Use cmake for all CI builds

Improvements to CMake build
- Enable WError for RelWithDebug build
- Add USE_LIBJPEG_TURBO to CMake build

Changes to CI setup
- Install protobuf in ubuntu_core.sh
- Install up-to-date CMake on Centos 7
- Don't use RelWithDebInfo on Android builds, as gcc 4.9 throws
  -Wdelete-non-virtual-dtor

.github/workflows/os_x_staticbuild.yml

@@ -10,7 +10,7 @@ jobs:
         uses: actions/checkout@v2
       - name: Install Dependencies
         run: |
-          brew install nasm automake ninja libtool
+          brew install nasm automake ninja libtool cmake pkgconfig protobuf
       - name: Build project
         run: |
           git --version

CMakeLists.txt

@@ -46,6 +46,7 @@ else()
 endif()
 option(USE_GPERFTOOLS "Build with GPerfTools support" OFF)
 option(USE_JEMALLOC "Build with Jemalloc support" OFF)
+option(USE_LIBJPEG_TURBO "Use libjpeg-turbo" OFF)
 option(USE_DIST_KVSTORE "Build with DIST_KVSTORE support" OFF)
 option(USE_PLUGINS_WARPCTC "Use WARPCTC Plugins" OFF)
 option(USE_PLUGIN_CAFFE "Use Caffe Plugin" OFF)
@@ -370,6 +371,15 @@ if(USE_JEMALLOC)
   endif()
 endif()
 
+if(USE_LIBJPEG_TURBO)
+  # We can switch from pkgconfig to libjpeg-turboConfig.cmake once libjpeg-turbo
+  # 2.1 is released https://github.com/libjpeg-turbo/libjpeg-turbo/pull/342
+  find_package(PkgConfig REQUIRED)
+  pkg_search_module(TURBOJPEG REQUIRED libturbojpeg)
+  include_directories(SYSTEM ${TURBOJPEG_INCLUDE_DIRS})
+  list(APPEND mxnet_LINKER_LIBS ${TURBOJPEG_LIBRARIES})
+endif()
+
 # ---[ OpenCV
 if(USE_OPENCV)
   find_package(OpenCV COMPONENTS core highgui imgproc imgcodecs)
@@ -663,6 +673,12 @@ if(UNIX)
   target_link_libraries(mxnet PRIVATE mxnet_static)
   target_link_libraries(mxnet_static PUBLIC ${CMAKE_DL_LIBS})
   set_target_properties(mxnet_static PROPERTIES OUTPUT_NAME mxnet)
+  if(CMAKE_BUILD_TYPE STREQUAL "RelWithDebInfo")
+    target_compile_options(mxnet_static PRIVATE -Werror)
+    if(USE_CUDA)
+      set(CUDA_NVCC_FLAGS ${CUDA_NVCC_FLAGS} -Werror cross-execution-space-call)
+    endif()
+  endif()
 elseif(MSVC)
   if(USE_CUDA)
     if(MSVC)

ci/docker/install/centos7_base.sh

@@ -27,7 +27,14 @@ yum -y install epel-release
 yum -y install git
 yum -y install wget
 yum -y install make
-yum -y install cmake
 yum -y install unzip
 yum -y install ninja-build
 yum -y install gcc-gfortran
+
+# CMake 3.13.2+ is required
+mkdir /opt/cmake && cd /opt/cmake
+wget -nv https://cmake.org/files/v3.13/cmake-3.13.5-Linux-x86_64.sh
+sh cmake-3.13.5-Linux-x86_64.sh --prefix=/opt/cmake --skip-license
+ln -s /opt/cmake/bin/cmake /usr/local/bin/cmake
+rm cmake-3.13.5-Linux-x86_64.sh
+cmake --version

ci/docker/install/centos7_core.sh

@@ -33,7 +33,14 @@ yum -y install opencv-devel
 yum -y install openssl-devel
 yum -y install gcc-c++-4.8.*
 yum -y install make
-yum -y install cmake
 yum -y install wget
 yum -y install unzip
 yum -y install ninja-build
+
+# CMake 3.13.2+ is required
+mkdir /opt/cmake && cd /opt/cmake
+wget -nv https://cmake.org/files/v3.13/cmake-3.13.5-Linux-x86_64.sh
+sh cmake-3.13.5-Linux-x86_64.sh --prefix=/opt/cmake --skip-license
+ln -s /opt/cmake/bin/cmake /usr/local/bin/cmake
+rm cmake-3.13.5-Linux-x86_64.sh
+cmake --version

ci/docker/install/ubuntu_core.sh

@@ -47,6 +47,8 @@ apt-get install -y \
     zlib1g-dev \
     libedit-dev \
     libxml2-dev \
+    libprotobuf-dev \
+    protobuf-compiler \
     ninja-build \
     software-properties-common \
     sudo \