CI: Switch to cmake builds for majority of tests

The following Makefile based builds are preserved
1) staticbuild scripts
2) Docs builds. Language binding specific build logic requires further changes
3) Jetson build. Jetpack 3.3 toolchain based on Cuda 9.0 causes 'Internal
   Compiler Error (codegen): "there was an error in verifying the lgenfe
   output!"' errors with cmake. This seems to be a known issue in Cuda 9.0 and
   we need to update Jetpack toolchain to work around it.

Improvements to CMake build
- Enable -Werror for RelWithDebugInfo build in analogy to "make DEV=1" build
- Add USE_LIBJPEG_TURBO to CMake build
- Improve finding Python 3 executable

Changes to CI setup
- Install protobuf in ubuntu_core.sh and centos_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

Code changes
- Locally disable warnings introduced by GCC7

.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

3rdparty/mshadow/CMakeLists.txt

@@ -13,6 +13,12 @@ add_library(mshadow INTERFACE)
 file(GLOB_RECURSE MSHADOWSOURCE "mshadow/*.h")
 target_include_directories(mshadow INTERFACE "${CMAKE_CURRENT_SOURCE_DIR}")
 target_sources(mshadow INTERFACE ${MSHADOWSOURCE})
+if(UNIX)
+  target_compile_options(mshadow INTERFACE
+    "$<$<COMPILE_LANGUAGE:CXX>:-Wno-unused-parameter>"
+    "$<$<COMPILE_LANGUAGE:CXX>:-Wno-unknown-pragmas>"
+    "$<$<COMPILE_LANGUAGE:CXX>:-Wno-unused-local-typedefs>")
+endif()
 
 if(USE_CUDA)
   enable_language(CUDA)
@@ -67,7 +73,8 @@ else()
 endif()
 
 set(mshadow_LINT_DIRS mshadow mshadow-ps)
+find_package(Python3)
 add_custom_target(mshadow_lint COMMAND ${CMAKE_COMMAND} -DMSVC=${MSVC}
-  -DPYTHON_EXECUTABLE=${PYTHON_EXECUTABLE} -DLINT_DIRS=${mshadow_LINT_DIRS}
+  -DPYTHON_EXECUTABLE=${Python3_EXECUTABLE} -DLINT_DIRS=${mshadow_LINT_DIRS}
   -DPROJECT_SOURCE_DIR=${PROJECT_SOURCE_DIR} -DPROJECT_NAME=mshadow
   -P ${PROJECT_SOURCE_DIR}/../dmlc-core/cmake/lint.cmake)

3rdparty/mshadow/mshadow/base.h

@@ -18,12 +18,13 @@
 #define NOMINMAX
 #endif
 #endif
-#include <cmath>
-#include <cstdio>
+#include <algorithm>
 #include <cfloat>
 #include <climits>
-#include <algorithm>
+#include <cmath>
+#include <cstdio>
 #include <functional>
+#include <limits>
 #include <sstream>
 #include <string>
 
@@ -839,7 +840,7 @@ MSHADOW_XINLINE bool MaxValue<bool>(void) {
 /*! \brief maximum value of uint32_t */
 template<>
 MSHADOW_XINLINE uint32_t MaxValue<uint32_t>(void) {
-  return -1;
+  return std::numeric_limits<uint32_t>::max();
 }
 
 /*!

CMakeLists.txt

@@ -51,6 +51,7 @@ 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)
@@ -381,6 +382,16 @@ if(USE_JEMALLOC)
   endif()
 endif()
 
+if(USE_LIBJPEG_TURBO)
+  find_package(PkgConfig REQUIRED)
+  pkg_search_module(TURBOJPEG REQUIRED libturbojpeg)
+  include_directories(SYSTEM ${TURBOJPEG_INCLUDE_DIRS})
+  list(APPEND mxnet_LINKER_LIBS ${TURBOJPEG_LINK_LIBRARIES})
+  add_definitions(-DMXNET_USE_LIBJPEG_TURBO=1)
+else()
+  add_definitions(-DMXNET_USE_LIBJPEG_TURBO=0)
+endif()
+
 # ---[ OpenCV
 if(USE_OPENCV)
   find_package(OpenCV COMPONENTS core highgui imgproc imgcodecs)
@@ -661,7 +672,7 @@ add_subdirectory("3rdparty/mshadow")
 
 set(MXNET_INSTALL_TARGETS mxnet)
 if(UNIX)
-  string(APPEND CMAKE_CUDA_FLAGS "${CUDA_ARCH_FLAGS_SPACES}")
+  string(APPEND CMAKE_CUDA_FLAGS " ${CUDA_ARCH_FLAGS_SPACES}")
   # Create dummy file since we want an empty shared library before linking
   set(DUMMY_SOURCE ${CMAKE_BINARY_DIR}/dummy.c)
   file(WRITE ${DUMMY_SOURCE} "")
@@ -673,6 +684,15 @@ if(UNIX)
   target_link_libraries(mxnet PRIVATE mxnet_static)
   target_link_libraries(mxnet_static PUBLIC ${CMAKE_DL_LIBS})
   set_target_properties(mxnet_static PROPERTIES OUTPUT_NAME mxnet)
+  if(CMAKE_BUILD_TYPE STREQUAL "RelWithDebInfo")
+    target_compile_options(mxnet_static PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:-Werror>")
+    # Ignore erroneous compiler warnings:
+    # 1) variables used in '#pragma omp parallel' are considered unused
+    target_compile_options(mxnet_static PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:-Wno-error=unused-variable>")
+    if(USE_CUDA)
+      string(APPEND CMAKE_CUDA_FLAGS " -Werror cross-execution-space-call")
+    endif()
+  endif()
 elseif(MSVC)
   if(USE_CUDA)
     if(MSVC)
@@ -708,7 +728,7 @@ elseif(MSVC)
           COMMAND gen_warp $<TARGET_FILE:mxnet_${mxnet_first_arch}> WORKING_DIRECTORY ${CMAKE_BINARY_DIR}/ DEPENDS $<TARGET_FILE:mxnet_${mxnet_first_arch}>)
       else(USE_SPLIT_ARCH_DLL)
         string(REPLACE ";" " " NVCC_FLAGS_ARCH "${NVCC_FLAGS_ARCH}")
-        set(CMAKE_CUDA_FLAGS "${CUDA_ARCH_FLAGS_SPACES}")
+        set(CMAKE_CUDA_FLAGS " ${CUDA_ARCH_FLAGS_SPACES}")
         add_library(mxnet SHARED ${SOURCE})
         target_link_libraries(mxnet PUBLIC mshadow)
         target_compile_options(
@@ -778,14 +798,7 @@ endfunction()
 if(USE_TVM_OP)
   list(APPEND mxnet_LINKER_LIBS ${CMAKE_CURRENT_BINARY_DIR}/3rdparty/tvm/libtvm_runtime.so)
   BuildTVMOP()
-  if(NOT Python3_EXECUTABLE)
-    find_package(PythonInterp 3 REQUIRED)
-    set(Python3_EXECUTABLE ${PYTHON_EXECUTABLE} CACHE FILEPATH "Path to the python3 executable")
-    if(NOT Python3_EXECUTABLE)
-      message(FATAL_ERROR "No python3 interpreter found to build TVM operators")
-    endif()
-  endif()
-
+  find_package(Python3 REQUIRED)
   set(TVM_OP_COMPILE_OPTIONS "-o${CMAKE_CURRENT_BINARY_DIR}" "--config" "${CMAKE_CURRENT_BINARY_DIR}/tvmop.conf" "-L" "${CMAKE_CURRENT_BINARY_DIR}/3rdparty/tvm")
   if(USE_CUDA)
     set(TVM_OP_COMPILE_OPTIONS "${TVM_OP_COMPILE_OPTIONS}" "--cuda-arch" "\"${CUDA_ARCH_FLAGS}\"")
@@ -904,13 +917,10 @@ endif()
 add_subdirectory(tests)
 
 # ---[ Linter target
-if(MSVC)
-  find_package(PythonInterp)
-  set(PYTHON_EXECUTABLE ${PYTHON_EXECUTABLE} CACHE FILEPATH "Path to the python executable")
-endif()
+find_package(Python3)
 set(LINT_DIRS "include src plugin cpp-package tests")
 set(EXCLUDE_PATH "src/operator/contrib/ctc_include")
-add_custom_target(mxnet_lint COMMAND ${CMAKE_COMMAND} -DMSVC=${MSVC} -DPYTHON_EXECUTABLE=${PYTHON_EXECUTABLE} -DLINT_DIRS=${LINT_DIRS} -DPROJECT_SOURCE_DIR=${CMAKE_CURRENT_SOURCE_DIR} -DPROJECT_NAME=mxnet -DEXCLUDE_PATH=${EXCLUDE_PATH} -P ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/dmlc-core/cmake/lint.cmake)
+add_custom_target(mxnet_lint COMMAND ${CMAKE_COMMAND} -DMSVC=${MSVC} -DPYTHON_EXECUTABLE=${Python3_EXECUTABLE} -DLINT_DIRS=${LINT_DIRS} -DPROJECT_SOURCE_DIR=${CMAKE_CURRENT_SOURCE_DIR} -DPROJECT_NAME=mxnet -DEXCLUDE_PATH=${EXCLUDE_PATH} -P ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/dmlc-core/cmake/lint.cmake)
 
 if(BUILD_CYTHON_MODULES)
   include(cmake/BuildCythonModules.cmake)

R-package/Makefile

@@ -1,5 +1,5 @@
 rcpplint:
-	3rdparty/dmlc-core/scripts/lint.py mxnet-rcpp ${LINT_LANG} R-package/src
+	./3rdparty/dmlc-core/scripts/lint.py mxnet-rcpp all R-package/src
 
 rpkg:
 	mkdir -p R-package/inst/libs

ci/docker/install/centos7_base.sh

@@ -27,7 +27,20 @@ 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
+yum -y install protobuf-compiler
+yum -y install protobuf-devel
+yum -y install zeromq-devel
+
+# Centos 7 only provides ninja-build
+ln -s /usr/bin/ninja-build /usr/bin/ninja
+
+# 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

@@ -30,10 +30,23 @@ yum -y install atlas-devel # Provide clbas headerfiles
 yum -y install openblas-devel
 yum -y install lapack-devel
 yum -y install opencv-devel
+yum -y install protobuf-compiler
+yum -y install protobuf-devel
+yum -y install zeromq-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
+
+# Centos 7 only provides ninja-build
+ln -s /usr/bin/ninja-build /usr/bin/ninja
+
+# 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 \