forked from microsoft/CNTK
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Makefile
1363 lines (1084 loc) · 51.3 KB
/
Makefile
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
1000
# Makefile for a Linux/GCC build of CNTK
#
# The Linux and Windows versions are not different branches, but rather build off the same
# source files, using different makefiles. This current makefile has the purpose of enabling
# work to make all sources compile with GCC, and also to check for GCC-compat regressions due to
# modifications which are currently done under Windows.
#
# To use this Makefile, create a directory to build in and make a Config.make in the directory
# that provides
# BUILDTYPE= One of release or debug
# defaults to release
# MKL_PATH= path to CNTK custom MKL installation
# only needed if MATHLIB=mkl
# CNTK_CUSTOM_MKL_VERSION=3
# version for the CNTK custom MKL installation
# MKL_THREADING=parallel|sequential
# only needed if MATHLIB=mkl
# GDK_INCLUDE_PATH= path to CUDA GDK include path, so $(GDK_INCLUDE_PATH)/nvml.h exists
# defaults to /usr/include/nvidia/gdk
# GDK_NVML_LIB_PATH= path to CUDA GDK (stub) library path, so $(GDK_NVML_LIB_PATH)/libnvidia-ml.so exists
# defaults to /usr/src/gdk/nvml/lib
# MATHLIB= mkl
# defaults to mkl
# CUDA_PATH= Path to CUDA
# If not specified, GPU will not be enabled
# CUB_PATH= path to NVIDIA CUB installation, so $(CUB_PATH)/cub/cub.cuh exists
# defaults to /usr/local/cub-1.4.1
# CUDNN_PATH= path to NVIDIA cuDNN installation so $(CUDNN_PATH)/cuda/include/cudnn.h exists
# CuDNN version needs to be 5.0 or higher.
# KALDI_PATH= Path to Kaldi
# If not specified, Kaldi plugins will not be built
# OPENCV_PATH= path to OpenCV 3.1.0 installation, so $(OPENCV_PATH) exists
# defaults to /usr/local/opencv-3.1.0
# PROTOBUF_PATH= path to Protocol Buffers 3.1.0 installation, so $(PROTOBUF_PATH) exists
# defaults to /usr/local/protobuf-3.1.0
# LIBZIP_PATH= path to libzip installation, so $(LIBZIP_PATH) exists
# defaults to /usr/local/
# BOOST_PATH= path to Boost installation, so $(BOOST_PATH)/include/boost/test/unit_test.hpp
# defaults to /usr/local/boost-1.60.0
# PYTHON_SUPPORT=true iff CNTK v2 Python module should be build
# SWIG_PATH= path to SWIG (>= 3.0.10)
# PYTHON_VERSIONS= list of Python versions to build for
# A Python version is identified by "27", "34", or "35".
# PYTHON27_PATH= path to Python 2.7 interpreter
# PYTHON34_PATH= path to Python 3.4 interpreter
# PYTHON35_PATH= path to Python 3.5 interpreter
# MPI_PATH= path to MPI installation, so $(MPI_PATH) exists
# defaults to /usr/local/mpi
# These can be overridden on the command line, e.g. make BUILDTYPE=debug
# TODO: Build static libraries for common dependencies that are shared by multiple
# targets, e.g. eval and CNTK.
ARCH=$(shell uname)
ifndef BUILD_TOP
BUILD_TOP=.
endif
ifneq ("$(wildcard $(BUILD_TOP)/Config.make)","")
include $(BUILD_TOP)/Config.make
else
$(error Cannot find $(BUILD_TOP)/Config.make. Please see CNTK Wiki at https://github.com/Microsoft/cntk/wiki for configuration instructions.)
endif
ifndef BUILDTYPE
$(info Defaulting BUILDTYPE=release)
BUILDTYPE=release
endif
ifndef MATHLIB
$(info DEFAULTING MATHLIB=mkl)
MATHLIB = mkl
endif
#### Configure based on options above
# The mpic++ wrapper only adds MPI specific flags to the g++ command line.
# The actual compiler/linker flags added can be viewed by running 'mpic++ --showme:compile' and 'mpic++ --showme:link'
ifneq ($(HAS_MPI),0)
CXX = $(MPI_PATH)/bin/mpic++
endif
SSE_FLAGS = -msse4.1 -mssse3
PROTOC = $(PROTOBUF_PATH)/bin/protoc
# Settings for ARM64 architectures that use a crosscompiler on a host machine.
#CXX = aarch64-linux-gnu-g++
#SSE_FLAGS =
SOURCEDIR:= Source
INCLUDEPATH:= $(addprefix $(SOURCEDIR)/, Common/Include CNTKv2LibraryDll CNTKv2LibraryDll/API CNTKv2LibraryDll/proto Math CNTK ActionsLib ComputationNetworkLib SGDLib SequenceTrainingLib CNTK/BrainScript Readers/ReaderLib PerformanceProfilerDll)
INCLUDEPATH+=$(PROTOBUF_PATH)/include
# COMMON_FLAGS include settings that are passed both to NVCC and C++ compilers.
COMMON_FLAGS:= -DHAS_MPI=$(HAS_MPI) -D_POSIX_SOURCE -D_XOPEN_SOURCE=600 -D__USE_XOPEN2K -std=c++11
CPPFLAGS:=
CXXFLAGS:= $(SSE_FLAGS) -std=c++0x -fopenmp -fpermissive -fPIC -Werror -fcheck-new
LIBPATH:=
LIBS_LIST:=
LDFLAGS:=
CXXVER_GE480:= $(shell expr `$(CXX) -dumpversion | sed -e 's/\.\([0-9][0-9]\)/\1/g' -e 's/\.\([0-9]\)/0\1/g' -e 's/^[0-9]\{3,4\}$$/&00/'` \>= 40800)
ifeq ($(CXXVER_GE480),1)
CXXFLAGS += -Wno-error=literal-suffix
endif
SEPARATOR = "=-----------------------------------------------------------="
ALL:=
ALL_LIBS:=
PYTHON_LIBS:=
LIBS_FULLPATH:=
SRC:=
# Make sure all is the first (i.e. default) target, but we can't actually define it
# this early in the file, so let buildall do the work.
all : buildall
# Set up basic nvcc options and add CUDA targets from above
CUFLAGS = -m 64
ifdef CUDA_PATH
ifndef GDK_INCLUDE_PATH
GDK_INCLUDE_PATH=/usr/include/nvidia/gdk
$(info defaulting GDK_INCLUDE_PATH to $(GDK_INCLUDE_PATH))
endif
ifndef GDK_NVML_LIB_PATH
GDK_NVML_LIB_PATH=/usr/src/gdk/nvml/lib
$(info defaulting GDK_NVML_LIB_PATH to $(GDK_NVML_LIB_PATH))
endif
ifndef CUB_PATH
$(info defaulting CUB_PATH to /usr/local/cub-1.4.1)
CUB_PATH=/usr/local/cub-1.4.1
endif
DEVICE = gpu
NVCC = $(CUDA_PATH)/bin/nvcc
INCLUDEPATH+=$(GDK_INCLUDE_PATH)
INCLUDEPATH+=$(CUB_PATH)
# Set up CUDA includes and libraries
INCLUDEPATH += $(CUDA_PATH)/include
LIBPATH += $(CUDA_PATH)/lib64
LIBS_LIST += cublas cudart cuda curand cusparse nvidia-ml
# Set up cuDNN if needed
ifdef CUDNN_PATH
INCLUDEPATH += $(CUDNN_PATH)/cuda/include
LIBPATH += $(CUDNN_PATH)/cuda/lib64
LIBS_LIST += cudnn
COMMON_FLAGS +=-DUSE_CUDNN
endif
# Set up NCCL if needed
ifdef NCCL_PATH
INCLUDEPATH += $(NCCL_PATH)/include
LIBPATH += $(NCCL_PATH)/lib
LIBS_LIST += nccl
COMMON_FLAGS += -DUSE_NCCL
endif
else
DEVICE = cpu
COMMON_FLAGS +=-DCPUONLY
endif
ifeq ("$(MATHLIB)","mkl")
INCLUDEPATH += $(MKL_PATH)/$(CNTK_CUSTOM_MKL_VERSION)/include
LIBS_LIST += m
ifeq ("$(MKL_THREADING)","sequential")
LIBPATH += $(MKL_PATH)/$(CNTK_CUSTOM_MKL_VERSION)/x64/sequential
LIBS_LIST += mkl_cntk_s
else
LIBPATH += $(MKL_PATH)/$(CNTK_CUSTOM_MKL_VERSION)/x64/parallel
LIBS_LIST += mkl_cntk_p iomp5 pthread
endif
COMMON_FLAGS += -DUSE_MKL
endif
ifeq ("$(MATHLIB)","openblas")
INCLUDEPATH += $(OPENBLAS_PATH)/include
LIBPATH += $(OPENBLAS_PATH)/lib
LIBS_LIST += openblas m pthread
CPPFLAGS += -DUSE_OPENBLAS
endif
ifdef KALDI_PATH
########## Copy includes and defines from $(KALDI_PATH)/src/kaldi.mk ##########
FSTROOT = $(KALDI_PATH)/tools/openfst
ATLASINC = $(KALDI_PATH)/tools/ATLAS/include
INCLUDEPATH += $(KALDI_PATH)/src $(ATLASINC) $(FSTROOT)/include
CPPFLAGS += -DKALDI_DOUBLEPRECISION=0 -DHAVE_POSIX_MEMALIGN -DHAVE_EXECINFO_H=1 -DHAVE_CXXABI_H -DHAVE_ATLAS -DHAVE_OPENFST_GE_10400
KALDI_LIBPATH += $(KALDI_PATH)/src/lib
KALDI_LIBS_LIST := kaldi-util kaldi-matrix kaldi-base kaldi-hmm kaldi-cudamatrix kaldi-nnet kaldi-lat
KALDI_LIBS := $(addprefix -l,$(KALDI_LIBS_LIST))
endif
ifdef SUPPORT_AVX2
CPPFLAGS += -mavx2
endif
# Set up nvcc target architectures (will generate code to support them all, i.e. fat-binary, in release mode)
# In debug mode we will rely on JIT to create code "on the fly" for the underlying architecture
GENCODE_SM30 := -gencode arch=compute_30,code=\"sm_30,compute_30\"
GENCODE_SM35 := -gencode arch=compute_35,code=\"sm_35,compute_35\"
GENCODE_SM50 := -gencode arch=compute_50,code=\"sm_50,compute_50\"
# Should we relocate *.gcno and *.gcda files using -fprofile-dir option?
# Use GCOV_PREFIX and GCOV_PREFIX_STRIP if relocating:
# For example, if the object file /user/build/foo.o was built with -fprofile-arcs, the final executable will try to create the data file
# /user/build/foo.gcda when running on the target system. This will fail if the corresponding directory does not exist and it is unable
# to create it. This can be overcome by, for example, setting the environment as 'GCOV_PREFIX=/target/run' and 'GCOV_PREFIX_STRIP=1'.
# Such a setting will name the data file /target/run/build/foo.gcda
ifdef CNTK_CODE_COVERAGE
CXXFLAGS += -fprofile-arcs -ftest-coverage
LDFLAGS += -lgcov --coverage
endif
ifeq ("$(BUILDTYPE)","debug")
ifdef CNTK_CUDA_CODEGEN_DEBUG
GENCODE_FLAGS := $(CNTK_CUDA_CODEGEN_DEBUG)
else
GENCODE_FLAGS := $(GENCODE_SM30)
endif
CXXFLAGS += -g
LDFLAGS += -rdynamic
COMMON_FLAGS += -D_DEBUG -DNO_SYNC
CUFLAGS += -O0 -g -use_fast_math -lineinfo $(GENCODE_FLAGS)
endif
ifeq ("$(BUILDTYPE)","release")
ifdef CNTK_CUDA_CODEGEN_RELEASE
GENCODE_FLAGS := $(CNTK_CUDA_CODEGEN_RELEASE)
else
GENCODE_FLAGS := $(GENCODE_SM30) $(GENCODE_SM35) $(GENCODE_SM50)
endif
CXXFLAGS += -g -O4
LDFLAGS += -rdynamic
COMMON_FLAGS += -DNDEBUG -DNO_SYNC
CUFLAGS += -O3 -g -use_fast_math $(GENCODE_FLAGS)
endif
ifdef CNTK_CUDA_DEVICE_DEBUGINFO
CUFLAGS += -G
endif
# Create the library link options for the linker.
# LIBS_LIST must not be changed beyond this point.
LIBS:= $(addprefix -l,$(LIBS_LIST))
OBJDIR:= $(BUILD_TOP)/.build
BINDIR:= $(BUILD_TOP)/bin
LIBDIR:= $(BUILD_TOP)/lib
PYTHONDIR:= $(BUILD_TOP)/python
ORIGINLIBDIR:='$$ORIGIN/../lib'
ORIGINDIR:='$$ORIGIN'
CNTKMATH:=cntkmath
RPATH=-Wl,-rpath,
########################################
# Build info
########################################
BUILDINFO:= $(SOURCEDIR)/CNTKv2LibraryDll/buildinfo.h
GENBUILD:=Tools/generate_build_info
BUILDINFO_OUTPUT := $(shell $(GENBUILD) $(BUILD_TOP)/Config.make && echo Success)
ifneq ("$(BUILDINFO_OUTPUT)","Success")
$(error Could not generate $(BUILDINFO))
endif
########################################
# Performance profiler library
########################################
PERF_PROFILER:=perfprofiler
PP_SRC =\
$(SOURCEDIR)/PerformanceProfilerDll/PerformanceProfiler.cpp \
$(SOURCEDIR)/Common/File.cpp \
$(SOURCEDIR)/Common/fileutil.cpp \
$(SOURCEDIR)/Common/ExceptionWithCallStack.cpp \
PP_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(PP_SRC))
PERF_PROFILER_LIB:= $(LIBDIR)/lib$(PERF_PROFILER).so
ALL_LIBS += $(PERF_PROFILER_LIB)
PYTHON_LIBS += $(PERF_PROFILER_LIB)
SRC += $(PP_SRC)
$(PERF_PROFILER_LIB): $(PP_OBJ)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) $(LDFLAGS) -shared $(patsubst %,$(RPATH)%, $(ORIGINDIR)) -o $@ $^
########################################
# Math library
########################################
# Define all sources that need to be built
READER_SRC =\
$(SOURCEDIR)/Readers/ReaderLib/BlockRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/Bundler.cpp \
$(SOURCEDIR)/Readers/ReaderLib/NoRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ReaderShim.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ChunkRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/SequenceRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/SequencePacker.cpp \
$(SOURCEDIR)/Readers/ReaderLib/TruncatedBpttPacker.cpp \
$(SOURCEDIR)/Readers/ReaderLib/PackerBase.cpp \
$(SOURCEDIR)/Readers/ReaderLib/FramePacker.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ReaderBase.cpp \
$(SOURCEDIR)/Readers/ReaderLib/Indexer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ChunkCache.cpp \
COMMON_SRC =\
$(SOURCEDIR)/Common/Config.cpp \
$(SOURCEDIR)/Common/Globals.cpp \
$(SOURCEDIR)/Common/DataReader.cpp \
$(SOURCEDIR)/Common/DataWriter.cpp \
$(SOURCEDIR)/Common/ExceptionWithCallStack.cpp \
$(SOURCEDIR)/Common/Eval.cpp \
$(SOURCEDIR)/Common/File.cpp \
$(SOURCEDIR)/Common/TimerUtility.cpp \
$(SOURCEDIR)/Common/fileutil.cpp \
$(SOURCEDIR)/Common/Sequences.cpp \
MATH_SRC =\
$(SOURCEDIR)/Math/BatchNormalizationEngine.cpp \
$(SOURCEDIR)/Math/BlockHandlerSSE.cpp \
$(SOURCEDIR)/Math/CUDAPageLockedMemAllocator.cpp \
$(SOURCEDIR)/Math/CPUMatrix.cpp \
$(SOURCEDIR)/Math/CPURNGHandle.cpp \
$(SOURCEDIR)/Math/CPUSparseMatrix.cpp \
$(SOURCEDIR)/Math/ConvolutionEngine.cpp \
$(SOURCEDIR)/Math/MatrixQuantizerImpl.cpp \
$(SOURCEDIR)/Math/MatrixQuantizerCPU.cpp \
$(SOURCEDIR)/Math/Matrix.cpp \
$(SOURCEDIR)/Math/QuantizedMatrix.cpp \
$(SOURCEDIR)/Math/DataTransferer.cpp \
$(SOURCEDIR)/Math/RNGHandle.cpp \
$(SOURCEDIR)/Math/TensorView.cpp \
$(SOURCEDIR)/Math/NcclComm.cpp \
ifdef SUPPORT_AVX2
MATH_SRC +=\
$(SOURCEDIR)/Math/BlockHandlerAVX.cpp \
endif
ifdef CUDA_PATH
MATH_SRC +=\
$(SOURCEDIR)/Math/CuDnnBatchNormalization.cu \
$(SOURCEDIR)/Math/CuDnnCommon.cu \
$(SOURCEDIR)/Math/CuDnnConvolutionEngine.cu \
$(SOURCEDIR)/Math/CuDnnRNN.cpp \
$(SOURCEDIR)/Math/GPUDataTransferer.cpp \
$(SOURCEDIR)/Math/GPUMatrix.cu \
$(SOURCEDIR)/Math/GPUSparseMatrix.cu \
$(SOURCEDIR)/Math/GPUTensor.cu \
$(SOURCEDIR)/Math/GPUWatcher.cu \
$(SOURCEDIR)/Math/GPURNGHandle.cu \
$(SOURCEDIR)/Math/MatrixQuantizerGPU.cu \
else
MATH_SRC +=\
$(SOURCEDIR)/Math/NoGPU.cpp
endif
MATH_SRC+=$(COMMON_SRC)
MATH_SRC+=$(READER_SRC)
MATH_OBJ := $(patsubst %.cu, $(OBJDIR)/%.o, $(patsubst %.cpp, $(OBJDIR)/%.o, $(MATH_SRC)))
CNTKMATH_LIB:= $(LIBDIR)/lib$(CNTKMATH).so
ALL_LIBS += $(CNTKMATH_LIB)
PYTHON_LIBS += $(CNTKMATH_LIB)
SRC+=$(MATH_SRC)
$(CNTKMATH_LIB): $(MATH_OBJ) | $(PERF_PROFILER_LIB)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBPATH) $(LIBDIR) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -fopenmp -l$(PERF_PROFILER)
# Any executable using Common or ReaderLib needs to link these libraries.
READER_LIBS := $(CNTKMATH_LIB) $(PERF_PROFILER_LIB)
L_READER_LIBS := -l$(CNTKMATH) -l$(PERF_PROFILER)
########################################
# CNTKLibrary
########################################
CNTK_COMMON_SRC =\
$(SOURCEDIR)/Common/BestGpu.cpp \
$(SOURCEDIR)/Common/MPIWrapper.cpp \
COMPUTATION_NETWORK_LIB_SRC =\
$(SOURCEDIR)/ComputationNetworkLib/ComputationNode.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNodeScripting.cpp \
$(SOURCEDIR)/ComputationNetworkLib/InputAndParamNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/RecurrentNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/LinearAlgebraNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ReshapingNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/RNNNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/SpecialPurposeNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetwork.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkEvaluation.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkAnalysis.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkEditing.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkBuilder.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkScripting.cpp \
$(SOURCEDIR)/ComputationNetworkLib/TrainingNodes.cpp \
SEQUENCE_TRAINING_LIB_SRC =\
$(SOURCEDIR)/SequenceTrainingLib/latticeforwardbackward.cpp \
$(SOURCEDIR)/SequenceTrainingLib/parallelforwardbackward.cpp \
ifdef CUDA_PATH
SEQUENCE_TRAINING_LIB_SRC +=\
$(SOURCEDIR)/Math/cudalatticeops.cu \
$(SOURCEDIR)/Math/cudalattice.cpp \
$(SOURCEDIR)/Math/cudalib.cpp \
else
SEQUENCE_TRAINING_LIB_SRC +=\
$(SOURCEDIR)/SequenceTrainingLib/latticeNoGPU.cpp \
endif
CNTKLIBRARY_COMMON_SRC =\
$(SOURCEDIR)/CNTKv2LibraryDll/BackCompat.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Common.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Function.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/PrimitiveFunction.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/CompositeFunction.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/NDArrayView.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/NDMask.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Trainer.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Utils.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Value.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Variable.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Learner.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Serialization.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/DistributedCommunicator.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/DistributedLearnerBase.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/TrainingSession.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/DataParallelDistributedLearner.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/ProgressWriter.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/CNTK.pb.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/tensorboard/tensorboard.pb.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/tensorboard/TensorBoardFileWriter.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/tensorboard/TensorBoardUtils.cpp \
CNTKLIBRARY_SRC =\
$(SOURCEDIR)/CNTKv2LibraryDll/ComputeInputStatistics.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/MinibatchSource.cpp \
CNTKLIBRARY_SRC+=$(CNTKLIBRARY_COMMON_SRC)
CNTKLIBRARY_SRC+=$(CNTK_COMMON_SRC)
CNTKLIBRARY_SRC+=$(COMPUTATION_NETWORK_LIB_SRC)
CNTKLIBRARY_SRC+=$(SEQUENCE_TRAINING_LIB_SRC)
CNTKLIBRARY_VERSION=2.0
CNTKLIBRARY:=cntklibrary-$(CNTKLIBRARY_VERSION)
CNTKLIBRARY_OBJ:=\
$(patsubst %.cu, $(OBJDIR)/%.o, $(filter %.cu, $(CNTKLIBRARY_SRC))) \
$(patsubst %.pb.cc, $(OBJDIR)/%.pb.o, $(filter %.pb.cc, $(CNTKLIBRARY_SRC))) \
$(patsubst %.cpp, $(OBJDIR)/%.o, $(filter %.cpp, $(CNTKLIBRARY_SRC)))
CNTKLIBRARY_LIB:=$(LIBDIR)/lib$(CNTKLIBRARY).so
ALL_LIBS+=$(CNTKLIBRARY_LIB)
PYTHON_LIBS+=$(CNTKLIBRARY_LIB)
SRC+=$(CNTKLIBRARY_SRC)
$(CNTKLIBRARY_LIB): $(CNTKLIBRARY_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $@ for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKMATH) $(PROTOBUF_PATH)/lib/libprotobuf.a -fopenmp
########################################
# LibEval
########################################
EVAL:=eval
SGDLIB_SRC=\
$(SOURCEDIR)/SGDLib/ASGDHelper.cpp \
$(SOURCEDIR)/SGDLib/Profiler.cpp \
$(SOURCEDIR)/SGDLib/SGD.cpp \
$(SOURCEDIR)/SGDLib/PostComputingActions.cpp \
SGDLIB_SRC+=$(CNTKLIBRARY_COMMON_SRC)
EVAL_SRC=\
$(SOURCEDIR)/EvalDll/CNTKEval.cpp \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptEvaluator.cpp \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptParser.cpp \
$(SOURCEDIR)/CNTK/ModelEditLanguage.cpp \
$(SOURCEDIR)/ActionsLib/EvalActions.cpp \
$(SOURCEDIR)/ActionsLib/NetworkFactory.cpp \
$(SOURCEDIR)/ActionsLib/NetworkDescriptionLanguage.cpp \
$(SOURCEDIR)/ActionsLib/SimpleNetworkBuilder.cpp \
$(SOURCEDIR)/ActionsLib/NDLNetworkBuilder.cpp \
EVAL_SRC+=$(SGDLIB_SRC)
EVAL_SRC+=$(COMPUTATION_NETWORK_LIB_SRC)
EVAL_SRC+=$(CNTK_COMMON_SRC)
EVAL_SRC+=$(SEQUENCE_TRAINING_LIB_SRC)
EVAL_OBJ:=\
$(patsubst %.cu, $(OBJDIR)/%.o, $(filter %.cu, $(EVAL_SRC))) \
$(patsubst %.pb.cc, $(OBJDIR)/%.pb.o, $(filter %.pb.cc, $(EVAL_SRC))) \
$(patsubst %.cpp, $(OBJDIR)/%.o, $(filter %.cpp, $(EVAL_SRC)))
EVAL_LIB:=$(LIBDIR)/lib$(EVAL).so
ALL_LIBS+=$(EVAL_LIB)
SRC+=$(EVAL_SRC)
$(EVAL_LIB): $(EVAL_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo Building $(EVAL_LIB) for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKMATH) $(lMULTIVERSO) $(PROTOBUF_PATH)/lib/libprotobuf.a
########################################
# Eval Sample clients
########################################
EVAL_CLIENT:=$(BINDIR)/cppevalclient
EVAL_CLIENT_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CPPEvalClient/CPPEvalClient.cpp
EVAL_CLIENT_OBJ:=$(patsubst %.cpp, $(OBJDIR)/%.o, $(EVAL_CLIENT_SRC))
ALL+=$(EVAL_CLIENT)
SRC+=$(EVAL_CLIENT_SRC)
$(EVAL_CLIENT): $(EVAL_CLIENT_OBJ) | $(EVAL_LIB) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $(EVAL_CLIENT) for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(EVAL) $(L_READER_LIBS) $(lMULTIVERSO)
EVAL_EXTENDED_CLIENT:=$(BINDIR)/cppevalextendedclient
EVAL_EXTENDED_CLIENT_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CPPEvalExtendedClient/CPPEvalExtendedClient.cpp
EVAL_EXTENDED_CLIENT_OBJ:=$(patsubst %.cpp, $(OBJDIR)/%.o, $(EVAL_EXTENDED_CLIENT_SRC))
ALL+=$(EVAL_EXTENDED_CLIENT)
SRC+=$(EVAL_EXTENDED_CLIENT_SRC)
$(EVAL_EXTENDED_CLIENT): $(EVAL_EXTENDED_CLIENT_OBJ) | $(EVAL_LIB) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $(EVAL_EXTENDED_CLIENT) for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(EVAL) $(L_READER_LIBS) $(lMULTIVERSO)
########################################
# Eval V2 Sample client
########################################
CNTKLIBRARY_CPP_EVAL_EXAMPLES:=$(BINDIR)/CNTKLibraryCPPEvalExamples
#ifdef CUDA_PATH
CNTKLIBRARY_CPP_EVAL_EXAMPLES_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalGPUExamples/CNTKLibraryCPPEvalGPUExamples.cpp\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/EvalMultithreads.cpp
#else
CNTKLIBRARY_CPP_EVAL_EXAMPLES_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/CNTKLibraryCPPEvalCPUOnlyExamples.cpp\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/EvalMultithreads.cpp
#endif
CNTKLIBRARY_CPP_EVAL_EXAMPLES_OBJ:=$(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKLIBRARY_CPP_EVAL_EXAMPLES_SRC))
ALL+=$(CNTKLIBRARY_CPP_EVAL_EXAMPLES)
SRC+=$(CNTKLIBRARY_CPP_EVAL_EXAMPLES_SRC)
$(CNTKLIBRARY_CPP_EVAL_EXAMPLES): $(CNTKLIBRARY_CPP_EVAL_EXAMPLES_OBJ) | $(CNTKLIBRARY_LIB) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $(CNTKLIBRARY_CPP_EVAL_EXAMPLES) for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKLIBRARY) $(L_READER_LIBS)
########################################
# Eval V2 Sample test
########################################
CNTKLIBRARY_CPP_EVAL_TEST:=$(BINDIR)/CNTKLibraryCPPEvalExamplesTest
CNTKLIBRARY_CPP_EVAL_TEST_SRC=\
$(SOURCEDIR)/../Tests/EndToEndTests/EvalClientTests/CNTKLibraryCPPEvalExamplesTest/CNTKLibraryCPPEvalExamplesTest.cpp\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/EvalMultithreads.cpp\
$(SOURCEDIR)/../Tests/EndToEndTests/CNTKv2Library/Common/Common.cpp
CNTKLIBRARY_CPP_EVAL_TEST_OBJ:=$(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKLIBRARY_CPP_EVAL_TEST_SRC))
ALL+=$(CNTKLIBRARY_CPP_EVAL_TEST)
SRC+=$(CNTKLIBRARY_CPP_EVAL_TEST_SRC)
$(CNTKLIBRARY_CPP_EVAL_TEST): $(CNTKLIBRARY_CPP_EVAL_TEST_OBJ) | $(CNTKLIBRARY_LIB) $(READER_LIBS)
@mkdir -p $(dir $@)
@echo building $(CNTKLIBRARY_CPP_EVAL_TEST) for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKLIBRARY) $(L_READER_LIBS)
########################################
# HTKMLFReader plugin
########################################
HTKMLFREADER_SRC =\
$(SOURCEDIR)/Readers/HTKMLFReader/Exports.cpp \
$(SOURCEDIR)/Readers/HTKMLFReader/DataWriterLocal.cpp \
$(SOURCEDIR)/Readers/HTKMLFReader/HTKMLFReader.cpp \
$(SOURCEDIR)/Readers/HTKMLFReader/HTKMLFWriter.cpp \
HTKMLFREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(HTKMLFREADER_SRC))
HTKMLFREADER:=$(LIBDIR)/HTKMLFReader.so
ALL_LIBS+=$(HTKMLFREADER)
SRC+=$(HTKMLFREADER_SRC)
$(LIBDIR)/HTKMLFReader.so: $(HTKMLFREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# CompositeDataReader plugin
########################################
COMPOSITEDATAREADER_SRC =\
$(SOURCEDIR)/Readers/CompositeDataReader/CompositeDataReader.cpp \
$(SOURCEDIR)/Readers/CompositeDataReader/Exports.cpp \
COMPOSITEDATAREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(COMPOSITEDATAREADER_SRC))
COMPOSITEDATAREADER:=$(LIBDIR)/CompositeDataReader.so
ALL_LIBS+=$(COMPOSITEDATAREADER)
PYTHON_LIBS+=$(COMPOSITEDATAREADER)
SRC+=$(COMPOSITEDATAREADER_SRC)
$(LIBDIR)/CompositeDataReader.so: $(COMPOSITEDATAREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# HTKDeserializers plugin
########################################
HTKDESERIALIZERS_SRC =\
$(SOURCEDIR)/Readers/HTKMLFReader/DataWriterLocal.cpp \
$(SOURCEDIR)/Readers/HTKMLFReader/HTKMLFWriter.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/ConfigHelper.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/Exports.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/HTKDataDeserializer.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/HTKMLFReader.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/MLFDataDeserializer.cpp \
HTKDESERIALIZERS_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(HTKDESERIALIZERS_SRC))
HTKDESERIALIZERS:=$(LIBDIR)/HTKDeserializers.so
ALL_LIBS+=$(HTKDESERIALIZERS)
PYTHON_LIBS+=$(HTKDESERIALIZERS)
SRC+=$(HTKDESERIALIZERS_SRC)
$(LIBDIR)/HTKDeserializers.so: $(HTKDESERIALIZERS_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# LMSequenceReader plugin
########################################
LMSEQUENCEREADER_SRC =\
$(SOURCEDIR)/Readers/LMSequenceReader/Exports.cpp \
$(SOURCEDIR)/Readers/LMSequenceReader/SequenceParser.cpp \
$(SOURCEDIR)/Readers/LMSequenceReader/SequenceReader.cpp \
$(SOURCEDIR)/Readers/LMSequenceReader/SequenceWriter.cpp \
LMSEQUENCEREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(LMSEQUENCEREADER_SRC))
LMSEQUENCEREADER:= $(LIBDIR)/LMSequenceReader.so
ALL_LIBS+=$(LMSEQUENCEREADER)
SRC+=$(LMSEQUENCEREADER_SRC)
$(LMSEQUENCEREADER): $(LMSEQUENCEREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# LUSequenceReader plugin
########################################
LUSEQUENCEREADER_SRC =\
$(SOURCEDIR)/Readers/LUSequenceReader/Exports.cpp \
$(SOURCEDIR)/Readers/LUSequenceReader/DataWriterLocal.cpp \
$(SOURCEDIR)/Readers/LUSequenceReader/LUSequenceParser.cpp \
$(SOURCEDIR)/Readers/LUSequenceReader/LUSequenceReader.cpp \
$(SOURCEDIR)/Readers/LUSequenceReader/LUSequenceWriter.cpp \
LUSEQUENCEREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(LUSEQUENCEREADER_SRC))
LUSEQUENCEREADER:=$(LIBDIR)/LUSequenceReader.so
ALL_LIBS+=$(LUSEQUENCEREADER)
SRC+=$(LUSEQUENCEREADER_SRC)
$(LUSEQUENCEREADER): $(LUSEQUENCEREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# UCIFastReader plugin
########################################
UCIFASTREADER_SRC =\
$(SOURCEDIR)/Readers/UCIFastReader/Exports.cpp \
$(SOURCEDIR)/Readers/UCIFastReader/UCIFastReader.cpp \
$(SOURCEDIR)/Readers/UCIFastReader/UCIParser.cpp \
UCIFASTREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(UCIFASTREADER_SRC))
UCIFASTREADER:=$(LIBDIR)/UCIFastReader.so
ALL_LIBS += $(UCIFASTREADER)
SRC+=$(UCIFASTREADER_SRC)
$(UCIFASTREADER): $(UCIFASTREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# LibSVMBinaryReader plugin
########################################
LIBSVMBINARYREADER_SRC =\
$(SOURCEDIR)/Readers/LibSVMBinaryReader/Exports.cpp \
$(SOURCEDIR)/Readers/LibSVMBinaryReader/LibSVMBinaryReader.cpp \
LIBSVMBINARYREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(LIBSVMBINARYREADER_SRC))
LIBSVMBINARYREADER:=$(LIBDIR)/LibSVMBinaryReader.so
ALL_LIBS += $(LIBSVMBINARYREADER)
SRC+=$(LIBSVMBINARYREADER_SRC)
$(LIBSVMBINARYREADER): $(LIBSVMBINARYREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# SparsePCReader plugin
########################################
SPARSEPCREADER_SRC =\
$(SOURCEDIR)/Readers/SparsePCReader/Exports.cpp \
$(SOURCEDIR)/Readers/SparsePCReader/SparsePCReader.cpp \
SPARSEPCREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(SPARSEPCREADER_SRC))
SPARSEPCREADER:=$(LIBDIR)/SparsePCReader.so
ALL_LIBS += $(SPARSEPCREADER)
SRC+=$(SPARSEPCREADER_SRC)
$(SPARSEPCREADER): $(SPARSEPCREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# CNTKBinaryReader plugin
########################################
CNTKBINARYREADER_SRC =\
$(SOURCEDIR)/Readers/CNTKBinaryReader/Exports.cpp \
$(SOURCEDIR)/Readers/CNTKBinaryReader/BinaryChunkDeserializer.cpp \
$(SOURCEDIR)/Readers/CNTKBinaryReader/BinaryConfigHelper.cpp \
$(SOURCEDIR)/Readers/CNTKBinaryReader/CNTKBinaryReader.cpp \
CNTKBINARYREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKBINARYREADER_SRC))
CNTKBINARYREADER:=$(LIBDIR)/CNTKBinaryReader.so
ALL_LIBS += $(CNTKBINARYREADER)
PYTHON_LIBS += $(CNTKBINARYREADER)
SRC+=$(CNTKBINARYREADER_SRC)
$(CNTKBINARYREADER): $(CNTKBINARYREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# CNTKTextFormatReader plugin
########################################
CNTKTEXTFORMATREADER_SRC =\
$(SOURCEDIR)/Readers/CNTKTextFormatReader/Exports.cpp \
$(SOURCEDIR)/Readers/CNTKTextFormatReader/TextParser.cpp \
$(SOURCEDIR)/Readers/CNTKTextFormatReader/CNTKTextFormatReader.cpp \
$(SOURCEDIR)/Readers/CNTKTextFormatReader/TextConfigHelper.cpp \
CNTKTEXTFORMATREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKTEXTFORMATREADER_SRC))
CNTKTEXTFORMATREADER:=$(LIBDIR)/CNTKTextFormatReader.so
ALL_LIBS += $(CNTKTEXTFORMATREADER)
PYTHON_LIBS += $(CNTKTEXTFORMATREADER)
SRC+=$(CNTKTEXTFORMATREADER_SRC)
$(CNTKTEXTFORMATREADER): $(CNTKTEXTFORMATREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# Kaldi plugins
########################################
ifdef KALDI_PATH
KALDI2READER_SRC = \
$(SOURCEDIR)/Readers/Kaldi2Reader/DataReader.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/DataWriter.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/HTKMLFReader.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/HTKMLFWriter.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/KaldiSequenceTrainingDerivative.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/UtteranceDerivativeBuffer.cpp \
KALDI2READER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(KALDI2READER_SRC))
KALDI2READER:=$(LIBDIR)/Kaldi2Reader.so
ALL_LIBS+=$(KALDI2READER)
SRC+=$(KALDI2READER_SRC)
$(KALDI2READER): $(KALDI2READER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(KALDI_LIBPATH) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(KALDI_LIBPATH) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH) $(KALDI_LIBS)
endif
########################################
# ImageReader plugin
########################################
ifdef OPENCV_PATH
ifdef BOOST_PATH
INCLUDEPATH += $(BOOST_PATH)/include
IMAGEREADER_LIBS_LIST := opencv_core opencv_imgproc opencv_imgcodecs
ifdef LIBZIP_PATH
CPPFLAGS += -DUSE_ZIP
# Both directories are needed for building libzip
INCLUDEPATH += $(LIBZIP_PATH)/include $(LIBZIP_PATH)/lib/libzip/include
LIBPATH += $(LIBZIP_PATH)/lib
IMAGEREADER_LIBS_LIST += zip
endif
IMAGEREADER_LIBS:= $(addprefix -l,$(IMAGEREADER_LIBS_LIST))
IMAGEREADER_SRC =\
$(SOURCEDIR)/Readers/ImageReader/Base64ImageDeserializer.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageDeserializerBase.cpp \
$(SOURCEDIR)/Readers/ImageReader/Exports.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageConfigHelper.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageDataDeserializer.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageTransformers.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageReader.cpp \
$(SOURCEDIR)/Readers/ImageReader/ZipByteReader.cpp \
IMAGEREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(IMAGEREADER_SRC))
IMAGEREADER:=$(LIBDIR)/ImageReader.so
ALL_LIBS += $(IMAGEREADER)
PYTHON_LIBS += $(IMAGEREADER)
SRC+=$(IMAGEREADER_SRC)
INCLUDEPATH += $(OPENCV_PATH)/include
LIBPATH += $(OPENCV_PATH)/lib $(OPENCV_PATH)/release/lib
$(IMAGEREADER): $(IMAGEREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH) $(IMAGEREADER_LIBS)
endif
endif
########################################
# 1bit SGD setup
########################################
ifeq ("$(CNTK_ENABLE_1BitSGD)","true")
ifeq (,$(wildcard Source/1BitSGD/*.h))
$(error Build with 1bit-SGD was requested but cannot find the code. Please check https://github.com/Microsoft/CNTK/wiki/Enabling-1bit-SGD for instructions)
endif
INCLUDEPATH += $(SOURCEDIR)/1BitSGD
COMMON_FLAGS += -DCNTK_PARALLEL_TRAINING_SUPPORT
# temporarily adding to 1bit, need to work with others to fix it
endif
########################################
# ASGD(multiverso) setup
########################################
ifeq ("$(CNTK_ENABLE_ASGD)","true")
ifeq (,$(wildcard Source/Multiverso/include/multiverso/*.h))
$(error Build with Multiverso was requested but cannot find the code. Please check https://github.com/Microsoft/CNTK/wiki/Multiple-GPUs-and-machines#24-data-parallel-asgd to learn more.)
endif
lMULTIVERSO:=-lmultiverso
INCLUDEPATH += $(SOURCEDIR)/Multiverso/include
COMMON_FLAGS += -DASGD_PARALLEL_SUPPORT
MULTIVERSO_LIB:=$(LIBDIR)/libmultiverso.so
ALL_LIBS+=$(MULTIVERSO_LIB)
ifeq ("$(BUILDTYPE)","release")
MULTIVERSO_CMAKE_BUILDTYPE=Release
endif
ifeq ("$(BUILDTYPE)","debug")
MULTIVERSO_CMAKE_BUILDTYPE=Debug
endif
# TODO need to align Multiverso OpenMP with the one we use (libiomp). For now, disabled.
$(MULTIVERSO_LIB):
@echo "Build Multiverso lib"
@mkdir -p $(LIBDIR)
@mkdir -p $(BINDIR)
@mkdir -p $(SOURCEDIR)/Multiverso/build/$(BUILDTYPE)
@cmake -DCMAKE_VERBOSE_MAKEFILE=TRUE \
-DOpenMP_CXX_FLAGS="" \
-DOpenMP_C_FLAGS="" \
-DBoost_NO_BOOST_CMAKE=TRUE \
-DBoost_NO_SYSTEM_PATHS=TRUE \
-DBOOST_ROOT:PATHNAME=$(BOOST_PATH) \
-DBOOST_LIBRARY_DIRS:FILEPATH=$(BOOST_PATH) \
-DLIBRARY_OUTPUT_PATH=$(shell readlink -f $(LIBDIR)) \
-DEXECUTABLE_OUTPUT_PATH=$(shell readlink -f $(BINDIR)) \
-DCMAKE_BUILD_TYPE=$(MULTIVERSO_CMAKE_BUILDTYPE) \
-B./Source/Multiverso/build/$(BUILDTYPE) -H./Source/Multiverso
@make VERBOSE=1 -C ./Source/Multiverso/build/$(BUILDTYPE) -j multiverso
UNITTEST_MULTIVERSO_SRC = \
$(SOURCEDIR)/Multiverso/Test/unittests/test_array.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_blob.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_kv.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_message.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_multiverso.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_node.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_sync.cpp \
UNITTEST_MULTIVERSO_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(UNITTEST_MULTIVERSO_SRC))
UNITTEST_MULTIVERSO := $(BINDIR)/multiversotests
ALL += $(UNITTEST_MULTIVERSO)
$(UNITTEST_MULTIVERSO): $(UNITTEST_MULTIVERSO_OBJ) | $(MULTIVERSO_LIB)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $@ for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(BOOSTLIB_PATH)) $(patsubst %, $(RPATH)%, $(ORIGINLIBDIR) $(BOOSTLIB_PATH)) -o $@ $^ $(BOOSTLIBS) $(lMULTIVERSO) -ldl
endif
########################################
# cntk
########################################
CNTK_SRC =\
$(SOURCEDIR)/CNTK/CNTK.cpp \
$(SOURCEDIR)/CNTK/ModelEditLanguage.cpp \
$(SOURCEDIR)/CNTK/tests.cpp \
$(SOURCEDIR)/ActionsLib/TrainActions.cpp \
$(SOURCEDIR)/ActionsLib/EvalActions.cpp \
$(SOURCEDIR)/ActionsLib/OtherActions.cpp \
$(SOURCEDIR)/ActionsLib/SpecialPurposeActions.cpp \
$(SOURCEDIR)/ActionsLib/NetworkFactory.cpp \