forked from apache/mxnet
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathCMakeLists.txt
999 lines (895 loc) · 40.7 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
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
cmake_minimum_required(VERSION 3.13)
# workaround to store CMAKE_CROSSCOMPILING because is getting reset by the project command
if(CMAKE_CROSSCOMPILING)
set(__CMAKE_CROSSCOMPILING ${CMAKE_CROSSCOMPILING})
set(__CMAKE_CROSSCOMPILING_OVERRIDE ON)
endif()
project(mxnet C CXX)
set(CMAKE_CXX_STANDARD 17)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_CXX_EXTENSIONS ON) # GNU extensions used by src/operator/random/shuffle_op.cc
# Sanity checks for some popular compilers. Make sure their version is
# sufficient. Cmake also automatically checks if a compiler supports c++17. But
# some compilers claim they support c++17 without actually implementing crucial
# parts of the standard leading to hard to understand compilation errors.
if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU")
if (CMAKE_CXX_COMPILER_VERSION VERSION_LESS 7.0)
message(FATAL_ERROR "MXNet 2 requires a C++17 compatible compiler. Please update to GCC version 7 or newer.")
endif()
elseif(CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
if (CMAKE_CXX_COMPILER_VERSION VERSION_LESS 6.0)
message(FATAL_ERROR "MXNet 2 requires a C++17 compatible compiler. Please update to Clang version 6 or newer.")
endif()
endif()
if(CMAKE_PROJECT_NAME STREQUAL PROJECT_NAME AND EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/config.cmake)
# Load config.cmake only if mxnet is not compiled as a dependency of another project
include(${CMAKE_CURRENT_SOURCE_DIR}/config.cmake)
endif()
if(__CMAKE_CROSSCOMPILING_OVERRIDE)
set(CMAKE_CROSSCOMPILING ${__CMAKE_CROSSCOMPILING})
endif()
include(${CMAKE_CURRENT_SOURCE_DIR}/cmake/Utils.cmake)
include(CMakeDependentOption)
#Some things have order. This must be put in front alone
option(MXNET_BUILD_SHARED_LIBS "Build shared libraries instead of static libraries" ON)
option(USE_CUDA "Build with CUDA support" ON)
set(MXNET_CUDA_ARCH "Auto" CACHE STRING "Target NVIDIA GPU achitecture.
Format: Auto | Common | All | LIST(ARCH_AND_PTX ...)
- \"Auto\" detects local machine GPU compute arch at runtime.
- \"Common\" and \"All\" cover common and entire subsets of architectures
- ARCH_AND_PTX : NAME | NUM.NUM | NUM.NUM(NUM.NUM) | NUM.NUM+PTX
- NAME: Fermi Kepler Maxwell Kepler+Tegra Kepler+Tesla Maxwell+Tegra Pascal Volta Turing
- NUM: Any number. Only those pairs are currently accepted by NVCC though:
2.0 2.1 3.0 3.2 3.5 3.7 5.0 5.2 5.3 6.0 6.2 7.0 7.2 7.5")
option(USE_NCCL "Use NVidia NCCL with CUDA" OFF)
option(USE_OPENCV "Build with OpenCV support" ON)
option(USE_OPENMP "Build with Openmp support" ON)
option(USE_FATBIN_COMPRESSION "Compress nvcc fatbin output" ON)
cmake_dependent_option(USE_NVML "Build with nvml support if found" ON "USE_CUDA" OFF)
cmake_dependent_option(USE_CUDNN "Build with cudnn support" ON "USE_CUDA" OFF) # one could set CUDNN_ROOT for search path
cmake_dependent_option(USE_CUTENSOR "Build with cuTENSOR support" ON "USE_CUDA" OFF) # one could set CUTENSOR_ROOT for search path
cmake_dependent_option(USE_NVTX "Build with nvtx support if found" ON "USE_CUDA" OFF)
cmake_dependent_option(USE_SSE "Build with x86 SSE instruction support" ON
"CMAKE_SYSTEM_PROCESSOR STREQUAL x86_64 OR CMAKE_SYSTEM_PROCESSOR STREQUAL amd64" OFF)
option(USE_F16C "Build with x86 F16C instruction support" ON) # autodetects support if ON
option(USE_LAPACK "Build with lapack support" ON)
option(USE_MKL_LAYERNORM "Use layer normalization from MKL, which is currently slower than internal. No effect unless USE_BLAS=MKL (or mkl)." OFF)
if((NOT APPLE) AND (NOT MSVC) AND (CMAKE_HOST_SYSTEM_PROCESSOR STREQUAL "x86_64") AND (NOT CMAKE_CROSSCOMPILING))
option(USE_ONEDNN "Build with ONEDNN support" ON)
else()
option(USE_ONEDNN "Build with ONEDNN support" OFF)
endif()
cmake_dependent_option(USE_INTGEMM "Build with x86_64 intgemm library for low-precision multiplication" ON "CMAKE_SYSTEM_PROCESSOR STREQUAL x86_64" OFF)
if(NOT MSVC)
option(USE_OPERATOR_TUNING "Enable auto-tuning of operators" ON)
else()
option(USE_OPERATOR_TUNING "Enable auto-tuning of operators" OFF)
endif()
option(USE_GPERFTOOLS "Build with GPerfTools support" OFF)
option(USE_JEMALLOC "Build with Jemalloc support" OFF)
option(USE_LIBJPEG_TURBO "Use libjpeg-turbo" OFF)
option(USE_DIST_KVSTORE "Build with DIST_KVSTORE support" OFF)
option(USE_PLUGINS_WARPCTC "Use WARPCTC Plugins" OFF)
option(USE_CPP_PACKAGE "Build C++ Package" OFF)
option(USE_MXNET_LIB_NAMING "Use MXNet library naming conventions." ON)
option(USE_GPROF "Compile with gprof (profiling) flag" OFF)
option(USE_VTUNE "Enable use of Intel Amplifier XE (VTune)" OFF) # one could set VTUNE_ROOT for search path
option(USE_TVM_OP "Enable use of TVM operator build system." OFF)
option(BUILD_CPP_EXAMPLES "Build cpp examples" ON)
option(INSTALL_EXAMPLES "Install the example source files." OFF)
option(USE_SIGNAL_HANDLER "Print stack traces on segfaults." ON)
option(USE_TENSORRT "Enable inference optimization with TensorRT." OFF)
option(USE_ASAN "Enable Clang/GCC ASAN sanitizers." OFF)
cmake_dependent_option(ENABLE_TESTCOVERAGE "Enable compilation with test coverage metric output" OFF "NOT MSVC" OFF)
option(BUILD_EXTENSION_PATH "Path to extension to build" "")
option(BUILD_CYTHON_MODULES "Build cython modules." OFF)
option(LOG_FATAL_THROW "Log exceptions but do not abort" ON)
cmake_dependent_option(USE_SPLIT_ARCH_DLL "Build a separate DLL for each Cuda arch (Windows only)." ON "MSVC" OFF)
cmake_dependent_option(USE_CCACHE "Attempt using CCache to wrap the compilation" ON "UNIX" OFF)
cmake_dependent_option(MXNET_FORCE_SHARED_CRT "Build with dynamic CRT on Windows (/MD)" ON "MXNET_BUILD_SHARED_LIBS" OFF)
message(STATUS "CMAKE_CROSSCOMPILING ${CMAKE_CROSSCOMPILING}")
message(STATUS "CMAKE_HOST_SYSTEM_PROCESSOR ${CMAKE_HOST_SYSTEM_PROCESSOR}")
message(STATUS "CMAKE_SYSTEM_PROCESSOR ${CMAKE_SYSTEM_PROCESSOR}")
message(STATUS "CMAKE_SYSTEM_NAME ${CMAKE_SYSTEM_NAME}")
if(USE_TVM_OP)
add_definitions(-DMXNET_USE_TVM_OP=1)
endif()
if(MXNET_FORCE_SHARED_CRT)
set(DMLC_FORCE_SHARED_CRT ON)
set(gtest_force_shared_crt ON)
endif()
message(STATUS "CMake version '${CMAKE_VERSION}' using generator '${CMAKE_GENERATOR}'")
if(USE_CUDA)
cmake_minimum_required(VERSION 3.13.2) # CUDA 10 (Turing) detection available starting 3.13.2
include(CheckLanguage)
check_language(CUDA)
if (NOT CMAKE_CUDA_COMPILER AND UNIX AND EXISTS "/usr/local/cuda/bin/nvcc")
set(ENV{CUDACXX} "/usr/local/cuda/bin/nvcc")
message(WARNING "CMAKE_CUDA_COMPILER guessed: " $ENV{CUDACXX} "\n"
"Please fix your cuda installation: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#mandatory-post")
endif()
enable_language(CUDA)
set(CMAKE_CUDA_STANDARD 14)
set(CMAKE_CUDA_STANDARD_REQUIRED ON)
endif()
if(UNIX)
set(CMAKE_POSITION_INDEPENDENT_CODE ON)
endif()
if(USE_CCACHE)
find_program(CCACHE_PROGRAM ccache)
if(CCACHE_PROGRAM)
set(CMAKE_C_COMPILER_LAUNCHER "${CCACHE_PROGRAM}")
set(CMAKE_CXX_COMPILER_LAUNCHER "${CCACHE_PROGRAM}")
set(CMAKE_CUDA_COMPILER_LAUNCHER "${CCACHE_PROGRAM}")
else()
message(STATUS "Could not find CCache. Consider installing CCache to speed up compilation.")
endif()
endif()
if(MSVC)
set(SYSTEM_ARCHITECTURE x86_64)
enable_language(ASM_MASM)
else()
execute_process(COMMAND uname -m COMMAND tr -d '\n' OUTPUT_VARIABLE SYSTEM_ARCHITECTURE)
endif()
if(CMAKE_BUILD_TYPE STREQUAL "Distribution")
if(UNIX AND NOT APPLE)
set(CMAKE_BUILD_WITH_INSTALL_RPATH ON)
set(CMAKE_INSTALL_RPATH $\{ORIGIN\})
# Enforce DT_PATH instead of DT_RUNPATH
set(CMAKE_SHARED_LINKER_FLAGS "-Wl,--disable-new-dtags")
set(CMAKE_EXE_LINKER_FLAGS "-Wl,--disable-new-dtags")
endif()
set(Protobuf_USE_STATIC_LIBS ON)
endif()
set(CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake/upstream;${CMAKE_CURRENT_SOURCE_DIR}/cmake/Modules;${CMAKE_MODULE_PATH}")
SET(EXTRA_OPERATORS "" CACHE PATH "EXTRA OPERATORS PATH")
if("$ENV{VERBOSE}" STREQUAL "1")
message(STATUS " Verbose Makefile ACTIVATED")
set(CMAKE_VERBOSE_MAKEFILE ON)
endif()
#Switch off modern thread local for dmlc-core, please see: https://github.com/dmlc/dmlc-core/issues/571#issuecomment-543467484
add_definitions(-DDMLC_MODERN_THREAD_LOCAL=0)
# disable stack trace in exception by default.
add_definitions(-DDMLC_LOG_STACK_TRACE_SIZE=0)
add_definitions(-DDMLC_USE_CXX11)
add_definitions(-DDMLC_STRICT_CXX11)
add_definitions(-DDMLC_USE_CXX14)
add_definitions(-DMSHADOW_IN_CXX11)
if(MSVC)
add_definitions(-D_SCL_SECURE_NO_WARNINGS)
add_definitions(-D_CRT_SECURE_NO_WARNINGS)
add_definitions(-DMXNET_EXPORTS)
add_definitions(-DNNVM_EXPORTS)
add_definitions(-DNOMINMAX)
set(CMAKE_C_FLAGS "/MP")
set(CMAKE_CXX_FLAGS "${CMAKE_C_FLAGS} ${CMAKE_CXX_FLAGS} /bigobj")
else()
include(CheckCXXCompilerFlag)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -Wall -Wno-sign-compare")
if(CMAKE_BUILD_TYPE STREQUAL "Debug")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O0 -g")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -D_GLIBCXX_ASSERTIONS")
elseif(CMAKE_BUILD_TYPE STREQUAL "RelWithDebInfo")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O3 -g")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -D_GLIBCXX_ASSERTIONS")
else()
add_definitions(-DNDEBUG=1)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O3")
endif()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${CMAKE_C_FLAGS}")
endif()
if(NOT mxnet_LINKER_LIBS)
set(mxnet_LINKER_LIBS "")
endif()
if(USE_GPROF)
message(STATUS "Using GPROF")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fno-omit-frame-pointer -g -pg")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-omit-frame-pointer -g -pg")
set(CMAKE_LINK_LIBRARY_FILE_FLAG "${CMAKE_LINK_LIBRARY_FILE_FLAG} -g -pg")
endif()
if(USE_VTUNE)
message(STATUS "Using VTUNE")
if(NOT VTUNE_ROOT)
set(VTUNE_ROOT /opt/intel/vtune_amplifier_xe_2017)
endif()
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fno-omit-frame-pointer -g -pg")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-omit-frame-pointer -g -pg")
set(CMAKE_LINK_LIBRARY_FILE_FLAG "${CMAKE_LINK_LIBRARY_FILE_FLAG} -g -pg")
add_definitions(-DMXNET_USE_VTUNE=1)
include_directories(${VTUNE_ROOT}/include)
list(APPEND mxnet_LINKER_LIBS ${VTUNE_ROOT}/lib64/libittnotify.a)
list(APPEND mxnet_LINKER_LIBS dl)
endif()
if(USE_TENSORRT)
message(STATUS "Using TensorRT")
set(ONNX_PATH 3rdparty/onnx-tensorrt/third_party/onnx/build/)
set(ONNX_TRT_PATH 3rdparty/onnx-tensorrt/build/)
include_directories(${ONNX_PATH})
include_directories(3rdparty/onnx-tensorrt/)
include_directories(3rdparty/)
include_directories(3rdparty/onnx-tensorrt/third_party/onnx/)
add_definitions(-DMXNET_USE_TENSORRT=1)
add_definitions(-DONNX_NAMESPACE=onnx)
add_definitions(-DONNX_ML=1)
find_package(Protobuf REQUIRED)
find_library(ONNX_LIBRARY NAMES libonnx.so REQUIRED
PATHS ${ONNX_PATH}
DOC "Path to onnx library.")
find_library(ONNX_PROTO_LIBRARY NAMES libonnx_proto.so REQUIRED
PATHS ${ONNX_PATH}
DOC "Path to onnx_proto library.")
find_library(ONNX_TRT_PARSER_LIBRARY NAMES libnvonnxparser.so REQUIRED
PATHS ${ONNX_TRT_PATH}
DOC "Path to onnx_proto parser library.")
list(APPEND mxnet_LINKER_LIBS libnvinfer.so ${ONNX_TRT_PARSER_LIBRARY}
${ONNX_PROTO_LIBRARY} ${ONNX_LIBRARY} ${PROTOBUF_LIBRARY})
endif()
if(USE_MKL_LAYERNORM)
add_definitions(-DMXNET_USE_MKL_LAYERNORM=1)
endif()
if(USE_ONEDNN)
# CPU architecture (e.g., C5) can't run on another architecture (e.g., g3).
if(MSVC)
set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} /EHsc")
set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} /EHsc /Gy")
set(CMAKE_CXX_FLAGS_RELWITHDEBINFO "${CMAKE_CXX_FLAGS_RELWITHDEBINFO} /EHsc /Gy")
set(CMAKE_CXX_FLAGS_MINSIZEREL "${CMAKE_CXX_FLAGS_MINSIZEREL} /EHsc /Gy")
if(NOT MXNET_FORCE_SHARED_CRT)
set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} /MTd")
set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} /MT")
set(CMAKE_CXX_FLAGS_RELWITHDEBINFO "${CMAKE_CXX_FLAGS_RELWITHDEBINFO} /MT")
set(CMAKE_CXX_FLAGS_MINSIZEREL "${CMAKE_CXX_FLAGS_MINSIZEREL} /MT")
endif()
endif()
function(load_onednn)
set(MKLDNN_BUILD_TESTS OFF CACHE INTERNAL "" FORCE)
set(MKLDNN_BUILD_EXAMPLES OFF CACHE INTERNAL "" FORCE)
set(MKLDNN_ARCH_OPT_FLAGS "" CACHE INTERNAL "" FORCE)
set(MKLDNN_ENABLE_JIT_PROFILING OFF CACHE INTERNAL "" FORCE)
set(MKLDNN_LIBRARY_TYPE STATIC CACHE INTERNAL "" FORCE)
set(DNNL_ENABLE_CONCURRENT_EXEC ON CACHE INTERNAL "" FORCE)
set(DNNL_ENABLE_PRIMITIVE_CACHE ON CACHE INTERNAL "" FORCE)
if(NOT USE_OPENMP)
set(MKLDNN_CPU_RUNTIME SEQ CACHE INTERNAL "" FORCE)
endif()
set(CMAKE_INSTALL_INCLUDEDIR "${CMAKE_INSTALL_INCLUDEDIR}/onednn")
add_subdirectory(3rdparty/onednn)
endfunction()
load_onednn()
include_directories(3rdparty/onednn/include)
include_directories(${PROJECT_BINARY_DIR}/3rdparty/onednn/include)
add_definitions(-DMXNET_USE_ONEDNN=1)
list(APPEND mxnet_LINKER_LIBS dnnl)
set_target_properties(dnnl PROPERTIES CXX_CLANG_TIDY "") # don't lint 3rdparty dependency
endif()
if(USE_CPP_PACKAGE)
add_definitions(-DMXNET_USE_CPP_PACKAGE=1)
endif()
if(USE_INTGEMM)
message(STATUS "Using intgemm")
add_subdirectory(3rdparty/intgemm EXCLUDE_FROM_ALL)
add_definitions(-DMXNET_USE_INTGEMM=1)
endif()
# Allow Cuda compiles outside of src tree to find things in 'src' and 'include'
include_directories(${CMAKE_CURRENT_SOURCE_DIR}/include)
include_directories(${CMAKE_CURRENT_SOURCE_DIR}/src)
cmake_dependent_option(USE_INT64_TENSOR_SIZE "Use int64_t to represent the total number of elements in a tensor" ON "CMAKE_SIZEOF_VOID_P EQUAL 8" OFF)
include(cmake/ChooseBlas.cmake)
if(USE_ASAN)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fno-omit-frame-pointer -fsanitize=address")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-omit-frame-pointer -fsanitize=address")
set(CMAKE_LINKER_FLAGS "${CMAKE_LINKER_FLAGS} -fsanitize=address")
set(GTEST_LIBRARIES "${GTEST_LIBRARIES} -fsanitize=address")
list(APPEND mxnet_LINKER_LIBS asan)
endif()
list(APPEND mxnet_LINKER_LIBS ${mshadow_LINKER_LIBS})
message("After choosing blas, linking to ${mxnet_LINKER_LIBS}")
foreach(var ${C_CXX_INCLUDE_DIRECTORIES})
include_directories(${var})
endforeach()
include_directories("include")
include_directories("3rdparty/tvm/nnvm/include")
include_directories("3rdparty/tvm/include")
include_directories("3rdparty/dmlc-core/include")
include_directories("3rdparty/dlpack/include")
if(UNIX)
find_library(RTLIB rt)
if(RTLIB)
list(APPEND mxnet_LINKER_LIBS ${RTLIB})
endif()
endif()
set(ALT_MALLOC_FLAGS "-fno-builtin-malloc -fno-builtin-calloc -fno-builtin-realloc -fno-builtin-free")
# ---[ gperftools
if(USE_GPERFTOOLS)
find_package(Gperftools)
if(GPERFTOOLS_FOUND)
message(STATUS "Using Gperftools malloc (tcmalloc)")
include_directories(${GPERFTOOLS_INCLUDE_DIR})
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${ALT_MALLOC_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${ALT_MALLOC_FLAGS}")
set(mxnet_LINKER_LIBS ${mxnet_LINKER_LIBS} ${GPERFTOOLS_LIBRARIES})
set(USE_JEMALLOC 0)
endif()
endif()
# ---[ jemalloc
if(USE_JEMALLOC)
if(GPERFTOOLS_FOUND)
message(ERROR " Only one of USE_JEMALLOC and USE_GPERFTOOLS can be defined at once")
endif()
find_package(JeMalloc)
if(JEMALLOC_FOUND)
message(STATUS "Using JEMalloc malloc")
add_definitions(-DUSE_JEMALLOC)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${ALT_MALLOC_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${ALT_MALLOC_FLAGS}")
include_directories(${JEMALLOC_INCLUDE_DIRS})
set(mxnet_LINKER_LIBS ${mxnet_LINKER_LIBS} ${JEMALLOC_LIBRARIES})
endif()
endif()
if(USE_LIBJPEG_TURBO)
find_package(PkgConfig REQUIRED)
pkg_search_module(TURBOJPEG REQUIRED libturbojpeg)
include_directories(SYSTEM ${TURBOJPEG_INCLUDE_DIRS})
list(APPEND mxnet_LINKER_LIBS ${TURBOJPEG_LINK_LIBRARIES})
add_definitions(-DMXNET_USE_LIBJPEG_TURBO=1)
else()
add_definitions(-DMXNET_USE_LIBJPEG_TURBO=0)
endif()
# ---[ OpenCV
if(USE_OPENCV)
find_package(OpenCV COMPONENTS core highgui imgproc imgcodecs)
if(NOT OpenCV_FOUND) # if not OpenCV 3.x, then imgcodecs are not found
message(STATUS "OpenCV imgcodecs missing")
find_package(OpenCV REQUIRED COMPONENTS core highgui imgproc)
endif()
include_directories(SYSTEM ${OpenCV_INCLUDE_DIRS})
list(APPEND mxnet_LINKER_LIBS ${OpenCV_LIBS})
message(STATUS "OpenCV ${OpenCV_VERSION} found (${OpenCV_CONFIG_PATH})")
message(STATUS " OpenCV_LIBS=${OpenCV_LIBS}")
add_definitions(-DMXNET_USE_OPENCV=1)
else(USE_OPENCV)
message(STATUS "OpenCV Disabled")
add_definitions(-DMXNET_USE_OPENCV=0)
endif()
# ---[ OpenMP
if(USE_OPENMP)
find_package(OpenMP REQUIRED)
if(OPENMP_FOUND)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${OpenMP_C_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
# Enable pragma omp simd
# "While the name of this switch is 'experimental', the switch itself, and
# the functionality it enables is fully supported and production-ready.
# The name reflects that it doesn’t enable any complete subset or
# version of an OpenMP standard."
# -- https://devblogs.microsoft.com/cppblog/simd-extension-to-c-openmp-in-visual-studio/
if(MSVC)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -openmp:experimental")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -openmp:experimental")
endif()
if(NOT BLAS STREQUAL "MKL")
# Linker flags for Intel OMP are already set in case MKL is used. Only set if not MKL
set(CMAKE_SHARED_LINKER_FLAGS "${CMAKE_SHARED_LINKER_FLAGS} ${OpenMP_EXE_LINKER_FLAGS}")
set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} ${OpenMP_EXE_LINKER_FLAGS}")
endif()
add_definitions(-DMXNET_USE_OPENMP=1)
endif()
elseif(UNIX)
# Prefer compiler pthread flag. This is the recommended way, but not backwards
# compatible and thus not the cmake default.
set(THREADS_PREFER_PTHREAD_FLAG ON)
find_package(Threads REQUIRED)
list(APPEND mxnet_LINKER_LIBS Threads::Threads)
endif()
# ---[ LAPack
if(USE_LAPACK)
message("USE_LAPACK is ON")
add_definitions(-DMXNET_USE_LAPACK=1)
if(NOT USE_LAPACKE_INTERFACE)
# BLAS=open case is handled in ChooseBlas.cmake
if(NOT MSVC AND NOT CMAKE_BUILD_TYPE STREQUAL "Distribution"
AND NOT BLAS STREQUAL "Open" AND NOT BLAS STREQUAL "open")
list(APPEND mxnet_LINKER_LIBS lapack)
endif()
endif()
endif()
# ---[ jemalloc
if(USE_JEMALLOC)
find_package(JeMalloc)
if(JEMALLOC_FOUND)
add_definitions(-DUSE_JEMALLOC)
include_directories(${JEMALLOC_INCLUDE_DIRS})
set(mxnet_LINKER_LIBS ${mxnet_LINKER_LIBS} ${JEMALLOC_LIBRARIES})
endif()
endif()
include(CTest)
set(GTEST_ROOT "${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/googletest/googletest")
set(GTEST_INCLUDE_DIR ${GTEST_ROOT}/include)
set(GTEST_MAIN_LIBRARY gtest_main)
set(GTEST_LIBRARY gtest)
add_subdirectory(${GTEST_ROOT})
set_target_properties(gtest PROPERTIES CXX_CLANG_TIDY "") # don't lint 3rdparty dependency
set_target_properties(gtest_main PROPERTIES CXX_CLANG_TIDY "") # don't lint 3rdparty dependency
find_package(GTest REQUIRED)
# cudnn detection
if(USE_CUDNN)
find_package(CUDNN)
if(CUDNN_FOUND)
add_definitions(-DUSE_CUDNN)
include_directories(SYSTEM ${CUDNN_INCLUDE})
list(APPEND mxnet_LINKER_LIBS ${CUDNN_LIBRARY})
else()
set(USE_CUDNN OFF)
endif()
endif()
# cutensor detection
if(USE_CUTENSOR)
find_package(CUTENSOR)
if(CUTENSOR_FOUND)
add_definitions(-DUSE_CUTENSOR)
include_directories(SYSTEM ${CUTENSOR_INCLUDE})
list(APPEND mxnet_LINKER_LIBS ${CUTENSOR_LIBRARY})
else()
set(USE_CUTENSOR OFF)
endif()
endif()
if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/dmlc-core/cmake)
add_subdirectory("3rdparty/dmlc-core")
set_target_properties(dmlc PROPERTIES CXX_CLANG_TIDY "") # don't lint 3rdparty dependency
endif()
FILE(GLOB_RECURSE SOURCE "src/*.cc" "src/*.h" "include/*.h")
FILE(GLOB_RECURSE CUDA "src/*.cu" "src/*.cuh")
if(MSVC)
FILE(GLOB_RECURSE TVM_BRIDGE_SOURCE "src/*/tvm_bridge.cc")
list(REMOVE_ITEM SOURCE ${TVM_BRIDGE_SOURCE})
endif()
if(NOT USE_INTGEMM)
FILE(GLOB_RECURSE INTGEMM_OPERATOR_SOURCE "src/operator/contrib/intgemm/*.cc" "src/operator/contrib/intgemm/*.h")
list(REMOVE_ITEM SOURCE ${INTGEMM_OPERATOR_SOURCE})
endif()
# add nnvm to source
FILE(GLOB_RECURSE NNVMSOURCE
3rdparty/tvm/nnvm/src/c_api/*.cc
3rdparty/tvm/nnvm/src/core/*.cc
3rdparty/tvm/nnvm/src/pass/*.cc
3rdparty/tvm/nnvm/src/c_api/*.h
3rdparty/tvm/nnvm/src/core/*.h
3rdparty/tvm/nnvm/src/pass/*.h
3rdparty/tvm/nnvm/include/*.h)
add_library(nnvm OBJECT ${NNVMSOURCE})
set_target_properties(nnvm PROPERTIES CXX_CLANG_TIDY "") # don't lint 3rdparty dependency
list(APPEND SOURCE $<TARGET_OBJECTS:nnvm>)
add_library(miniz STATIC "3rdparty/miniz/miniz.c")
target_include_directories(miniz PUBLIC "3rdparty/miniz")
list(APPEND mxnet_LINKER_LIBS miniz)
# add source group
FILE(GLOB_RECURSE GROUP_SOURCE "src/*.cc" "3rdparty/tvm/nnvm/*.cc" "plugin/*.cc")
FILE(GLOB_RECURSE GROUP_Include "src/*.h" "3rdparty/tvm/nnvm/*.h" "3rdparty/mshadow/mshadow/*.h" "plugin/*.h")
FILE(GLOB_RECURSE GROUP_CUDA "src/*.cu" "src/*.cuh" "3rdparty/mshadow/mshadow/*.cuh" "plugin/*.cu"
"plugin/*.cuh" "3rdparty/nvidia_cub/cub/*.cuh")
assign_source_group("Source" ${GROUP_SOURCE})
assign_source_group("Include" ${GROUP_Include})
assign_source_group("CUDA" ${GROUP_CUDA})
if(USE_PLUGINS_WARPCTC)
set(WARPCTC_INCLUDE "" CACHE PATH "WARPCTC include")
set(WARPCTC_LIB_DEBUG "" CACHE FILEPATH "WARPCTC lib")
set(WARPCTC_LIB_RELEASE "" CACHE FILEPATH "WARPCTC lib")
include_directories(SYSTEM ${WARPCTC_INCLUDE})
list(APPEND mxnet_LINKER_LIBS ${WARPCTC_LIB})
FILE(GLOB_RECURSE PLUGINS_SOURCE "plugin/warpctc/*.cc" "plugin/warpctc/*.h")
FILE(GLOB_RECURSE PLUGINS_CUSRC "plugin/warpctc/*.cu")
list(APPEND SOURCE ${PLUGINS_SOURCE})
list(APPEND CUDA ${PLUGINS_CUSRC})
endif()
if(USE_OPERATOR_TUNING AND USE_OPENMP)
add_definitions(-DMXNET_USE_OPERATOR_TUNING=1)
endif()
if (NOT (EXTRA_OPERATORS STREQUAL ""))
mxnet_source_group("Extra" GLOB_RECURSE "${EXTRA_OPERATORS}/*.cc")
mxnet_source_group("Extra\\Cuda" GLOB_RECURSE "${EXTRA_OPERATORS}/*.cu")
FILE(GLOB_RECURSE EXTRA_SRC "${EXTRA_OPERATORS}/*.cc")
FILE(GLOB_RECURSE EXTRA_CUSRC "${EXTRA_OPERATORS}/*.cu")
list(APPEND SOURCE ${EXTRA_SRC} ${EXTRA_CUSRC})
endif()
if(MSVC AND NOT MXNET_FORCE_SHARED_CRT)
foreach(flag_var
CMAKE_CXX_FLAGS CMAKE_CXX_FLAGS_DEBUG CMAKE_CXX_FLAGS_RELEASE
CMAKE_CXX_FLAGS_MINSIZEREL CMAKE_CXX_FLAGS_RELWITHDEBINFO)
if(${flag_var} MATCHES "/MD")
string(REGEX REPLACE "/MD" "/MT" ${flag_var} "${${flag_var}}")
elseif(${flag_var} MATCHES "/MDd")
string(REGEX REPLACE "/MDd" "/MTd" ${flag_var} "${${flag_var}}")
endif()
endforeach(flag_var)
endif()
if(USE_CUDA)
# CUDA_SELECT_NVCC_ARCH_FLAGS is not deprecated, though part of deprecated
# FindCUDA https://gitlab.kitware.com/cmake/cmake/issues/19199
include(${CMAKE_CURRENT_SOURCE_DIR}/cmake/upstream/select_compute_arch.cmake)
CUDA_SELECT_NVCC_ARCH_FLAGS(CUDA_ARCH_FLAGS ${MXNET_CUDA_ARCH})
message("-- CUDA: Using the following NVCC architecture flags ${CUDA_ARCH_FLAGS}")
set(arch_code_list)
foreach(arch_str ${CUDA_ARCH_FLAGS})
if((arch_str MATCHES ".*sm_[0-9]+"))
string( REGEX REPLACE ".*sm_([0-9]+)" "\\1" arch_code ${arch_str} )
list(APPEND arch_code_list ${arch_code})
endif()
endforeach()
string(REPLACE ";" " " CUDA_ARCH_FLAGS_SPACES "${CUDA_ARCH_FLAGS}")
find_package(CUDAToolkit REQUIRED cublas cufft cusolver curand nvrtc
OPTIONAL_COMPONENTS nvToolsExt)
list(APPEND mxnet_LINKER_LIBS CUDA::cudart CUDA::cublas CUDA::cufft CUDA::cusolver CUDA::curand
CUDA::nvrtc)
list(APPEND SOURCE ${CUDA})
add_definitions(-DMXNET_USE_CUDA=1)
if(UNIX)
if(USE_NVML)
find_package(NVML)
if(NVML_FOUND)
include_directories(${NVML_INCLUDE_DIRS})
list(APPEND mxnet_LINKER_LIBS ${NVML_LIBRARIES})
add_definitions(-DMXNET_USE_NVML=1)
else()
add_definitions(-DMXNET_USE_NVML=0)
message(WARNING "Could not find NVML libraries")
endif()
endif()
endif()
if(USE_NCCL)
find_package(NCCL)
if(NCCL_FOUND)
include_directories(${NCCL_INCLUDE_DIRS})
list(APPEND mxnet_LINKER_LIBS ${NCCL_LIBRARIES})
add_definitions(-DMXNET_USE_NCCL=1)
else()
add_definitions(-DMXNET_USE_NCCL=0)
message(WARNING "Could not find NCCL libraries")
endif()
endif()
if(UNIX)
if(USE_NVTX AND CUDA_nvToolsExt_LIBRARY)
list(APPEND mxnet_LINKER_LIBS CUDA::nvToolsExt)
add_definitions(-DMXNET_USE_NVTX=1)
else()
message("Building without NVTX support.")
endif()
endif()
include_directories(${CUDAToolkit_INCLUDE_DIRS})
link_directories(${CUDAToolkit_LIBRARY_DIR})
endif()
if(CUDAToolkit_VERSION_MAJOR LESS "11")
include_directories("3rdparty/nvidia_cub")
endif()
if(MSVC)
set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} /EHsc")
set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} /EHsc /Gy")
set(CMAKE_CXX_FLAGS_MINSIZEREL "${CMAKE_CXX_FLAGS_MINSIZEREL} /EHsc /Gy")
set(CMAKE_CXX_FLAGS_RELWITHDEBINFO "${CMAKE_CXX_FLAGS_RELWITHDEBINFO} /EHsc /Gy")
set(CMAKE_SHARED_LINKER_FLAGS_RELEASE "${CMAKE_SHARED_LINKER_FLAGS_RELEASE} /OPT:REF /OPT:ICF")
set(CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL "${CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL} /OPT:REF /OPT:ICF")
set(CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO "${CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO} /OPT:REF /OPT:ICF")
endif()
# Add cmake targets
add_subdirectory("3rdparty/mshadow")
if(USE_CUDA AND USE_FATBIN_COMPRESSION)
string(APPEND CMAKE_CUDA_FLAGS " --fatbin-options --compress-all")
message("-- CUDA: Adding NVCC options: --fatbin-options --compress-all")
endif()
if(UNIX)
string(APPEND CMAKE_CUDA_FLAGS " ${CUDA_ARCH_FLAGS_SPACES}")
# Create dummy file since we want an empty shared library before linking
set(DUMMY_SOURCE ${CMAKE_BINARY_DIR}/dummy.c)
file(WRITE ${DUMMY_SOURCE} "")
if(MXNET_BUILD_SHARED_LIBS)
add_library(mxnet SHARED ${SOURCE})
else()
add_library(mxnet STATIC ${SOURCE})
endif()
target_link_libraries(mxnet PUBLIC mshadow)
target_link_libraries(mxnet PUBLIC ${CMAKE_DL_LIBS})
if(CMAKE_BUILD_TYPE STREQUAL "RelWithDebInfo")
target_compile_options(mxnet PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:-Werror>")
# Ignore erroneous compiler warnings:
# 1) variables used in '#pragma omp parallel' are considered unused
target_compile_options(mxnet PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:-Wno-error=unused-variable>")
if(USE_CUDA)
# Note: "=" is required to avoid breaking ccache
string(APPEND CMAKE_CUDA_FLAGS " -Werror=cross-execution-space-call")
endif()
endif()
if(ENABLE_TESTCOVERAGE)
find_program(GCOV_PATH gcov REQUIRED)
target_compile_options(mxnet PUBLIC "--coverage")
target_link_libraries(mxnet PUBLIC gcov)
endif()
if(APPLE)
set_target_properties(mxnet PROPERTIES LINK_FLAGS "-Wl,-exported_symbols_list,${PROJECT_SOURCE_DIR}/cmake/libmxnet.sym")
else()
set_target_properties(mxnet PROPERTIES LINK_FLAGS "-Wl,--exclude-libs,ALL")
endif()
elseif(MSVC)
if(USE_CUDA)
if(USE_SPLIT_ARCH_DLL)
add_executable(gen_warp tools/windowsbuild/gen_warp.cpp)
add_library(mxnet SHARED tools/windowsbuild/warp_dll.cpp ${CMAKE_BINARY_DIR}/warp_gen_cpp.cpp
${CMAKE_BINARY_DIR}/warp_gen.asm)
target_link_libraries(mxnet PRIVATE cudart Shlwapi)
list(GET arch_code_list 0 mxnet_first_arch)
foreach(arch ${arch_code_list})
add_library(mxnet_${arch} SHARED ${SOURCE})
target_link_libraries(mxnet_${arch} PUBLIC mshadow)
target_compile_definitions(mxnet_${arch} PRIVATE -DWIN32_LEAN_AND_MEAN)
target_compile_options(
mxnet_${arch}
PRIVATE
"$<$<COMPILE_LANGUAGE:CUDA>:--gpu-architecture=compute_${arch}>"
)
target_compile_options(
mxnet_${arch}
PRIVATE
"$<$<COMPILE_LANGUAGE:CUDA>:--gpu-code=sm_${arch},compute_${arch}>"
)
if(MXNET_FORCE_SHARED_CRT)
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:DEBUG>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MDd -Gy /bigobj>")
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:RELEASE>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MD -Gy /bigobj>")
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:RELWITHDEBINFO>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MD -Gy /bigobj>")
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:MINSIZEREL>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MD -Gy /bigobj>")
else()
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:DEBUG>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MTd -Gy /bigobj>")
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:RELEASE>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MT -Gy /bigobj>")
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:RELWITHDEBINFO>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MT -Gy /bigobj>")
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:MINSIZEREL>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MT -Gy /bigobj>")
endif()
endforeach()
add_custom_command(
OUTPUT ${CMAKE_BINARY_DIR}/warp_gen_cpp.cpp ${CMAKE_BINARY_DIR}/warp_gen.asm
COMMAND gen_warp $<TARGET_FILE:mxnet_${mxnet_first_arch}> WORKING_DIRECTORY ${CMAKE_BINARY_DIR}/ DEPENDS $<TARGET_FILE:mxnet_${mxnet_first_arch}>)
else(USE_SPLIT_ARCH_DLL)
string(REPLACE ";" " " NVCC_FLAGS_ARCH "${NVCC_FLAGS_ARCH}")
string(APPEND CMAKE_CUDA_FLAGS " ${CUDA_ARCH_FLAGS_SPACES}")
add_library(mxnet SHARED ${SOURCE})
target_compile_definitions(mxnet PRIVATE -DWIN32_LEAN_AND_MEAN)
target_link_libraries(mxnet PUBLIC mshadow)
if(MXNET_FORCE_SHARED_CRT)
target_compile_options(
mxnet
PRIVATE "$<$<AND:$<CONFIG:DEBUG>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MDd -Gy /bigobj>")
target_compile_options(
mxnet
PRIVATE "$<$<AND:$<CONFIG:RELEASE>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MD -Gy /bigobj>")
target_compile_options(
mxnet
PRIVATE "$<$<AND:$<CONFIG:RELWITHDEBINFO>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MD -Gy /bigobj>")
target_compile_options(
mxnet
PRIVATE "$<$<AND:$<CONFIG:MINSIZEREL>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MD -Gy /bigobj>")
else()
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:DEBUG>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MTd -Gy /bigobj>")
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:RELEASE>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MT -Gy /bigobj>")
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:RELWITHDEBINFO>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MT -Gy /bigobj>")
target_compile_options(
mxnet_${arch}
PRIVATE "$<$<AND:$<CONFIG:MINSIZEREL>,$<COMPILE_LANGUAGE:CUDA>>:-Xcompiler=-MT -Gy /bigobj>")
endif()
endif(USE_SPLIT_ARCH_DLL)
else()
add_library(mxnet SHARED ${SOURCE})
target_compile_definitions(mxnet PRIVATE -DWIN32_LEAN_AND_MEAN)
target_link_libraries(mxnet PUBLIC mshadow)
endif()
endif()
target_compile_definitions(mxnet PUBLIC DMLC_LOG_FATAL_THROW=$<BOOL:${LOG_FATAL_THROW}>)
# extension libraries (custom operators, custom subgraphs) are built by default
add_library(customop_lib SHARED ${CMAKE_CURRENT_SOURCE_DIR}/example/extensions/lib_custom_op/gemm_lib.cc ${CMAKE_CURRENT_SOURCE_DIR}/src/lib_api.cc)
add_library(transposecsr_lib SHARED ${CMAKE_CURRENT_SOURCE_DIR}/example/extensions/lib_custom_op/transposecsr_lib.cc ${CMAKE_CURRENT_SOURCE_DIR}/src/lib_api.cc)
add_library(transposerowsp_lib SHARED ${CMAKE_CURRENT_SOURCE_DIR}/example/extensions/lib_custom_op/transposerowsp_lib.cc ${CMAKE_CURRENT_SOURCE_DIR}/src/lib_api.cc)
add_library(subgraph_lib SHARED ${CMAKE_CURRENT_SOURCE_DIR}/example/extensions/lib_subgraph/subgraph_lib.cc ${CMAKE_CURRENT_SOURCE_DIR}/src/lib_api.cc)
add_library(pass_lib SHARED ${CMAKE_CURRENT_SOURCE_DIR}/example/extensions/lib_pass/pass_lib.cc ${CMAKE_CURRENT_SOURCE_DIR}/src/lib_api.cc)
if(IS_DIRECTORY ${BUILD_EXTENSION_PATH})
if(MSVC)
message(FATAL_ERROR "Windows builds are not support for external ops")
else()
add_subdirectory(${BUILD_EXTENSION_PATH} ${BUILD_EXTENSION_PATH}/build)
endif()
endif()
target_include_directories(customop_lib PUBLIC ${CMAKE_CURRENT_SOURCE_DIR}/include/mxnet)
target_include_directories(transposecsr_lib PUBLIC ${CMAKE_CURRENT_SOURCE_DIR}/include/mxnet)
target_include_directories(transposerowsp_lib PUBLIC ${CMAKE_CURRENT_SOURCE_DIR}/include/mxnet)
target_include_directories(subgraph_lib PUBLIC ${CMAKE_CURRENT_SOURCE_DIR}/include/mxnet)
target_include_directories(pass_lib PUBLIC ${CMAKE_CURRENT_SOURCE_DIR}/include/mxnet)
if(USE_CUDA)
add_library(customop_gpu_lib SHARED ${CMAKE_CURRENT_SOURCE_DIR}/example/extensions/lib_custom_op/relu_lib.cu ${CMAKE_CURRENT_SOURCE_DIR}/example/extensions/lib_custom_op/relu_lib.cc ${CMAKE_CURRENT_SOURCE_DIR}/src/lib_api.cc)
target_include_directories(customop_gpu_lib PUBLIC ${CMAKE_CURRENT_SOURCE_DIR}/include/mxnet ${CMAKE_CURRENT_SOURCE_DIR}/example/extensions/lib_custom_op)
endif()
if(UNIX)
if (USE_CUDA)
target_compile_options(customop_gpu_lib PUBLIC -shared)
endif()
elseif(MSVC)
target_compile_options(customop_lib PUBLIC /LD)
target_compile_options(transposecsr_lib PUBLIC /LD)
target_compile_options(transposerowsp_lib PUBLIC /LD)
target_compile_options(subgraph_lib PUBLIC /LD)
target_compile_options(pass_lib PUBLIC /LD)
set_target_properties(customop_lib PROPERTIES PREFIX "lib")
set_target_properties(transposecsr_lib PROPERTIES PREFIX "lib")
set_target_properties(transposerowsp_lib PROPERTIES PREFIX "lib")
set_target_properties(subgraph_lib PROPERTIES PREFIX "lib")
set_target_properties(pass_lib PROPERTIES PREFIX "lib")
if(USE_CUDA)
if(MXNET_FORCE_SHARED_CRT)
target_compile_options(customop_gpu_lib PRIVATE "$<$<COMPILE_LANGUAGE:CUDA>:-Xcompiler=-LD -MD>")
target_compile_options(customop_gpu_lib PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:/LD>")
target_compile_options(customop_gpu_lib PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:/MD>")
else()
target_compile_options(customop_gpu_lib PRIVATE "$<$<COMPILE_LANGUAGE:CUDA>:-Xcompiler=-LD -MT>")
target_compile_options(customop_gpu_lib PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:/LD>")
target_compile_options(customop_gpu_lib PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:/MT>")
endif()
set_target_properties(customop_gpu_lib PROPERTIES PREFIX "lib")
endif()
endif()
if(USE_DIST_KVSTORE)
add_subdirectory("3rdparty/ps-lite")
add_definitions(-DMXNET_USE_DIST_KVSTORE)
list(APPEND mxnet_LINKER_LIBS pslite)
set_target_properties(pslite PROPERTIES CXX_CLANG_TIDY "") # don't lint 3rdparty dependency
endif()
if(USE_ONEDNN)
add_custom_command(TARGET mxnet POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy
${CMAKE_BINARY_DIR}/3rdparty/onednn/include/oneapi/dnnl/dnnl_config.h ${CMAKE_SOURCE_DIR}/include/onednn/oneapi/dnnl/
COMMAND ${CMAKE_COMMAND} -E copy
${CMAKE_BINARY_DIR}/3rdparty/onednn/include/oneapi/dnnl/dnnl_version.h ${CMAKE_SOURCE_DIR}/include/onednn/oneapi/dnnl/)
endif()
if(USE_INTGEMM)
target_link_libraries(mxnet PRIVATE intgemm)
endif()
function(BuildTVMOP)
# scope the variables in BuildTVM.cmake to avoid conflict
include(cmake/BuildTVM.cmake)
add_subdirectory("3rdparty/tvm")
set_target_properties(tvm PROPERTIES CXX_CLANG_TIDY "") # don't lint 3rdparty dependency
set_target_properties(tvm_runtime PROPERTIES CXX_CLANG_TIDY "") # don't lint 3rdparty dependency
endfunction()
if(USE_TVM_OP)
list(APPEND mxnet_LINKER_LIBS tvm_runtime)
BuildTVMOP()
find_package(Python3 REQUIRED)
set(TVM_OP_COMPILE_OPTIONS "-o${CMAKE_CURRENT_BINARY_DIR}" "--config" "${CMAKE_CURRENT_BINARY_DIR}/tvmop.conf" "-L" "${CMAKE_CURRENT_BINARY_DIR}/3rdparty/tvm")
if(USE_CUDA)
set(TVM_OP_COMPILE_OPTIONS "${TVM_OP_COMPILE_OPTIONS}" "--cuda-arch" "\"${CUDA_ARCH_FLAGS}\"")
endif()
add_custom_command(TARGET mxnet POST_BUILD
COMMAND ${CMAKE_COMMAND} -E env
PYTHONPATH="${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/tvm/python:${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/tvm/topi/python:${CMAKE_CURRENT_SOURCE_DIR}/contrib"
LD_LIBRARY_PATH=${CMAKE_CURRENT_BINARY_DIR}:${CMAKE_CURRENT_BINARY_DIR}/3rdparty/tvm:$ENV{LD_LIBRARY_PATH}
${Python3_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/contrib/tvmop/compile.py ${TVM_OP_COMPILE_OPTIONS}
)
endif()
if(USE_PLUGINS_WARPCTC)
list(APPEND mxnet_LINKER_LIBS ${WARPCTC_LIB})
endif()
if(MSVC)
if(USE_SPLIT_ARCH_DLL AND USE_CUDA)
foreach(arch ${arch_code_list})
target_link_libraries(mxnet_${arch} PUBLIC ${mxnet_LINKER_LIBS})
target_link_libraries(mxnet_${arch} PUBLIC dmlc)
endforeach()
endif()
endif()
target_link_libraries(mxnet PUBLIC ${mxnet_LINKER_LIBS})
target_link_libraries(mxnet PUBLIC dmlc)
if(USE_OPENCV AND OpenCV_VERSION_MAJOR GREATER 2)
add_executable(im2rec "tools/im2rec.cc")
target_link_libraries(im2rec
${mxnet_LINKER_LIBS}
${OpenCV_LIBS}
mxnet
dmlc
)
else()
message(WARNING "OpenCV_VERSION_MAJOR: ${OpenCV_VERSION_MAJOR}, version 3 with imgcodecs \
is required for im2rec, im2rec will not be available")
endif()
if(MSVC AND USE_MXNET_LIB_NAMING)
set_target_properties(mxnet PROPERTIES OUTPUT_NAME "libmxnet")
endif()
# NOTE: Public headers will be installed into ${CMAKE_INSTALL_PREFIX}/${CMAKE_INSTALL_INCLUDEDIR}, see
# https://cmake.org/cmake/help/v3.13/variable/CMAKE_INSTALL_PREFIX.html
# https://cmake.org/cmake/help/v3.13/module/GNUInstallDirs.html
include(GNUInstallDirs)
install(TARGETS mxnet
RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
COMPONENT MXNET_Runtime
LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
COMPONENT MXNET_Runtime
NAMELINK_COMPONENT MXNET_Development
ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
COMPONENT MXNET_Development
)
install(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/dlpack/include/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
install(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/dmlc-core/include/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
install(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/mshadow/mshadow/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}/mshadow)
install(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/include/mxnet/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}/mxnet)
install(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/tvm/nnvm/include/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
if (INSTALL_EXAMPLES)
install(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/example DESTINATION ${CMAKE_INSTALL_DATADIR}/${PROJECT_NAME})
endif()
if (USE_SIGNAL_HANDLER)
add_definitions(-DMXNET_USE_SIGNAL_HANDLER=1)
endif()
# AUTO_INSTALL_DIR -> Optional: specify post-build install direcory
if(AUTO_INSTALL_DIR)
# ---[ Install Includes
add_custom_command(TARGET mxnet POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy_directory
${CMAKE_CURRENT_SOURCE_DIR}/include ${AUTO_INSTALL_DIR}/include
)
# ---[ Install Examples
add_custom_command(TARGET mxnet POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy_directory
${CMAKE_CURRENT_SOURCE_DIR}/example ${AUTO_INSTALL_DIR}/example
)
endif()
if(INSTALL_PYTHON_VERSIONS)
message(STATUS "Installing for python versions: ${INSTALL_PYTHON_VERSIONS}")
foreach(version ${INSTALL_PYTHON_VERSIONS})
set(outdir ${CMAKE_LIBRARY_OUTPUT_DIRECTORY}/python${version}/site-packages/mxnet)
add_custom_command(TARGET mxnet POST_BUILD
COMMAND mkdir -p ${outdir}
COMMAND cp -ru ${CMAKE_CURRENT_SOURCE_DIR}/python/mxnet/* ${outdir}
)
endforeach()
endif()
if(USE_CPP_PACKAGE)
add_subdirectory(cpp-package)
target_compile_definitions(mxnet PUBLIC MXNET_USE_CPP_PACKAGE=1)
endif()
if(NOT CMAKE_BUILD_TYPE STREQUAL "Distribution")
# Staticbuild applies linker version script to hide private symbols, breaking unit tests
add_subdirectory(tests)
endif()
# ---[ Linter target
find_package(Python3)
set(LINT_DIRS "include src plugin tests")
set(EXCLUDE_PATH "src/operator/contrib/ctc_include")
add_custom_target(mxnet_lint COMMAND ${CMAKE_COMMAND} -DMSVC=${MSVC} -DPYTHON_EXECUTABLE=${Python3_EXECUTABLE} -DLINT_DIRS=${LINT_DIRS} -DPROJECT_SOURCE_DIR=${CMAKE_CURRENT_SOURCE_DIR} -DPROJECT_NAME=mxnet -DEXCLUDE_PATH=${EXCLUDE_PATH} -P ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/dmlc-core/cmake/lint.cmake)
if(BUILD_CYTHON_MODULES)
include(cmake/BuildCythonModules.cmake)
add_cython_modules(3) # Build cython module for python3 if python3 is found
if(NOT ${PYTHON3_FOUND})
message(FATAL_ERROR "No python interpreter found to build cython modules")
endif()
endif()
# https://github.com/apache/incubator-mxnet/issues/20145
if(UNIX)
if(USE_NVML)
find_package(NVML)
if(NVML_FOUND)
target_compile_definitions(mxnet PRIVATE NVML_NO_UNVERSIONED_FUNC_DEFS)
endif()
endif()
endif()