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 <jstephan@...>
---
.../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)
+}