# ----------------------------------------------------------------------------
# Copyright (c) 2025-2026 Huawei Technologies Co., Ltd.
# This program is free software, you can redistribute it and/or modify it under the terms and conditions of
# CANN Open Software License Agreement Version 2.0 (the "License").
# Please refer to the License for details. You may not use this file except in compliance with the License.
# THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
# INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
# See LICENSE in the root of the software repository for the full text of the License.
# ----------------------------------------------------------------------------
# 为target link依赖库 useage: add_modules(MODE SUB_LIBS EXTERNAL_LIBS) SUB_LIBS 为内部创建的target, EXTERNAL_LIBS为外部依赖的target
function(add_modules)
set(oneValueArgs MODE)
set(multiValueArgs TARGETS SUB_LIBS EXTERNAL_LIBS)
cmake_parse_arguments(ARGS "" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
foreach(target ${ARGS_TARGETS})
if(TARGET ${target} AND TARGET ${ARGS_SUB_LIBS})
target_link_libraries(${target} ${ARGS_MODE} ${ARGS_SUB_LIBS})
endif()
if(TARGET ${target} AND ARGS_EXTERNAL_LIBS)
target_link_libraries(${target} ${ARGS_MODE} ${ARGS_EXTERNAL_LIBS})
endif()
endforeach()
endfunction()
# 添加infer object
function(add_infer_modules)
if(NOT TARGET ${OPHOST_NAME}_infer_obj)
if(BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG)
npu_op_library(${OPHOST_NAME}_infer_obj GRAPH)
else()
add_library(${OPHOST_NAME}_infer_obj OBJECT)
endif()
target_include_directories(${OPHOST_NAME}_infer_obj PRIVATE ${OP_PROTO_INCLUDE})
target_compile_definitions(
${OPHOST_NAME}_infer_obj PRIVATE OPS_UTILS_LOG_SUB_MOD_NAME="OP_PROTO" OP_SUBMOD_NAME="OPS_NN"
$<$<BOOL:${ENABLE_TEST}>:ASCEND_OPSPROTO_UT> LOG_CPP
)
target_compile_options(
${OPHOST_NAME}_infer_obj PRIVATE $<$<NOT:$<BOOL:${ENABLE_TEST}>>:-DDISABLE_COMPILE_V1> -Dgoogle=ascend_private
-fvisibility=hidden
)
target_link_libraries(
${OPHOST_NAME}_infer_obj
PRIVATE $<BUILD_INTERFACE:$<IF:$<BOOL:${ENABLE_TEST}>,intf_llt_pub_asan_cxx17,intf_pub_cxx17>>
$<BUILD_INTERFACE:dlog_headers>
$<$<TARGET_EXISTS:ops_base_util_objs>:$<TARGET_OBJECTS:ops_base_util_objs>>
$<$<TARGET_EXISTS:ops_base_infer_objs>:$<TARGET_OBJECTS:ops_base_infer_objs>>
)
endif()
endfunction()
# 添加tiling object
function(add_tiling_modules)
if(NOT TARGET ${OPHOST_NAME}_tiling_obj)
if(BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG)
npu_op_library(${OPHOST_NAME}_tiling_obj TILING)
add_dependencies(${OPHOST_NAME}_tiling_obj json)
else()
add_library(${OPHOST_NAME}_tiling_obj OBJECT)
add_dependencies(${OPHOST_NAME}_tiling_obj json)
endif()
target_include_directories(${OPHOST_NAME}_tiling_obj PRIVATE ${OP_TILING_INCLUDE})
set(ENABLE_DLOPEN_LEGACY OFF)
if (BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG AND NOT ENABLE_STATIC)
file(GLOB COMMON_SRC ${OPS_NN_DIR}/common/src/*.cpp ${OPS_NN_DIR}/common/src/op_host/*.cpp)
if(UT_TEST_ALL OR OP_HOST_UT) # ut场景下LegacyCommonMgr要打桩,通过环境变量查找legacy so
file(GLOB COMMON_SRC ${OPS_NN_DIR}/common/src/op_host/*.cpp)
endif()
target_sources(${OPHOST_NAME}_tiling_obj PRIVATE ${COMMON_SRC})
set(ENABLE_DLOPEN_LEGACY ON)
endif()
target_compile_definitions(
${OPHOST_NAME}_tiling_obj PRIVATE OPS_UTILS_LOG_SUB_MOD_NAME="OP_TILING" OP_SUBMOD_NAME="OPS_NN"
$<$<BOOL:${ENABLE_TEST}>:ASCEND_OPTILING_UT> LOG_CPP
$<$<BOOL:${ENABLE_DLOPEN_LEGACY}>:NN_ENABLE_DLOPEN_LEGACY>
)
target_compile_options(
${OPHOST_NAME}_tiling_obj PRIVATE $<$<NOT:$<BOOL:${ENABLE_TEST}>>:-DDISABLE_COMPILE_V1> -Dgoogle=ascend_private
-fvisibility=hidden -fno-strict-aliasing
)
target_link_libraries(
${OPHOST_NAME}_tiling_obj
PRIVATE $<BUILD_INTERFACE:$<IF:$<BOOL:${ENABLE_TEST}>,intf_llt_pub_asan_cxx17,intf_pub_cxx17>>
$<BUILD_INTERFACE:dlog_headers>
$<$<TARGET_EXISTS:${COMMON_NAME}_obj>:$<TARGET_OBJECTS:${COMMON_NAME}_obj>>
$<$<TARGET_EXISTS:ops_base_util_objs>:$<TARGET_OBJECTS:ops_base_util_objs>>
$<$<TARGET_EXISTS:ops_base_tiling_objs>:$<TARGET_OBJECTS:ops_base_tiling_objs>>
tiling_api
)
endif()
endfunction()
# 添加opapi object
function(add_opapi_modules)
if(NOT TARGET ${OPHOST_NAME}_opapi_obj)
if(BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG)
npu_op_library(${OPHOST_NAME}_opapi_obj ACLNN)
else()
add_library(${OPHOST_NAME}_opapi_obj OBJECT)
endif()
set(ENABLE_DLOPEN_LEGACY OFF)
if (BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG AND NOT ENABLE_STATIC)
if(NOT UT_TEST_ALL AND NOT OP_API_UT) # ut场景下LegacyCommonMgr要打桩,通过环境变量查找legacy so
target_sources(${OPHOST_NAME}_opapi_obj PRIVATE ${OPS_NN_DIR}/common/src/legacy_common_manager.cpp)
endif()
set(ENABLE_DLOPEN_LEGACY ON)
endif()
if(ENABLE_TEST)
set(opapi_ut_depends_inc ${UT_PATH}/op_api/stub)
endif()
target_include_directories(${OPHOST_NAME}_opapi_obj PRIVATE
${opapi_ut_depends_inc}
${OPAPI_INCLUDE})
target_include_directories(${OPHOST_NAME}_opapi_obj PRIVATE ${OPAPI_INCLUDE})
target_compile_options(${OPHOST_NAME}_opapi_obj PRIVATE -Dgoogle=ascend_private -DACLNN_LOG_FMT_CHECK)
target_compile_definitions(${OPHOST_NAME}_opapi_obj PRIVATE
LOG_CPP
$<$<BOOL:${ENABLE_DLOPEN_LEGACY}>:NN_ENABLE_DLOPEN_LEGACY>
)
target_link_libraries(
${OPHOST_NAME}_opapi_obj
PUBLIC $<BUILD_INTERFACE:$<IF:$<BOOL:${ENABLE_TEST}>,intf_llt_pub_asan_cxx17,intf_pub_cxx17>>
PRIVATE $<BUILD_INTERFACE:adump_headers> $<BUILD_INTERFACE:dlog_headers>
)
endif()
endfunction()
function(add_aicpu_kernel_modules)
message(STATUS "add_aicpu_kernel_modules")
if(NOT TARGET ${OPHOST_NAME}_aicpu_obj)
add_library(${OPHOST_NAME}_aicpu_obj OBJECT)
target_include_directories(${OPHOST_NAME}_aicpu_obj PRIVATE ${AICPU_INCLUDE})
target_compile_definitions(
${OPHOST_NAME}_aicpu_obj PRIVATE _FORTIFY_SOURCE=2 google=ascend_private
$<$<BOOL:${ENABLE_TEST}>:ASCEND_AICPU_UT>
)
target_compile_options(
${OPHOST_NAME}_aicpu_obj PRIVATE $<$<NOT:$<BOOL:${ENABLE_TEST}>>:-DDISABLE_COMPILE_V1> -Dgoogle=ascend_private
-fvisibility=hidden ${AICPU_DEFINITIONS}
)
target_link_libraries(
${OPHOST_NAME}_aicpu_obj
PRIVATE $<BUILD_INTERFACE:$<IF:$<BOOL:${ENABLE_TEST}>,intf_llt_pub_asan_cxx17,intf_pub_cxx17>>
$<BUILD_INTERFACE:dlog_headers>
)
endif()
endfunction()
option(PREPROCESS_ONLY "preprocess only, no cache aicpu targets" OFF)
function(add_aicpu_cust_kernel_modules target_name)
message(STATUS "add_aicpu_cust_kernel_modules for ${target_name}")
if(NOT TARGET ${target_name})
add_library(${target_name} OBJECT)
target_include_directories(${target_name} PRIVATE ${AICPU_INCLUDE})
target_compile_definitions(
${target_name} PRIVATE
_FORTIFY_SOURCE=2 _GLIBCXX_USE_CXX11_ABI=1
google=ascend_private
$<$<BOOL:${ENABLE_TEST}>:ASCEND_AICPU_UT>
)
target_compile_options(
${target_name} PRIVATE
$<$<NOT:$<BOOL:${ENABLE_TEST}>>:-DDISABLE_COMPILE_V1> -Dgoogle=ascend_private
-fvisibility=hidden ${AICPU_DEFINITIONS}
)
target_link_libraries(
${target_name}
PRIVATE $<BUILD_INTERFACE:$<IF:$<BOOL:${ENABLE_TEST}>,intf_llt_pub_asan_cxx17,intf_pub_cxx17>>
$<BUILD_INTERFACE:dlog_headers>
-Wl,--no-whole-archive
Eigen3::EigenNn
)
if(NOT PREPROCESS_ONLY)
if (NOT ${target_name} IN_LIST AICPU_CUST_OBJ_TARGETS)
set(AICPU_CUST_OBJ_TARGETS ${AICPU_CUST_OBJ_TARGETS} ${target_name} CACHE INTERNAL "All aicpu cust obj targets")
endif()
endif()
endif()
endfunction()
function(add_graph_plugin_modules)
if(NOT TARGET ${GRAPH_PLUGIN_NAME}_obj)
if(BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG)
npu_op_library(${GRAPH_PLUGIN_NAME}_obj GRAPH)
else()
add_library(${GRAPH_PLUGIN_NAME}_obj OBJECT)
endif()
target_include_directories(${GRAPH_PLUGIN_NAME}_obj PRIVATE
${OP_PROTO_INCLUDE}
${PROJECT_SOURCE_DIR}/common/inc
${ASCEND_DIR}/include
${ASCEND_DIR}/include/external
${ASCEND_DIR}/include/exe_graph
${ASCEND_DIR}/include/base/context_builder
${ASCEND_DIR}/include/ge
)
target_compile_definitions(${GRAPH_PLUGIN_NAME}_obj PRIVATE OPS_UTILS_LOG_SUB_MOD_NAME="GRAPH_PLUGIN" LOG_CPP)
if(BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG)
target_compile_options(
${GRAPH_PLUGIN_NAME}_obj PRIVATE -Dgoogle=ascend_private -fvisibility=hidden
)
else()
target_compile_options(
${GRAPH_PLUGIN_NAME}_obj PRIVATE $<$<NOT:$<BOOL:${ENABLE_TEST}>>:-DDISABLE_COMPILE_V1> -Dgoogle=ascend_private
-fvisibility=hidden
)
endif()
if(BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG)
target_link_libraries(
${GRAPH_PLUGIN_NAME}_obj
PRIVATE $<BUILD_INTERFACE:$<IF:$<BOOL:${ENABLE_TEST}>,intf_llt_pub_asan_cxx17,intf_pub_cxx17>>
$<BUILD_INTERFACE:dlog_headers>
$<$<TARGET_EXISTS:ops_base_util_objs>:$<TARGET_OBJECTS:ops_base_util_objs>>
$<$<TARGET_EXISTS:ops_base_infer_objs>:$<TARGET_OBJECTS:ops_base_infer_objs>>
metadef
graph
register
ge_compiler
)
else()
target_link_libraries(
${GRAPH_PLUGIN_NAME}_obj
PRIVATE $<BUILD_INTERFACE:$<IF:$<BOOL:${ENABLE_TEST}>,intf_llt_pub_asan_cxx17,intf_pub_cxx17>>
$<BUILD_INTERFACE:dlog_headers>
$<$<TARGET_EXISTS:ops_base_util_objs>:$<TARGET_OBJECTS:ops_base_util_objs>>
$<$<TARGET_EXISTS:ops_base_infer_objs>:$<TARGET_OBJECTS:ops_base_infer_objs>>
)
endif()
endif()
endfunction()
macro(add_op_subdirectory)
file(GLOB CURRENT_DIRS RELATIVE ${OP_DIR} ${OP_DIR}/*)
list(FIND ASCEND_OP_NAME ${OP_NAME} INDEX)
if(NOT "${ASCEND_OP_NAME}" STREQUAL "" AND INDEX EQUAL -1)
# 非指定算子,只编译不测试
set(OP_ONLY_COMPILE on)
else()
set(OP_ONLY_COMPILE off)
endif()
if((NOT ENABLE_TEST AND NOT BENCHMARK) OR OP_ONLY_COMPILE)
list(REMOVE_ITEM CURRENT_DIRS tests)
endif()
# op_api目录已移出的算子,add_modules_sources在算子根路径CMakeLists中,且CMakeLists旧实现已删除
if(NOT EXISTS "${OP_DIR}/op_host/CMakeLists.txt")
add_subdirectory(${OP_DIR})
endif()
foreach(SUB_DIR ${CURRENT_DIRS})
if(EXISTS "${OP_DIR}/${SUB_DIR}/CMakeLists.txt")
add_subdirectory(${OP_DIR}/${SUB_DIR})
endif()
endforeach()
endmacro()
# useage: add_category_subdirectory 根据ASCEND_OP_NAME和ASCEND_COMPILE_OPS添加指定算子工程
# ASCEND_OP_NAME 指定的算子 ASCEND_COMPILE_OPS 编译需要的算子
macro(add_category_subdirectory)
foreach(op_category ${OP_CATEGORY_LIST})
if(ENABLE_EXPERIMENTAL)
set(op_category_dir ${CMAKE_CURRENT_SOURCE_DIR}/experimental/${op_category})
else()
set(op_category_dir ${CMAKE_CURRENT_SOURCE_DIR}/${op_category})
endif()
if (IS_DIRECTORY ${op_category_dir})
file(GLOB CURRENT_DIRS RELATIVE ${op_category_dir} ${op_category_dir}/*)
foreach(SUB_DIR ${CURRENT_DIRS})
set(OP_DIR ${op_category_dir}/${SUB_DIR})
set(OP_NAME "${SUB_DIR}")
if(${OP_NAME} STREQUAL "common")
set(OP_NAME "${op_category}.common")
endif()
list(FIND ASCEND_COMPILE_OPS ${OP_NAME} INDEX)
if(NOT "${ASCEND_OP_NAME}" STREQUAL "" AND INDEX EQUAL -1)
# ASCEND_OP_NAME 为空表示全部编译
continue()
endif()
if(EXISTS "${OP_DIR}/CMakeLists.txt")
add_op_subdirectory()
else()
if (EXISTS "${OP_DIR}/op_host/CMakeLists.txt")
add_subdirectory(${OP_DIR}/op_host)
endif()
endif()
endforeach()
endif()
endforeach()
if("${ASCEND_OP_NAME}" STREQUAL "add_example" OR "${ASCEND_OP_NAME}" STREQUAL "add_example_aicpu")
add_subdirectory(examples)
endif()
endmacro()
function(concat_op_names)
set(multiValueArgs OPTYPE ACLNNTYPE ACLNN_EXTRA_VERSION)
cmake_parse_arguments(ARG "" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
if(${ARG_ACLNNTYPE} STREQUAL "aclnn")
set(ACLNN_PREFIX aclnn_${ARG_OPTYPE})
set(ACLNN_EXTRA_HEADER "")
set(ACLNN_EXTRA_SRC "")
list(LENGTH ARG_ACLNN_EXTRA_VERSION AclnnExtraVersionLen)
math(EXPR index "${AclnnExtraVersionLen} - 1")
if (index GREATER_EQUAL 0)
foreach(i RANGE ${index})
list(GET ARG_ACLNN_EXTRA_VERSION ${i} version)
list(APPEND ACLNN_EXTRA_HEADER ${ACLNN_PREFIX}_${version}.h)
list(APPEND ACLNN_EXTRA_SRC ${ACLNN_PREFIX}_${version}.cpp)
endforeach()
endif()
list(APPEND ACLNN_EXTRA_HEADERS ${ACLNN_EXTRA_HEADER})
list(REMOVE_DUPLICATES ACLNN_EXTRA_HEADERS)
list(APPEND ACLNN_EXTRA_SRCS ${ACLNN_EXTRA_SRC})
list(REMOVE_DUPLICATES ACLNN_EXTRA_SRCS)
set(ACLNN_EXTRA_HEADERS
${ACLNN_EXTRA_HEADERS}
CACHE STRING "Aclnn Extra Headers" FORCE
)
set(ACLNN_EXTRA_SRCS
${ACLNN_EXTRA_SRCS}
CACHE STRING "Aclnn Extra Sources" FORCE
)
elseif(${ARG_ACLNNTYPE} STREQUAL "aclnn_inner")
set(ACLNNINNER_PREFIX aclnnInner_${ARG_OPTYPE})
set(ACLNNINNER_EXTRA_HEADER "")
set(ACLNNINNER_EXTRA_SRC "")
list(LENGTH ARG_ACLNN_EXTRA_VERSION AclnnExtraVersionLen)
math(EXPR index "${AclnnExtraVersionLen} - 1")
if (index GREATER_EQUAL 0)
foreach(i RANGE ${index})
list(GET ARG_ACLNN_EXTRA_VERSION ${i} version)
list(APPEND ACLNNINNER_EXTRA_HEADER ${ACLNNINNER_PREFIX}_${version}.h)
list(APPEND ACLNNINNER_EXTRA_SRC ${ACLNNINNER_PREFIX}_${version}.cpp)
endforeach()
endif()
list(APPEND ACLNNINNER_EXTRA_HEADERS ${ACLNNINNER_EXTRA_HEADER})
list(REMOVE_DUPLICATES ACLNNINNER_EXTRA_HEADERS)
list(APPEND ACLNNINNER_EXTRA_SRCS ${ACLNNINNER_EXTRA_SRC})
list(REMOVE_DUPLICATES ACLNNINNER_EXTRA_SRCS)
set(ACLNNINNER_EXTRA_HEADERS
${ACLNNINNER_EXTRA_HEADERS}
CACHE STRING "AclnnInner Extra Headers" FORCE
)
set(ACLNNINNER_EXTRA_SRCS
${ACLNNINNER_EXTRA_SRCS}
CACHE STRING "AclnnInner Extra Sources" FORCE
)
endif()
endfunction()
# 从两个长度一致的列表中查找相同位置的元素
function(find_value_by_key key_list value_list search_key result)
list(LENGTH key_list key_list_length)
list(LENGTH value_list value_list_length)
if(NOT ${key_list_length} EQUAL ${value_list_length})
message(FATAL_ERROR "key_list length is ${key_list_length}, value_list length is ${value_list_length}, not equal")
endif()
set(found_value "")
if(key_list_length GREATER 0)
list(FIND key_list ${search_key} index)
if(NOT ${index} EQUAL -1)
list(GET value_list ${index} found_value)
endif()
endif()
set(${result} ${found_value} PARENT_SCOPE)
endfunction()
function(add_tiling_sources source_dir tiling_dir disable_in_opp)
if(NOT disable_in_opp)
set(disable_in_opp FALSE)
endif()
if(NOT BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG AND disable_in_opp)
message(STATUS "don't need add tiling sources")
return()
endif()
if("${tiling_dir}" STREQUAL "")
file(GLOB OPTILING_SRCS ${source_dir}/*_tiling*.cpp)
else()
file(GLOB OPTILING_SRCS ${source_dir}/*_tiling*.cpp ${source_dir}/${tiling_dir}/*_tiling*.cpp)
endif()
file(GLOB_RECURSE SUB_OPTILING_SRC ${source_dir}/op_tiling/*.cpp)
if (OPTILING_SRCS OR SUB_OPTILING_SRC)
add_tiling_modules()
target_sources(${OPHOST_NAME}_tiling_obj PRIVATE ${OPTILING_SRCS} ${SUB_OPTILING_SRC})
target_include_directories(${OPHOST_NAME}_tiling_obj PRIVATE ${source_dir}/../../ ${source_dir})
endif()
endfunction()
# useage: add_modules_sources(DIR OPTYPE ACLNNTYPE ACLNN_EXTRA_VERSION DEPENDENCIES COMPUTE_UNIT TILING_DIR DISABLE_IN_OPP) ACLNNTYPE 支持类型aclnn/aclnn_inner/aclnn_exclude OPTYPE 和 ACLNNTYPE
# DEPENDENCIES 算子依赖
# ACLNNEXTRAVERSION 算子版本(ex., v2, v3, 5, etc.)
# COMPUTE_UNIT 设置支持芯片版本号,必须与TILING_DIR一一对应,示例:ascend910b ascend950
# TILING_DIR 设置所支持芯片类型对应的tiling文件目录,必须与COMPUTE_UNIT一一对应,示例:arch32 arch35
# DISABLE_IN_OPP 设置是否在opp包中编译tiling文件,布尔类型:TRUE,FALSE
# 需一一对应
function(add_modules_sources)
set(multiValueArgs OPTYPE ACLNNTYPE ACLNN_EXTRA_VERSION DEPENDENCIES COMPUTE_UNIT TILING_DIR)
set(oneValueArgs DIR DISABLE_IN_OPP)
cmake_parse_arguments(MODULE "" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
set(SOURCE_DIR ${MODULE_DIR})
list(LENGTH MODULE_OPTYPE OpTypeLen)
list(LENGTH MODULE_ACLNN_EXTRA_VERSION AclnnExtraVersionLen)
if((AclnnExtraVersionLen GREATER 1) AND (OpTypeLen GREATER 1))
message(FATAL_ERROR "There should be only 1 optype if there are more than 1 aclnn extra versions!")
endif()
# opapi 默认全部编译
file(GLOB OPAPI_SRCS ${SOURCE_DIR}/op_api/*.cpp)
if(OPAPI_SRCS)
add_opapi_modules()
target_sources(${OPHOST_NAME}_opapi_obj PRIVATE ${OPAPI_SRCS})
endif()
file(GLOB OPAPI_HEADERS ${SOURCE_DIR}/op_api/aclnn_*.h)
if(OPAPI_HEADERS)
target_sources(${OPHOST_NAME}_aclnn_exclude_headers INTERFACE ${OPAPI_HEADERS})
target_include_directories(${OPHOST_NAME}_opapi_obj PRIVATE ${SOURCE_DIR}/op_api)
endif()
# op_api目录已移出的算子,SOURCE_DIR为算子根目录路径,路径不以op_host结尾;移出前SOURCE_DIR为算子op_host目录路径
if(NOT "${SOURCE_DIR}" MATCHES "/op_host$")
set(SOURCE_DIR ${SOURCE_DIR}/op_host)
endif()
# 获取算子层级目录名称
get_filename_component(PARENT_DIR ${SOURCE_DIR} DIRECTORY)
get_filename_component(OP_NAME ${PARENT_DIR} NAME)
file(APPEND ${ASCEND_SUB_CONFIG_PATH} "OP_CATEGORY;${op_category};OP_NAME;${OP_NAME};${ARGN}\n")
# 记录全局的COMPILED_OPS和COMPILED_OP_DIRS,其中COMPILED_OP_DIRS只记录到算子名,例如math/abs,common不记录
if (NOT ${OP_NAME} STREQUAL "common")
set(COMPILED_OPS
${COMPILED_OPS} ${OP_NAME}
CACHE STRING "Compiled Ops" FORCE
)
set(COMPILED_OP_DIRS
${COMPILED_OP_DIRS} ${PARENT_DIR}
CACHE STRING "Compiled Ops Dirs" FORCE
)
endif()
file(GLOB OPINFER_SRCS ${SOURCE_DIR}/*_infershape*.cpp)
if(OPINFER_SRCS)
add_infer_modules()
target_sources(${OPHOST_NAME}_infer_obj PRIVATE ${OPINFER_SRCS})
endif()
# 添加tiling文件
find_value_by_key("${MODULE_COMPUTE_UNIT}" "${MODULE_TILING_DIR}" "${ASCEND_COMPUTE_UNIT}" tiling_dir)
add_tiling_sources("${SOURCE_DIR}" "${tiling_dir}" "${MODULE_DISABLE_IN_OPP}")
file(GLOB AICPU_SRCS ${SOURCE_DIR}/*_aicpu*.cpp)
if(AICPU_SRCS)
add_aicpu_kernel_modules()
target_sources(${OPHOST_NAME}_aicpu_obj PRIVATE ${AICPU_SRCS})
endif()
if(MODULE_OPTYPE)
list(LENGTH MODULE_OPTYPE OpTypeLen)
list(LENGTH MODULE_ACLNNTYPE AclnnTypeLen)
if(NOT ${OpTypeLen} EQUAL ${AclnnTypeLen})
message(FATAL_ERROR "OPTYPE AND ACLNNTYPE Should be One-to-One")
endif()
math(EXPR index "${OpTypeLen} - 1")
foreach(i RANGE ${index})
list(GET MODULE_OPTYPE ${i} OpType)
list(GET MODULE_ACLNNTYPE ${i} AclnnType)
if(${AclnnType} STREQUAL "aclnn"
OR ${AclnnType} STREQUAL "aclnn_inner"
OR ${AclnnType} STREQUAL "aclnn_exclude"
)
file(GLOB OPDEF_SRCS ${SOURCE_DIR}/${OpType}_def*.cpp)
if(OPDEF_SRCS)
target_sources(${OPHOST_NAME}_opdef_${AclnnType}_obj INTERFACE ${OPDEF_SRCS})
endif()
if(AclnnExtraVersionLen GREATER 0)
concat_op_names(OPTYPE ${OpType} ACLNNTYPE ${AclnnType} ACLNN_EXTRA_VERSION ${MODULE_ACLNN_EXTRA_VERSION})
endif()
elseif(${AclnnType} STREQUAL "no_need_aclnn")
message(STATUS "aicpu or host aicpu no need aclnn.")
else()
message(FATAL_ERROR "ACLNN TYPE UNSPPORTED, ONLY SUPPORT aclnn/aclnn_inner/aclnn_exclude")
endif()
endforeach()
else()
file(GLOB OPDEF_SRCS ${SOURCE_DIR}/*_def*.cpp)
if(OPDEF_SRCS)
message(
FATAL_ERROR
"Should Manually specify aclnn/aclnn_inner/aclnn_exclude\n"
"usage: add_modules_sources(OPTYPE optypes ACLNNTYPE aclnntypes)\n"
"example: add_modules_sources(OPTYPE add ACLNNTYPE aclnn_exclude)"
)
endif()
endif()
endfunction()
# useage: add_graph_plugin_sources()
macro(add_graph_plugin_sources)
set(SOURCE_DIR ${CMAKE_CURRENT_SOURCE_DIR})
# 获取算子层级目录名称,判断是否编译该算子
get_filename_component(PARENT_DIR ${SOURCE_DIR} DIRECTORY)
get_filename_component(OP_NAME ${PARENT_DIR} NAME)
if(BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG)
file(GLOB GRAPH_PLUGIN_SRCS ${SOURCE_DIR}/*_graph*.cpp ${SOURCE_DIR}/fusion_pass/*_pass.cpp)
else()
file(GLOB GRAPH_PLUGIN_SRCS ${SOURCE_DIR}/*_graph*.cpp)
endif()
if(GRAPH_PLUGIN_SRCS)
add_graph_plugin_modules()
target_sources(${GRAPH_PLUGIN_NAME}_obj PRIVATE ${GRAPH_PLUGIN_SRCS})
endif()
file(GLOB GRAPH_PLUGIN_PROTO_HEADERS ${SOURCE_DIR}/*_proto*.h)
if(GRAPH_PLUGIN_PROTO_HEADERS)
target_sources(${GRAPH_PLUGIN_NAME}_proto_headers INTERFACE ${GRAPH_PLUGIN_PROTO_HEADERS})
endif()
endmacro()
# ######################################################################################################################
# get operating system info
# ######################################################################################################################
function(get_system_info SYSTEM_INFO)
if(UNIX)
execute_process(
COMMAND
grep -i ^id= /etc/os-release
OUTPUT_VARIABLE TEMP
)
string(REGEX REPLACE "\n|id=|ID=|\"" "" SYSTEM_NAME ${TEMP})
set(${SYSTEM_INFO}
${SYSTEM_NAME}_${CMAKE_SYSTEM_PROCESSOR}
PARENT_SCOPE
)
elseif(WIN32)
message(STATUS "System is Windows. Only for pre-build.")
else()
message(FATAL_ERROR "${CMAKE_SYSTEM_NAME} not support.")
endif()
endfunction()
# ######################################################################################################################
# add compile options, e.g.: -g -O0
# ######################################################################################################################
function(add_ops_compile_options OP_TYPE)
cmake_parse_arguments(OP_COMPILE "" "OP_TYPE" "COMPUTE_UNIT;OPTIONS" ${ARGN})
execute_process(
COMMAND
${ASCEND_PYTHON_EXECUTABLE} ${CMAKE_SOURCE_DIR}/scripts/util/ascendc_gen_options.py
${ASCEND_AUTOGEN_PATH}/${CUSTOM_COMPILE_OPTIONS} ${OP_TYPE} ${OP_COMPILE_COMPUTE_UNIT} ${OP_COMPILE_OPTIONS}
RESULT_VARIABLE EXEC_RESULT
OUTPUT_VARIABLE EXEC_INFO
ERROR_VARIABLE EXEC_ERROR
)
if(${EXEC_RESULT})
message("add ops compile options info: ${EXEC_INFO}")
message("add ops compile options error: ${EXEC_ERROR}")
message(FATAL_ERROR "add ops compile options failed!")
endif()
endfunction()
###################################################################################################
# get op_type from *_binary.json
###################################################################################################
function(get_op_type_from_binary_json BINARY_JSON OP_TYPE)
execute_process(COMMAND grep -w op_type ${BINARY_JSON} OUTPUT_VARIABLE op_type)
string(REGEX REPLACE "\"op_type\"" "" op_type ${op_type})
string(REGEX MATCH "\".+\"" op_type ${op_type})
string(REGEX REPLACE "\"" "" op_type ${op_type})
set(${OP_TYPE} ${op_type} PARENT_SCOPE)
endfunction()
###################################################################################################
# convert short socVersion to long socVersion
###################################################################################################
function(map_compute_unit compute_unit compute_unit_long)
set(compute_unit_keys "ascend910b" "ascend310p" "ascend910_93" "ascend950" "mc62cm12a")
set(compute_unit_values "ascend910b1" "ascend310p1" "ascend910_9391" "ascend950pr_9599" "mc62cm12aa")
list(FIND compute_unit_keys ${compute_unit} index)
if(NOT index EQUAL -1)
list(GET compute_unit_values ${index} mapped_value)
set(${compute_unit_long} ${mapped_value} PARENT_SCOPE)
else()
set(${compute_unit_long} ${compute_unit} PARENT_SCOPE)
endif()
endfunction()
###################################################################################################
# get target dir of different socVersions
###################################################################################################
function(get_target_dir compute_unit_long target_dir)
set(compute_unit_long_values "ascend910b1" "ascend310p1" "ascend910_9391" "ascend950pr_9599" "mc62cm12aa")
set(target_dir_values "arch22" "" "" "arch35" "arch35")
list(FIND compute_unit_long_values ${compute_unit_long} index)
if(NOT index EQUAL -1)
list(GET target_dir_values ${index} mapped_value)
set(${target_dir} ${mapped_value} PARENT_SCOPE)
else()
set(${target_dir} "" PARENT_SCOPE)
endif()
endfunction()
function(protobuf_generate_external comp c_var h_var)
if (NOT ARGN)
message(SEND_ERROR "Error: protobuf_generate_external() called without any proto files")
return()
endif()
set(${c_var})
set(${h_var})
set(_add_target FALSE)
set(extra_option "")
foreach(arg ${ARGN})
if ("${arg}" MATCHES "--proto_path")
set(extra_option ${arg})
endif()
endforeach()
foreach(file ${ARGN})
if ("${file}" STREQUAL "TARGET")
set(_add_target TRUE)
continue()
endif()
if ("${file}" MATCHES "--proto_path")
continue()
endif()
get_filename_component(abs_file ${file} ABSOLUTE)
get_filename_component(file_name ${file} NAME_WE)
get_filename_component(file_dir ${abs_file} PATH)
get_filename_component(parent_subdir ${file_dir} NAME)
if ("${parent_subdir}" STREQUAL "proto")
set(proto_output_path ${CMAKE_BINARY_DIR}/proto/${comp}/proto)
else()
set(proto_output_path ${CMAKE_BINARY_DIR}/proto/${comp}/proto/${parent_subdir})
endif()
list(APPEND ${c_var} "${proto_output_path}/${file_name}.pb.cc")
list(APPEND ${h_var} "${proto_output_path}/${file_name}.pb.h")
add_custom_command(
OUTPUT "${proto_output_path}/${file_name}.pb.cc" "${proto_output_path}/${file_name}.pb.h"
WORKING_DIRECTORY ${PROJECT_SOURCE_DIR}
COMMAND ${CMAKE_COMMAND} -E make_directory "${proto_output_path}"
COMMAND ${CMAKE_COMMAND} -E echo "generate proto cpp_out ${comp} by ${abs_file}"
COMMAND ${Protobuf_PROTOC_EXECUTABLE} -I${file_dir} ${extra_option} --cpp_out=${proto_output_path} ${abs_file}
DEPENDS ${abs_file} ascend_protobuf_build_nn json
COMMENT "Running C++ protocol buffer compiler on ${file}" VERBATIM)
endforeach()
if (_add_target)
add_custom_target(
${comp} DEPENDS ${${c_var}} ${${h_var}})
endif()
set_source_files_properties(${${c_var}} ${${h_var}} PROPERTIES GENERATED TRUE)
set(${c_var} ${${c_var}} PARENT_SCOPE)
set(${h_var} ${${h_var}} PARENT_SCOPE)
endfunction()
function(add_onnx_plugin_modules)
if (NOT TARGET ${ONNX_PLUGIN_NAME}_obj)
set(ge_onnx_proto_srcs
${ASCEND_DIR}/include/proto/ge_onnx.proto)
protobuf_generate_external(onnx ge_onnx_proto_cc ge_onnx_proto_h ${ge_onnx_proto_srcs})
if(BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG)
npu_op_library(${ONNX_PLUGIN_NAME}_obj GRAPH ${ge_onnx_proto_h} )
else()
add_library(${ONNX_PLUGIN_NAME}_obj OBJECT ${ge_onnx_proto_h})
endif()
# 为特定目标设置C++14标准
set_target_properties(${ONNX_PLUGIN_NAME}_obj PROPERTIES
CXX_STANDARD 14
CXX_STANDARD_REQUIRED ON
CXX_EXTENSIONS OFF
)
target_include_directories(${ONNX_PLUGIN_NAME}_obj PRIVATE ${OP_PROTO_INCLUDE} ${Protobuf_INCLUDE} ${Protobuf_PATH} ${CMAKE_BINARY_DIR}/proto ${ONNX_PLUGIN_COMMON_INCLUDE} ${JSON_INCLUDE} ${ABSL_SOURCE_DIR})
target_compile_definitions(${ONNX_PLUGIN_NAME}_obj PRIVATE OPS_UTILS_LOG_SUB_MOD_NAME="ONNX_PLUGIN" LOG_CPP)
if(BUILD_WITH_INSTALLED_DEPENDENCY_CANN_PKG)
target_compile_options(
${ONNX_PLUGIN_NAME}_obj PRIVATE -Dgoogle=ascend_private -fvisibility=hidden -Wno-shadow -Wno-unused-parameter
)
else()
target_compile_options(
${ONNX_PLUGIN_NAME}_obj PRIVATE $<$<NOT:$<BOOL:${ENABLE_TEST}>>:-DDISABLE_COMPILE_V1> -Dgoogle=ascend_private
-fvisibility=hidden -Wno-shadow -Wno-unused-parameter
)
endif()
target_link_libraries(
${ONNX_PLUGIN_NAME}_obj
PRIVATE $<BUILD_INTERFACE:$<IF:$<BOOL:${ENABLE_TEST}>,intf_llt_pub_asan_cxx17,intf_pub_cxx14>>
$<BUILD_INTERFACE:dlog_headers>
$<$<TARGET_EXISTS:ops_base_util_objs>:$<TARGET_OBJECTS:ops_base_util_objs>>
$<$<TARGET_EXISTS:ops_base_infer_objs>:$<TARGET_OBJECTS:ops_base_infer_objs>>
)
endif()
endfunction()
macro(add_onnx_plugin_sources)
set(SOURCE_DIR ${CMAKE_CURRENT_SOURCE_DIR})
file(GLOB ONNX_PLUGIN_SRCS ${SOURCE_DIR}/*_onnx_plugin.cpp)
if(ONNX_PLUGIN_SRCS)
add_onnx_plugin_modules()
target_sources(${ONNX_PLUGIN_NAME}_obj PRIVATE ${ONNX_PLUGIN_SRCS})
else()
message(STATUS "ONNX_PLUGIN_SRCS is empty")
endif()
endmacro()