; [Paddle Lite](https://github.com/PaddlePaddle/Paddle-Lite): Ultra-Lightweight inference engine for mobile and IoT environments; [Paddle.js](https://www.paddlepaddle.org.cn/paddle/paddlejs): A frontend inference engine for browser and mini-apps. Furthermore, by great amounts of optimization with leading hardware in each scenario, Paddle inference engines outperform most of the other mainstream frameworks.
 
 
 - **Industry-Oriented Models and Libraries with Open Source Repositories**
@@ -87,6 +87,11 @@ We provide [English](https://www.paddlepaddle.org.cn/documentation/docs/en/guide
 - [Github Issues](https://github.com/PaddlePaddle/Paddle/issues): bug reports, feature requests, install issues, usage issues, etc.
 - QQ discussion group: 793866180 (PaddlePaddle).
 - [Forums](https://ai.baidu.com/forum/topic/list/168?pageNo=1): discuss implementations, research, etc.
+
+## Courses
+
+- [Server Deployments](https://aistudio.baidu.com/aistudio/course/introduce/19084): Courses intorducing high performance server deployments via local and remote services.
+- [Edge Deployments](https://aistudio.baidu.com/aistudio/course/introduce/22690): Courses intorducing edge deployments from mobile, IoT to web and applets.   
 
 ## Copyright and License
 PaddlePaddle is provided under the [Apache-2.0 license](LICENSE).
diff --git a/README_cn.md b/README_cn.md
@@ -19,7 +19,7 @@
 
 ## 安装
 
-### PaddlePaddle最新版本: [v2.0](https://github.com/PaddlePaddle/Paddle/tree/release/2.0)
+### PaddlePaddle最新版本: [v2.1](https://github.com/PaddlePaddle/Paddle/tree/release/2.1)
 
 跟进PaddlePaddle最新特性请参考我们的[版本说明](https://github.com/PaddlePaddle/Paddle/releases)
 
@@ -32,7 +32,7 @@ pip install paddlepaddle-gpu
 ```
 更多安装信息详见官网 [安装说明](https://www.paddlepaddle.org.cn/install/quick)
 
-PaddlePaddle用户可领取**免费Tesla V100在线算力资源**，训练模型更高效。**每日登陆即送10小时**，[前往使用免费算力](https://aistudio.baidu.com/aistudio/index)。
+PaddlePaddle用户可领取**免费Tesla V100在线算力资源**，训练模型更高效。**每日登陆即送8小时**，[前往使用免费算力](https://aistudio.baidu.com/aistudio/index)。
 
 ## 四大领先技术
 
@@ -84,6 +84,11 @@ PaddlePaddle用户可领取**免费Tesla V100在线算力资源**，训练模型
 - 欢迎您通过[Github Issues](https://github.com/PaddlePaddle/Paddle/issues)来提交问题、报告与建议
 - QQ群: 793866180 (PaddlePaddle)
 - [论坛](https://ai.baidu.com/forum/topic/list/168): 欢迎大家在PaddlePaddle论坛分享在使用PaddlePaddle中遇到的问题和经验, 营造良好的论坛氛围
+
+## 课程
+
+- [服务器部署](https://aistudio.baidu.com/aistudio/course/introduce/19084): 详细介绍高性能服务器端部署实操，包含本地端及服务化Serving部署等
+- [端侧部署](https://aistudio.baidu.com/aistudio/course/introduce/22690): 详细介绍端侧多场景部署实操，从移端端设备、IoT、网页到小程序部署
 
 ## 版权和许可证
 PaddlePaddle由[Apache-2.0 license](LICENSE)提供
diff --git a/cmake/external/box_ps.cmake b/cmake/external/box_ps.cmake
@@ -49,7 +49,10 @@ ExternalProject_Add(
     DOWNLOAD_NO_PROGRESS  1
     UPDATE_COMMAND        ""
     CMAKE_ARGS            -DCMAKE_INSTALL_PREFIX=${BOX_PS_INSTALL_ROOT}
+                          -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
     CMAKE_CACHE_ARGS      -DCMAKE_INSTALL_PREFIX:PATH=${BOX_PS_INSTALL_ROOT}
+                          -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
+    BUILD_BYPRODUCTS      ${BOX_PS_LIB}
 )
 ADD_LIBRARY(box_ps SHARED IMPORTED GLOBAL)
 SET_PROPERTY(TARGET box_ps PROPERTY IMPORTED_LOCATION ${BOX_PS_LIB})

diff --git a/cmake/external/brpc.cmake b/cmake/external/brpc.cmake
@@ -45,23 +45,24 @@ ExternalProject_Add(
         PREFIX          ${BRPC_SOURCES_DIR}
         UPDATE_COMMAND  ""
         CMAKE_ARGS      -DCMAKE_CXX_COMPILER=${CMAKE_CXX_COMPILER}
-        -DCMAKE_C_COMPILER=${CMAKE_C_COMPILER}
-        -DCMAKE_CXX_FLAGS=${CMAKE_CXX_FLAGS}
-        -DCMAKE_C_FLAGS=${CMAKE_C_FLAGS}
-        -DCMAKE_INSTALL_PREFIX=${BRPC_INSTALL_DIR}
-        -DCMAKE_INSTALL_LIBDIR=${BRPC_INSTALL_DIR}/lib
-        -DCMAKE_POSITION_INDEPENDENT_CODE=ON
-        -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
-        -DCMAKE_PREFIX_PATH=${prefix_path}
-        -DWITH_GLOG=ON
-        -DIOBUF_WITH_HUGE_BLOCK=ON
-        -DBRPC_WITH_RDMA=${WITH_BRPC_RDMA}
-        ${EXTERNAL_OPTIONAL_ARGS}
-        LIST_SEPARATOR |
+                        -DCMAKE_C_COMPILER=${CMAKE_C_COMPILER}
+                        -DCMAKE_CXX_FLAGS=${CMAKE_CXX_FLAGS}
+                        -DCMAKE_C_FLAGS=${CMAKE_C_FLAGS}
+                        -DCMAKE_INSTALL_PREFIX=${BRPC_INSTALL_DIR}
+                        -DCMAKE_INSTALL_LIBDIR=${BRPC_INSTALL_DIR}/lib
+                        -DCMAKE_POSITION_INDEPENDENT_CODE=ON
+                        -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
+                        -DCMAKE_PREFIX_PATH=${prefix_path}
+                        -DWITH_GLOG=ON
+                        -DIOBUF_WITH_HUGE_BLOCK=ON
+                        -DBRPC_WITH_RDMA=${WITH_BRPC_RDMA}
+                        ${EXTERNAL_OPTIONAL_ARGS}
+        LIST_SEPARATOR  |
         CMAKE_CACHE_ARGS -DCMAKE_INSTALL_PREFIX:PATH=${BRPC_INSTALL_DIR}
-        -DCMAKE_INSTALL_LIBDIR:PATH=${BRPC_INSTALL_DIR}/lib
-        -DCMAKE_POSITION_INDEPENDENT_CODE:BOOL=ON
-        -DCMAKE_BUILD_TYPE:STRING=${THIRD_PARTY_BUILD_TYPE}
+                         -DCMAKE_INSTALL_LIBDIR:PATH=${BRPC_INSTALL_DIR}/lib
+                         -DCMAKE_POSITION_INDEPENDENT_CODE:BOOL=ON
+                         -DCMAKE_BUILD_TYPE:STRING=${THIRD_PARTY_BUILD_TYPE}
+        BUILD_BYPRODUCTS ${BRPC_LIBRARIES}
 )
 # ADD_DEPENDENCIES(extern_brpc protobuf ssl crypto leveldb gflags glog gtest snappy)
 ADD_DEPENDENCIES(extern_brpc protobuf ssl crypto leveldb gflags glog snappy)

diff --git a/cmake/external/cryptopp.cmake b/cmake/external/cryptopp.cmake
@@ -72,6 +72,7 @@ ExternalProject_Add(
     CMAKE_CACHE_ARGS -DCMAKE_INSTALL_PREFIX:PATH=${CRYPTOPP_INSTALL_DIR}
                      -DCMAKE_POSITION_INDEPENDENT_CODE:BOOL=ON
                      -DCMAKE_BUILD_TYPE:STRING=${THIRD_PARTY_BUILD_TYPE}
+    BUILD_BYPRODUCTS ${CRYPTOPP_LIBRARIES}
 )
 
 ADD_LIBRARY(cryptopp STATIC IMPORTED GLOBAL)

diff --git a/cmake/external/dgc.cmake b/cmake/external/dgc.cmake
@@ -39,6 +39,7 @@ ExternalProject_Add(
         && cp ${DGC_SOURCES_DIR}/build/lib/libdgc.a ${DGC_LIBRARIES}
         && cp ${DGC_SOURCES_DIR}/build/include/dgc.h ${DGC_INCLUDE_DIR}/dgc/
     BUILD_IN_SOURCE 1
+    BUILD_BYPRODUCTS ${DGC_LIBRARIES}
 )
 
 ADD_LIBRARY(dgc STATIC IMPORTED GLOBAL)

diff --git a/cmake/external/gflags.cmake b/cmake/external/gflags.cmake
@@ -61,6 +61,7 @@ ExternalProject_Add(
     CMAKE_CACHE_ARGS -DCMAKE_INSTALL_PREFIX:PATH=${GFLAGS_INSTALL_DIR}
                      -DCMAKE_POSITION_INDEPENDENT_CODE:BOOL=ON
                      -DCMAKE_BUILD_TYPE:STRING=${THIRD_PARTY_BUILD_TYPE}
+    BUILD_BYPRODUCTS ${GFLAGS_LIBRARIES}
 )
 
 ADD_LIBRARY(gflags STATIC IMPORTED GLOBAL)

diff --git a/cmake/external/glog.cmake b/cmake/external/glog.cmake
@@ -64,6 +64,7 @@ ExternalProject_Add(
                      -DCMAKE_INSTALL_LIBDIR:PATH=${GLOG_INSTALL_DIR}/lib
                      -DCMAKE_POSITION_INDEPENDENT_CODE:BOOL=ON
                      -DCMAKE_BUILD_TYPE:STRING=${THIRD_PARTY_BUILD_TYPE}
+    BUILD_BYPRODUCTS ${GLOG_LIBRARIES}
 )
 
 ADD_LIBRARY(glog STATIC IMPORTED GLOBAL)

diff --git a/cmake/external/gloo.cmake b/cmake/external/gloo.cmake
@@ -32,7 +32,7 @@ cache_third_party(extern_gloo
     TAG           ${GLOO_TAG}
     DIR           GLOO_SOURCE_DIR)
 
-  if(WITH_ASCEND OR WITH_ASCEND_CL)
+if(WITH_ASCEND OR WITH_ASCEND_CL)
   ExternalProject_Add(
       extern_gloo
       ${EXTERNAL_PROJECT_LOG_ARGS}
@@ -47,6 +47,7 @@ cache_third_party(extern_gloo
           && mkdir -p ${GLOO_LIBRARY_DIR} ${GLOO_INCLUDE_DIR}/gloo
       INSTALL_COMMAND      ${CMAKE_COMMAND} -E copy ${GLOO_SOURCE_DIR}/build/gloo/libgloo.a ${GLOO_LIBRARY_DIR}
       COMMAND              ${CMAKE_COMMAND} -E copy_directory "${GLOO_SOURCE_DIR}/gloo/" "${GLOO_INCLUDE_DIR}/gloo"
+      BUILD_BYPRODUCTS     ${GLOO_LIBRARIES}
   )
 else()
   ExternalProject_Add(
@@ -63,6 +64,7 @@ else()
           && mkdir -p ${GLOO_LIBRARY_DIR} ${GLOO_INCLUDE_DIR}/gloo
       INSTALL_COMMAND      ${CMAKE_COMMAND} -E copy ${GLOO_SOURCE_DIR}/build/gloo/libgloo.a ${GLOO_LIBRARY_DIR}
       COMMAND              ${CMAKE_COMMAND} -E copy_directory "${GLOO_SOURCE_DIR}/gloo/" "${GLOO_INCLUDE_DIR}/gloo"
+      BUILD_BYPRODUCTS     ${GLOO_LIBRARIES}
   )
 endif()
 

diff --git a/cmake/external/gtest.cmake b/cmake/external/gtest.cmake
@@ -79,6 +79,8 @@ ExternalProject_Add(
     CMAKE_CACHE_ARGS -DCMAKE_INSTALL_PREFIX:PATH=${GTEST_INSTALL_DIR}
                      -DCMAKE_POSITION_INDEPENDENT_CODE:BOOL=ON
                      -DCMAKE_BUILD_TYPE:STRING=${THIRD_PARTY_BUILD_TYPE}
+    BUILD_BYPRODUCTS ${GTEST_LIBRARIES}
+    BUILD_BYPRODUCTS ${GTEST_MAIN_LIBRARIES}
 )
 
 ADD_LIBRARY(gtest STATIC IMPORTED GLOBAL)

diff --git a/cmake/external/leveldb.cmake b/cmake/external/leveldb.cmake
@@ -33,6 +33,7 @@ ExternalProject_Add(
         && cp ${LEVELDB_SOURCES_DIR}/src/extern_leveldb/libleveldb.a ${LEVELDB_LIBRARIES}
         && cp -r ${LEVELDB_SOURCES_DIR}/src/extern_leveldb/include ${LEVELDB_INSTALL_DIR}/
         BUILD_IN_SOURCE 1
+        BUILD_BYPRODUCTS ${LEVELDB_LIBRARIES}
 )
 
 ADD_DEPENDENCIES(extern_leveldb snappy)

diff --git a/cmake/external/libmct.cmake b/cmake/external/libmct.cmake
@@ -49,7 +49,9 @@ ExternalProject_Add(
     DOWNLOAD_NO_PROGRESS  1
     UPDATE_COMMAND        ""
     CMAKE_ARGS            -DCMAKE_INSTALL_PREFIX=${LIBMCT_INSTALL_ROOT}
+                          -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
     CMAKE_CACHE_ARGS      -DCMAKE_INSTALL_PREFIX:PATH=${LIBMCT_INSTALL_ROOT}
+                          -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
 )
 
 add_library(libmct INTERFACE)

diff --git a/cmake/external/libxsmm.cmake b/cmake/external/libxsmm.cmake
@@ -18,8 +18,8 @@ SET(LIBXSMM_SOURCES_DIR ${THIRD_PARTY_PATH}/libxsmm)
 SET(LIBXSMM_INSTALL_DIR ${THIRD_PARTY_PATH}/install/libxsmm)
 SET(LIBXSMM_INCLUDE_DIR "${LIBXSMM_INSTALL_DIR}/include" CACHE PATH "LIBXSMM include directory." FORCE)
 SET(LIBXSMM_LIBRARY_DIR "${LIBXSMM_INSTALL_DIR}/lib" CACHE PATH "LIBXSMM library directory." FORCE)
-SET(LIBXSMM_LIBS        "${LIBXSMM_LIBRARY_DIR}/libxsmm.a"
-                        "${LIBXSMM_LIBRARY_DIR}/libxsmmnoblas.a")
+SET(LIBXSMM_LIB        "${LIBXSMM_LIBRARY_DIR}/libxsmm.a")
+SET(LIBXSMMNOBLAS_LIB  "${LIBXSMM_LIBRARY_DIR}/libxsmmnoblas.a")
 
 ExternalProject_Add(
     extern_libxsmm
@@ -32,10 +32,12 @@ ExternalProject_Add(
     BUILD_IN_SOURCE 1
     BUILD_COMMAND   $(MAKE) --silent PREFIX=${LIBXSMM_INSTALL_DIR} CXX=g++ CC=gcc WARP=0 install
     INSTALL_COMMAND ""
+    BUILD_BYPRODUCTS ${LIBXSMM_LIB}
+    BUILD_BYPRODUCTS ${LIBXSMMNOBLAS_LIB}
 )
 ADD_LIBRARY(libxsmm STATIC IMPORTED GLOBAL)
-SET_PROPERTY(TARGET libxsmm PROPERTY IMPORTED_LOCATION "${LIBXSMM_LIBRARY_DIR}/libxsmm.a")
-SET_PROPERTY(TARGET libxsmm PROPERTY IMPORTED_LOCATION "${LIBXSMM_LIBRARY_DIR}/libxsmmnoblas.a")
+SET_PROPERTY(TARGET libxsmm PROPERTY IMPORTED_LOCATION "${LIBXSMM_LIB}")
+SET_PROPERTY(TARGET libxsmm PROPERTY IMPORTED_LOCATION "${LIBXSMMNOBLAS_LIB}")
 
 MESSAGE(STATUS "Libxsmm library: ${LIBXSMM_LIBS}")
 include_directories(${LIBXSMM_INCLUDE_DIR})

diff --git a/cmake/external/mkldnn.cmake b/cmake/external/mkldnn.cmake
@@ -20,7 +20,7 @@ SET(MKLDNN_SOURCE_DIR     ${THIRD_PARTY_PATH}/mkldnn/src/extern_mkldnn)
 SET(MKLDNN_INSTALL_DIR    ${THIRD_PARTY_PATH}/install/mkldnn)
 SET(MKLDNN_INC_DIR        "${MKLDNN_INSTALL_DIR}/include" CACHE PATH "mkldnn include directory." FORCE)
 SET(MKLDNN_REPOSITORY     ${GIT_URL}/oneapi-src/oneDNN.git)
-SET(MKLDNN_TAG            748528a2d3204b5f401c14a9aacdec16accd5ead)
+SET(MKLDNN_TAG            593e0de6267d2575f3e4c9e9818f0f11253d093a)
 
 
 # Introduce variables:
@@ -43,8 +43,10 @@ IF(NOT WIN32)
     SET(MKLDNN_FLAG "${MKLDNN_FLAG} -Wno-unused-result -Wno-unused-value")
     SET(MKLDNN_CFLAG "${CMAKE_C_FLAGS} ${MKLDNN_FLAG}")
     SET(MKLDNN_CXXFLAG "${CMAKE_CXX_FLAGS} ${MKLDNN_FLAG}")
+    SET(MKLDNN_LIB "${MKLDNN_INSTALL_DIR}/${LIBDIR}/libdnnl.so" CACHE FILEPATH "mkldnn library." FORCE)
 ELSE()
     SET(MKLDNN_CXXFLAG "${CMAKE_CXX_FLAGS} /EHsc")
+    SET(MKLDNN_LIB "${MKLDNN_INSTALL_DIR}/bin/mkldnn.lib" CACHE FILEPATH "mkldnn library." FORCE)
 ENDIF(NOT WIN32)
 
 cache_third_party(${MKLDNN_PROJECT}
@@ -77,12 +79,8 @@ ExternalProject_Add(
                         -DCMAKE_CXX_FLAGS=${MKLDNN_CXXFLAG}
                         -DDNNL_BUILD_TESTS=OFF -DDNNL_BUILD_EXAMPLES=OFF
     CMAKE_CACHE_ARGS    -DCMAKE_INSTALL_PREFIX:PATH=${MKLDNN_INSTALL_DIR}
+    BUILD_BYPRODUCTS    ${MKLDNN_LIB}
 )
-if(WIN32)
-    SET(MKLDNN_LIB "${MKLDNN_INSTALL_DIR}/bin/mkldnn.lib" CACHE FILEPATH "mkldnn library." FORCE)
-else(WIN32)
-    SET(MKLDNN_LIB "${MKLDNN_INSTALL_DIR}/${LIBDIR}/libdnnl.so" CACHE FILEPATH "mkldnn library." FORCE)
-endif(WIN32)
 
 ADD_LIBRARY(shared_mkldnn SHARED IMPORTED GLOBAL)
 SET_PROPERTY(TARGET shared_mkldnn PROPERTY IMPORTED_LOCATION ${MKLDNN_LIB})

diff --git a/cmake/external/mklml.cmake b/cmake/external/mklml.cmake
@@ -50,6 +50,10 @@ cache_third_party(${MKLML_PROJECT}
     URL           ${MKLML_URL}
     DIR           MKLML_SOURCE_DIR)
 
+# Ninja Generator can not establish the correct dependency relationship between the imported library with target, 
+# the product file in the ExternalProject need to be specified manually, please refer to
+# https://stackoverflow.com/questions/54866067/cmake-and-ninja-missing-and-no-known-rule-to-make-it
+# It is the same to all other ExternalProject.
 ExternalProject_Add(
     ${MKLML_PROJECT}
     ${EXTERNAL_PROJECT_LOG_ARGS}
@@ -63,7 +67,9 @@ ExternalProject_Add(
     BUILD_COMMAND         ""
     UPDATE_COMMAND        ""
     INSTALL_COMMAND       ${CMAKE_COMMAND} -E copy_directory ${MKLML_SOURCE_DIR}/include ${MKLML_INC_DIR} &&
-			  ${CMAKE_COMMAND} -E copy_directory ${MKLML_SOURCE_DIR}/lib ${MKLML_LIB_DIR}
+                          ${CMAKE_COMMAND} -E copy_directory ${MKLML_SOURCE_DIR}/lib ${MKLML_LIB_DIR}
+    BUILD_BYPRODUCTS      ${MKLML_LIB}
+    BUILD_BYPRODUCTS      ${MKLML_IOMP_LIB}
 )
 
 INCLUDE_DIRECTORIES(${MKLML_INC_DIR})

diff --git a/cmake/external/protobuf.cmake b/cmake/external/protobuf.cmake
@@ -239,6 +239,10 @@ endif()
                         -DCMAKE_VERBOSE_MAKEFILE:BOOL=OFF
                         -DCMAKE_POSITION_INDEPENDENT_CODE:BOOL=ON
                         ${OPTIONAL_CACHE_ARGS}
+        BUILD_BYPRODUCTS ${PROTOBUF_INSTALL_DIR}/lib/libprotobuf${CMAKE_STATIC_LIBRARY_SUFFIX}
+        BUILD_BYPRODUCTS ${PROTOBUF_INSTALL_DIR}/lib/libprotobuf-lite${CMAKE_STATIC_LIBRARY_SUFFIX}
+        BUILD_BYPRODUCTS ${PROTOBUF_INSTALL_DIR}/lib/libprotoc${CMAKE_STATIC_LIBRARY_SUFFIX}
+        BUILD_BYPRODUCTS ${PROTOBUF_INSTALL_DIR}/bin/protoc${CMAKE_EXECUTABLE_SUFFIX}
     )
 ENDFUNCTION()
 

diff --git a/cmake/external/pslib.cmake b/cmake/external/pslib.cmake
@@ -53,7 +53,10 @@ ExternalProject_Add(
     DOWNLOAD_NO_PROGRESS  1
     UPDATE_COMMAND        ""
     CMAKE_ARGS            -DCMAKE_INSTALL_PREFIX=${PSLIB_INSTALL_ROOT}
+                          -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
     CMAKE_CACHE_ARGS      -DCMAKE_INSTALL_PREFIX:PATH=${PSLIB_INSTALL_ROOT}
+                          -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
+    BUILD_BYPRODUCTS      ${PSLIB_LIB}
 )
 
 ADD_LIBRARY(pslib SHARED IMPORTED GLOBAL)

diff --git a/cmake/external/pslib_brpc.cmake b/cmake/external/pslib_brpc.cmake
@@ -52,7 +52,10 @@ ExternalProject_Add(
     DOWNLOAD_NO_PROGRESS  1
     UPDATE_COMMAND        ""
     CMAKE_ARGS            -DCMAKE_INSTALL_PREFIX=${PSLIB_BRPC_INSTALL_ROOT}
+                          -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
     CMAKE_CACHE_ARGS      -DCMAKE_INSTALL_PREFIX:PATH=${PSLIB_BRPC_INSTALL_ROOT}
+                          -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
+    BUILD_BYPRODUCTS      ${PSLIB_BRPC_LIB}
 )
 
 ADD_LIBRARY(pslib_brpc SHARED IMPORTED GLOBAL)