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meson.build
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project('nntrainer', 'c', 'cpp',
version: '0.5.0',
license: ['apache-2.0'],
meson_version: '>=0.50.0',
default_options: [
'werror=true',
'warning_level=1',
'c_std=gnu89',
'cpp_std=c++17',
'buildtype=release'
]
)
# Set version info
nntrainer_version = meson.project_version()
nntrainer_version_split = nntrainer_version.split('.')
add_project_arguments('-DVERSION="' + nntrainer_version + '"', language: ['c', 'cpp'])
add_project_arguments('-DVERSION_MAJOR=' + nntrainer_version_split[0], language: ['c', 'cpp'])
add_project_arguments('-DVERSION_MINOR=' + nntrainer_version_split[1], language: ['c', 'cpp'])
add_project_arguments('-DVERSION_MICRO=' + nntrainer_version_split[2], language: ['c', 'cpp'])
extra_defines = ['-DMIN_CPP_VERSION=201703L']
cc = meson.get_compiler('c')
cxx = meson.get_compiler('cpp')
if get_option('platform') == 'tizen'
# Pass __TIZEN__ to the compiler
add_project_arguments('-D__TIZEN__=1', language:['c','cpp'])
add_project_arguments('-DTIZENVERSION=@0@'.format(get_option('tizen-version-major')), language: ['c', 'cpp'])
add_project_arguments('-DTIZENVERSIONMINOR=@0@'.format(get_option('tizen-version-minor')), language: ['c', 'cpp'])
if get_option('enable-tizen-feature-check')
add_project_arguments('-D__FEATURE_CHECK_SUPPORT__', language: ['c', 'cpp'])
endif
endif
if get_option('enable_encoder')
add_project_arguments('-DENABLE_ENCODER=1', language: ['c', 'cpp'])
endif
warning_flags = [
'-Wredundant-decls',
'-Wwrite-strings',
'-Wformat',
'-Wformat-nonliteral',
'-Wformat-security',
'-Winit-self',
'-Waddress',
'-Wvla',
'-Wpointer-arith',
'-Wno-error=varargs',
'-Wdefaulted-function-deleted',
'-ftree-vectorize',
'-Wno-maybe-uninitialized',
'-Wno-unused-variable'
]
warning_c_flags = [
'-Wmissing-declarations',
'-Wmissing-include-dirs',
'-Wmissing-prototypes',
'-Wnested-externs',
'-Waggregate-return',
'-Wold-style-definition',
'-Wdeclaration-after-statement',
'-Wno-error=varargs'
]
arch = host_machine.cpu_family()
target = target_machine.cpu_family()
if get_option('enable-avx')
if get_option('platform') != 'android'
if target == 'x86_64' or target == 'x86'
extra_defines += '-DUSE_AVX=1'
add_project_arguments(['-march=native'], language: ['c','cpp'])
add_project_arguments(['-mavx2'], language: ['c','cpp'])
message('-march=native added for AVX hardware acceleration.')
endif
message('This arch does not support avx2')
endif
endif
if get_option('enable-fp16')
if get_option('platform') == 'android'
add_project_arguments('-mfp16-format=ieee', language: ['c', 'cpp'])
extra_defines += '-DENABLE_FP16=1'
extra_defines += '-DUSE__FP16=1'
extra_defines += '-DUSE_NEON=1'
elif arch == 'aarch64'
## About FP16 in GCC (from GCC-9.1 manual)
# https://gcc.gnu.org/onlinedocs/gcc-9.1.0/gcc/Half-Precision.html
# On ARM and AArch64 targets, GCC supports half-precision (16-bit) floating point
# via the __fp16 type defined in the ARM C Language Extensions.
# On ARM systems, you must enable this type explicitly with the -mfp16-format
# command-line option in order to use it.
## About FP16-SIMD in aarch64
# FP16-SIMD is supported since armv8.2. If you enable this forcibly, it won't be
# comaptible with armv8.0 machines.
if cxx.has_argument('-mfp16-format=ieee')
add_project_arguments('-mfp16-format=ieee', language: ['c', 'cpp'])
add_project_arguments('-march=armv8.2-a+fp16', language: ['c', 'cpp'])
else
message ('The compiler does not support -mfp16-format=ieee. However, according to https://gcc.gnu.org/onlinedocs/gcc-9.1.0/gcc/Half-Precision.html, gcc may use IEEE fp16 anyway. Thus, we will proceed without the option for FP16 support.')
endif
extra_defines += '-DENABLE_FP16=1'
extra_defines += '-DUSE__FP16=1'
extra_defines += '-DUSE_NEON=1'
elif arch == 'arm'
## About FP16-SIMD in arm
# FP16-SIMD is supported since armv8.2.
# Thus, even if fp16 is force-enabled, NEON is off.
if cxx.has_argument('-mfp16-format=ieee')
add_project_arguments('-mfp16-format=ieee', language: ['c', 'cpp'])
extra_defines += '-DENABLE_FP16=1'
extra_defines += '-DUSE__FP16=1'
else
error ('The compiler does not support -mfp16-format=ieee')
endif
elif arch == 'x86_64'
if cc.version().version_compare('>=12.1.0')
message ('Float16 for x86_64 enabled. Modern gcc-x64 generally supports float16 with _Float16.')
extra_defines += '-DENABLE_FP16=1'
else
warning ('Float16 for x86_64 enabled. However, software emulation is applied for fp16, making it slower and inconsistent. Use GCC 12+ for FP16 support. This build will probably fail unless you bring a compiler that supports fp16 for x64.')
endif
elif arch == 'riscv64'
error ('RISCV64 RVV support and fp16 support is not yet implemented.')
else
error ('FP16 support for this arch is not yet implemented.')
endif
endif
if get_option('enable-opencl')
message ('OpenCL build is enabled. Will work only if OpenCL supported GPU is available.')
extra_defines += '-DENABLE_OPENCL=1'
endif
if get_option('opencl-kernel-path') != ''
message ('OpenCL kernel path set to: @0@'.format(get_option('opencl-kernel-path')))
extra_defines += '-DOPENCL_KERNEL_PATH=@0@'.format(get_option('opencl-kernel-path'))
endif
foreach extra_arg : warning_flags
if cc.has_argument (extra_arg)
add_project_arguments([extra_arg], language: 'c')
endif
if cxx.has_argument (extra_arg)
add_project_arguments([extra_arg], language: 'cpp')
endif
endforeach
foreach extra_arg : warning_c_flags
if cc.has_argument (extra_arg)
add_project_arguments([extra_arg], language: 'c')
endif
endforeach
# Set install path
nntrainer_prefix = get_option('prefix')
if get_option('platform') != 'android'
nntrainer_libdir = nntrainer_prefix / get_option('libdir')
nntrainer_bindir = nntrainer_prefix / get_option('bindir')
nntrainer_includedir = nntrainer_prefix / get_option('includedir') / 'nntrainer'
nntrainer_confdir = get_option('sysconfdir')
application_install_dir = nntrainer_bindir / 'applications'
nntrainer_swapdir = '/tmp'
else
nntrainer_prefix = meson.build_root() / 'android_build_result'
# @todo arch has to be option
nntrainer_libdir = nntrainer_prefix / 'lib'
nntrainer_includedir = nntrainer_prefix / 'include' / 'nntrainer'
nntrainer_bindir = nntrainer_prefix / 'bin'
nntrainer_confdir = nntrainer_prefix / 'conf'
application_install_dir = nntrainer_prefix / 'examples'
nntrainer_swapdir = '/data/local/tmp'
endif
# handle swap options
if get_option('enable-memory-swap')
nntrainer_enable_swap = 'true'
else
nntrainer_enable_swap = 'false'
endif
if get_option('memory-swap-path') != ''
nntrainer_swapdir = get_option('memory-swap-path')
endif
# handle resources
nntrainer_resdir = meson.build_root() / 'res'
run_command('mkdir', '-p', nntrainer_resdir)
if get_option('install-app')
# add a script to install resources from installs to application_install_dir
meson.add_install_script(
'sh', '-c', 'cp -r @0@ ${DESTDIR}@1@'.format(nntrainer_resdir, application_install_dir)
)
endif
# Set default configuration
nntrainer_conf = configuration_data()
nntrainer_conf.set('VERSION', meson.project_version())
nntrainer_conf.set('PREFIX', nntrainer_prefix)
nntrainer_conf.set('EXEC_PREFIX', nntrainer_bindir)
nntrainer_conf.set('LIB_INSTALL_DIR', nntrainer_libdir)
nntrainer_conf.set('PLUGIN_INSTALL_PREFIX', nntrainer_libdir / 'nntrainer')
nntrainer_conf.set('INCLUDE_INSTALL_DIR', nntrainer_includedir / '..')
nntrainer_conf.set('MEMORY_SWAP', nntrainer_enable_swap)
nntrainer_conf.set('MEMORY_SWAP_PATH', nntrainer_swapdir)
dummy_dep = dependency('', required: false)
ml_api_common_flag = '-DML_API_COMMON=0'
# if ml-api-support is disabled, enable dummy common api interfaces and disable related dependencies.
ml_api_common_dep = dependency(get_option('capi-ml-common-actual'), required : get_option('ml-api-support').enabled())
nnstreamer_capi_dep = dummy_dep
if (ml_api_common_dep.found())
nnstreamer_capi_dep = dependency(get_option('capi-ml-inference-actual'), required : get_option('ml-api-support').enabled())
if (nnstreamer_capi_dep.found())
nntrainer_conf.set('CAPI_ML_COMMON_DEP', get_option('capi-ml-common-actual'))
extra_defines += '-DML_API_COMMON=1'
ml_api_common_flag = '-DML_API_COMMON=1'
extra_defines += '-DNNSTREAMER_AVAILABLE=1'
# accessing this variable when dep_.not_found() remains hard error on purpose
supported_nnstreamer_capi = nnstreamer_capi_dep.version().version_compare('>=1.7.0')
if not supported_nnstreamer_capi
extra_defines += '-DUNSUPPORTED_NNSTREAMER=1'
warning('capi-nnstreamer version is too old, we do not know if it works with older nnstreamer version')
endif
else
# if nnstreamer_capi is not there and ml-api-support is "auto", disable it.
message ('ml-api-support is disabled although capi-ml-api-common is found: capi-ml-api-inference is not available and ml-api-support is configured to be auto')
nntrainer_conf.set('CAPI_ML_COMMON_DEP', '')
extra_defines += '-DML_API_COMMON=0'
endif
else
nntrainer_conf.set('CAPI_ML_COMMON_DEP', '')
extra_defines += '-DML_API_COMMON=0'
endif
blas_dep = dummy_dep
# Dependencies
if get_option('enable-cublas')
extra_defines += '-DUSE_CUBLAS=1'
endif
if get_option('enable-blas')
extra_defines += '-DUSE_BLAS=1'
if get_option('platform') == 'android'
message('preparing blas')
run_command(meson.source_root() / 'jni' / 'prepare_openblas.sh', meson.build_root(), check: true)
blas_root = meson.build_root() / 'openblas'
blas_dep = declare_dependency(include_directories: [ 'openblas/include' ])
else
blas_dep = dependency('openblas')
endif
if blas_dep.found()
if get_option('openblas-num-threads') > 0
extra_defines += '-DBLAS_NUM_THREADS=@0@'.format(get_option('openblas-num-threads'))
message('set openblas num threads=@0@'.format(get_option('openblas-num-threads')))
endif
endif
extra_defines += '-DHGEMM_EXPERIMENTAL_KERNEL=@0@'.format(get_option('hgemm-experimental-kernel'))
endif
extra_defines += '-DNNTR_NUM_THREADS=@0@'.format(get_option('nntr-num-threads'))
message('set nntrainer num threads=@0@'.format(get_option('nntr-num-threads')))
openmp_dep = dummy_dep
if get_option('enable-openmp')
openmp_dep = dependency('openmp')
if get_option('omp-num-threads') > 0
extra_defines += '-DOMP_NUM_THREADS=@0@'.format(get_option('omp-num-threads'))
message('set nntrainer omp threads=@0@'.format(get_option('omp-num-threads')))
endif
endif
if get_option('enable-profile')
extra_defines += '-DPROFILE=1'
endif
if get_option('enable-trace')
extra_defines += '-DTRACE=1'
endif
if get_option('enable-debug')
extra_defines += '-DDEBUG=1'
endif
if get_option('use_gym')
extra_defines += '-DUSE_GYM=1'
endif
if get_option('enable-logging')
extra_defines += '-D__LOGGING__=1'
endif
gmock_dep = dependency('gmock', static: true, main: false, required: false)
gtest_dep = dependency('gtest', static: true, main: false, required: false)
gtest_main_dep = dependency('gtest', static: true, main: true, required: false)
if get_option('enable-test') # and get_option('platform') != 'android'
extra_defines += '-DENABLE_TEST=1'
if gtest_dep.version().version_compare('<1.10.0')
extra_defines += '-DGTEST_BACKPORT=1'
endif
test_timeout = get_option('test-timeout')
endif
if get_option('reduce-tolerance')
extra_defines += '-DREDUCE_TOLERANCE=1'
endif
libm_dep = cxx.find_library('m') # cmath library
libdl_dep = cxx.find_library('dl') # DL library
thread_dep = dependency('threads') # pthread for tensorflow-lite
iniparser_dep = dependency('iniparser', required : false, version : '>=4.1') # iniparser
if get_option('platform') == 'android'
message('preparing iniparser')
run_command(meson.source_root() / 'jni' / 'prepare_iniparser.sh', meson.build_root(), check: true)
iniparser_root = meson.build_root() / 'iniparser'
iniparser_dep = declare_dependency(include_directories: [ 'iniparser/src' ])
endif
if not iniparser_dep.found()
message('falling back to find libiniparser library and header files')
libiniparser_dep = cxx.find_library('iniparser')
sysroot = run_command(
cxx.cmd_array() + ['-print-sysroot']
).stdout().split('\n')[0]
if sysroot.startswith('/')
sysroot_inc_cflags_template = '-I@0@/usr/include@1@'
sysroot_inc = sysroot_inc_cflags_template.format(sysroot, '')
add_project_arguments(sysroot_inc, language: ['c', 'cpp'])
sysroot_inc_cflags_iniparser = sysroot_inc_cflags_template.format(sysroot,
'/iniparser')
else
sysroot_inc_cflags_iniparser = '-I/usr/include/iniparser'
endif
if libiniparser_dep.found() and cxx.has_header('iniparser.h', \
args : sysroot_inc_cflags_iniparser)
iniparser_dep = declare_dependency (dependencies : libiniparser_dep,
compile_args : sysroot_inc_cflags_iniparser)
else
error('Failed to resolve dependency on iniparser')
endif
endif
if get_option('platform') == 'android'
message('preparing ml api')
run_command(meson.source_root() / 'jni' / 'prepare_ml-api.sh', meson.build_root() / 'ml-api-inference', check: true)
ml_api_common_root = meson.build_root() / 'ml-api-inference'
ml_api_inc = ml_api_common_root / 'include'
meson.add_install_script(
'sh', '-c', 'cp @0@ ${DESTDIR}@1@'.format(ml_api_inc / 'ml-api-common.h', nntrainer_includedir)
)
meson.add_install_script(
'sh', '-c', 'cp @0@ ${DESTDIR}@1@'.format(ml_api_inc / 'tizen_error.h', nntrainer_includedir)
)
ml_api_common_dep = declare_dependency(include_directories: ['ml-api-inference/include'])
endif
if get_option('enable-nnstreamer-backbone') and get_option('platform') != 'android'
extra_defines += '-DENABLE_NNSTREAMER_BACKBONE=1'
endif
tflite_dep = dummy_dep
if get_option('platform') != 'android'
tflite_dep = dependency('tensorflow2-lite', required: false)
else
if get_option('enable-tflite-backbone') or get_option('enable-tflite-interpreter')
message('preparing tflite, because either tflite backbone or interpreter is enabled')
run_command(meson.source_root() / 'jni' / 'prepare_tflite.sh', '2.3.0', meson.build_root(), check: true)
tflite_root = meson.build_root() / 'tensorflow-2.3.0' / 'tensorflow-lite'
tflite_dep = declare_dependency(include_directories: [ 'tensorflow-2.3.0/tensorflow-lite/include' ])
endif
endif
if get_option('enable-tflite-backbone')
extra_defines += '-DENABLE_TFLITE_BACKBONE=1'
endif
if get_option('enable-tflite-interpreter')
extra_defines += '-DENABLE_TFLITE_INTERPRETER=1'
endif
opencv_dep = dummy_dep
if get_option('platform') != 'android'
opencv_dep = dependency('opencv', required: false)
if not opencv_dep.found()
opencv_dep = dependency('opencv4', required: false)
if not opencv_dep.found()
opencv_dep = dependency('opencv3', required: false)
endif
endif
if opencv_dep.found()
extra_defines += '-DENABLE_DATA_AUGMENTATION_OPENCV=1'
endif
endif
flatc_prog = find_program('flatc', required: false)
# Install .pc
configure_file(input: 'nntrainer.pc.in', output: 'nntrainer.pc',
install_dir: nntrainer_libdir / 'pkgconfig',
configuration: nntrainer_conf
)
# Install conf
configure_file(
input: 'nntrainer.ini.in',
output: 'nntrainer.ini',
install_dir: nntrainer_confdir,
configuration: nntrainer_conf
)
nntrainer_conf_abs_path = get_option('prefix') / nntrainer_confdir / 'nntrainer.ini'
message('NNTRAINER_CONF_PATH=@0@'.format(nntrainer_conf_abs_path))
if get_option('platform') != 'android'
extra_defines += '-DNNTRAINER_CONF_PATH="@0@"'.format(nntrainer_conf_abs_path)
endif
message('extra defines are:' + ' '.join(extra_defines))
foreach defs: extra_defines
add_project_arguments(defs, language: ['c', 'cpp'])
endforeach
# Build nntrainer
subdir('nntrainer')
enable_capi = false
enable_ccapi = false
# Build api
subdir('api')
if get_option('enable-test')
if get_option('platform') == 'android'
warning('test is not supported in android build, test skipped')
else
if gtest_dep.found()
subdir('test')
else
error('test enabled but gtest not found')
endif
endif
endif
if get_option('enable-app')
if get_option('platform') == 'android'
warning('android app is not supported for now, building app skipped')
else
# this is needed for reinforcement application. We can move this to reinforecement app dependency
jsoncpp_dep = dependency('jsoncpp') # jsoncpp
libcurl_dep = dependency('libcurl')
if not tflite_dep.found()
error('Tensorflow-Lite dependency not found')
endif
subdir('Applications')
endif
endif
if get_option('platform') != 'android'
nnstreamer_dep = dependency('nnstreamer')
message('building nnstreamer')
subdir('nnstreamer')
else
warning('android nnstreamer-filter and nnstreamer-trainer are not yet supported, building them is skipped')
endif
if get_option('platform') == 'android'
subdir('jni')
endif
if get_option('platform') != 'none'
message('building for ' + get_option('platform'))
endif