Add Image support

.ci/linux-steps.yaml

@@ -47,4 +47,4 @@ steps:
 
 # Run test
 - script: cd build && ./mlboard_tests
-  displayName: 'Running test'
+  displayName: 'Running test'

.ci/macos-steps.yaml

@@ -43,4 +43,4 @@ steps:
 
 # Run test
 - script: cd build && ./mlboard_tests
-  displayName: 'Running test'
+  displayName: 'Running test'

.ci/windows-steps.yaml

@@ -36,7 +36,7 @@ steps:
     cp "dirent/include/dirent.h" "C:/Program Files (x86)/Microsoft Visual Studio/2017/Enterprise/VC/Tools/MSVC/14.16.27023/include"
     cp "dirent/include/dirent.h" "C:/Program Files (x86)/Microsoft Visual Studio/2017/Enterprise/VC/Tools/MSVC/14.16.27023/include"
     cp "dirent/include/dirent.h" "C:/Program Files (x86)/include"
-    cp "dirent/include/dirent.h" "C:/Program Files/include"  
+    cp "dirent/include/dirent.h" "C:/Program Files/include"
   displayName: 'Fetch build dependencies'
 
 # Configure armadillo
@@ -134,13 +134,21 @@ steps:
     cd build
     cmake $(CMakeGenerator) `
     -DBUILD_TESTS=ON `
+    -DBLAS_LIBRARIES:FILEPATH=$(Agent.ToolsDirectory)\OpenBLAS.0.2.14.1\lib\native\lib\x64\libopenblas.dll.a `
+    -DLAPACK_LIBRARIES:FILEPATH=$(Agent.ToolsDirectory)\OpenBLAS.0.2.14.1\lib\native\lib\x64\libopenblas.dll.a `
+    -DBOOST_INCLUDEDIR=$(Agent.ToolsDirectory)\boost.1.60.0.0\lib\native\include `
+    -DBOOST_LIBRARYDIR=$(Agent.ToolsDirectory)\boost_libs `
     -DARMADILLO_INCLUDE_DIR="..\armadillo-8.400.0\include" `
     -DARMADILLO_LIBRARY="..\armadillo-8.400.0\Release\armadillo.lib" `
     -DProtobuf_INCLUDE_DIR="..\protobuf\src\" `
     -DPROTOBUF_LIBRARY="$(Agent.ToolsDirectory)\boost_libs\libprotobuf.lib" `
     -DProtobuf_PROTOC_EXECUTABLE="..\protobuf\cmake\solution\Release\protoc.exe" `
     -DMLPACK_INCLUDE_DIR="..\mlpack\build\include" `
     -DMLPACK_LIBRARY="..\mlpack\build\Release\mlpack.lib" ..
+
+    cp $(Agent.ToolsDirectory)\boost_libs\*.* include\
+    cp $(Agent.ToolsDirectory)\OpenBLAS.0.2.14.1\lib\native\lib\x64\*.* include\
+    cp $(Agent.ToolsDirectory)\OpenBLAS.0.2.14.1\lib\native\bin\x64\*.* include\
   displayName: 'Configure mlboard'
 
 # Build mlboard

CMake/ARMA_FindACML.cmake

@@ -0,0 +1,37 @@
+# - Find AMD's ACML library (no includes) which provides optimised BLAS and LAPACK functions
+# This module defines
+#  ACML_LIBRARIES, the libraries needed to use ACML.
+#  ACML_FOUND, If false, do not try to use ACML.
+# also defined, but not for general use are
+#  ACML_LIBRARY, where to find the ACML library.
+
+set(ACML_NAMES ${ACML_NAMES} acml)
+find_library(ACML_LIBRARY
+  NAMES ${ACML_NAMES}
+  PATHS /usr/lib64 /usr/lib /usr/*/lib64 /usr/*/lib /usr/*/gfortran64/lib/ /usr/*/gfortran32/lib/ /usr/local/lib64 /usr/local/lib /opt/lib64 /opt/lib /opt/*/lib64 /opt/*/lib /opt/*/gfortran64/lib/ /opt/*/gfortran32/lib/
+  )
+
+if (ACML_LIBRARY)
+  set(ACML_LIBRARIES ${ACML_LIBRARY})
+  set(ACML_FOUND "YES")
+else ()
+  set(ACML_FOUND "NO")
+endif ()
+
+
+if (ACML_FOUND)
+   if (NOT ACML_FIND_QUIETLY)
+      message(STATUS "Found the ACML library: ${ACML_LIBRARIES}")
+   endif ()
+else ()
+   if (ACML_FIND_REQUIRED)
+      message(FATAL_ERROR "Could not find the ACML library")
+   endif ()
+endif ()
+
+# Deprecated declarations.
+get_filename_component (NATIVE_ACML_LIB_PATH ${ACML_LIBRARY} PATH)
+
+mark_as_advanced(
+  ACML_LIBRARY
+  )

CMake/ARMA_FindACMLMP.cmake

@@ -0,0 +1,37 @@
+# - Find AMD's ACMLMP library (no includes) which provides optimised and parallelised BLAS and LAPACK functions
+# This module defines
+#  ACMLMP_LIBRARIES, the libraries needed to use ACMLMP.
+#  ACMLMP_FOUND, If false, do not try to use ACMLMP.
+# also defined, but not for general use are
+#  ACMLMP_LIBRARY, where to find the ACMLMP library.
+
+set(ACMLMP_NAMES ${ACMLMP_NAMES} acml_mp)
+find_library(ACMLMP_LIBRARY
+  NAMES ${ACMLMP_NAMES}
+  PATHS /usr/lib64 /usr/lib /usr/*/lib64 /usr/*/lib /usr/*/gfortran64_mp/lib/ /usr/*/gfortran32_mp/lib/ /usr/local/lib64 /usr/local/lib /opt/lib64 /opt/lib /opt/*/lib64 /opt/*/lib /opt/*/gfortran64_mp/lib/ /opt/*/gfortran32_mp/lib/
+  )
+
+if (ACMLMP_LIBRARY)
+  set(ACMLMP_LIBRARIES ${ACMLMP_LIBRARY})
+  set(ACMLMP_FOUND "YES")
+else ()
+  set(ACMLMP_FOUND "NO")
+endif ()
+
+
+if (ACMLMP_FOUND)
+   if (NOT ACMLMP_FIND_QUIETLY)
+      message(STATUS "Found the ACMLMP library: ${ACMLMP_LIBRARIES}")
+   endif ()
+else ()
+   if (ACMLMP_FIND_REQUIRED)
+      message(FATAL_ERROR "Could not find the ACMLMP library")
+   endif ()
+endif ()
+
+# Deprecated declarations.
+get_filename_component (NATIVE_ACMLMP_LIB_PATH ${ACMLMP_LIBRARY} PATH)
+
+mark_as_advanced(
+  ACMLMP_LIBRARY
+  )

CMake/ARMA_FindARPACK.cmake

@@ -0,0 +1,39 @@
+# - Try to find ARPACK
+# Once done this will define
+#
+#  ARPACK_FOUND        - system has ARPACK
+#  ARPACK_LIBRARY      - Link this to use ARPACK
+
+
+find_library(ARPACK_LIBRARY
+  NAMES arpack
+  PATHS /usr/lib64 /usr/lib /usr/local/lib64 /usr/local/lib
+  )
+
+
+if (ARPACK_LIBRARY)
+  set(ARPACK_FOUND YES)
+else ()
+  # Search for PARPACK.
+  find_library(ARPACK_LIBRARY
+    NAMES parpack
+    PATHS /usr/lib64 /usr/lib /usr/local/lib64 /usr/local/lib
+  )
+
+  if (ARPACK_LIBRARY)
+    set(ARPACK_FOUND YES)
+  else ()
+    set(ARPACK_FOUND NO)
+  endif ()
+endif ()
+
+
+if (ARPACK_FOUND)
+  if (NOT ARPACK_FIND_QUIETLY)
+     message(STATUS "Found an ARPACK library: ${ARPACK_LIBRARY}")
+  endif ()
+else ()
+  if (ARPACK_FIND_REQUIRED)
+     message(FATAL_ERROR "Could not find an ARPACK library")
+  endif ()
+endif ()

CMake/ARMA_FindBLAS.cmake

@@ -0,0 +1,44 @@
+# - Find a BLAS library (no includes)
+# This module defines
+#  BLAS_LIBRARIES, the libraries needed to use BLAS.
+#  BLAS_FOUND, If false, do not try to use BLAS.
+# also defined, but not for general use are
+#  BLAS_LIBRARY, where to find the BLAS library.
+
+set(BLAS_NAMES ${BLAS_NAMES} blas)
+
+# Find the ATLAS version preferentially.
+find_library(BLAS_LIBRARY
+  NAMES ${BLAS_NAMES}
+  PATHS /usr/lib64/atlas /usr/lib/atlas /usr/local/lib64/atlas /usr/local/lib/atlas
+  NO_DEFAULT_PATH)
+
+find_library(BLAS_LIBRARY
+  NAMES ${BLAS_NAMES}
+  PATHS /usr/lib64/atlas /usr/lib/atlas /usr/lib64 /usr/lib /usr/local/lib64 /usr/local/lib
+  )
+
+if (BLAS_LIBRARY)
+  set(BLAS_LIBRARIES ${BLAS_LIBRARY})
+  set(BLAS_FOUND "YES")
+else ()
+  set(BLAS_FOUND "NO")
+endif ()
+
+
+if (BLAS_FOUND)
+   if (NOT BLAS_FIND_QUIETLY)
+      message(STATUS "Found BLAS: ${BLAS_LIBRARIES}")
+   endif ()
+else ()
+   if (BLAS_FIND_REQUIRED)
+      message(FATAL_ERROR "Could not find BLAS")
+   endif ()
+endif ()
+
+# Deprecated declarations.
+get_filename_component (NATIVE_BLAS_LIB_PATH ${BLAS_LIBRARY} PATH)
+
+mark_as_advanced(
+  BLAS_LIBRARY
+  )

CMake/ARMA_FindCBLAS.cmake

@@ -0,0 +1,47 @@
+# - Find CBLAS (includes and library)
+# This module defines
+#  CBLAS_INCLUDE_DIR
+#  CBLAS_LIBRARIES
+#  CBLAS_FOUND
+# also defined, but not for general use are
+#  CBLAS_LIBRARY, where to find the library.
+
+find_path(CBLAS_INCLUDE_DIR cblas.h
+/usr/include/atlas/
+/usr/local/include/atlas/
+/usr/include/
+/usr/local/include/
+)
+
+set(CBLAS_NAMES ${CBLAS_NAMES} cblas)
+find_library(CBLAS_LIBRARY
+  NAMES ${CBLAS_NAMES}
+  PATHS /usr/lib64/atlas-sse3 /usr/lib64/atlas /usr/lib64 /usr/local/lib64/atlas /usr/local/lib64 /usr/lib/atlas-sse3 /usr/lib/atlas-sse2 /usr/lib/atlas-sse /usr/lib/atlas-3dnow /usr/lib/atlas /usr/lib /usr/local/lib/atlas /usr/local/lib
+  )
+
+if (CBLAS_LIBRARY AND CBLAS_INCLUDE_DIR)
+    set(CBLAS_LIBRARIES ${CBLAS_LIBRARY})
+    set(CBLAS_FOUND "YES")
+else ()
+  set(CBLAS_FOUND "NO")
+endif ()
+
+
+if (CBLAS_FOUND)
+   if (NOT CBLAS_FIND_QUIETLY)
+      message(STATUS "Found a CBLAS library: ${CBLAS_LIBRARIES}")
+   endif ()
+else ()
+   if (CBLAS_FIND_REQUIRED)
+      message(FATAL_ERROR "Could not find a CBLAS library")
+   endif ()
+endif ()
+
+# Deprecated declarations.
+set (NATIVE_CBLAS_INCLUDE_PATH ${CBLAS_INCLUDE_DIR} )
+get_filename_component (NATIVE_CBLAS_LIB_PATH ${CBLAS_LIBRARY} PATH)
+
+mark_as_advanced(
+  CBLAS_LIBRARY
+  CBLAS_INCLUDE_DIR
+  )

CMake/ARMA_FindCLAPACK.cmake

@@ -0,0 +1,48 @@
+# - Find a version of CLAPACK (includes and library)
+# This module defines
+#  CLAPACK_INCLUDE_DIR
+#  CLAPACK_LIBRARIES
+#  CLAPACK_FOUND
+# also defined, but not for general use are
+#  CLAPACK_LIBRARY, where to find the library.
+
+find_path(CLAPACK_INCLUDE_DIR clapack.h
+/usr/include/atlas/
+/usr/local/include/atlas/
+/usr/include/
+/usr/local/include/
+)
+
+set(CLAPACK_NAMES ${CLAPACK_NAMES} lapack_atlas)
+set(CLAPACK_NAMES ${CLAPACK_NAMES} clapack)
+find_library(CLAPACK_LIBRARY
+  NAMES ${CLAPACK_NAMES}
+  PATHS /usr/lib64/atlas-sse3 /usr/lib64/atlas /usr/lib64 /usr/local/lib64/atlas /usr/local/lib64 /usr/lib/atlas-sse3 /usr/lib/atlas-sse2 /usr/lib/atlas-sse /usr/lib/atlas-3dnow /usr/lib/atlas /usr/lib /usr/local/lib/atlas /usr/local/lib
+  )
+
+if (CLAPACK_LIBRARY AND CLAPACK_INCLUDE_DIR)
+    set(CLAPACK_LIBRARIES ${CLAPACK_LIBRARY})
+    set(CLAPACK_FOUND "YES")
+else ()
+  set(CLAPACK_FOUND "NO")
+endif ()
+
+
+if (CLAPACK_FOUND)
+   if (NOT CLAPACK_FIND_QUIETLY)
+      message(STATUS "Found a CLAPACK library: ${CLAPACK_LIBRARIES}")
+   endif ()
+else ()
+   if (CLAPACK_FIND_REQUIRED)
+      message(FATAL_ERROR "Could not find a CLAPACK library")
+   endif ()
+endif ()
+
+# Deprecated declarations.
+set (NATIVE_CLAPACK_INCLUDE_PATH ${CLAPACK_INCLUDE_DIR} )
+get_filename_component (NATIVE_CLAPACK_LIB_PATH ${CLAPACK_LIBRARY} PATH)
+
+mark_as_advanced(
+  CLAPACK_LIBRARY
+  CLAPACK_INCLUDE_DIR
+  )

CMake/ARMA_FindLAPACK.cmake

@@ -0,0 +1,44 @@
+# - Find a LAPACK library (no includes)
+# This module defines
+#  LAPACK_LIBRARIES, the libraries needed to use LAPACK.
+#  LAPACK_FOUND, If false, do not try to use LAPACK.
+# also defined, but not for general use are
+#  LAPACK_LIBRARY, where to find the LAPACK library.
+
+set(LAPACK_NAMES ${LAPACK_NAMES} lapack)
+
+# Check ATLAS paths preferentially, using this necessary hack (I love CMake).
+find_library(LAPACK_LIBRARY
+  NAMES ${LAPACK_NAMES}
+  PATHS /usr/lib64/atlas /usr/lib/atlas /usr/local/lib64/atlas /usr/local/lib/atlas
+  NO_DEFAULT_PATH)
+
+find_library(LAPACK_LIBRARY
+  NAMES ${LAPACK_NAMES}
+  PATHS /usr/lib64 /usr/lib /usr/local/lib64 /usr/local/lib
+  )
+
+if (LAPACK_LIBRARY)
+  set(LAPACK_LIBRARIES ${LAPACK_LIBRARY})
+  set(LAPACK_FOUND "YES")
+else ()
+  set(LAPACK_FOUND "NO")
+endif ()
+
+
+if (LAPACK_FOUND)
+   if (NOT LAPACK_FIND_QUIETLY)
+      message(STATUS "Found LAPACK: ${LAPACK_LIBRARIES}")
+   endif ()
+else ()
+   if (LAPACK_FIND_REQUIRED)
+      message(FATAL_ERROR "Could not find LAPACK")
+   endif ()
+endif ()
+
+# Deprecated declarations.
+get_filename_component (NATIVE_LAPACK_LIB_PATH ${LAPACK_LIBRARY} PATH)
+
+mark_as_advanced(
+  LAPACK_LIBRARY
+  )

CMake/ARMA_FindMKL.cmake

@@ -0,0 +1,49 @@
+# - Find the MKL libraries (no includes)
+# This module defines
+#  MKL_LIBRARIES, the libraries needed to use Intel's implementation of BLAS & LAPACK.
+#  MKL_FOUND, If false, do not try to use MKL.
+
+set(MKL_NAMES ${MKL_NAMES} mkl_lapack)
+set(MKL_NAMES ${MKL_NAMES} mkl_intel_thread)
+set(MKL_NAMES ${MKL_NAMES} mkl_core)
+set(MKL_NAMES ${MKL_NAMES} guide)
+set(MKL_NAMES ${MKL_NAMES} mkl)
+set(MKL_NAMES ${MKL_NAMES} iomp5)
+#set(MKL_NAMES ${MKL_NAMES} pthread)
+
+if(CMAKE_SIZEOF_VOID_P EQUAL 8)
+  set(MKL_NAMES ${MKL_NAMES} mkl_intel_lp64)
+else()
+  set(MKL_NAMES ${MKL_NAMES} mkl_intel)
+endif()
+
+foreach (MKL_NAME ${MKL_NAMES})
+  find_library(${MKL_NAME}_LIBRARY
+    NAMES ${MKL_NAME}
+    PATHS /usr/lib64 /usr/lib /usr/local/lib64 /usr/local/lib /opt/intel/lib/intel64 /opt/intel/lib/ia32 /opt/intel/mkl/lib/lib64 /opt/intel/mkl/lib/intel64 /opt/intel/mkl/lib/ia32 /opt/intel/mkl/lib /opt/intel/*/mkl/lib/intel64 /opt/intel/*/mkl/lib/ia32/ /opt/mkl/*/lib/em64t /opt/mkl/*/lib/32 /opt/intel/mkl/*/lib/em64t /opt/intel/mkl/*/lib/32
+    )
+
+  set(TMP_LIBRARY ${${MKL_NAME}_LIBRARY})
+
+  if(TMP_LIBRARY)
+    set(MKL_LIBRARIES ${MKL_LIBRARIES} ${TMP_LIBRARY})
+  endif()
+endforeach()
+
+if (MKL_LIBRARIES)
+  set(MKL_FOUND "YES")
+else ()
+  set(MKL_FOUND "NO")
+endif ()
+
+if (MKL_FOUND)
+  if (NOT MKL_FIND_QUIETLY)
+    message(STATUS "Found MKL libraries: ${MKL_LIBRARIES}")
+  endif ()
+else ()
+  if (MKL_FIND_REQUIRED)
+    message(FATAL_ERROR "Could not find MKL libraries")
+  endif ()
+endif ()
+
+# mark_as_advanced(MKL_LIBRARY)