rename-pkg_name-for-micro

cmake/package_lite.cmake

@@ -153,8 +153,19 @@ if(PLATFORM_ARM64)
             COMPONENT ${RUNTIME_COMPONENT_NAME})
     install(DIRECTORY ${TOP_DIR}/include/api/ DESTINATION ${RUNTIME_INC_DIR}/api
             COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h" PATTERN "ops*" EXCLUDE)
-    install(DIRECTORY ${TOP_DIR}/mindspore/lite/build/operator_library DESTINATION ${CODEGEN_ROOT_DIR}
-            COMPONENT ${RUNTIME_COMPONENT_NAME})
+    file(GLOB NNACL_FILES GLOB ${TOP_DIR}/mindspore/lite/nnacl/*.h)
+    install(FILES ${NNACL_FILES} DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl COMPONENT ${RUNTIME_COMPONENT_NAME})
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/base DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/int8 DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/fp32 DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/intrinsics DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/micro/coder/wrapper DESTINATION ${CODEGEN_ROOT_DIR}/include
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(TARGETS wrapper ARCHIVE DESTINATION ${CODEGEN_ROOT_DIR}/lib COMPONENT ${RUNTIME_COMPONENT_NAME})
     if(ENABLE_TOOLS)
         install(TARGETS ${BENCHMARK_NAME} RUNTIME DESTINATION ${BENCHMARK_ROOT_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME})
     endif()
@@ -174,8 +185,19 @@ elseif(PLATFORM_ARM32)
             COMPONENT ${RUNTIME_COMPONENT_NAME})
     install(DIRECTORY ${TOP_DIR}/include/api/ DESTINATION ${RUNTIME_INC_DIR}/api
             COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h" PATTERN "ops*" EXCLUDE)
-    install(DIRECTORY ${TOP_DIR}/mindspore/lite/build/operator_library DESTINATION ${CODEGEN_ROOT_DIR}
-            COMPONENT ${RUNTIME_COMPONENT_NAME})
+    file(GLOB NNACL_FILES GLOB ${TOP_DIR}/mindspore/lite/nnacl/*.h)
+    install(FILES ${NNACL_FILES} DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl COMPONENT ${RUNTIME_COMPONENT_NAME})
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/base DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/int8 DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/fp32 DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/intrinsics DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(DIRECTORY ${TOP_DIR}/mindspore/lite/micro/coder/wrapper DESTINATION ${CODEGEN_ROOT_DIR}/include
+            COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+    install(TARGETS wrapper ARCHIVE DESTINATION ${CODEGEN_ROOT_DIR}/lib COMPONENT ${RUNTIME_COMPONENT_NAME})
     if(ENABLE_TOOLS)
         install(TARGETS ${BENCHMARK_NAME} RUNTIME DESTINATION ${BENCHMARK_ROOT_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME})
     endif()
@@ -240,7 +262,27 @@ else()
         install(FILES ${glog_LIBPATH}/libglog.so.0.4.0
                 DESTINATION ${CONVERTER_ROOT_DIR}/third_party/glog/lib RENAME libglog.so.0
                 COMPONENT ${RUNTIME_COMPONENT_NAME})
-        install(DIRECTORY ${TOP_DIR}/mindspore/lite/build/operator_library DESTINATION ${CODEGEN_ROOT_DIR}
+        file(GLOB NNACL_FILES GLOB ${TOP_DIR}/mindspore/lite/nnacl/*.h)
+        install(FILES ${NNACL_FILES} DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl COMPONENT ${RUNTIME_COMPONENT_NAME})
+        install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/base DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+                COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+        install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/int8 DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+                COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+        install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/fp32 DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+                COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+        install(DIRECTORY ${TOP_DIR}/mindspore/lite/nnacl/intrinsics DESTINATION ${CODEGEN_ROOT_DIR}/include/nnacl
+                COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+        install(DIRECTORY ${TOP_DIR}/mindspore/lite/micro/coder/wrapper DESTINATION ${CODEGEN_ROOT_DIR}/include
+                COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+        install(TARGETS wrapper ARCHIVE DESTINATION ${CODEGEN_ROOT_DIR}/lib COMPONENT ${RUNTIME_COMPONENT_NAME})
+        set(MICRO_CMSIS_DIR ${CMAKE_BINARY_DIR}/cmsis/CMSIS)
+        install(DIRECTORY ${MICRO_CMSIS_DIR}/Core/Include DESTINATION ${CODEGEN_ROOT_DIR}/third_party/include/CMSIS/Core
+                COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+        install(DIRECTORY ${MICRO_CMSIS_DIR}/DSP/Include DESTINATION ${CODEGEN_ROOT_DIR}/third_party/include/CMSIS/DSP
+                COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+        install(DIRECTORY ${MICRO_CMSIS_DIR}/NN/Include DESTINATION ${CODEGEN_ROOT_DIR}/third_party/include/CMSIS/NN
+                COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
+        install(TARGETS cmsis_nn ARCHIVE DESTINATION ${CODEGEN_ROOT_DIR}/third_party/lib
                 COMPONENT ${RUNTIME_COMPONENT_NAME})
         install(TARGETS codegen RUNTIME DESTINATION ${CODEGEN_ROOT_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME})
     endif()

mindspore/lite/micro/cmake/package_android.cmake

@@ -1,17 +0,0 @@
-option(MICRO_BUILD_ARM64 "build android arm64" OFF)
-option(MICRO_BUILD_ARM32A "build android arm32" OFF)
-
-if(MICRO_BUILD_ARM64 OR MICRO_BUILD_ARM32A)
-  add_compile_definitions(ENABLE_NEON)
-  add_compile_definitions(ENABLE_ARM)
-endif()
-
-if(MICRO_BUILD_ARM64)
-  add_compile_definitions(ENABLE_ARM64)
-  set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -march=armv8.2-a+dotprod")
-endif()
-
-if(MICRO_BUILD_ARM32A)
-  add_compile_definitions(ENABLE_ARM32)
-  add_definitions(-mfloat-abi=softfp -mfpu=neon)
-endif()

mindspore/lite/micro/cmake/package_cmsis.cmake

@@ -1,21 +1,20 @@
-set(CMSIS_DIR ${LITE_DIR}/micro/build/cmsis)
-if(MICRO_CMSIS_X86)
-    message("build cmsis kernels")
-    include_directories(${CMSIS_DIR}/CMSIS/Core/Include)
-    include_directories(${CMSIS_DIR}/CMSIS/DSP/Include)
-    include_directories(${CMSIS_DIR}/CMSIS/NN/Include)
+set(CMSIS_DIR ${CMAKE_BINARY_DIR}/cmsis)
+message("build cmsis kernels")
+include_directories(${CMSIS_DIR}/CMSIS/Core/Include)
+include_directories(${CMSIS_DIR}/CMSIS/DSP/Include)
+include_directories(${CMSIS_DIR}/CMSIS/NN/Include)
 
-    file(REMOVE ${CMSIS_DIR}/CMSIS/NN/Source/NNSupportFunctions/arm_q7_to_q15_reordered_no_shift.c)
+file(REMOVE ${CMSIS_DIR}/CMSIS/NN/Source/NNSupportFunctions/arm_q7_to_q15_reordered_no_shift.c)
+
+file(GLOB CMSIS_OPS
+        ${CMSIS_DIR}/CMSIS/NN/Source/BasicMathFunctions/*.c
+        ${CMSIS_DIR}/CMSIS/NN/Source/ActivationFunctions/*.c
+        ${CMSIS_DIR}/CMSIS/NN/Source/ConcatenationFunctions/*.c
+        ${CMSIS_DIR}/CMSIS/NN/Source/ConvolutionFunctions/*.c
+        ${CMSIS_DIR}/CMSIS/NN/Source/FullyConnectedFunctions/*.c
+        ${CMSIS_DIR}/CMSIS/NN/Source/NNSupportFunctions/*.c
+        ${CMSIS_DIR}/CMSIS/NN/Source/PoolingFunctions/*.c
+        ${CMSIS_DIR}/CMSIS/NN/Source/ReshapeFunctions/*.c
+        ${CMSIS_DIR}/CMSIS/NN/Source/SoftmaxFunctions/*.c
+        )
 
-    file(GLOB CMSIS_OPS
-            ${CMSIS_DIR}/CMSIS/NN/Source/BasicMathFunctions/*.c
-            ${CMSIS_DIR}/CMSIS/NN/Source/ActivationFunctions/*.c
-            ${CMSIS_DIR}/CMSIS/NN/Source/ConcatenationFunctions/*.c
-            ${CMSIS_DIR}/CMSIS/NN/Source/ConvolutionFunctions/*.c
-            ${CMSIS_DIR}/CMSIS/NN/Source/FullyConnectedFunctions/*.c
-            ${CMSIS_DIR}/CMSIS/NN/Source/NNSupportFunctions/*.c
-            ${CMSIS_DIR}/CMSIS/NN/Source/PoolingFunctions/*.c
-            ${CMSIS_DIR}/CMSIS/NN/Source/ReshapeFunctions/*.c
-            ${CMSIS_DIR}/CMSIS/NN/Source/SoftmaxFunctions/*.c
-            )
-endif()

mindspore/lite/micro/cmake/package_nnacl.cmake

@@ -1,22 +0,0 @@
-include_directories(${LITE_DIR})
-set(NNACL_DIR ${LITE_DIR}/nnacl)
-file(GLOB KERNEL_SRC
-    ${NNACL_DIR}/*.c
-    ${NNACL_DIR}/base/*.c
-    ${NNACL_DIR}/fp32/*.c
-    ${NNACL_DIR}/int8/*.c
-)
-
-if(MICRO_BUILD_ARM64)
-    file(GLOB ASSEMBLY_SRC ${NNACL_DIR}/assembly/arm64/*.S)
-    file(GLOB OPT_SRC ${NNACL_DIR}/assembly/opt/*.S)
-    list(APPEND ASSEMBLY_SRC ${OPT_SRC})
-    set_property(SOURCE ${ASSEMBLY_SRC} PROPERTY LANGUAGE C)
-endif()
-
-if(MICRO_BUILD_ARM32A)
-    file(GLOB ASSEMBLY_SRC ${NNACL_DIR}/assembly/arm32/*.S)
-    set_property(SOURCE ${ASSEMBLY_SRC} PROPERTY LANGUAGE C)
-endif()
-
-set(NNACL_OPS ${KERNEL_SRC} ${ASSEMBLY_SRC})

mindspore/lite/micro/cmake/package_wrapper.cmake

@@ -1,5 +1,5 @@
-include_directories(${LITE_DIR}/micro/coder/operator_library)
-set(WRAPPER_DIR ${LITE_DIR}/micro/coder/operator_library/wrapper/)
+include_directories(${LITE_DIR}/micro/coder/)
+set(WRAPPER_DIR ${LITE_DIR}/micro/coder/wrapper/)
 
 set(WRAPPER_SRC
         ${WRAPPER_DIR}/base/common_wrapper.c

mindspore/lite/micro/coder/CMakeLists.txt

@@ -24,7 +24,7 @@ include_directories(${MICRO_DIR})
 include(${TOP_DIR}/cmake/external_libs/cmsis.cmake)
 include(${MICRO_DIR}/cmake/file_list.cmake)
 include(${MICRO_DIR}/cmake/package_wrapper.cmake)
-add_subdirectory(operator_library)
+add_subdirectory(wrapper)
 
 if(ENABLE_CONVERTER)
     add_executable(codegen main.cc ${FILE_SET})

mindspore/lite/micro/coder/generator/component/const_blocks/cmake_lists.cc

@@ -30,23 +30,22 @@ get_filename_component(PKG_PATH ${PKG_PATH} ABSOLUTE BASE_DIR ${CMAKE_CURRENT_BI
 
 set(HEADER_PATH ${PKG_PATH}/inference)
 
-option(MICRO_BUILD_ARM64 "build android arm64" OFF)
-option(MICRO_BUILD_ARM32A "build android arm32" OFF)
+option(PLATFORM_ARM64 "build android arm64" OFF)
+option(PLATFORM_ARM32 "build android arm32" OFF)
 
 add_compile_definitions(NOT_USE_STL)
 
-if(MICRO_BUILD_ARM64 OR MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM64 OR PLATFORM_ARM32)
   add_compile_definitions(ENABLE_NEON)
   add_compile_definitions(ENABLE_ARM)
 endif()
 
-if(MICRO_BUILD_ARM64)
+if(PLATFORM_ARM64)
   add_compile_definitions(ENABLE_ARM64)
 endif()
 
-if(MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM32)
   add_compile_definitions(ENABLE_ARM32)
-  add_definitions(-mfloat-abi=softfp -mfpu=neon)
 endif()
 
 set(CMAKE_C_FLAGS "${CMAKE_ENABLE_C99} ${CMAKE_C_FLAGS}")
@@ -88,8 +87,9 @@ endif()
 
 get_filename_component(PKG_PATH ${PKG_PATH} ABSOLUTE BASE_DIR ${CMAKE_CURRENT_BINARY_DIR})
 
-set(OP_LIB ${PKG_PATH}/tools/codegen/operator_library/lib/libops.a)
-set(OP_HEADER_PATH ${PKG_PATH}/tools/codegen/operator_library/include)
+set(OP_LIB ${PKG_PATH}/inference/lib/libmindspore-lite.a)
+set(WRAPPER_LIB ${PKG_PATH}/tools/codegen/lib/libwrapper.a)
+set(OP_HEADER_PATH ${PKG_PATH}/tools/codegen/include)
 set(HEADER_PATH ${PKG_PATH}/inference)
 
 message("operator lib path: ${OP_LIB}")
@@ -100,23 +100,29 @@ add_compile_definitions(NOT_USE_STL)
 include_directories(${OP_HEADER_PATH})
 include_directories(${HEADER_PATH})
 
+if(NOT PLATFORM_ARM32 AND NOT PLATFORM_ARM64)
+  include_directories(${PKG_PATH}/tools/codegen/third_party/include)
+  include_directories(${PKG_PATH}/tools/codegen/third_party/include/CMSIS/Core/Include)
+  include_directories(${PKG_PATH}/tools/codegen/third_party/include/CMSIS/DSP/Include)
+  include_directories(${PKG_PATH}/tools/codegen/third_party/include/CMSIS/NN/Include)
+endif()
+
 include(net.cmake)
 
-option(MICRO_BUILD_ARM64 "build android arm64" OFF)
-option(MICRO_BUILD_ARM32A "build android arm32" OFF)
+option(PLATFORM_ARM64 "build android arm64" OFF)
+option(PLATFORM_ARM32 "build android arm32" OFF)
 
-if(MICRO_BUILD_ARM64 OR MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM64 OR PLATFORM_ARM32)
   add_compile_definitions(ENABLE_NEON)
   add_compile_definitions(ENABLE_ARM)
 endif()
 
-if(MICRO_BUILD_ARM64)
+if(PLATFORM_ARM64)
   add_compile_definitions(ENABLE_ARM64)
 endif()
 
-if(MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM32)
   add_compile_definitions(ENABLE_ARM32)
-  add_definitions(-mfloat-abi=softfp -mfpu=neon)
 endif()
 
 set(CMAKE_C_FLAGS "${CMAKE_ENABLE_C99} ${CMAKE_C_FLAGS}")
@@ -143,11 +149,17 @@ function(create_library)
             COMMAND rm -rf tmp
             COMMAND mkdir tmp
             COMMAND cd tmp && ar -x ${OP_LIB}
+            COMMAND cd tmp && ar -x ${WRAPPER_LIB}
             COMMAND echo "raw static library ${library_name} size:"
             COMMAND ls -lh ${library_name}
             COMMAND mv ${library_name} ./tmp && cd tmp && ar -x ${library_name}
             COMMENT "unzip raw static library ${library_name}"
             )
+    if(NOT PLATFORM_ARM32 AND NOT PLATFORM_ARM64)
+        set(CMSIS_LIB ${PKG_PATH}/tools/codegen/third_party/lib/libcmsis_nn.a)
+        add_custom_command(TARGET net POST_BUILD COMMAND cd tmp && ar -x ${CMSIS_LIB})
+    endif()
+
     foreach(object_file ${OP_SRC})
         add_custom_command(TARGET net POST_BUILD COMMAND mv ./tmp/${object_file} .)
     endforeach()

mindspore/lite/micro/coder/operator_library/CMakeLists.txt

@@ -1,63 +0,0 @@
-option(MICRO_CMSIS_X86 "build for CMSIS x86" ON)
-option(ENABLE_ASAN "enable asan" OFF)
-option(CMAKE_BUILD_TYPE "debug or release" Debug)
-
-if("${CMAKE_BUILD_TYPE}" STREQUAL "Debug")
-    set(DEBUG_MODE "Debug")
-endif()
-
-set(CMAKE_C_FLAGS "${CMAKE_ENABLE_C99} ${CMAKE_C_FLAGS}")
-if("${CMAKE_BUILD_TYPE}" STREQUAL "Debug")
-    set(CMAKE_C_FLAGS "-DDebug -g -fvisibility=default ${CMAKE_C_FLAGS}")
-else()
-    set(CMAKE_C_FLAGS "-fPIC -fPIE -Werror -O3 -fstack-protector-strong -fomit-frame-pointer ${CMAKE_C_FLAGS}")
-    set(CMAKE_C_FLAGS_Release "${CMAKE_C_FLAGS_Release} -O3 -ffunction-sections -fdata-sections")
-    string(REPLACE "-g" "" CMAKE_C_FLAGS "${CMAKE_C_FLAGS}")
-endif()
-
-if(ENABLE_ASAN)
-    set(CMAKE_C_FLAGS "${CMAKE_CXX_FLAGS} ${OPTION_CXX_FLAGS} -lasan")
-endif()
-
-set(MICRO_CMAKE_PATH ${MICRO_DIR}/cmake)
-set(OPERATOR_LIBRARY_PATH ${CMAKE_BINARY_DIR}/operator_library)
-set(HEADER_PATH "${OPERATOR_LIBRARY_PATH}/include")
-
-message("===========>start to pack operators' head file")
-file(REMOVE_RECURSE ${OPERATOR_LIBRARY_PATH})
-file(MAKE_DIRECTORY ${OPERATOR_LIBRARY_PATH})
-file(GLOB NNACL_FILES GLOB ${LITE_DIR}/nnacl/*.h)
-file(COPY ${NNACL_FILES} DESTINATION ${HEADER_PATH}/nnacl/)
-file(COPY ${LITE_DIR}/nnacl/base
-        ${LITE_DIR}/nnacl/int8
-        ${LITE_DIR}/nnacl/fp32
-        ${LITE_DIR}/nnacl/intrinsics
-        DESTINATION ${HEADER_PATH}/nnacl FILES_MATCHING PATTERN "*.h")
-file(COPY ${MICRO_DIR}/coder/operator_library/wrapper DESTINATION ${HEADER_PATH} FILES_MATCHING PATTERN "*.h")
-file(COPY ${CMAKE_BINARY_DIR}/cmsis/CMSIS/Core/Include
-        ${CMAKE_BINARY_DIR}/cmsis/CMSIS/DSP/Include
-        ${CMAKE_BINARY_DIR}/cmsis/CMSIS/NN/Include
-        DESTINATION ${HEADER_PATH}/CMSIS/Core)
-
-if(PLATFORM_ARM64)
-    set(MICRO_BUILD_ARM64 ON)
-endif()
-if(PLATFORM_ARM32)
-    set(MICRO_BUILD_ARM32A ON)
-endif()
-
-include(${MICRO_CMAKE_PATH}/package_android.cmake)
-include(${MICRO_CMAKE_PATH}/package_nnacl.cmake)
-include(${MICRO_CMAKE_PATH}/package_cmsis.cmake)
-include(${MICRO_CMAKE_PATH}/package_wrapper.cmake)
-
-list(APPEND OP_FILES ${NNACL_OPS} ${WRAPPER_SRC} ${RUNTIME_SRC})
-
-set(LIB_PATH "${OPERATOR_LIBRARY_PATH}/lib")
-if(NOT PLATFORM_ARM64 AND NOT PLATFORM_ARM32)
-    list(APPEND OP_FILES ${CMSIS_OPS})
-endif()
-
-# generate static library
-add_library(ops STATIC ${OP_FILES})
-install(TARGETS ops ARCHIVE DESTINATION ${LIB_PATH})

mindspore/lite/micro/coder/wrapper/CMakeLists.txt

@@ -0,0 +1,29 @@
+if("${CMAKE_BUILD_TYPE}" STREQUAL "Debug")
+    set(CMAKE_C_FLAGS "-DDebug -g -fvisibility=default ${CMAKE_C_FLAGS}")
+else()
+    set(CMAKE_C_FLAGS "-fPIC -fPIE -Werror -O3 -fstack-protector-strong -fomit-frame-pointer ${CMAKE_C_FLAGS}")
+    set(CMAKE_C_FLAGS_Release "${CMAKE_C_FLAGS_Release} -O3 -ffunction-sections -fdata-sections")
+    string(REPLACE "-g" "" CMAKE_C_FLAGS "${CMAKE_C_FLAGS}")
+endif()
+
+include_directories(${LITE_DIR})
+set(OPERATOR_LIBRARY_PATH ${CMAKE_BINARY_DIR}/operator_library)
+set(HEADER_PATH "${OPERATOR_LIBRARY_PATH}/include")
+
+if(PLATFORM_ARM64)
+    add_compile_definitions(ENABLE_ARM64)
+    add_compile_definitions(ENABLE_NEON)
+    add_compile_definitions(ENABLE_ARM)
+elseif(PLATFORM_ARM32)
+    add_compile_definitions(ENABLE_ARM32)
+    add_compile_definitions(ENABLE_NEON)
+    add_compile_definitions(ENABLE_ARM)
+else()
+    include(${MICRO_DIR}/cmake/package_cmsis.cmake)
+    add_library(cmsis_nn STATIC ${CMSIS_OPS})
+endif()
+
+include(${MICRO_DIR}/cmake/package_wrapper.cmake)
+
+# generate static library
+add_library(wrapper STATIC ${WRAPPER_SRC})

mindspore/lite/micro/example/mnist_stm32f746/mnist_stm32f746/CMakeLists.txt

@@ -10,22 +10,22 @@ get_filename_component(PKG_PATH ${PKG_PATH} ABSOLUTE BASE_DIR ${CMAKE_CURRENT_BI
 
 set(HEADER_PATH ${PKG_PATH}/inference)
 
-option(MICRO_BUILD_ARM64 "build android arm64" OFF)
-option(MICRO_BUILD_ARM32A "build android arm32" OFF)
+option(PLATFORM_ARM64 "build android arm64" OFF)
+option(PLATFORM_ARM32 "build android arm32" OFF)
 
 add_compile_definitions(NOT_USE_STL)
 
-if(MICRO_BUILD_ARM64 OR MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM64 OR PLATFORM_ARM32)
   add_compile_definitions(ENABLE_NEON)
   add_compile_definitions(ENABLE_ARM)
 endif()
 
-if(MICRO_BUILD_ARM64)
+if(PLATFORM_ARM64)
   add_compile_definitions(ENABLE_ARM64)
   set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -march=armv8.2-a+dotprod")
 endif()
 
-if(MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM32)
   add_compile_definitions(ENABLE_ARM32)
   add_definitions(-mfloat-abi=softfp -mfpu=neon)
 endif()

mindspore/lite/micro/example/mnist_stm32f746/mnist_stm32f746/src/CMakeLists.txt

@@ -22,20 +22,20 @@ include_directories(${HEADER_PATH})
 
 include(net.cmake)
 
-option(MICRO_BUILD_ARM64 "build android arm64" OFF)
-option(MICRO_BUILD_ARM32A "build android arm32" OFF)
+option(PLATFORM_ARM64 "build android arm64" OFF)
+option(PLATFORM_ARM32 "build android arm32" OFF)
 
-if(MICRO_BUILD_ARM64 OR MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM64 OR PLATFORM_ARM32)
   add_compile_definitions(ENABLE_NEON)
   add_compile_definitions(ENABLE_ARM)
 endif()
 
-if(MICRO_BUILD_ARM64)
+if(PLATFORM_ARM64)
   add_compile_definitions(ENABLE_ARM64)
   set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -march=armv8.2-a+dotprod")
 endif()
 
-if(MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM32)
   add_compile_definitions(ENABLE_ARM32)
   add_definitions(-mfloat-abi=softfp -mfpu=neon)
 endif()

mindspore/lite/micro/example/mnist_x86/CMakeLists.txt

@@ -10,22 +10,22 @@ get_filename_component(PKG_PATH ${PKG_PATH} ABSOLUTE BASE_DIR ${CMAKE_CURRENT_BI
 
 set(HEADER_PATH ${PKG_PATH}/inference)
 
-option(MICRO_BUILD_ARM64 "build android arm64" OFF)
-option(MICRO_BUILD_ARM32A "build android arm32" OFF)
+option(PLATFORM_ARM64 "build android arm64" OFF)
+option(PLATFORM_ARM32 "build android arm32" OFF)
 
 add_compile_definitions(NOT_USE_STL)
 
-if(MICRO_BUILD_ARM64 OR MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM64 OR PLATFORM_ARM32)
   add_compile_definitions(ENABLE_NEON)
   add_compile_definitions(ENABLE_ARM)
 endif()
 
-if(MICRO_BUILD_ARM64)
+if(PLATFORM_ARM64)
   add_compile_definitions(ENABLE_ARM64)
   set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -march=armv8.2-a+dotprod")
 endif()
 
-if(MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM32)
   add_compile_definitions(ENABLE_ARM32)
   add_definitions(-mfloat-abi=softfp -mfpu=neon)
 endif()

mindspore/lite/micro/example/mnist_x86/src/CMakeLists.txt

@@ -22,20 +22,20 @@ include_directories(${HEADER_PATH})
 
 include(net.cmake)
 
-option(MICRO_BUILD_ARM64 "build android arm64" OFF)
-option(MICRO_BUILD_ARM32A "build android arm32" OFF)
+option(PLATFORM_ARM64 "build android arm64" OFF)
+option(PLATFORM_ARM32 "build android arm32" OFF)
 
-if(MICRO_BUILD_ARM64 OR MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM64 OR PLATFORM_ARM32)
   add_compile_definitions(ENABLE_NEON)
   add_compile_definitions(ENABLE_ARM)
 endif()
 
-if(MICRO_BUILD_ARM64)
+if(PLATFORM_ARM64)
   add_compile_definitions(ENABLE_ARM64)
   set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -march=armv8.2-a+dotprod")
 endif()
 
-if(MICRO_BUILD_ARM32A)
+if(PLATFORM_ARM32)
   add_compile_definitions(ENABLE_ARM32)
   add_definitions(-mfloat-abi=softfp -mfpu=neon)
 endif()

mindspore/lite/micro/example/mobilenetv2/README.md

@@ -90,7 +90,7 @@ cmake -DCMAKE_BUILD_TYPE=Release \
 -DANDROID_ABI="arm64-v8a" \
 -DANDROID_TOOLCHAIN_NAME="aarch64-linux-android-clang" \
 -DANDROID_NATIVE_API_LEVEL="19" \
--DMICRO_BUILD_ARM64=ON \
+-DPLATFORM_ARM64=ON \
 -DPKG_PATH={path to}/mindspore-lite-{version}-inference-android ..
 make
 ```

mindspore/lite/micro/example/mobilenetv2/mobilenetv2.sh

@@ -130,7 +130,7 @@ if [[ "${LITE_PLATFORM}" == "arm64" ]]; then
           -DANDROID_ABI="arm64-v8a" \
           -DANDROID_TOOLCHAIN_NAME="aarch64-linux-android-clang" \
           -DANDROID_NATIVE_API_LEVEL="19" \
-          -DMICRO_BUILD_ARM64=ON \
+          -DPLATFORM_ARM64=ON \
           -DPKG_PATH=${PKG_PATH} ${BENCHMARK_PATH}
 else
     cmake -DCMAKE_BUILD_TYPE=Release \

mindspore/lite/src/runtime/kernel/opencl/kernel/resize.cc

@@ -33,7 +33,7 @@ using mindspore::schema::PrimitiveType_Resize;
 namespace mindspore::kernel {
 
 int ResizeOpenCLKernel::CheckSpecs() {
-  if (in_tensors_.size() != 2 || out_tensors_.size() != 1) {
+  if (!(in_tensors_.size() == 1 || in_tensors_.size() == 2) || out_tensors_.size() != 1) {
     MS_LOG(ERROR) << "in size: " << in_tensors_.size() << ", out size: " << out_tensors_.size();
     return RET_ERROR;
   }
@@ -120,7 +120,7 @@ int ResizeOpenCLKernel::Run() {
 }
 
 int ResizeOpenCLKernel::PreProcess() {
-  if (Type() == PrimitiveType_Resize && !op_parameter_->infer_flag_) {
+  if (Type() == PrimitiveType_Resize && !op_parameter_->infer_flag_ && in_tensors_.size() == 2) {
     auto shape_tensor = in_tensors_[1];
     if (!shape_tensor->IsConst()) {
       ocl_runtime_->SyncCommandQueue();