Thanks Stephan. Hongxu, did you miss this?
../Randy On 2021-12-21 3:42 a.m., Julien STEPHAN wrote:
Adding 2.6.1 tensorflow-lite recipe. This recipe is directly based on the corresponding 2.6.1 tensorflow recipe. It has been build tested with latest honister and tested on several mediatek soc using benchmark_model and label_image (C++ and python) Signed-off-by: Julien STEPHAN <[email protected]> --- .../tensorflow/tensorflow-lite_2.6.1.bb | 156 ++++++++++++++++++ 1 file changed, 156 insertions(+) create mode 100644 recipes-framework/tensorflow/tensorflow-lite_2.6.1.bb diff --git a/recipes-framework/tensorflow/tensorflow-lite_2.6.1.bb b/recipes-framework/tensorflow/tensorflow-lite_2.6.1.bb new file mode 100644 index 0000000..104e5a3 --- /dev/null +++ b/recipes-framework/tensorflow/tensorflow-lite_2.6.1.bb @@ -0,0 +1,156 @@ +include tensorflow.inc + +SRC_URI += " \ + file://0001-add-yocto-toolchain-to-support-cross-compiling.patch \ + file://0001-fix-build-tensorflow-lite-examples-label_image-label.patch \ + file://0001-label_image-tweak-default-model-location.patch \ + file://0001-label_image.lite-tweak-default-model-location.patch \ + file://0001-CheckFeatureOrDie-use-warning-to-avoid-die.patch \ + file://0001-support-32-bit-x64-and-arm-for-yocto.patch \ + file://0001-Revert-set-distinct_host_configuration-false-by-defa.patch \ + file://0001-fix-default-Bazel-toolchain-not-work.patch \ + file://0001-distutils-is-deprecated-in-Python-3.10-cross.patch \ + file://BUILD.in \ + file://BUILD.yocto_compiler \ + file://cc_config.bzl.tpl \ + file://yocto_compiler_configure.bzl \ + " + +SRC_URI += "https://storage.googleapis.com/download.tensorflow.org/models/inception_v3_2016_08_28_frozen.pb.tar.gz;name=model-inv3"; +SRC_URI[model-inv3.md5sum] = "a904ddf15593d03c7dd786d552e22d73" +SRC_URI[model-inv3.sha256sum] = "7045b72a954af4dce36346f478610acdccbf149168fa25c78e54e32f0c723d6d" + +SRC_URI += "https://storage.googleapis.com/download.tensorflow.org/models/tflite/mobilenet_v1_1.0_224_quant_and_labels.zip;name=model-mobv1"; +SRC_URI[model-mobv1.md5sum] = "38ac0c626947875bd311ef96c8baab62" +SRC_URI[model-mobv1.sha256sum] = "2f8054076cf655e1a73778a49bd8fd0306d32b290b7e576dda9574f00f186c0f" + +RDEPENDS:${PN} += " \ + python3 \ + python3-core \ + python3-numpy \ +" + +export PYTHON_BIN_PATH="${PYTHON}" +export PYTHON_LIB_PATH="${STAGING_LIBDIR_NATIVE}/${PYTHON_DIR}/site-packages" + +export CROSSTOOL_PYTHON_INCLUDE_PATH="${STAGING_INCDIR}/python${PYTHON_BASEVERSION}${PYTHON_ABI}" + +do_configure:append () { + if [ ! -e ${CROSSTOOL_PYTHON_INCLUDE_PATH}/pyconfig-target.h ];then + mv ${CROSSTOOL_PYTHON_INCLUDE_PATH}/pyconfig.h ${CROSSTOOL_PYTHON_INCLUDE_PATH}/pyconfig-target.h + fi + + install -m 644 ${STAGING_INCDIR_NATIVE}/python${PYTHON_BASEVERSION}${PYTHON_ABI}/pyconfig.h \ + ${CROSSTOOL_PYTHON_INCLUDE_PATH}/pyconfig-native.h + + cat > ${CROSSTOOL_PYTHON_INCLUDE_PATH}/pyconfig.h <<ENDOF +#if defined (_PYTHON_INCLUDE_TARGET) +#include "pyconfig-target.h" +#elif defined (_PYTHON_INCLUDE_NATIVE) +#include "pyconfig-native.h" +#else +#error "_PYTHON_INCLUDE_TARGET or _PYTHON_INCLUDE_NATIVE is not defined" +#endif // End of #if defined (_PYTHON_INCLUDE_TARGET) + +ENDOF + + mkdir -p ${S}/third_party/toolchains/yocto/ + sed "s#%%CPU%%#${BAZEL_TARGET_CPU}#g" ${WORKDIR}/BUILD.in > ${S}/third_party/toolchains/yocto/BUILD + chmod 644 ${S}/third_party/toolchains/yocto/BUILD + install -m 644 ${WORKDIR}/cc_config.bzl.tpl ${S}/third_party/toolchains/yocto/ + install -m 644 ${WORKDIR}/yocto_compiler_configure.bzl ${S}/third_party/toolchains/yocto/ + install -m 644 ${WORKDIR}/BUILD.yocto_compiler ${S} + + CT_NAME=$(echo ${HOST_PREFIX} | rev | cut -c 2- | rev) + SED_COMMAND="s#%%CT_NAME%%#${CT_NAME}#g" + SED_COMMAND="${SED_COMMAND}; s#%%WORKDIR%%#${WORKDIR}#g" + SED_COMMAND="${SED_COMMAND}; s#%%YOCTO_COMPILER_PATH%%#${BAZEL_OUTPUTBASE_DIR}/external/yocto_compiler#g" + + sed -i "${SED_COMMAND}" ${S}/BUILD.yocto_compiler \ + ${S}/WORKSPACE + + ${TF_CONFIG} \ + ./configure +} + +TF_TARGET_EXTRA ??= "" + +export CUSTOM_BAZEL_FLAGS = " \ + ${TF_ARGS_EXTRA} \ + --jobs=auto \ + -c opt \ + --cpu=${BAZEL_TARGET_CPU} \ + --crosstool_top=@local_config_yocto_compiler//:toolchain \ + --host_crosstool_top=@bazel_tools//tools/cpp:toolchain \ +" + +do_compile () { + export CT_NAME=$(echo ${HOST_PREFIX} | rev | cut -c 2- | rev) + unset CC + + ${BAZEL} build \ + ${CUSTOM_BAZEL_FLAGS} \ + --copt -DTF_LITE_DISABLE_X86_NEON --copt -DMESA_EGL_NO_X11_HEADERS \ + tensorflow/lite:libtensorflowlite.so \ + tensorflow/lite/tools/benchmark:benchmark_model \ + //tensorflow/lite/examples/label_image:label_image \ + ${TF_TARGET_EXTRA} + + # build pip package + ${S}/tensorflow/lite/tools/pip_package/build_pip_package_with_bazel.sh + +} + +do_install() { + install -d ${D}${libdir} + install -m 644 ${S}/bazel-bin/tensorflow/lite/libtensorflowlite.so \ + ${D}${libdir} + + install -d ${D}${sbindir} + install -m 755 ${S}/bazel-bin/tensorflow/lite/tools/benchmark/benchmark_model \ + ${D}${sbindir} + + install -m 755 ${S}/bazel-bin/tensorflow/lite/examples/label_image/label_image \ + ${D}${sbindir}/label_image + + install -d ${D}${datadir}/label_image + install -m 644 ${WORKDIR}/imagenet_slim_labels.txt ${D}${datadir}/label_image + install -m 644 ${WORKDIR}/inception_v3_2016_08_28_frozen.pb \ + ${D}${datadir}/label_image + install -m 644 ${S}/tensorflow/examples/label_image/data/grace_hopper.jpg \ + ${D}${datadir}/label_image + + install -m 644 ${WORKDIR}/labels_mobilenet_quant_v1_224.txt ${D}${datadir}/label_image + install -m 644 ${WORKDIR}/mobilenet_v1_1.0_224_quant.tflite \ + ${D}${datadir}/label_image + install -m 644 ${S}/tensorflow/lite/examples/label_image/testdata/grace_hopper.bmp \ + ${D}${datadir}/label_image + + + #echo "Installing pip package" + install -d ${D}/${PYTHON_SITEPACKAGES_DIR} + ${STAGING_BINDIR_NATIVE}/pip3 install --disable-pip-version-check -v \ + -t ${D}/${PYTHON_SITEPACKAGES_DIR} --no-cache-dir --no-deps \ + ${S}/tensorflow/lite/tools/pip_package/gen/tflite_pip/python3/dist/tflite_runtime-${PV}-*.whl + +} + +FILES:${PN} += "${libdir} ${sbindir} ${datadir}/*" +INSANE_SKIP:${PN} += "dev-so \ + already-stripped \ + " + +SOLIBS = ".so" +FILES_SOLIBSDEV = "" +ALLOW_EMPTY:${PN} = "1" + +FILES:${PN} += "${libdir} /home/root/*" + +inherit siteinfo unsupportarch +python __anonymous() { + if d.getVar("SITEINFO_ENDIANNESS") == 'be': + msg = "\nIt failed to use pre-build model to do predict/inference on big-endian platform" + msg += "\n(such as qemumips), since upstream does not support big-endian very well." + msg += "\nDetails: https://github.com/tensorflow/tensorflow/issues/16364"; + bb.warn(msg) +}
-- # Randy MacLeod # Wind River Linux
-=-=-=-=-=-=-=-=-=-=-=- Links: You receive all messages sent to this group. View/Reply Online (#55655): https://lists.yoctoproject.org/g/yocto/message/55655 Mute This Topic: https://lists.yoctoproject.org/mt/87873857/21656 Group Owner: [email protected] Unsubscribe: https://lists.yoctoproject.org/g/yocto/unsub [[email protected]] -=-=-=-=-=-=-=-=-=-=-=-
