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MLIR.cmake
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MLIR.cmake
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# SPDX-License-Identifier: Apache-2.0
# Must unset LLVM_DIR in cache. Otherwise, when MLIR_DIR changes LLVM_DIR
# won't change accordingly.
unset(LLVM_DIR CACHE)
if (NOT DEFINED MLIR_DIR)
message(FATAL_ERROR "MLIR_DIR is not configured but it is required. "
"Set the cmake option MLIR_DIR, e.g.,\n"
" cmake -DMLIR_DIR=/path/to/llvm-project/build/lib/cmake/mlir ..\n"
)
endif()
find_package(MLIR REQUIRED CONFIG)
message(STATUS "Using MLIRConfig.cmake in: ${MLIR_DIR}")
message(STATUS "Using LLVMConfig.cmake in: ${LLVM_DIR}")
list(APPEND CMAKE_MODULE_PATH "${MLIR_CMAKE_DIR}")
list(APPEND CMAKE_MODULE_PATH "${LLVM_CMAKE_DIR}")
include(TableGen)
include(AddLLVM)
include(AddMLIR)
include(HandleLLVMOptions)
include_directories(${LLVM_INCLUDE_DIRS})
include_directories(${MLIR_INCLUDE_DIRS})
add_definitions(${LLVM_DEFINITIONS})
set(BUILD_SHARED_LIBS ${LLVM_ENABLE_SHARED_LIBS} CACHE BOOL "" FORCE)
message(STATUS "BUILD_SHARED_LIBS : " ${BUILD_SHARED_LIBS})
# onnx uses exceptions, so we need to make sure that LLVM_REQUIRES_EH is set to ON, so that
# the functions from HandleLLVMOptions and AddLLVM don't disable exceptions.
set(LLVM_REQUIRES_EH ON)
message(STATUS "LLVM_REQUIRES_EH : " ${LLVM_REQUIRES_EH})
# LLVM_HOST_TRIPLE is exported as part of the llvm config, so we should be able to leverage it.
# If, for some reason, it is not set, default to an empty string which is the old default behavior of onnx-mlir.
set(ONNX_MLIR_DEFAULT_TRIPLE "${LLVM_HOST_TRIPLE}" CACHE STRING "Default triple for onnx-mlir.")
message(STATUS "ONNX_MLIR_DEFAULT_TRIPLE : " ${ONNX_MLIR_DEFAULT_TRIPLE})
# If CMAKE_INSTALL_PREFIX was not provided explicitly and we are not using an install of
# LLVM and a CMakeCache.txt exists,
# force CMAKE_INSTALL_PREFIX to be the same as the LLVM build.
if (CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT AND NOT LLVM_INSTALL_PREFIX)
if (EXISTS ${LLVM_BINARY_DIR}/CMakeCache.txt)
file(STRINGS ${LLVM_BINARY_DIR}/CMakeCache.txt prefix REGEX CMAKE_INSTALL_PREFIX)
string(REGEX REPLACE "CMAKE_INSTALL_PREFIX:PATH=" "" prefix ${prefix})
string(REGEX REPLACE "//.*" "" prefix ${prefix})
set(CMAKE_INSTALL_PREFIX ${prefix} CACHE PATH "" FORCE)
endif()
endif()
message(STATUS "CMAKE_INSTALL_PREFIX : " ${CMAKE_INSTALL_PREFIX})
# The tablegen functions below are modeled based on the corresponding functions
# in mlir: https://github.com/llvm/llvm-project/blob/main/mlir/cmake/modules/AddMLIR.cmake
function(add_onnx_mlir_dialect_doc dialect dialect_tablegen_file)
# Generate Dialect Documentation
set(LLVM_TARGET_DEFINITIONS ${dialect_tablegen_file})
tablegen(MLIR ${dialect}.md -gen-op-doc "-I${ONNX_MLIR_SRC_ROOT}")
set(GEN_DOC_FILE ${ONNX_MLIR_SRC_ROOT}/docs/Dialects/${dialect}.md)
add_custom_command(
OUTPUT ${GEN_DOC_FILE}
COMMAND ${CMAKE_COMMAND} -E copy_if_different
${CMAKE_CURRENT_BINARY_DIR}/${dialect}.md
${GEN_DOC_FILE}
DEPENDS ${CMAKE_CURRENT_BINARY_DIR}/${dialect}.md)
add_custom_target(${dialect}DocGen DEPENDS ${GEN_DOC_FILE})
add_dependencies(onnx-mlir-docs ${dialect}DocGen)
endfunction()
add_custom_target(onnx-mlir-docs)
# Create the list of supported ops. Pass the input file to scan, and the target architecture.
# Target will create a docs/SupportedONNXOps-<arch>.md file listed
# Useful options are "--notes", "--unsupported". Check python documentOps.py -h for more info.
#
# After updating the ==OP== type doc, the md files listing the new support can be
# regenerated by typing `make onnx_mlir_supported_ops_XXX` where `XXX` is the targeted
# arch, currently either `cpu` or `NNPA`.
function(add_onnx_mlir_supported_ops input_file arch)
set(GEN_DOC_FILE ${ONNX_MLIR_SRC_ROOT}/docs/SupportedONNXOps-${arch}.md)
set(supported_ops_cmd ${Python3_EXECUTABLE} ${ONNX_MLIR_SRC_ROOT}/utils/documentOps.py -a ${arch} -i ${input_file} -p ${ONNX_MLIR_SRC_ROOT}/utils)
# For generating docs/SupportedONNXOps-NNPA.md we only want to use the "--notes" flag to bypass unnecessary content.
set(FLAG --notes --unsupported)
if (${arch} STREQUAL "NNPA")
unset(FLAG)
set(FLAG --notes)
endif()
add_custom_command(
OUTPUT ${GEN_DOC_FILE}
COMMAND ${supported_ops_cmd} ${FLAG} > ${GEN_DOC_FILE}
DEPENDS ${input_file})
add_custom_target(onnx_mlir_supported_ops_${arch} DEPENDS ${GEN_DOC_FILE})
add_dependencies(onnx_mlir_supported_ops onnx_mlir_supported_ops_${arch})
endfunction()
add_custom_target(onnx_mlir_supported_ops)
set_target_properties(onnx_mlir_supported_ops PROPERTIES EXCLUDE_FROM_DEFAULT_BUILD ON)
# If an extra parameter, the dialect name, is provided,
# this function will generate dialect and type from the td file
function(add_onnx_mlir_dialect dialect dialect_name)
set(LLVM_TARGET_DEFINITIONS ${dialect}.td)
mlir_tablegen(${dialect}Ops.hpp.inc -gen-op-decls "-I${ONNX_MLIR_SRC_ROOT}")
mlir_tablegen(${dialect}Ops.cpp.inc -gen-op-defs "-I${ONNX_MLIR_SRC_ROOT}")
mlir_tablegen(${dialect}Dialect.hpp.inc -gen-dialect-decls -dialect=${dialect_name} "-I${ONNX_MLIR_SRC_ROOT}")
mlir_tablegen(${dialect}Dialect.cpp.inc -gen-dialect-defs -dialect=${dialect_name} "-I${ONNX_MLIR_SRC_ROOT}")
mlir_tablegen(${dialect}Types.hpp.inc -gen-typedef-decls -typedefs-dialect=${dialect_name} "-I${ONNX_MLIR_SRC_ROOT}")
mlir_tablegen(${dialect}Types.cpp.inc -gen-typedef-defs -typedefs-dialect=${dialect_name} "-I${ONNX_MLIR_SRC_ROOT}")
mlir_tablegen(${dialect}Attributes.hpp.inc -gen-attrdef-decls -attrdefs-dialect=${dialect_name} "-I${ONNX_MLIR_SRC_ROOT}")
mlir_tablegen(${dialect}Attributes.cpp.inc -gen-attrdef-defs -attrdefs-dialect=${dialect_name} "-I${ONNX_MLIR_SRC_ROOT}")
add_public_tablegen_target(OM${dialect}IncGen)
endfunction()
function(add_onnx_mlir_rewriter rewriter)
set(LLVM_TARGET_DEFINITIONS ${rewriter}.td)
mlir_tablegen(ONNX${rewriter}.inc -gen-rewriters "-I${ONNX_MLIR_SRC_ROOT}")
add_public_tablegen_target(OMONNX${rewriter}IncGen)
endfunction()
function(add_onnx_mlir_interface interface)
set(LLVM_TARGET_DEFINITIONS ${interface}.td)
mlir_tablegen(${interface}.hpp.inc -gen-op-interface-decls)
mlir_tablegen(${interface}.cpp.inc -gen-op-interface-defs)
add_public_tablegen_target(OM${interface}IncGen)
endfunction()
# add_onnx_mlir_library(name sources...
# This function (generally) has the same semantic as add_library. In
# addition it supports the arguments below and it does the following
# by default (unless an argument overrides this):
# 1. Add the library
# 2. Add the default target_include_directories
# 3. Add the library to a global property ONNX_MLIR_LIBS
# 4. Add an install target for the library
# EXCLUDE_FROM_OM_LIBS
# Do not add the library to the ONNX_MLIR_LIBS property.
# NO_INSTALL
# Do not add an install target for the library.
# DEPENDS targets...
# Same semantics as add_dependencies().
# INCLUDE_DIRS include_dirs...
# Same semantics as target_include_directories().
# LINK_LIBS lib_targets...
# Same semantics as target_link_libraries().
# LINK_COMPONENTS llvm_components...
# Link the specified LLVM components.
# Note: only one linkage mode can be specified.
# )
function(add_onnx_mlir_library name)
cmake_parse_arguments(ARG
"EXCLUDE_FROM_OM_LIBS;NO_INSTALL"
""
"DEPENDS;INCLUDE_DIRS;ACCEL_INCLUDE_DIRS;LINK_LIBS;LINK_COMPONENTS"
${ARGN}
)
if (NOT ARG_EXCLUDE_FROM_OM_LIBS)
set_property(GLOBAL APPEND PROPERTY ONNX_MLIR_LIBS ${name})
endif()
add_library(${name} ${ARG_UNPARSED_ARGUMENTS})
llvm_update_compile_flags(${name})
if (ARG_DEPENDS)
add_dependencies(${name} ${ARG_DEPENDS})
endif()
if (ARG_INCLUDE_DIRS)
target_include_directories(${name} ${ARG_INCLUDE_DIRS})
endif()
if (ARG_ACCEL_INCLUDE_DIRS)
target_include_directories(${name} ${ARG_ACCEL_INCLUDE_DIRS})
endif()
target_include_directories(${name}
PUBLIC
${ONNX_MLIR_SRC_ROOT}
${ONNX_MLIR_BIN_ROOT}
)
if (ARG_LINK_LIBS)
target_link_libraries(${name} ${ARG_LINK_LIBS})
endif()
if (ARG_LINK_COMPONENTS)
set(LinkageMode)
if (ARG_LINK_COMPONENTS MATCHES "^(PUBLIC|PRIVATE|INTERFACE)")
list(POP_FRONT ARG_LINK_COMPONENTS LinkageMode)
endif()
llvm_map_components_to_libnames(COMPONENT_LIBS ${ARG_LINK_COMPONENTS})
if (LinkageMode)
target_link_libraries(${name} ${LinkageMode} ${COMPONENT_LIBS})
else()
target_link_libraries(${name} PRIVATE ${COMPONENT_LIBS})
endif()
endif()
if (NOT ARG_NO_INSTALL)
install(TARGETS ${name}
ARCHIVE DESTINATION lib
LIBRARY DESTINATION lib
RUNTIME DESTINATION bin
)
endif()
endfunction(add_onnx_mlir_library)
# add_onnx_mlir_executable(name sources...
# This function (generally) has the same semantic as add_executable.
# In addition is supports the arguments below and it does the following
# by default (unless an argument overrides this):
# 1. Add the executable
# 2. Add an install target for the executable
# NO_INSTALL
# Do not add an install target for the executable.
# DEPENDS targets...
# Same semantics as add_dependencies().
# INCLUDE_DIRS include_dirs...
# Same semantics as target_include_directories().
# LINK_LIBS lib_targets...
# Same semantics as target_link_libraries().
# DEFINE define_targets...
# Same semantics as target_compile_definitions()
# )
function(add_onnx_mlir_executable name)
cmake_parse_arguments(ARG
"NO_INSTALL"
""
"DEPENDS;INCLUDE_DIRS;LINK_LIBS;DEFINE"
${ARGN}
)
if (EXCLUDE_FROM_ALL)
add_executable(${name} EXCLUDE_FROM_ALL ${ARG_UNPARSED_ARGUMENTS})
else()
add_executable(${name} ${ARG_UNPARSED_ARGUMENTS})
endif()
llvm_update_compile_flags(${name})
if (ARG_DEPENDS)
add_dependencies(${name} ${ARG_DEPENDS})
endif()
if (ARG_INCLUDE_DIRS)
target_include_directories(${name} ${ARG_INCLUDE_DIRS})
endif()
if (ARG_LINK_LIBS)
target_link_libraries(${name} ${ARG_LINK_LIBS})
endif()
if (NOT ARG_NO_INSTALL)
install(TARGETS ${name} DESTINATION bin)
endif()
if (ARG_DEFINE)
target_compile_definitions(${name} ${ARG_DEFINE})
endif()
endfunction(add_onnx_mlir_executable)