forked from microsoft/onnxruntime-extensions
-
Notifications
You must be signed in to change notification settings - Fork 0
/
CMakeLists.txt
410 lines (348 loc) · 15.4 KB
/
CMakeLists.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
cmake_minimum_required(VERSION 3.16.0)
project(onnxruntime_extensions LANGUAGES C CXX)
# set(CMAKE_VERBOSE_MAKEFILE ON)
if(NOT CMAKE_BUILD_TYPE)
message(STATUS "Build type not set - using RelWithDebInfo")
set(CMAKE_BUILD_TYPE "RelWithDebInfo" CACHE STRING "Choose build type: Debug Release RelWithDebInfo." FORCE)
endif()
set(CPACK_PACKAGE_NAME "onnxruntime_extensions")
set(CPACK_PACKAGE_VERSION_MAJOR "0")
set(CPACK_PACKAGE_VERSION_MINOR "3")
set(CPACK_PACKAGE_VERSION_PATCH "1")
set(VERSION ${CPACK_PACKAGE_VERSION_MAJOR}.${CPACK_PACKAGE_VERSION_MINOR}.${CPACK_PACKAGE_VERSION_PATCH})
set(CMAKE_CXX_STANDARD 17)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_CXX_EXTENSIONS OFF)
include(CheckCXXCompilerFlag)
include(CheckLanguage)
option(CC_OPTIMIZE "Allow compiler optimizations, Set to OFF to disable" ON)
option(OCOS_ENABLE_PYTHON "Enable Python component building" OFF)
option(OCOS_ENABLE_CTEST "Enable C++ test" OFF)
option(OCOS_ENABLE_CPP_EXCEPTIONS "Enable C++ Exception" ON)
option(OCOS_ENABLE_TF_STRING "Enable String Operator Set" ON)
option(OCOS_ENABLE_RE2_REGEX "Enable StringRegexReplace and StringRegexSplit" ON)
option(OCOS_ENABLE_GPT2_TOKENIZER "Enable the GPT2 tokenizer building" ON)
option(OCOS_ENABLE_SPM_TOKENIZER "Enable the SentencePiece tokenizer building" ON)
option(OCOS_ENABLE_WORDPIECE_TOKENIZER "Enable the WordpieceTokenizer building" ON)
option(OCOS_ENABLE_BERT_TOKENIZER "Enable the BertTokenizer building" ON)
option(OCOS_ENABLE_BLINGFIRE "Enable the Blingfire building" ON)
option(OCOS_ENABLE_DLIB "Enable the Inverse building" ON)
option(OCOS_ENABLE_MATH "Enable the math tensor operators building" ON)
option(OCOS_ENABLE_STATIC_LIB "Enable generating static library" OFF)
option(OCOS_ENABLE_SELECTED_OPLIST "Enable including the selected_ops tool file" OFF)
function(disable_all_operators)
set(OCOS_ENABLE_RE2_REGEX OFF CACHE INTERNAL "")
set(OCOS_ENABLE_TF_STRING OFF CACHE INTERNAL "")
set(OCOS_ENABLE_WORDPIECE_TOKENIZER OFF CACHE INTERNAL "")
set(OCOS_ENABLE_GPT2_TOKENIZER OFF CACHE INTERNAL "")
set(OCOS_ENABLE_SPM_TOKENIZER OFF CACHE INTERNAL "")
set(OCOS_ENABLE_BERT_TOKENIZER OFF CACHE INTERNAL "")
set(OCOS_ENABLE_BLINGFIRE OFF CACHE INTERNAL "")
set(OCOS_ENABLE_MATH OFF CACHE INTERNAL "")
set(OCOS_ENABLE_DLIB OFF CACHE INTERNAL "")
endfunction()
if(NOT CC_OPTIMIZE)
message("!!!THE COMPILER OPTIMIZATION HAS BEEN DISABLED, DEBUG-ONLY!!!")
string(REGEX REPLACE "([\-\/]O[123])" "" CMAKE_C_FLAGS_RELWITHDEBINFO "${CMAKE_C_FLAGS_RELWITHDEBINFO}")
string(REGEX REPLACE "([\-\/]O[123])" "" CMAKE_C_FLAGS_RELEASE "${CMAKE_C_FLAGS_RELEASE}")
string(REGEX REPLACE "([\-\/]O[123])" "" CMAKE_CXX_FLAGS_RELWITHDEBINFO "${CMAKE_CXX_FLAGS_RELWITHDEBINFO}")
string(REGEX REPLACE "([\-\/]O[123])" "" CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE}")
if (NOT WIN32)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -O0")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O0")
else()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /Od")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /Od")
endif()
endif()
# Build the libraries with -fPIC
set(CMAKE_POSITION_INDEPENDENT_CODE ON)
set(CMAKE_FIND_FRAMEWORK NEVER CACHE STRING "...")
if(NOT "${CMAKE_FIND_FRAMEWORK}" STREQUAL "NEVER")
message(FATAL_ERROR "CMAKE_FIND_FRAMEWORK is not NEVER")
endif()
# External dependencies
list(APPEND CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/cmake/externals ${PROJECT_SOURCE_DIR}/cmake)
if (OCOS_ENABLE_SELECTED_OPLIST)
# Need to ensure _selectedoplist.cmake file is already generated in folder: ${PROJECT_SOURCE_DIR}/cmake/
# You could run gen_selectedops.py in folder: tools/ to generate _selectedoplist.cmake
message(STATUS "Looking for the _selectedoplist.cmake")
disable_all_operators()
include(_selectedoplist)
endif()
if(NOT OCOS_ENABLE_CPP_EXCEPTIONS)
include(noexcep_ops)
add_compile_definitions(OCOS_NO_EXCEPTIONS ORT_NO_EXCEPTIONS)
if(MSVC)
string(REGEX REPLACE "/EHsc" "/EHs-c-" CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS}")
add_compile_definitions("_HAS_EXCEPTIONS=0")
else()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables")
endif()
endif()
include(FetchContent)
if (OCOS_ENABLE_RE2_REGEX)
if (NOT TARGET re2::re2)
set(RE2_BUILD_TESTING OFF CACHE INTERNAL "")
message(STATUS "Fetch googlere2")
include(googlere2)
FetchContent_GetProperties(googlere2)
endif()
if(CMAKE_SYSTEM_NAME STREQUAL "Emscripten")
set_property(TARGET re2 PROPERTY COMPILE_OPTIONS)
endif()
endif()
#### scan all source files
file(GLOB TARGET_SRC "operators/*.cc" "operators/*.h")
if (OCOS_ENABLE_TF_STRING)
set(farmhash_SOURCE_DIR ${PROJECT_SOURCE_DIR}/cmake/externals/farmhash)
file(GLOB TARGET_SRC_KERNELS "operators/text/*.cc" "operators/text/*.h*")
file(GLOB TARGET_SRC_HASH "${farmhash_SOURCE_DIR}/src/farmhash.*")
list(APPEND TARGET_SRC ${TARGET_SRC_KERNELS} ${TARGET_SRC_HASH})
endif()
if (OCOS_ENABLE_RE2_REGEX)
file(GLOB TARGET_SRC_RE2_KERNELS "operators/text/re2_strings/*.cc" "operators/text/re2_strings/*.h*")
list(APPEND TARGET_SRC ${TARGET_SRC_RE2_KERNELS})
endif()
if (OCOS_ENABLE_MATH)
if(OCOS_ENABLE_DLIB)
set(DLIB_ISO_CPP_ONLY ON CACHE INTERNAL "")
set(DLIB_NO_GUI_SUPPORT ON CACHE INTERNAL "")
set(DLIB_USE_CUDA OFF CACHE INTERNAL "")
set(DLIB_USE_LAPACK OFF CACHE INTERNAL "")
set(DLIB_USE_BLAS OFF CACHE INTERNAL "")
include(dlib)
# Ideally, dlib should be included as
# file(GLOB TARGET_SRC_DLIB "${dlib_SOURCE_DIR}/dlib/all/source.cpp")
# To avoid the unintentional using some unwanted component, only include
file(GLOB TARGET_SRC_DLIB "${dlib_SOURCE_DIR}/dlib/test_for_odr_violations.cpp")
file(GLOB TARGET_SRC_INVERSE "operators/math/dlib/*.cc" "operators/math/dlib/*.h*")
endif()
file(GLOB TARGET_SRC_MATH "operators/math/*.cc" "operators/math/*.h*")
list(APPEND TARGET_SRC ${TARGET_SRC_MATH} ${TARGET_SRC_DLIB} ${TARGET_SRC_INVERSE})
endif()
set(_HAS_TOKENIZER OFF)
if (OCOS_ENABLE_GPT2_TOKENIZER)
# GPT2
set(_HAS_TOKENIZER ON)
file(GLOB tok_TARGET_SRC "operators/tokenizer/gpt*.cc" "operators/tokenizer/unicode*.*")
list(APPEND TARGET_SRC ${tok_TARGET_SRC})
endif()
if (OCOS_ENABLE_SPM_TOKENIZER)
# SentencePiece
set(_HAS_TOKENIZER ON)
set(SPM_ENABLE_TCMALLOC OFF CACHE INTERNAL "")
set(SPM_ENABLE_SHARED OFF CACHE INTERNAL "")
message(STATUS "Fetch sentencepiece")
include(sentencepieceproject)
file(GLOB stpiece_TARGET_SRC "operators/tokenizer/sentencepiece/*.cc" "operators/tokenizer/sentencepiece*")
list(REMOVE_ITEM stpiece_TARGET_SRC INCLUDE REGEX ".*((spm)|(train)).*")
list(APPEND TARGET_SRC ${stpiece_TARGET_SRC})
endif()
if (OCOS_ENABLE_WORDPIECE_TOKENIZER)
set(_HAS_TOKENIZER ON)
file(GLOB wordpiece_TARGET_SRC "operators/tokenizer/wordpiece*.*")
list(APPEND TARGET_SRC ${wordpiece_TARGET_SRC})
endif()
if (OCOS_ENABLE_BERT_TOKENIZER)
# Bert
set(_HAS_TOKENIZER ON)
file(GLOB bert_TARGET_SRC "operators/tokenizer/basic_tokenizer.*" "operators/tokenizer/bert_tokenizer.*" "operators/tokenizer/bert_tokenizer_decoder.*")
list(APPEND TARGET_SRC ${bert_TARGET_SRC})
endif()
if (OCOS_ENABLE_BLINGFIRE)
# blingfire
set(_HAS_TOKENIZER ON)
file(GLOB blingfire_TARGET_SRC "operators/tokenizer/blingfire*.*")
list(APPEND TARGET_SRC ${blingfire_TARGET_SRC})
endif()
if (OCOS_ENABLE_GPT2_TOKENIZER OR OCOS_ENABLE_WORDPIECE_TOKENIZER)
if (NOT TARGET nlohmann_json)
set(JSON_BuildTests OFF CACHE INTERNAL "")
message(STATUS "Fetch json")
include(json)
endif()
endif()
if (_HAS_TOKENIZER)
message(STATUS "Tokenizer needed.")
file(GLOB tokenizer_TARGET_SRC "operators/tokenizer/tokenizers.*")
list(APPEND TARGET_SRC ${tokenizer_TARGET_SRC})
endif()
#### make all compile options.
add_compile_options("$<$<C_COMPILER_ID:MSVC>:/utf-8>")
add_compile_options("$<$<CXX_COMPILER_ID:MSVC>:/utf-8>")
add_library(ocos_operators STATIC ${TARGET_SRC})
target_include_directories(ocos_operators PUBLIC operators/tokenizer)
set(ocos_libraries "")
if (OCOS_ENABLE_TF_STRING)
list(APPEND ocos_libraries re2)
endif()
target_include_directories(ocos_operators PUBLIC
${PROJECT_SOURCE_DIR}/includes
${PROJECT_SOURCE_DIR}/includes/onnxruntime
${PROJECT_SOURCE_DIR}/operators)
set(OCOS_COMPILE_DEFINITIONS "")
if (OCOS_ENABLE_TF_STRING)
target_include_directories(ocos_operators PUBLIC
${googlere2_SOURCE_DIR}
${farmhash_SOURCE_DIR}/src)
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_TF_STRING)
endif()
if (OCOS_ENABLE_RE2_REGEX)
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_RE2_REGEX)
endif()
if (OCOS_ENABLE_MATH)
target_include_directories(ocos_operators PUBLIC ${dlib_SOURCE_DIR})
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_MATH)
# The dlib matrix implementation is all in the headers, no library compiling needed.
endif()
if (OCOS_ENABLE_DLIB)
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_DLIB)
endif()
if (_HAS_TOKENIZER)
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_TOKENIZER)
endif()
if (OCOS_ENABLE_GPT2_TOKENIZER)
# GPT2
target_include_directories(ocos_operators PRIVATE ${json_SOURCE_DIR}/single_include)
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_GPT2_TOKENIZER)
list(APPEND ocos_libraries nlohmann_json::nlohmann_json)
endif()
if (OCOS_ENABLE_WORDPIECE_TOKENIZER)
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_WORDPIECE_TOKENIZER)
endif()
if (OCOS_ENABLE_BERT_TOKENIZER)
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_BERT_TOKENIZER)
endif()
if (OCOS_ENABLE_SPM_TOKENIZER)
# SentencePiece
target_include_directories(ocos_operators PUBLIC ${spm_INCLUDE_DIRS})
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_SPM_TOKENIZER)
list(APPEND ocos_libraries sentencepiece-static)
endif()
if (OCOS_ENABLE_BLINGFIRE)
include(blingfire)
list(APPEND OCOS_COMPILE_DEFINITIONS ENABLE_BLINGFIRE)
list(APPEND ocos_libraries bingfirtinydll_static)
endif()
if (OCOS_ENABLE_GPT2_TOKENIZER OR OCOS_ENABLE_WORDPIECE_TOKENIZER)
target_include_directories(ocos_operators PRIVATE ${json_SOURCE_DIR}/single_include)
list(APPEND ocos_libraries nlohmann_json::nlohmann_json)
endif()
if (OCOS_ENABLE_TF_STRING)
target_compile_definitions(ocos_operators PRIVATE
NOMINMAX
FARMHASH_NO_BUILTIN_EXPECT)
endif()
list(REMOVE_DUPLICATES OCOS_COMPILE_DEFINITIONS)
target_compile_definitions(ocos_operators PRIVATE ${OCOS_COMPILE_DEFINITIONS})
target_link_libraries(ocos_operators PRIVATE ${ocos_libraries})
file(GLOB shared_TARGET_SRC "shared/*.cc" "shared/*.h")
if(OCOS_ENABLE_PYTHON)
set(Python3_FIND_REGISTRY NEVER CACHE STRING "...")
if(NOT "${Python3_FIND_REGISTRY}" STREQUAL "NEVER")
message(FATAL_ERROR "Python3_FIND_REGISTRY is not NEVER")
endif()
find_package(Python3 COMPONENTS Interpreter Development.Module NumPy)
if (NOT Python3_FOUND)
message(FATAL_ERROR "Python3 or NumPy not found!")
endif()
if (WIN32)
list(APPEND shared_TARGET_SRC "${PROJECT_SOURCE_DIR}/onnxruntime_extensions/ortcustomops.def")
endif()
file(GLOB TARGET_SRC_PYOPS "pyop/*.cc" "pyop/*.h")
add_library(ortcustomops SHARED ${TARGET_SRC_PYOPS} ${shared_TARGET_SRC})
list(APPEND OCOS_COMPILE_DEFINITIONS PYTHON_OP_SUPPORT)
# building static lib has higher priority
elseif(OCOS_ENABLE_STATIC_LIB)
add_library(ortcustomops STATIC ${shared_TARGET_SRC})
add_library(onnxruntime_extensions ALIAS ortcustomops)
elseif(CMAKE_SYSTEM_NAME STREQUAL "Emscripten")
add_executable(ortcustomops ${shared_TARGET_SRC})
set_target_properties(ortcustomops PROPERTIES LINK_FLAGS " \
-s WASM=1 \
-s NO_EXIT_RUNTIME=0 \
-s ALLOW_MEMORY_GROWTH=1 \
-s SAFE_HEAP=0 \
-s MODULARIZE=1 \
-s SAFE_HEAP_LOG=0 \
-s STACK_OVERFLOW_CHECK=0 \
-s EXPORT_ALL=0 \
-s VERBOSE=0 \
--no-entry")
if (CMAKE_BUILD_TYPE STREQUAL "Debug")
set_property(TARGET ortcustomops APPEND_STRING PROPERTY LINK_FLAGS " -s ASSERTIONS=1 -s DEMANGLE_SUPPORT=1")
else()
set_property(TARGET ortcustomops APPEND_STRING PROPERTY LINK_FLAGS " -s ASSERTIONS=0 -s DEMANGLE_SUPPORT=0")
endif()
else()
list(APPEND shared_TARGET_SRC "${PROJECT_SOURCE_DIR}/shared/ortcustomops.def")
add_library(ortcustomops SHARED ${shared_TARGET_SRC})
endif()
target_compile_definitions(ortcustomops PRIVATE ${OCOS_COMPILE_DEFINITIONS})
target_link_libraries(ortcustomops PUBLIC ocos_operators)
if(OCOS_ENABLE_PYTHON)
message(STATUS "Fetch pybind11")
include(pybind11)
target_include_directories(ortcustomops PRIVATE
$<TARGET_PROPERTY:Python3::Module,INTERFACE_INCLUDE_DIRECTORIES>
$<TARGET_PROPERTY:Python3::NumPy,INTERFACE_INCLUDE_DIRECTORIES>
${pybind11_INCLUDE_DIRS}
)
target_compile_definitions(ortcustomops PRIVATE
$<TARGET_PROPERTY:Python3::Module,INTERFACE_COMPILE_DEFINITIONS>)
target_link_libraries(ortcustomops PRIVATE Python3::Module)
if(NOT "${OCOS_EXTENTION_NAME}" STREQUAL "")
if(NOT WIN32)
set_target_properties(ortcustomops PROPERTIES
LIBRARY_OUTPUT_NAME ${OCOS_EXTENTION_NAME}
PREFIX ""
SUFFIX "")
endif()
endif()
endif()
# test section
if (OCOS_ENABLE_CTEST)
# Enable CTest
SET(CMAKE_FIND_ROOT_PATH_MODE_LIBRARY BOTH)
find_library(ONNXRUNTIME onnxruntime HINTS "${ONNXRUNTIME_LIB_DIR}")
if (NOT ONNXRUNTIME)
message(FATAL_ERROR "The ctest needs the prebuilt onnxruntime libraries directory, please specify it by ONNXRUNTIME_LIB_DIR.")
endif()
enable_testing()
message(STATUS "Fetch CTest")
include(CTest)
set(TEST_SRC_DIR ${PROJECT_SOURCE_DIR}/test)
message(STATUS "Fetch googletest")
include(googletest)
file(GLOB static_TEST_SRC "${TEST_SRC_DIR}/static_test/*.cc")
add_executable(operators_test ${static_TEST_SRC})
target_link_libraries(operators_test PRIVATE gtest_main ocos_operators ${ocos_libraries})
add_test(NAME operators_test COMMAND $<TARGET_FILE:operators_test>)
# needs to link with stdc++fs in Linux
if(UNIX AND NOT APPLE AND NOT CMAKE_SYSTEM_NAME STREQUAL "Android")
set(FS_STDLIB stdc++fs)
endif()
file(GLOB shared_TEST_SRC "${TEST_SRC_DIR}/shared_test/*.cc")
add_executable(ortcustomops_test ${shared_TEST_SRC})
if (ONNXRUNTIME_LIB_DIR)
target_link_directories(ortcustomops_test PRIVATE ${ONNXRUNTIME_LIB_DIR})
endif()
target_link_libraries(ortcustomops_test PRIVATE ortcustomops onnxruntime gtest_main ${ocos_libraries} ${FS_STDLIB})
if (WIN32)
file(TO_CMAKE_PATH "${ONNXRUNTIME_LIB_DIR}/*" ONNXRUNTIME_LIB_FILEPATTERN)
file(GLOB ONNXRUNTIME_LIB_FILES CONFIGURE_DEPENDS "${ONNXRUNTIME_LIB_FILEPATTERN}")
add_custom_command(
TARGET ortcustomops_test POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy ${ONNXRUNTIME_LIB_FILES} $<TARGET_FILE_DIR:ortcustomops_test>)
endif()
set(TEST_DATA_SRC ${TEST_SRC_DIR}/data)
set(TEST_DATA_DES ${onnxruntime_extensions_BINARY_DIR}/data)
# Copy test data from source to destination.
add_custom_command(
TARGET ortcustomops_test POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy_directory
${TEST_DATA_SRC}
${TEST_DATA_DES})
add_test(NAME ortcustomops_test COMMAND $<TARGET_FILE:ortcustomops_test>)
endif()