packaging/nntrainer.spec

   1 # Execute gbs with --define "testcoverage 1" in case that you must get unittest coverage statistics
   2 %define         use_cblas 1
   3 %define         nnstreamer_filter 1
   4 %define         nnstreamer_subplugin_path /usr/lib/nnstreamer
   5 %define         use_gym 0
   6 %define         support_ccapi 1
   7 %define         support_nnstreamer_backbone 1
   8 %define         support_tflite_backbone 1
   9 %define         support_tflite_interpreter 1
  10 %define         nntrainerapplicationdir %{_libdir}/nntrainer/bin
  11 %define         gen_input $(pwd)/test/input_gen/genInput.py
  12 %define         support_data_augmentation_opencv 1
  13 %define         configure_subplugin_install_path -Dnnstreamer-subplugin-install-path=%{nnstreamer_subplugin_path}
  14
  15 %bcond_with tizen
  16
  17 # dependency resolution
  18 %if 0%{tizen_version_major}%{tizen_version_minor} >= 65
  19 # (rpm -qi nnstreamer --queryformat '%%{VERSION}' | sed -e 's/\.//g') >= 171
  20
  21 %define         capi_machine_learning_common       capi-machine-learning-common
  22 %define         capi_machine_learning_inference  capi-machine-learning-inference
  23
  24 %define         capi_ml_common_pkg_name          capi-ml-common
  25 %define         capi_ml_inference_pkg_name       capi-ml-inference
  26
  27 %else
  28
  29 %if 0%{tizen_version_major}%{tizen_version_minor} >= 60
  30 # (rpm -qi nnstreamer --queryformat '%%{VERSION}' | sed -e 's/\.//g') >= 160
  31 %define         capi_machine_learning_common     capi-ml-common
  32 %define         capi_machine_learning_inference  capi-nnstreamer
  33
  34 %define         capi_ml_common_pkg_name          capi-nnstreamer
  35 %define         capi_ml_inference_pkg_name       capi-nnstreamer
  36 %else
  37 %{error: nnst_version < 6.0 is not supported}
  38 # shouldn't reach here. Below is for the reference.
  39 # If you prepare ml-common-api.h, below can work though.
  40 %define         capi_machine_learning_inference  capi-nnstreamer
  41 %define         capi_machine_learning_common       capi-nnstreamer
  42
  43 %define         capi_ml_common_pkg_name          capi-nnstreamer
  44 %define         capi_ml_inference_pkg_name       capi-nnstreamer
  45 %endif # 0%{tizen_version_major}%{tizen_version_minor} >= 60
  46
  47 %endif # 0%{tizen_version_major}%{tizen_version_minor} >= 65
  48
  49 Name:           nntrainer
  50 Summary:        Software framework for training neural networks
  51 Version:        0.3.0
  52 Release:        0
  53 Packager:       Jijoong Moon <jijoong.moon@samsung.com>
  54 License:        Apache-2.0
  55 Source0:        nntrainer-%{version}.tar.gz
  56 Source1001:     nntrainer.manifest
  57 %if %{with tizen}
  58 Source1002:     capi-machine-learning-training.manifest
  59 %endif
  60 Source2001:     trainset.tar.gz
  61 Source2002:     valset.tar.gz
  62 Source2003:     testset.tar.gz
  63 Source2004:     label.dat
  64 Source2005:     unittest_layers.tar.gz
  65
  66 BuildRequires:  meson >= 0.50.0
  67 BuildRequires:  openblas-devel
  68 BuildRequires:  iniparser-devel >= 4.1
  69 BuildRequires:  gtest-devel
  70 BuildRequires:  python3
  71 BuildRequires:  python3-numpy
  72
  73 BuildRequires:  %{capi_machine_learning_common}-devel
  74 BuildRequires:  %{capi_machine_learning_inference}-devel
  75
  76 %if 0%{?unit_test}
  77 BuildRequires:  ssat >= 1.1.0
  78 %endif
  79
  80 # OpenAI interface
  81 %define enable_gym -Duse_gym=false
  82 %if 0%{?use_gym}
  83 BuildRequires:  gym-http-api-devel
  84 %define enable_gym -Duse_gym=true
  85 %endif
  86
  87 %if 0%{?testcoverage}
  88 # to be compatible with gcc-9, lcov should have a higher version than 1.14.1
  89 BuildRequires: lcov
  90 # BuildRequires:        taos-ci-unittest-coverage-assessment
  91 %endif
  92
  93 %if 0%{?support_data_augmentation_opencv}
  94 BuildRequires: opencv-devel
  95 %endif
  96
  97 %if %{with tizen}
  98 BuildRequires:  pkgconfig(capi-system-info)
  99 BuildRequires:  pkgconfig(capi-base-common)
 100 BuildRequires:  pkgconfig(dlog)
 101
 102 %if 0%{?support_nnstreamer_backbone}
 103 BuildRequires: nnstreamer-tensorflow2-lite
 104
 105 Requires:       nnstreamer-tensorflow2-lite
 106 %endif # support_nnstreamer_backbone
 107
 108 %if 0%{?support_tflite_backbone}
 109 BuildRequires: tensorflow2-lite-devel
 110 %endif # support_tflite_backbone
 111
 112 %if 0%{?support_tflite_interpreter}
 113 BuildRequires: tensorflow2-lite-devel
 114 %endif # support_tflite_interpreter
 115
 116 %define enable_nnstreamer_tensor_filter -Denable-nnstreamer-tensor-filter=false
 117
 118 %if  0%{?nnstreamer_filter}
 119 BuildRequires:  nnstreamer-devel
 120 %define enable_nnstreamer_tensor_filter -Denable-nnstreamer-tensor-filter=true
 121
 122 %if 0%{?unit_test}
 123 BuildRequires:  nnstreamer-test-devel
 124 BuildRequires:  gst-plugins-good-extra
 125 BuildRequires:  python
 126 %endif #unit_test
 127 %endif #nnstreamer_filter
 128 %endif  # tizen
 129
 130 Requires:       nntrainer-core = %{version}-%{release}
 131
 132 %if 0%{?nnstreamer_filter}
 133 Requires:       nnstreamer-nntrainer = %{version}-%{release}
 134 %endif #nnstreamer_filter
 135 %if %{with tizen}
 136 Requires:       capi-machine-learning-training = %{version}-%{release}
 137 %endif #tizen
 138
 139 %description
 140 NNtrainer Meta package for tizen
 141
 142 %package core
 143 Summary:        Software framework for training neural networks
 144 Requires:       iniparser >= 4.1
 145 Requires:       libopenblas_pthreads0
 146
 147 %description core
 148 NNtrainer is Software Framework for Training Neural Network Models on Devices.
 149
 150 %package devel
 151 Summary:        Development package for custom nntrainer developers
 152 Requires:       nntrainer = %{version}-%{release}
 153 Requires:       openblas-devel
 154 Requires:       %{capi_machine_learning_common}-devel
 155
 156 %description devel
 157 Development package for custom nntrainer developers.
 158 This contains corresponding header files and .pc pkgconfig file.
 159
 160 %package devel-static
 161 Summary:        Static library for nntrainer-devel package
 162 Requires:       nntrainer-devel = %{version}-%{release}
 163 %description devel-static
 164 Static library package of nntrainer-devel
 165
 166 %package applications
 167 Summary:        NNTrainer Examples
 168 Requires:       nntrainer = %{version}-%{release}
 169 Requires:       %{capi_machine_learning_inference}
 170 Requires:       nnstreamer-tensorflow2-lite
 171 BuildRequires:  nnstreamer-test-devel
 172 BuildRequires:  nnstreamer-tensorflow2-lite
 173 BuildRequires:  tensorflow2-lite-devel
 174 BuildRequires:  pkgconfig(jsoncpp)
 175 BuildRequires:  pkgconfig(libcurl)
 176 BuildRequires:  pkgconfig(dlog)
 177 BuildRequires:  %{capi_machine_learning_inference}-devel
 178 BuildRequires:  glib2-devel
 179 BuildRequires:  gstreamer-devel
 180
 181 %description applications
 182 NNTrainer Examples for test purpose.
 183
 184 %if 0%{?testcoverage}
 185 %package unittest-coverage
 186 Summary:        NNTrainer UnitTest Coverage Analysis Result
 187
 188 %description unittest-coverage
 189 HTML pages of lcov results of NNTrainer generated during rpmbuild
 190 %endif
 191
 192 %if %{with tizen}
 193 %package -n capi-machine-learning-training
 194 Summary:         Tizen Native API for NNTrainer
 195 Group:           Machine Learning/ML Framework
 196 Requires:        %{name} = %{version}-%{release}
 197 %description -n capi-machine-learning-training
 198 Tizen Native API wrapper for NNTrainer.
 199 You can train neural networks efficiently.
 200
 201 %post -n capi-machine-learning-training -p /sbin/ldconfig
 202 %postun -n capi-machine-learning-training -p /sbin/ldconfig
 203
 204 %package -n capi-machine-learning-training-devel
 205 Summary:         Tizen Native API Devel Kit for NNTrainer
 206 Group:           Machine Learning/ML Framework
 207 Requires:        capi-machine-learning-training = %{version}-%{release}
 208 Requires:        %{capi_machine_learning_common}-devel
 209 %description -n capi-machine-learning-training-devel
 210 Developmental kit for Tizen Native NNTrainer API.
 211
 212 %package -n capi-machine-learning-training-devel-static
 213 Summary:         Static library for Tizen Native API
 214 Group:           Machine Learning/ML Framework
 215 Requires:        capi-machine-learning-training-devel = %{version}-%{release}
 216 %description -n capi-machine-learning-training-devel-static
 217 Static library of capi-machine-learning-training-devel package.
 218
 219 %package tizen-internal-devel
 220 Summary:        Tizen internal headers for Tizen Machine Learning Training API
 221 Group:          Machine Learning/ML Framework
 222 Requires:       capi-machine-learning-training-devel = %{version}-%{release}
 223 %description tizen-internal-devel
 224 Tizen internal headers for Tizen Machine Learning Training API.
 225
 226 %if 0%{?support_ccapi}
 227 %package -n ccapi-machine-learning-training
 228 Summary:         Tizen Native API for NNTrainer
 229 Group:           Machine Learning/ML Framework
 230 Requires:        %{name} = %{version}-%{release}
 231 %description -n ccapi-machine-learning-training
 232 Tizen Native API wrapper for NNTrainer.
 233 You can train neural networks efficiently.
 234
 235 %post -n ccapi-machine-learning-training -p /sbin/ldconfig
 236 %postun -n ccapi-machine-learning-training -p /sbin/ldconfig
 237
 238 %package -n ccapi-machine-learning-training-devel
 239 Summary:         Tizen Native API Devel Kit for NNTrainer
 240 Group:           Machine Learning/ML Framework
 241 Requires:        ccapi-machine-learning-training = %{version}-%{release}
 242 %description -n ccapi-machine-learning-training-devel
 243 Developmental kit for Tizen Native NNTrainer API.
 244
 245 %package -n ccapi-machine-learning-training-devel-static
 246 Summary:         Static library for Tizen c++ API
 247 Group:           Machine Learning/ML Framework
 248 Requires:        ccapi-machine-learning-training-devel = %{version}-%{release}
 249 %description -n ccapi-machine-learning-training-devel-static
 250 Static library of ccapi-machine-learning-training-devel package.
 251 %endif
 252
 253 %if 0%{?nnstreamer_filter}
 254 %package -n nnstreamer-nntrainer
 255 Summary: NNStreamer NNTrainer support
 256 Requires: %{name} = %{version}-%{release}
 257 Requires:       nnstreamer
 258 %description -n nnstreamer-nntrainer
 259 NNSteamer tensor filter for nntrainer to support inference.
 260
 261 %package -n nnstreamer-nntrainer-devel-static
 262 Summary: NNStreamer NNTrainer support
 263 Requires: nntrainer-devel-static = %{version}-%{release}
 264 Requires:       nnstreamer-nntrainer = %{version}-%{release}
 265 %description -n nnstreamer-nntrainer-devel-static
 266 NNSteamer tensor filter static package for nntrainer to support inference.
 267 %endif #nnstreamer_filter
 268
 269 %endif #tizen
 270
 271 ## Define build options
 272 %define platform -Dplatform=tizen
 273 %define enable_tizen_feature_check -Denable-tizen-feature-check=true -Dtizen-version-major=0%{?tizen_version_major} -Dtizen-version-minor=0%{?tizen_version_minor}
 274 %define install_app -Dinstall-app=true
 275 %define enable_ccapi -Denable-ccapi=false
 276 %define enable_nnstreamer_backbone -Denable-nnstreamer-backbone=false
 277 %define enable_tflite_backbone -Denable-tflite-backbone=false
 278 %define enable_tflite_interpreter -Denable-tflite-interpreter=false
 279 %define enable_profile -Denable-profile=false
 280 %define capi_ml_pkg_dep_resolution -Dcapi-ml-inference-actual=%{?capi_ml_inference_pkg_name} -Dcapi-ml-common-actual=%{?capi_ml_common_pkg_name}
 281 %define enable_reduce_tolerance -Dreduce-tolerance=true
 282 %define enable_debug -Denable-debug=false
 283
 284 # enable full tolerance on the CI
 285 %if 0%{?unit_test}
 286 %define enable_reduce_tolerance -Dreduce-tolerance=false
 287 %endif
 288
 289 # enable debug on the CI for build
 290 %if 0%{?unit_test}
 291 %define enable_debug -Denable-debug=true
 292 %endif
 293
 294 %if %{with tizen}
 295 %define platform -Dplatform=tizen
 296
 297 %if 0%{?support_ccapi}
 298 %define enable_ccapi -Denable-ccapi=true
 299 %endif # support_ccapi
 300 %endif # tizen
 301
 302 # Using cblas for Matrix calculation
 303 %if 0%{?use_cblas}
 304 %define enable_cblas -Denable-blas=true
 305 %endif
 306
 307 %if 0%{?support_nnstreamer_backbone}
 308 %define enable_nnstreamer_backbone -Denable-nnstreamer-backbone=true
 309 %endif
 310
 311 %if 0%{?support_tflite_backbone}
 312 %define enable_tflite_backbone -Denable-tflite-backbone=true
 313 %endif
 314
 315 %if 0%{?unit_test}
 316 %define enable_profile -Denable-profile=true
 317 %endif
 318
 319 %if 0%{?support_tflite_interpreter}
 320 %define enable_tflite_interpreter -Denable-tflite-interpreter=true
 321 %endif
 322
 323 %prep
 324 %setup -q
 325 cp %{SOURCE1001} .
 326 cp %{SOURCE2001} .
 327 cp %{SOURCE2002} .
 328 cp %{SOURCE2003} .
 329 cp %{SOURCE2004} .
 330 cp %{SOURCE2005} .
 331
 332 %if %{with tizen}
 333 cp %{SOURCE1002} .
 334 %endif
 335
 336 %build
 337 CXXFLAGS=`echo $CXXFLAGS | sed -e "s|-std=gnu++11||"`
 338
 339 %if 0%{?testcoverage}
 340 CXXFLAGS="${CXXFLAGS} -fprofile-arcs -ftest-coverage"
 341 CFLAGS="${CFLAGS} -fprofile-arcs -ftest-coverage"
 342 %endif
 343
 344 # Add backward competibility for tizen < 6
 345 %if 0%{tizen_version_major} < 6
 346 ln -sf %{_includedir}/nnstreamer/nnstreamer.h %{_includedir}/nnstreamer/ml-api-common.h
 347 ln -sf %{_libdir}/pkgconfig/capi-nnstreamer.pc %{_libdir}/pkgconfig/capi-ml-common.pc
 348 %endif
 349
 350 mkdir -p build
 351 meson --buildtype=plain --prefix=%{_prefix} --sysconfdir=%{_sysconfdir} \
 352       --libdir=%{_libdir} --bindir=%{nntrainerapplicationdir} \
 353       --includedir=%{_includedir} %{install_app} %{platform} \
 354       %{enable_tizen_feature_check} %{enable_cblas} %{enable_ccapi} \
 355       %{enable_gym} %{enable_nnstreamer_tensor_filter} %{enable_profile} \
 356       %{enable_nnstreamer_backbone} %{enable_tflite_backbone} \
 357       %{enable_tflite_interpreter} %{capi_ml_pkg_dep_resolution} \
 358       %{enable_reduce_tolerance} %{configure_subplugin_install_path} %{enable_debug}  build
 359
 360 ninja -C build %{?_smp_mflags}
 361
 362 %if 0%{?unit_test}
 363 export NNSTREAMER_CONF=$(pwd)/test/nnstreamer/nnstreamer-test.ini
 364 export NNSTREAMER_FILTERS=$(pwd)/build/nnstreamer/tensor_filter
 365 meson test -C build -t 2.0 --print-errorlogs
 366
 367 # unittest for nntrainer plugin for nnstreamer
 368 # todo: migrate this to meson test soon
 369 %if 0%{?nnstreamer_filter}
 370 pushd test/nnstreamer
 371 ssat
 372 popd
 373 %endif #nnstreamer_filter
 374 %endif #unit_test
 375
 376 %install
 377 DESTDIR=%{buildroot} ninja -C build %{?_smp_mflags} install
 378
 379 %if 0%{?testcoverage}
 380 ##
 381 # The included directories are:
 382 #
 383 # api: nnstreamer api
 384 # gst: the nnstreamer elements
 385 # nnstreamer_example: custom plugin examples
 386 # common: common libraries for gst (elements)
 387 # include: common library headers and headers for external code (packaged as "devel")
 388 #
 389 # Intentionally excluded directories are:
 390 #
 391 # tests: We are not going to show testcoverage of the test code itself or example applications
 392
 393 %if %{with tizen}
 394 %define testtarget $(pwd)/api/capi
 395 %else
 396 %define testtarget
 397 %endif
 398
 399 # 'lcov' generates the date format with UTC time zone by default. Let's replace UTC with KST.
 400 # If you ccan get a root privilege, run ln -sf /usr/share/zoneinfo/Asia/Seoul /etc/localtime
 401 TZ='Asia/Seoul'; export TZ
 402 $(pwd)/test/unittestcoverage.py module $(pwd)/nntrainer %testtarget
 403
 404 # Get commit info
 405 VCS=`cat ${RPM_SOURCE_DIR}/nntrainer.spec | grep "^VCS:" | sed "s|VCS:\\W*\\(.*\\)|\\1|"`
 406
 407 # Create human readable unit test coverage report web page.
 408 # Create null gcda files if gcov didn't create it because there is completely no unit test for them.
 409 find . -name "*.gcno" -exec sh -c 'touch -a "${1%.gcno}.gcda"' _ {} \;
 410 # Remove gcda for meaningless file (CMake's autogenerated)
 411 find . -name "CMakeCCompilerId*.gcda" -delete
 412 find . -name "CMakeCXXCompilerId*.gcda" -delete
 413 #find . -path "/build/*.j
 414
 415 # Generate report
 416 lcov -t 'NNTrainer Unit Test Coverage' -o unittest.info -c -d . -b %{_builddir}/%{name}-%{version}/build \
 417     --include "*/nntrainer/*" \
 418     --include "*/api/*" \
 419     --exclude "*/tensorflow*" \
 420     --exclude "*/Applications/*" \
 421     --exclude "*/test/*" \
 422     --exclude "*/meson*/*" \
 423     --exclude "*/nntrainer_logger.cpp" \
 424     --exclude "*/tf_schema_generated.h" \
 425     --exclude "*/nnstreamer_layer.*"
 426 # nnstreamer layer is untestable here
 427
 428 # Visualize the report
 429 genhtml -o result unittest.info -t "nntrainer %{version}-%{release} ${VCS}" --ignore-errors source -p ${RPM_BUILD_DIR}
 430
 431 mkdir -p %{buildroot}%{_datadir}/nntrainer/unittest/
 432 cp -r result %{buildroot}%{_datadir}/nntrainer/unittest/
 433 %endif  # test coverage
 434
 435 %post -p /sbin/ldconfig
 436 %postun -p /sbin/ldconfig
 437
 438 %files
 439
 440 %files core
 441 %manifest nntrainer.manifest
 442 %defattr(-,root,root,-)
 443 %license LICENSE
 444 %{_libdir}/libnntrainer.so
 445 %config %{_sysconfdir}/nntrainer.ini
 446
 447 %files devel
 448 # node exporter and its dependencies
 449 %{_includedir}/nntrainer/nntrainer_error.h
 450 %{_includedir}/nntrainer/connection.h
 451 %{_includedir}/nntrainer/common_properties.h
 452 %{_includedir}/nntrainer/base_properties.h
 453 %{_includedir}/nntrainer/node_exporter.h
 454 # tensor headers
 455 %{_includedir}/nntrainer/tensor.h
 456 %{_includedir}/nntrainer/tensor_wrap_specs.h
 457 # @todo: update dataset headers
 458 %{_includedir}/nntrainer/databuffer.h
 459 %{_includedir}/nntrainer/databuffer_factory.h
 460 # layer headers
 461 %{_includedir}/nntrainer/layer_context.h
 462 %{_includedir}/nntrainer/layer_devel.h
 463 %{_includedir}/nntrainer/layer_impl.h
 464 # custom layer kits
 465 %{_includedir}/nntrainer/app_context.h
 466 # optimizer headers
 467 %{_includedir}/nntrainer/optimizer_context.h
 468 %{_includedir}/nntrainer/optimizer_devel.h
 469 %{_includedir}/nntrainer/optimizer_impl.h
 470 %{_libdir}/pkgconfig/nntrainer.pc
 471 # update this to enable external applications
 472 # @todo filter out headers that should be hidden, and classifiy in the appropriate place if not
 473 %{_includedir}/nntrainer/util_func.h
 474
 475 %files devel-static
 476 %{_libdir}/libnntrainer*.a
 477 %exclude %{_libdir}/libcapi*.a
 478
 479 %if %{with tizen}
 480 %files -n capi-machine-learning-training
 481 %manifest capi-machine-learning-training.manifest
 482 %license LICENSE
 483 %{_libdir}/libcapi-nntrainer.so
 484
 485 %files -n capi-machine-learning-training-devel
 486 %{_includedir}/nntrainer/nntrainer.h
 487 %{_includedir}/nntrainer/nntrainer-api-common.h
 488 %{_libdir}/pkgconfig/capi-ml-training.pc
 489
 490 %files -n capi-machine-learning-training-devel-static
 491 %{_libdir}/libcapi-nntrainer.a
 492
 493 %files tizen-internal-devel
 494 %{_includedir}/nntrainer/nntrainer-tizen-internal.h
 495
 496 %if 0%{?support_ccapi}
 497 %files -n ccapi-machine-learning-training
 498 %manifest capi-machine-learning-training.manifest
 499 %license LICENSE
 500 %{_libdir}/libccapi-nntrainer.so
 501
 502 %files -n ccapi-machine-learning-training-devel
 503 %{_includedir}/nntrainer/model.h
 504 %{_includedir}/nntrainer/layer.h
 505 %{_includedir}/nntrainer/optimizer.h
 506 %{_includedir}/nntrainer/dataset.h
 507 %{_includedir}/nntrainer/tensor_dim.h
 508 %{_libdir}/pkgconfig/ccapi-ml-training.pc
 509
 510 %files -n ccapi-machine-learning-training-devel-static
 511 %{_libdir}/libccapi-nntrainer.a
 512 %endif # support_ccapi
 513
 514 %if 0%{?nnstreamer_filter}
 515 %files -n nnstreamer-nntrainer
 516 %manifest nntrainer.manifest
 517 %defattr(-,root,root,-)
 518 %license LICENSE
 519 %{nnstreamer_subplugin_path}/filters/libnnstreamer_filter_nntrainer.so
 520
 521 %files -n nnstreamer-nntrainer-devel-static
 522 %manifest nntrainer.manifest
 523 %defattr(-,root,root,-)
 524 %license LICENSE
 525 %{_libdir}/libnnstreamer_filter_nntrainer.a
 526
 527 %endif #nnstreamer_filter
 528 %endif #tizen
 529
 530 %files applications
 531 %manifest nntrainer.manifest
 532 %defattr(-,root,root,-)
 533 %license LICENSE
 534 %{_libdir}/nntrainer/bin/applications/*
 535
 536 %if 0%{?testcoverage}
 537 %files unittest-coverage
 538 %{_datadir}/nntrainer/unittest/*
 539 %endif
 540
 541 %changelog
 542 * Fri Sep 24 2021 Jijoong Moon <jijoong.moon@samsung.com>
 543 - Release of 0.3.0
 544 * Wed Jun 02 2021 Jijoong Moon <jijoong.moon@samsung.com>
 545 - Release of 0.2.0
 546 * Wed Sep 23 2020 Jijoong Moon <jijoong.moon@samsung.com>
 547 - Release of 0.1.1
 548 * Mon Aug 10 2020 Jijoong Moon <jijoong.moon@samsung.com>
 549 - Release of 0.1.0.rc1
 550 * Wed Mar 18 2020 Jijoong Moon <jijoong.moon@samsung.com>
 551 - packaged nntrainer