| Message ID | 20230316083440.3466725-10-james.hilliard1@gmail.com |
|---|---|
| State | New |
| Headers | show |
| Series | [v6,01/10] package/cpuinfo: new package | expand |
Hi James, all!
Thanks for the update.
To optinally build and install the label_image example, i created the following patch:
(It builds, and the example run on target hardware (aarch64).)
diff --git a/package/tensorflow-lite/Config.in b/package/tensorflow-lite/Config.in
index 8685ec0c71..e518ba28c6 100644
--- a/package/tensorflow-lite/Config.in
+++ b/package/tensorflow-lite/Config.in
@@ -34,3 +34,8 @@ comment "tensorflow-lite needs a toolchain w/ glibc, C++17, threads"
comment "tensorflow-lite needs a toolchain w/ shared libraries"
depends on !BR2_SHARED_LIBS
+
+if BR2_PACKAGE_TENSORFLOW_LITE
+config BR2_PACKAGE_TENSORFLOW_LITE_BUILD_EXAMPLE
+ bool "Build tensorflow-lite's label_image example"
+endif
diff --git a/package/tensorflow-lite/tensorflow-lite.mk b/package/tensorflow-lite/tensorflow-lite.mk
index 433eff3242..5dd29f8df0 100644
--- a/package/tensorflow-lite/tensorflow-lite.mk
+++ b/package/tensorflow-lite/tensorflow-lite.mk
@@ -56,4 +56,17 @@ else
TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_XNNPACK=OFF
endif
+
+ifeq ($(BR2_PACKAGE_TENSORFLOW_LITE_BUILD_EXAMPLE),y)
+define TENSORFLOW_LITE_EXAMPLE_BUILD_CMDS
+ $(TARGET_MAKE_ENV) $(BR2_CMAKE) --build $(TENSORFLOW_LITE_BUILDDIR) -t label_image
+endef
+TENSORFLOW_LITE_POST_BUILD_HOOKS += TENSORFLOW_LITE_EXAMPLE_BUILD_CMDS
+
+define TENSORFLOW_LITE_INSTALL_TARGET_EXAMPLE
+ $(INSTALL) -D -m0755 $(@D)/tensorflow/lite/buildroot-build/examples/label_image/label_image $(TARGET_DIR)/usr/bin/label_image
+endef
+TENSORFLOW_LITE_POST_INSTALL_TARGET_HOOKS += TENSORFLOW_LITE_INSTALL_TARGET_EXAMPLE
+endif
+
$(eval $(cmake-package))
Signed-off-by: Stefan Hager <stefan.hager@ginzinger.com>
Best regards
Stefan
>From: James Hilliard <james.hilliard1@gmail.com>
>Sent: Thursday, March 16, 2023 09:34
>To: buildroot@buildroot.org <buildroot@buildroot.org>
>Cc: Thomas Petazzoni <thomas.petazzoni@bootlin.com>; Samuel Martin <s.martin49@gmail.com>; Hager Stefan <Stefan.Hager@ginzinger.com>; James Hilliard <james.hilliard1@gmail.com>
>Subject: [PATCH v6 10/10] package/tensorflow-lite: new package
>
>From: Stefan Hager <stefan.hager@ginzinger.com>
>
>This package adds the tensorflow lite runtime to buildroot.
>
>Tested-by: Stefan Hager <stefan.hager@ginzinger.com>
>Signed-off-by: Stefan Hager <stefan.hager@ginzinger.com>
>Signed-off-by: James Hilliard <james.hilliard1@gmail.com>
>---
>Changes v5 -> v6:
> - update patches
> - add architecture dependency
> - backport system farmhash patch
>Changes v3 -> v4:
> - fix min gcc version
> - enable xnnpack
>Changes v2 -> v3:
> - drop architecture restrictions which appear inaccurate after adding neon-2-sse
> - disable android only nnapi
>Changes v1 -> v2:
> - fix label_image build
> - more explicit cmake config
>---
> DEVELOPERS | 1 +
> package/Config.in | 1 +
> .../0001-lite-Update-CMakeLists.txt.patch | 49 ++++++++++++
> ...dd-SYSTEM_FARMHASH-cmake-config-flag.patch | 74 +++++++++++++++++++
> .../0003-Fix-FindFlatBuffers-cmake-file.patch | 51 +++++++++++++
> ...ink-tensorflow-lite-against-gemmlowp.patch | 32 ++++++++
> package/tensorflow-lite/Config.in | 36 +++++++++
> package/tensorflow-lite/tensorflow-lite.hash | 4 +
> package/tensorflow-lite/tensorflow-lite.mk | 59 +++++++++++++++
> 9 files changed, 307 insertions(+)
> create mode 100644 package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch
> create mode 100644 package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch
> create mode 100644 package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch
> create mode 100644 package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch
> create mode 100644 package/tensorflow-lite/Config.in
> create mode 100644 package/tensorflow-lite/tensorflow-lite.hash
> create mode 100644 package/tensorflow-lite/tensorflow-lite.mk
>
>diff --git a/DEVELOPERS b/DEVELOPERS
>index 678c027898..1307949f7a 100644
>--- a/DEVELOPERS
>+++ b/DEVELOPERS
>@@ -2694,6 +2694,7 @@ F: package/gemmlowp/
> F: package/psimd/
> F: package/pthreadpool/
> F: package/ruy/
>+F: package/tensorflow-lite/
> F: package/xnnpack/
>
> N: Stefan Ott <stefan@ott.net>
>diff --git a/package/Config.in b/package/Config.in
>index 8969672e42..45fca4f15d 100644
>--- a/package/Config.in
>+++ b/package/Config.in
>@@ -2158,6 +2158,7 @@ endif
> source "package/sphinxbase/Config.in"
> source "package/startup-notification/Config.in"
> source "package/tbb/Config.in"
>+ source "package/tensorflow-lite/Config.in"
> source "package/tinycbor/Config.in"
> source "package/tl-expected/Config.in"
> source "package/tz/Config.in"
>diff --git a/package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch b/package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch
>new file mode 100644
>index 0000000000..53b5170681
>--- /dev/null
>+++ b/package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch
>@@ -0,0 +1,49 @@
>+From 081c2e4e3cf021efb2853a485a18b563e88f6117 Mon Sep 17 00:00:00 2001
>+From: Terry Heo <terryheo@google.com>
>+Date: Tue, 1 Nov 2022 15:55:30 -0700
>+Subject: [PATCH] lite: Update CMakeLists.txt
>+
>+This changes are needed to build kernel tests.
>+
>+PiperOrigin-RevId: 485439972
>+
>+Signed-off-by: James Hilliard <james.hilliard1@gmail.com>
>+[james.hilliard1@gmail.com: backport from upstream commit
>+081c2e4e3cf021efb2853a485a18b563e88f6117]
>+---
>+ tensorflow/lite/CMakeLists.txt | 7 ++++++-
>+ 1 file changed, 6 insertions(+), 1 deletion(-)
>+
>+diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt
>+index 9dfbb4b72f3..fd8b3faf1e2 100644
>+--- a/tensorflow/lite/CMakeLists.txt
>++++ b/tensorflow/lite/CMakeLists.txt
>+@@ -209,6 +209,9 @@ list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*tflite_with_xnnpack\\.cc$")
>+ # Exclude Flex related files.
>+ list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*with_selected_ops\\.cc$")
>+
>++# Exclude tensorflow_profiler_logger files.
>++list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*tensorflow_profiler_logger\\.cc$")
>++
>+ if(_TFLITE_ENABLE_MMAP)
>+ list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*mmap_allocation_disabled\\.cc$")
>+ else()
>+@@ -222,6 +225,7 @@ if(NOT "${CMAKE_SYSTEM_NAME}" STREQUAL "iOS")
>+ endif()
>+ populate_tflite_source_vars("core" TFLITE_CORE_SRCS)
>+ populate_tflite_source_vars("core/api" TFLITE_CORE_API_SRCS)
>++populate_tflite_source_vars("core/c" TFLITE_CORE_C_SRCS)
>+ populate_tflite_source_vars("c" TFLITE_C_SRCS)
>+ populate_tflite_source_vars("delegates" TFLITE_DELEGATES_SRCS)
>+ if(TFLITE_ENABLE_GPU)
>+@@ -483,6 +487,7 @@ endif()
>+ # TFLite library
>+ set(_ALL_TFLITE_SRCS
>+ ${TFLITE_CORE_API_SRCS}
>++ ${TFLITE_CORE_C_SRCS}
>+ ${TFLITE_CORE_SRCS}
>+ ${TFLITE_C_SRCS}
>+ ${TFLITE_DELEGATES_FLEX_SRCS}
>+--
>+2.34.1
>+
>diff --git a/package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch b/package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch
>new file mode 100644
>index 0000000000..99db29e354
>--- /dev/null
>+++ b/package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch
>@@ -0,0 +1,74 @@
>+From d8451a9048d09692994c40a6f9bc928e70ed79b5 Mon Sep 17 00:00:00 2001
>+From: James Hilliard <james.hilliard1@gmail.com>
>+Date: Mon, 28 Nov 2022 21:36:34 -0700
>+Subject: [PATCH] Add SYSTEM_FARMHASH cmake config flag
>+
>+Since farmhash does not install a cmake package we need to
>+search for the library and headers to use the provided
>+version.
>+
>+Signed-off-by: James Hilliard <james.hilliard1@gmail.com>
>+[james.hilliard1@gmail.com: backport from upstream commit
>+d8451a9048d09692994c40a6f9bc928e70ed79b5]
>+---
>+ tensorflow/lite/g3doc/guide/build_cmake.md | 1 +
>+ .../tools/cmake/modules/Findfarmhash.cmake | 30 +++++++++++++++----
>+ 2 files changed, 26 insertions(+), 5 deletions(-)
>+
>+diff --git a/tensorflow/lite/g3doc/guide/build_cmake.md b/tensorflow/lite/g3doc/guide/build_cmake.md
>+index 6950a365bb8..6de955e70b0 100644
>+--- a/tensorflow/lite/g3doc/guide/build_cmake.md
>++++ b/tensorflow/lite/g3doc/guide/build_cmake.md
>+@@ -81,6 +81,7 @@ variables to point to your library installations.
>+ ```sh
>+ cmake ../tensorflow_src/tensorflow/lite -DTFLITE_ENABLE_INSTALL=ON \
>+ -DCMAKE_FIND_PACKAGE_PREFER_CONFIG=ON \
>++ -DSYSTEM_FARMHASH=ON \
>+ -Dabsl_DIR=<install path>/lib/cmake/absl \
>+ -DEigen3_DIR=<install path>/share/eigen3/cmake \
>+ -DFlatbuffers_DIR=<install path>/lib/cmake/flatbuffers \
>+diff --git a/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake b/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake
>+index 1b0dc28f624..97b43298f13 100644
>+--- a/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake
>++++ b/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake
>+@@ -13,12 +13,32 @@
>+ # See the License for the specific language governing permissions and
>+ # limitations under the License.
>+
>+-# tensorflow-lite uses find_package for this package, so override the system
>+-# installation and build from source instead.
>+-include(farmhash)
>+-if(farmhash_POPULATED)
>++# tensorflow-lite uses find_package for this package, so build from
>++# source if the system version is not enabled.
>++
>++if(SYSTEM_FARMHASH)
>++ include(FindPackageHandleStandardArgs)
>++ find_path(FARMHASH_ROOT_DIR NAMES include/farmhash.h)
>++ find_library(FARMHASH_LIB NAMES farmhash PATHS ${FARMHASH_ROOT_DIR}/lib ${FARMHASH_LIB_PATH})
>++ find_path(FARMHASH_INCLUDE_DIRS NAMES farmhash.h PATHS ${FARMHASH_ROOT_DIR}/include)
>++ find_package_handle_standard_args(farmhash DEFAULT_MSG FARMHASH_LIB FARMHASH_INCLUDE_DIRS)
>++endif()
>++
>++if(farmhash_FOUND)
>++ add_library(farmhash SHARED IMPORTED GLOBAL)
>++ set_target_properties(farmhash PROPERTIES
>++ IMPORTED_LOCATION ${FARMHASH_LIB}
>++ INTERFACE_INCLUDE_DIRECTORIES ${FARMHASH_INCLUDE_DIRS}
>++ )
>++else()
>++ include(farmhash)
>++ if(farmhash_POPULATED)
>++ get_target_property(FARMHASH_INCLUDE_DIRS farmhash INTERFACE_DIRECTORIES)
>++ endif()
>++endif()
>++
>++if(farmhash_FOUND OR farmhash_POPULATED)
>+ set(FARMHASH_FOUND TRUE)
>+- get_target_property(FARMHASH_INCLUDE_DIRS farmhash INTERFACE_DIRECTORIES)
>+ add_library(farmhash::farmhash ALIAS farmhash)
>+ set(FARMHASH_LIBRARIES farmhash::farmhash)
>+ endif()
>+--
>+2.34.1
>+
>diff --git a/package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch b/package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch
>new file mode 100644
>index 0000000000..1d511ca441
>--- /dev/null
>+++ b/package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch
>@@ -0,0 +1,51 @@
>+From d8f98dd9f2b437cca5954b38cb48d9c21733f67d Mon Sep 17 00:00:00 2001
>+From: James Hilliard <james.hilliard1@gmail.com>
>+Date: Thu, 24 Nov 2022 14:29:06 -0700
>+Subject: [PATCH] Fix FindFlatBuffers cmake file
>+
>+Capitalization needs to match for system cmake override to work:
>+https://github.com/google/flatbuffers/blob/v22.11.23/CMake/FindFlatBuffers.cmake
>+
>+Signed-off-by: James Hilliard <james.hilliard1@gmail.com>
>+[james.hilliard1@gmail.com: backport from upstream commit
>+d8f98dd9f2b437cca5954b38cb48d9c21733f67d]
>+---
>+ tensorflow/lite/CMakeLists.txt | 2 +-
>+ tensorflow/lite/g3doc/guide/build_cmake.md | 2 +-
>+ .../modules/{FindFlatbuffers.cmake => FindFlatBuffers.cmake} | 0
>+ 3 files changed, 2 insertions(+), 2 deletions(-)
>+ rename tensorflow/lite/tools/cmake/modules/{FindFlatbuffers.cmake => FindFlatBuffers.cmake} (100%)
>+
>+diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt
>+index f9c30d6a046..c2ee9edfb61 100644
>+--- a/tensorflow/lite/CMakeLists.txt
>++++ b/tensorflow/lite/CMakeLists.txt
>+@@ -143,7 +143,7 @@ find_package(absl REQUIRED)
>+ find_package(Eigen3 REQUIRED)
>+ find_package(farmhash REQUIRED)
>+ find_package(fft2d REQUIRED)
>+-find_package(Flatbuffers REQUIRED)
>++find_package(FlatBuffers REQUIRED)
>+ find_package(gemmlowp REQUIRED)
>+ find_package(NEON_2_SSE REQUIRED)
>+ find_package(cpuinfo REQUIRED) #CPUINFO is used by XNNPACK and RUY library
>+diff --git a/tensorflow/lite/g3doc/guide/build_cmake.md b/tensorflow/lite/g3doc/guide/build_cmake.md
>+index 6950a365bb8..9cb7ebac326 100644
>+--- a/tensorflow/lite/g3doc/guide/build_cmake.md
>++++ b/tensorflow/lite/g3doc/guide/build_cmake.md
>+@@ -83,7 +83,7 @@ cmake ../tensorflow_src/tensorflow/lite -DTFLITE_ENABLE_INSTALL=ON \
>+ -DCMAKE_FIND_PACKAGE_PREFER_CONFIG=ON \
>+ -Dabsl_DIR=<install path>/lib/cmake/absl \
>+ -DEigen3_DIR=<install path>/share/eigen3/cmake \
>+- -DFlatbuffers_DIR=<install path>/lib/cmake/flatbuffers \
>++ -DFlatBuffers_DIR=<install path>/lib/cmake/flatbuffers \
>+ -DNEON_2_SSE_DIR=<install path>/lib/cmake/NEON_2_SSE \
>+ -Dcpuinfo_DIR=<install path>/share/cpuinfo \
>+ -Druy_DIR=<install path>/lib/cmake/ruy
>+diff --git a/tensorflow/lite/tools/cmake/modules/FindFlatbuffers.cmake b/tensorflow/lite/tools/cmake/modules/FindFlatBuffers.cmake
>+similarity index 100%
>+rename from tensorflow/lite/tools/cmake/modules/FindFlatbuffers.cmake
>+rename to tensorflow/lite/tools/cmake/modules/FindFlatBuffers.cmake
>+--
>+2.34.1
>+
>diff --git a/package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch b/package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch
>new file mode 100644
>index 0000000000..d9ad78ef9e
>--- /dev/null
>+++ b/package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch
>@@ -0,0 +1,32 @@
>+From fb584589f707853d85a081c99b1b82598c2631c1 Mon Sep 17 00:00:00 2001
>+From: James Hilliard <james.hilliard1@gmail.com>
>+Date: Thu, 24 Nov 2022 15:10:27 -0700
>+Subject: [PATCH] Don't link tensorflow-lite against gemmlowp
>+
>+We can't link against gemmlowp as it is a header only library.
>+
>+Fixes:
>+/bin/ld: cannot find -lgemmlowp: No such file or directory
>+
>+Signed-off-by: James Hilliard <james.hilliard1@gmail.com>
>+[james.hilliard1@gmail.com: backport from upstream commit
>+fb584589f707853d85a081c99b1b82598c2631c1]
>+---
>+ tensorflow/lite/CMakeLists.txt | 1 -
>+ 1 file changed, 1 deletion(-)
>+
>+diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt
>+index f9c30d6a046..3fe5ed15605 100644
>+--- a/tensorflow/lite/CMakeLists.txt
>++++ b/tensorflow/lite/CMakeLists.txt
>+@@ -560,7 +560,6 @@ target_link_libraries(tensorflow-lite
>+ farmhash
>+ fft2d_fftsg2d
>+ flatbuffers::flatbuffers
>+- gemmlowp
>+ ruy::ruy
>+ pthreadpool
>+ ${CMAKE_DL_LIBS}
>+--
>+2.34.1
>+
>diff --git a/package/tensorflow-lite/Config.in b/package/tensorflow-lite/Config.in
>new file mode 100644
>index 0000000000..8685ec0c71
>--- /dev/null
>+++ b/package/tensorflow-lite/Config.in
>@@ -0,0 +1,36 @@
>+config BR2_PACKAGE_TENSORFLOW_LITE_ARCH_SUPPORTS
>+ bool
>+ default y if BR2_aarch64
>+ default y if BR2_arm
>+ default y if BR2_i386
>+ default y if BR2_x86_64
>+ depends on BR2_PACKAGE_CPUINFO_ARCH_SUPPORTS
>+
>+config BR2_PACKAGE_TENSORFLOW_LITE
>+ bool "tensorflow-lite"
>+ depends on BR2_PACKAGE_TENSORFLOW_LITE_ARCH_SUPPORTS
>+ depends on BR2_INSTALL_LIBSTDCPP
>+ depends on BR2_TOOLCHAIN_GCC_AT_LEAST_7 # C++17
>+ depends on BR2_TOOLCHAIN_HAS_THREADS # cpuinfo
>+ depends on BR2_TOOLCHAIN_USES_GLIBC
>+ depends on BR2_SHARED_LIBS
>+ select BR2_PACKAGE_CPUINFO
>+ select BR2_PACKAGE_EIGEN
>+ select BR2_PACKAGE_FARMHASH
>+ select BR2_PACKAGE_FFT2D
>+ select BR2_PACKAGE_FLATBUFFERS
>+ select BR2_PACKAGE_GEMMLOWP
>+ select BR2_PACKAGE_LIBABSEIL_CPP
>+ select BR2_PACKAGE_NEON_2_SSE
>+ select BR2_PACKAGE_RUY if BR2_PACKAGE_RUY_ARCH_SUPPORTS
>+ select BR2_PACKAGE_XNNPACK if BR2_PACKAGE_XNNPACK_ARCH_SUPPORTS
>+ help
>+ Tensorflow Lite dynamic library and headers: Inference engine
>+ to run previously trained machine learning models.
>+
>+comment "tensorflow-lite needs a toolchain w/ glibc, C++17, threads"
>+ depends on !BR2_TOOLCHAIN_USES_GLIBC || !BR2_INSTALL_LIBSTDCPP || \
>+ !BR2_TOOLCHAIN_GCC_AT_LEAST_7 || !BR2_TOOLCHAIN_HAS_THREADS
>+
>+comment "tensorflow-lite needs a toolchain w/ shared libraries"
>+ depends on !BR2_SHARED_LIBS
>diff --git a/package/tensorflow-lite/tensorflow-lite.hash b/package/tensorflow-lite/tensorflow-lite.hash
>new file mode 100644
>index 0000000000..7d9035707b
>--- /dev/null
>+++ b/package/tensorflow-lite/tensorflow-lite.hash
>@@ -0,0 +1,4 @@
>+# Locally calculated
>+sha256 99c732b92b1b37fc243a559e02f9aef5671771e272758aa4aec7f34dc92dac48 tensorflow-lite-2.11.0.tar.gz
>+# License files, locally calculated
>+sha256 71c6915d04265772a0339bed47276942c678b45cc01534210ebe6984fd1aec65 LICENSE
>diff --git a/package/tensorflow-lite/tensorflow-lite.mk b/package/tensorflow-lite/tensorflow-lite.mk
>new file mode 100644
>index 0000000000..433eff3242
>--- /dev/null
>+++ b/package/tensorflow-lite/tensorflow-lite.mk
>@@ -0,0 +1,59 @@
>+################################################################################
>+#
>+# tensorflow-lite
>+#
>+################################################################################
>+
>+TENSORFLOW_LITE_VERSION = 2.11.0
>+TENSORFLOW_LITE_SITE = $(call github,tensorflow,tensorflow,v$(TENSORFLOW_LITE_VERSION))
>+TENSORFLOW_LITE_INSTALL_STAGING = YES
>+TENSORFLOW_LITE_LICENSE = Apache-2.0
>+TENSORFLOW_LITE_LICENSE_FILES = LICENSE
>+TENSORFLOW_LITE_SUBDIR = tensorflow/lite
>+TENSORFLOW_LITE_SUPPORTS_IN_SOURCE_BUILD = NO
>+TENSORFLOW_LITE_DEPENDENCIES += \
>+ host-pkgconf \
>+ host-flatbuffers \
>+ cpuinfo \
>+ eigen \
>+ farmhash \
>+ fft2d \
>+ flatbuffers \
>+ gemmlowp \
>+ libabseil-cpp \
>+ neon-2-sse
>+
>+TENSORFLOW_LITE_CONF_OPTS = \
>+ -Dabsl_DIR=$(STAGING_DIR)/usr/lib/cmake/absl \
>+ -DBUILD_SHARED_LIBS=ON \
>+ -DCMAKE_CXX_FLAGS="$(TARGET_CXXFLAGS) -I$(STAGING_DIR)/usr/include/gemmlowp" \
>+ -DCMAKE_FIND_PACKAGE_PREFER_CONFIG=ON \
>+ -DCMAKE_POSITION_INDEPENDENT_CODE=ON \
>+ -DEigen3_DIR=$(STAGING_DIR)/usr/share/eigen3/cmake \
>+ -DFETCHCONTENT_FULLY_DISCONNECTED=ON \
>+ -DFETCHCONTENT_QUIET=OFF \
>+ -DFFT2D_SOURCE_DIR=$(STAGING_DIR)/usr/include/fft2d \
>+ -DFlatBuffers_DIR=$(STAGING_DIR)/usr/lib/cmake/flatbuffers \
>+ -DNEON_2_SSE_DIR=$(STAGING_DIR)/usr/lib/cmake/NEON_2_SSE \
>+ -DSYSTEM_FARMHASH=ON \
>+ -DTFLITE_ENABLE_EXTERNAL_DELEGATE=ON \
>+ -DTFLITE_ENABLE_GPU=OFF \
>+ -DTFLITE_ENABLE_INSTALL=ON \
>+ -DTFLITE_ENABLE_MMAP=ON \
>+ -DTFLITE_ENABLE_NNAPI=OFF
>+
>+ifeq ($(BR2_PACKAGE_RUY),y)
>+TENSORFLOW_LITE_DEPENDENCIES += ruy
>+TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_RUY=ON
>+else
>+TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_RUY=OFF
>+endif
>+
>+ifeq ($(BR2_PACKAGE_XNNPACK),y)
>+TENSORFLOW_LITE_DEPENDENCIES += xnnpack
>+TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_XNNPACK=ON -Dxnnpack_POPULATED=ON
>+else
>+TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_XNNPACK=OFF
>+endif
>+
>+$(eval $(cmake-package))
>--
>2.34.1
On Thu, Mar 16, 2023 at 8:43 AM Hager Stefan <Stefan.Hager@ginzinger.com> wrote: > > Hi James, all! > > Thanks for the update. > > To optinally build and install the label_image example, i created the following patch: > (It builds, and the example run on target hardware (aarch64).) Probably better to add a config flag which controls the label_image build: https://github.com/tensorflow/tensorflow/pull/60021 > > diff --git a/package/tensorflow-lite/Config.in b/package/tensorflow-lite/Config.in > index 8685ec0c71..e518ba28c6 100644 > --- a/package/tensorflow-lite/Config.in > +++ b/package/tensorflow-lite/Config.in > @@ -34,3 +34,8 @@ comment "tensorflow-lite needs a toolchain w/ glibc, C++17, threads" > > comment "tensorflow-lite needs a toolchain w/ shared libraries" > depends on !BR2_SHARED_LIBS > + > +if BR2_PACKAGE_TENSORFLOW_LITE > +config BR2_PACKAGE_TENSORFLOW_LITE_BUILD_EXAMPLE > + bool "Build tensorflow-lite's label_image example" > +endif > diff --git a/package/tensorflow-lite/tensorflow-lite.mk b/package/tensorflow-lite/tensorflow-lite.mk > index 433eff3242..5dd29f8df0 100644 > --- a/package/tensorflow-lite/tensorflow-lite.mk > +++ b/package/tensorflow-lite/tensorflow-lite.mk > @@ -56,4 +56,17 @@ else > TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_XNNPACK=OFF > endif > > + > +ifeq ($(BR2_PACKAGE_TENSORFLOW_LITE_BUILD_EXAMPLE),y) > +define TENSORFLOW_LITE_EXAMPLE_BUILD_CMDS > + $(TARGET_MAKE_ENV) $(BR2_CMAKE) --build $(TENSORFLOW_LITE_BUILDDIR) -t label_image > +endef > +TENSORFLOW_LITE_POST_BUILD_HOOKS += TENSORFLOW_LITE_EXAMPLE_BUILD_CMDS > + > +define TENSORFLOW_LITE_INSTALL_TARGET_EXAMPLE > + $(INSTALL) -D -m0755 $(@D)/tensorflow/lite/buildroot-build/examples/label_image/label_image $(TARGET_DIR)/usr/bin/label_image > +endef > +TENSORFLOW_LITE_POST_INSTALL_TARGET_HOOKS += TENSORFLOW_LITE_INSTALL_TARGET_EXAMPLE > +endif > + > $(eval $(cmake-package)) > > Signed-off-by: Stefan Hager <stefan.hager@ginzinger.com> > > Best regards > Stefan > > >From: James Hilliard <james.hilliard1@gmail.com> > >Sent: Thursday, March 16, 2023 09:34 > >To: buildroot@buildroot.org <buildroot@buildroot.org> > >Cc: Thomas Petazzoni <thomas.petazzoni@bootlin.com>; Samuel Martin <s.martin49@gmail.com>; Hager Stefan <Stefan.Hager@ginzinger.com>; James Hilliard <james.hilliard1@gmail.com> > >Subject: [PATCH v6 10/10] package/tensorflow-lite: new package > > > >From: Stefan Hager <stefan.hager@ginzinger.com> > > > >This package adds the tensorflow lite runtime to buildroot. > > > >Tested-by: Stefan Hager <stefan.hager@ginzinger.com> > >Signed-off-by: Stefan Hager <stefan.hager@ginzinger.com> > >Signed-off-by: James Hilliard <james.hilliard1@gmail.com> > >--- > >Changes v5 -> v6: > > - update patches > > - add architecture dependency > > - backport system farmhash patch > >Changes v3 -> v4: > > - fix min gcc version > > - enable xnnpack > >Changes v2 -> v3: > > - drop architecture restrictions which appear inaccurate after adding neon-2-sse > > - disable android only nnapi > >Changes v1 -> v2: > > - fix label_image build > > - more explicit cmake config > >--- > > DEVELOPERS | 1 + > > package/Config.in | 1 + > > .../0001-lite-Update-CMakeLists.txt.patch | 49 ++++++++++++ > > ...dd-SYSTEM_FARMHASH-cmake-config-flag.patch | 74 +++++++++++++++++++ > > .../0003-Fix-FindFlatBuffers-cmake-file.patch | 51 +++++++++++++ > > ...ink-tensorflow-lite-against-gemmlowp.patch | 32 ++++++++ > > package/tensorflow-lite/Config.in | 36 +++++++++ > > package/tensorflow-lite/tensorflow-lite.hash | 4 + > > package/tensorflow-lite/tensorflow-lite.mk | 59 +++++++++++++++ > > 9 files changed, 307 insertions(+) > > create mode 100644 package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch > > create mode 100644 package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch > > create mode 100644 package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch > > create mode 100644 package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch > > create mode 100644 package/tensorflow-lite/Config.in > > create mode 100644 package/tensorflow-lite/tensorflow-lite.hash > > create mode 100644 package/tensorflow-lite/tensorflow-lite.mk > > > >diff --git a/DEVELOPERS b/DEVELOPERS > >index 678c027898..1307949f7a 100644 > >--- a/DEVELOPERS > >+++ b/DEVELOPERS > >@@ -2694,6 +2694,7 @@ F: package/gemmlowp/ > > F: package/psimd/ > > F: package/pthreadpool/ > > F: package/ruy/ > >+F: package/tensorflow-lite/ > > F: package/xnnpack/ > > > > N: Stefan Ott <stefan@ott.net> > >diff --git a/package/Config.in b/package/Config.in > >index 8969672e42..45fca4f15d 100644 > >--- a/package/Config.in > >+++ b/package/Config.in > >@@ -2158,6 +2158,7 @@ endif > > source "package/sphinxbase/Config.in" > > source "package/startup-notification/Config.in" > > source "package/tbb/Config.in" > >+ source "package/tensorflow-lite/Config.in" > > source "package/tinycbor/Config.in" > > source "package/tl-expected/Config.in" > > source "package/tz/Config.in" > >diff --git a/package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch b/package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch > >new file mode 100644 > >index 0000000000..53b5170681 > >--- /dev/null > >+++ b/package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch > >@@ -0,0 +1,49 @@ > >+From 081c2e4e3cf021efb2853a485a18b563e88f6117 Mon Sep 17 00:00:00 2001 > >+From: Terry Heo <terryheo@google.com> > >+Date: Tue, 1 Nov 2022 15:55:30 -0700 > >+Subject: [PATCH] lite: Update CMakeLists.txt > >+ > >+This changes are needed to build kernel tests. > >+ > >+PiperOrigin-RevId: 485439972 > >+ > >+Signed-off-by: James Hilliard <james.hilliard1@gmail.com> > >+[james.hilliard1@gmail.com: backport from upstream commit > >+081c2e4e3cf021efb2853a485a18b563e88f6117] > >+--- > >+ tensorflow/lite/CMakeLists.txt | 7 ++++++- > >+ 1 file changed, 6 insertions(+), 1 deletion(-) > >+ > >+diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt > >+index 9dfbb4b72f3..fd8b3faf1e2 100644 > >+--- a/tensorflow/lite/CMakeLists.txt > >++++ b/tensorflow/lite/CMakeLists.txt > >+@@ -209,6 +209,9 @@ list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*tflite_with_xnnpack\\.cc$") > >+ # Exclude Flex related files. > >+ list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*with_selected_ops\\.cc$") > >+ > >++# Exclude tensorflow_profiler_logger files. > >++list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*tensorflow_profiler_logger\\.cc$") > >++ > >+ if(_TFLITE_ENABLE_MMAP) > >+ list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*mmap_allocation_disabled\\.cc$") > >+ else() > >+@@ -222,6 +225,7 @@ if(NOT "${CMAKE_SYSTEM_NAME}" STREQUAL "iOS") > >+ endif() > >+ populate_tflite_source_vars("core" TFLITE_CORE_SRCS) > >+ populate_tflite_source_vars("core/api" TFLITE_CORE_API_SRCS) > >++populate_tflite_source_vars("core/c" TFLITE_CORE_C_SRCS) > >+ populate_tflite_source_vars("c" TFLITE_C_SRCS) > >+ populate_tflite_source_vars("delegates" TFLITE_DELEGATES_SRCS) > >+ if(TFLITE_ENABLE_GPU) > >+@@ -483,6 +487,7 @@ endif() > >+ # TFLite library > >+ set(_ALL_TFLITE_SRCS > >+ ${TFLITE_CORE_API_SRCS} > >++ ${TFLITE_CORE_C_SRCS} > >+ ${TFLITE_CORE_SRCS} > >+ ${TFLITE_C_SRCS} > >+ ${TFLITE_DELEGATES_FLEX_SRCS} > >+-- > >+2.34.1 > >+ > >diff --git a/package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch b/package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch > >new file mode 100644 > >index 0000000000..99db29e354 > >--- /dev/null > >+++ b/package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch > >@@ -0,0 +1,74 @@ > >+From d8451a9048d09692994c40a6f9bc928e70ed79b5 Mon Sep 17 00:00:00 2001 > >+From: James Hilliard <james.hilliard1@gmail.com> > >+Date: Mon, 28 Nov 2022 21:36:34 -0700 > >+Subject: [PATCH] Add SYSTEM_FARMHASH cmake config flag > >+ > >+Since farmhash does not install a cmake package we need to > >+search for the library and headers to use the provided > >+version. > >+ > >+Signed-off-by: James Hilliard <james.hilliard1@gmail.com> > >+[james.hilliard1@gmail.com: backport from upstream commit > >+d8451a9048d09692994c40a6f9bc928e70ed79b5] > >+--- > >+ tensorflow/lite/g3doc/guide/build_cmake.md | 1 + > >+ .../tools/cmake/modules/Findfarmhash.cmake | 30 +++++++++++++++---- > >+ 2 files changed, 26 insertions(+), 5 deletions(-) > >+ > >+diff --git a/tensorflow/lite/g3doc/guide/build_cmake.md b/tensorflow/lite/g3doc/guide/build_cmake.md > >+index 6950a365bb8..6de955e70b0 100644 > >+--- a/tensorflow/lite/g3doc/guide/build_cmake.md > >++++ b/tensorflow/lite/g3doc/guide/build_cmake.md > >+@@ -81,6 +81,7 @@ variables to point to your library installations. > >+ ```sh > >+ cmake ../tensorflow_src/tensorflow/lite -DTFLITE_ENABLE_INSTALL=ON \ > >+ -DCMAKE_FIND_PACKAGE_PREFER_CONFIG=ON \ > >++ -DSYSTEM_FARMHASH=ON \ > >+ -Dabsl_DIR=<install path>/lib/cmake/absl \ > >+ -DEigen3_DIR=<install path>/share/eigen3/cmake \ > >+ -DFlatbuffers_DIR=<install path>/lib/cmake/flatbuffers \ > >+diff --git a/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake b/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake > >+index 1b0dc28f624..97b43298f13 100644 > >+--- a/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake > >++++ b/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake > >+@@ -13,12 +13,32 @@ > >+ # See the License for the specific language governing permissions and > >+ # limitations under the License. > >+ > >+-# tensorflow-lite uses find_package for this package, so override the system > >+-# installation and build from source instead. > >+-include(farmhash) > >+-if(farmhash_POPULATED) > >++# tensorflow-lite uses find_package for this package, so build from > >++# source if the system version is not enabled. > >++ > >++if(SYSTEM_FARMHASH) > >++ include(FindPackageHandleStandardArgs) > >++ find_path(FARMHASH_ROOT_DIR NAMES include/farmhash.h) > >++ find_library(FARMHASH_LIB NAMES farmhash PATHS ${FARMHASH_ROOT_DIR}/lib ${FARMHASH_LIB_PATH}) > >++ find_path(FARMHASH_INCLUDE_DIRS NAMES farmhash.h PATHS ${FARMHASH_ROOT_DIR}/include) > >++ find_package_handle_standard_args(farmhash DEFAULT_MSG FARMHASH_LIB FARMHASH_INCLUDE_DIRS) > >++endif() > >++ > >++if(farmhash_FOUND) > >++ add_library(farmhash SHARED IMPORTED GLOBAL) > >++ set_target_properties(farmhash PROPERTIES > >++ IMPORTED_LOCATION ${FARMHASH_LIB} > >++ INTERFACE_INCLUDE_DIRECTORIES ${FARMHASH_INCLUDE_DIRS} > >++ ) > >++else() > >++ include(farmhash) > >++ if(farmhash_POPULATED) > >++ get_target_property(FARMHASH_INCLUDE_DIRS farmhash INTERFACE_DIRECTORIES) > >++ endif() > >++endif() > >++ > >++if(farmhash_FOUND OR farmhash_POPULATED) > >+ set(FARMHASH_FOUND TRUE) > >+- get_target_property(FARMHASH_INCLUDE_DIRS farmhash INTERFACE_DIRECTORIES) > >+ add_library(farmhash::farmhash ALIAS farmhash) > >+ set(FARMHASH_LIBRARIES farmhash::farmhash) > >+ endif() > >+-- > >+2.34.1 > >+ > >diff --git a/package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch b/package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch > >new file mode 100644 > >index 0000000000..1d511ca441 > >--- /dev/null > >+++ b/package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch > >@@ -0,0 +1,51 @@ > >+From d8f98dd9f2b437cca5954b38cb48d9c21733f67d Mon Sep 17 00:00:00 2001 > >+From: James Hilliard <james.hilliard1@gmail.com> > >+Date: Thu, 24 Nov 2022 14:29:06 -0700 > >+Subject: [PATCH] Fix FindFlatBuffers cmake file > >+ > >+Capitalization needs to match for system cmake override to work: > >+https://github.com/google/flatbuffers/blob/v22.11.23/CMake/FindFlatBuffers.cmake > >+ > >+Signed-off-by: James Hilliard <james.hilliard1@gmail.com> > >+[james.hilliard1@gmail.com: backport from upstream commit > >+d8f98dd9f2b437cca5954b38cb48d9c21733f67d] > >+--- > >+ tensorflow/lite/CMakeLists.txt | 2 +- > >+ tensorflow/lite/g3doc/guide/build_cmake.md | 2 +- > >+ .../modules/{FindFlatbuffers.cmake => FindFlatBuffers.cmake} | 0 > >+ 3 files changed, 2 insertions(+), 2 deletions(-) > >+ rename tensorflow/lite/tools/cmake/modules/{FindFlatbuffers.cmake => FindFlatBuffers.cmake} (100%) > >+ > >+diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt > >+index f9c30d6a046..c2ee9edfb61 100644 > >+--- a/tensorflow/lite/CMakeLists.txt > >++++ b/tensorflow/lite/CMakeLists.txt > >+@@ -143,7 +143,7 @@ find_package(absl REQUIRED) > >+ find_package(Eigen3 REQUIRED) > >+ find_package(farmhash REQUIRED) > >+ find_package(fft2d REQUIRED) > >+-find_package(Flatbuffers REQUIRED) > >++find_package(FlatBuffers REQUIRED) > >+ find_package(gemmlowp REQUIRED) > >+ find_package(NEON_2_SSE REQUIRED) > >+ find_package(cpuinfo REQUIRED) #CPUINFO is used by XNNPACK and RUY library > >+diff --git a/tensorflow/lite/g3doc/guide/build_cmake.md b/tensorflow/lite/g3doc/guide/build_cmake.md > >+index 6950a365bb8..9cb7ebac326 100644 > >+--- a/tensorflow/lite/g3doc/guide/build_cmake.md > >++++ b/tensorflow/lite/g3doc/guide/build_cmake.md > >+@@ -83,7 +83,7 @@ cmake ../tensorflow_src/tensorflow/lite -DTFLITE_ENABLE_INSTALL=ON \ > >+ -DCMAKE_FIND_PACKAGE_PREFER_CONFIG=ON \ > >+ -Dabsl_DIR=<install path>/lib/cmake/absl \ > >+ -DEigen3_DIR=<install path>/share/eigen3/cmake \ > >+- -DFlatbuffers_DIR=<install path>/lib/cmake/flatbuffers \ > >++ -DFlatBuffers_DIR=<install path>/lib/cmake/flatbuffers \ > >+ -DNEON_2_SSE_DIR=<install path>/lib/cmake/NEON_2_SSE \ > >+ -Dcpuinfo_DIR=<install path>/share/cpuinfo \ > >+ -Druy_DIR=<install path>/lib/cmake/ruy > >+diff --git a/tensorflow/lite/tools/cmake/modules/FindFlatbuffers.cmake b/tensorflow/lite/tools/cmake/modules/FindFlatBuffers.cmake > >+similarity index 100% > >+rename from tensorflow/lite/tools/cmake/modules/FindFlatbuffers.cmake > >+rename to tensorflow/lite/tools/cmake/modules/FindFlatBuffers.cmake > >+-- > >+2.34.1 > >+ > >diff --git a/package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch b/package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch > >new file mode 100644 > >index 0000000000..d9ad78ef9e > >--- /dev/null > >+++ b/package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch > >@@ -0,0 +1,32 @@ > >+From fb584589f707853d85a081c99b1b82598c2631c1 Mon Sep 17 00:00:00 2001 > >+From: James Hilliard <james.hilliard1@gmail.com> > >+Date: Thu, 24 Nov 2022 15:10:27 -0700 > >+Subject: [PATCH] Don't link tensorflow-lite against gemmlowp > >+ > >+We can't link against gemmlowp as it is a header only library. > >+ > >+Fixes: > >+/bin/ld: cannot find -lgemmlowp: No such file or directory > >+ > >+Signed-off-by: James Hilliard <james.hilliard1@gmail.com> > >+[james.hilliard1@gmail.com: backport from upstream commit > >+fb584589f707853d85a081c99b1b82598c2631c1] > >+--- > >+ tensorflow/lite/CMakeLists.txt | 1 - > >+ 1 file changed, 1 deletion(-) > >+ > >+diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt > >+index f9c30d6a046..3fe5ed15605 100644 > >+--- a/tensorflow/lite/CMakeLists.txt > >++++ b/tensorflow/lite/CMakeLists.txt > >+@@ -560,7 +560,6 @@ target_link_libraries(tensorflow-lite > >+ farmhash > >+ fft2d_fftsg2d > >+ flatbuffers::flatbuffers > >+- gemmlowp > >+ ruy::ruy > >+ pthreadpool > >+ ${CMAKE_DL_LIBS} > >+-- > >+2.34.1 > >+ > >diff --git a/package/tensorflow-lite/Config.in b/package/tensorflow-lite/Config.in > >new file mode 100644 > >index 0000000000..8685ec0c71 > >--- /dev/null > >+++ b/package/tensorflow-lite/Config.in > >@@ -0,0 +1,36 @@ > >+config BR2_PACKAGE_TENSORFLOW_LITE_ARCH_SUPPORTS > >+ bool > >+ default y if BR2_aarch64 > >+ default y if BR2_arm > >+ default y if BR2_i386 > >+ default y if BR2_x86_64 > >+ depends on BR2_PACKAGE_CPUINFO_ARCH_SUPPORTS > >+ > >+config BR2_PACKAGE_TENSORFLOW_LITE > >+ bool "tensorflow-lite" > >+ depends on BR2_PACKAGE_TENSORFLOW_LITE_ARCH_SUPPORTS > >+ depends on BR2_INSTALL_LIBSTDCPP > >+ depends on BR2_TOOLCHAIN_GCC_AT_LEAST_7 # C++17 > >+ depends on BR2_TOOLCHAIN_HAS_THREADS # cpuinfo > >+ depends on BR2_TOOLCHAIN_USES_GLIBC > >+ depends on BR2_SHARED_LIBS > >+ select BR2_PACKAGE_CPUINFO > >+ select BR2_PACKAGE_EIGEN > >+ select BR2_PACKAGE_FARMHASH > >+ select BR2_PACKAGE_FFT2D > >+ select BR2_PACKAGE_FLATBUFFERS > >+ select BR2_PACKAGE_GEMMLOWP > >+ select BR2_PACKAGE_LIBABSEIL_CPP > >+ select BR2_PACKAGE_NEON_2_SSE > >+ select BR2_PACKAGE_RUY if BR2_PACKAGE_RUY_ARCH_SUPPORTS > >+ select BR2_PACKAGE_XNNPACK if BR2_PACKAGE_XNNPACK_ARCH_SUPPORTS > >+ help > >+ Tensorflow Lite dynamic library and headers: Inference engine > >+ to run previously trained machine learning models. > >+ > >+comment "tensorflow-lite needs a toolchain w/ glibc, C++17, threads" > >+ depends on !BR2_TOOLCHAIN_USES_GLIBC || !BR2_INSTALL_LIBSTDCPP || \ > >+ !BR2_TOOLCHAIN_GCC_AT_LEAST_7 || !BR2_TOOLCHAIN_HAS_THREADS > >+ > >+comment "tensorflow-lite needs a toolchain w/ shared libraries" > >+ depends on !BR2_SHARED_LIBS > >diff --git a/package/tensorflow-lite/tensorflow-lite.hash b/package/tensorflow-lite/tensorflow-lite.hash > >new file mode 100644 > >index 0000000000..7d9035707b > >--- /dev/null > >+++ b/package/tensorflow-lite/tensorflow-lite.hash > >@@ -0,0 +1,4 @@ > >+# Locally calculated > >+sha256 99c732b92b1b37fc243a559e02f9aef5671771e272758aa4aec7f34dc92dac48 tensorflow-lite-2.11.0.tar.gz > >+# License files, locally calculated > >+sha256 71c6915d04265772a0339bed47276942c678b45cc01534210ebe6984fd1aec65 LICENSE > >diff --git a/package/tensorflow-lite/tensorflow-lite.mk b/package/tensorflow-lite/tensorflow-lite.mk > >new file mode 100644 > >index 0000000000..433eff3242 > >--- /dev/null > >+++ b/package/tensorflow-lite/tensorflow-lite.mk > >@@ -0,0 +1,59 @@ > >+################################################################################ > >+# > >+# tensorflow-lite > >+# > >+################################################################################ > >+ > >+TENSORFLOW_LITE_VERSION = 2.11.0 > >+TENSORFLOW_LITE_SITE = $(call github,tensorflow,tensorflow,v$(TENSORFLOW_LITE_VERSION)) > >+TENSORFLOW_LITE_INSTALL_STAGING = YES > >+TENSORFLOW_LITE_LICENSE = Apache-2.0 > >+TENSORFLOW_LITE_LICENSE_FILES = LICENSE > >+TENSORFLOW_LITE_SUBDIR = tensorflow/lite > >+TENSORFLOW_LITE_SUPPORTS_IN_SOURCE_BUILD = NO > >+TENSORFLOW_LITE_DEPENDENCIES += \ > >+ host-pkgconf \ > >+ host-flatbuffers \ > >+ cpuinfo \ > >+ eigen \ > >+ farmhash \ > >+ fft2d \ > >+ flatbuffers \ > >+ gemmlowp \ > >+ libabseil-cpp \ > >+ neon-2-sse > >+ > >+TENSORFLOW_LITE_CONF_OPTS = \ > >+ -Dabsl_DIR=$(STAGING_DIR)/usr/lib/cmake/absl \ > >+ -DBUILD_SHARED_LIBS=ON \ > >+ -DCMAKE_CXX_FLAGS="$(TARGET_CXXFLAGS) -I$(STAGING_DIR)/usr/include/gemmlowp" \ > >+ -DCMAKE_FIND_PACKAGE_PREFER_CONFIG=ON \ > >+ -DCMAKE_POSITION_INDEPENDENT_CODE=ON \ > >+ -DEigen3_DIR=$(STAGING_DIR)/usr/share/eigen3/cmake \ > >+ -DFETCHCONTENT_FULLY_DISCONNECTED=ON \ > >+ -DFETCHCONTENT_QUIET=OFF \ > >+ -DFFT2D_SOURCE_DIR=$(STAGING_DIR)/usr/include/fft2d \ > >+ -DFlatBuffers_DIR=$(STAGING_DIR)/usr/lib/cmake/flatbuffers \ > >+ -DNEON_2_SSE_DIR=$(STAGING_DIR)/usr/lib/cmake/NEON_2_SSE \ > >+ -DSYSTEM_FARMHASH=ON \ > >+ -DTFLITE_ENABLE_EXTERNAL_DELEGATE=ON \ > >+ -DTFLITE_ENABLE_GPU=OFF \ > >+ -DTFLITE_ENABLE_INSTALL=ON \ > >+ -DTFLITE_ENABLE_MMAP=ON \ > >+ -DTFLITE_ENABLE_NNAPI=OFF > >+ > >+ifeq ($(BR2_PACKAGE_RUY),y) > >+TENSORFLOW_LITE_DEPENDENCIES += ruy > >+TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_RUY=ON > >+else > >+TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_RUY=OFF > >+endif > >+ > >+ifeq ($(BR2_PACKAGE_XNNPACK),y) > >+TENSORFLOW_LITE_DEPENDENCIES += xnnpack > >+TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_XNNPACK=ON -Dxnnpack_POPULATED=ON > >+else > >+TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_XNNPACK=OFF > >+endif > >+ > >+$(eval $(cmake-package)) > >-- > >2.34.1
diff --git a/DEVELOPERS b/DEVELOPERS index 678c027898..1307949f7a 100644 --- a/DEVELOPERS +++ b/DEVELOPERS @@ -2694,6 +2694,7 @@ F: package/gemmlowp/ F: package/psimd/ F: package/pthreadpool/ F: package/ruy/ +F: package/tensorflow-lite/ F: package/xnnpack/ N: Stefan Ott <stefan@ott.net> diff --git a/package/Config.in b/package/Config.in index 8969672e42..45fca4f15d 100644 --- a/package/Config.in +++ b/package/Config.in @@ -2158,6 +2158,7 @@ endif source "package/sphinxbase/Config.in" source "package/startup-notification/Config.in" source "package/tbb/Config.in" + source "package/tensorflow-lite/Config.in" source "package/tinycbor/Config.in" source "package/tl-expected/Config.in" source "package/tz/Config.in" diff --git a/package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch b/package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch new file mode 100644 index 0000000000..53b5170681 --- /dev/null +++ b/package/tensorflow-lite/0001-lite-Update-CMakeLists.txt.patch @@ -0,0 +1,49 @@ +From 081c2e4e3cf021efb2853a485a18b563e88f6117 Mon Sep 17 00:00:00 2001 +From: Terry Heo <terryheo@google.com> +Date: Tue, 1 Nov 2022 15:55:30 -0700 +Subject: [PATCH] lite: Update CMakeLists.txt + +This changes are needed to build kernel tests. + +PiperOrigin-RevId: 485439972 + +Signed-off-by: James Hilliard <james.hilliard1@gmail.com> +[james.hilliard1@gmail.com: backport from upstream commit +081c2e4e3cf021efb2853a485a18b563e88f6117] +--- + tensorflow/lite/CMakeLists.txt | 7 ++++++- + 1 file changed, 6 insertions(+), 1 deletion(-) + +diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt +index 9dfbb4b72f3..fd8b3faf1e2 100644 +--- a/tensorflow/lite/CMakeLists.txt ++++ b/tensorflow/lite/CMakeLists.txt +@@ -209,6 +209,9 @@ list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*tflite_with_xnnpack\\.cc$") + # Exclude Flex related files. + list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*with_selected_ops\\.cc$") + ++# Exclude tensorflow_profiler_logger files. ++list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*tensorflow_profiler_logger\\.cc$") ++ + if(_TFLITE_ENABLE_MMAP) + list(FILTER TFLITE_SRCS EXCLUDE REGEX ".*mmap_allocation_disabled\\.cc$") + else() +@@ -222,6 +225,7 @@ if(NOT "${CMAKE_SYSTEM_NAME}" STREQUAL "iOS") + endif() + populate_tflite_source_vars("core" TFLITE_CORE_SRCS) + populate_tflite_source_vars("core/api" TFLITE_CORE_API_SRCS) ++populate_tflite_source_vars("core/c" TFLITE_CORE_C_SRCS) + populate_tflite_source_vars("c" TFLITE_C_SRCS) + populate_tflite_source_vars("delegates" TFLITE_DELEGATES_SRCS) + if(TFLITE_ENABLE_GPU) +@@ -483,6 +487,7 @@ endif() + # TFLite library + set(_ALL_TFLITE_SRCS + ${TFLITE_CORE_API_SRCS} ++ ${TFLITE_CORE_C_SRCS} + ${TFLITE_CORE_SRCS} + ${TFLITE_C_SRCS} + ${TFLITE_DELEGATES_FLEX_SRCS} +-- +2.34.1 + diff --git a/package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch b/package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch new file mode 100644 index 0000000000..99db29e354 --- /dev/null +++ b/package/tensorflow-lite/0002-Add-SYSTEM_FARMHASH-cmake-config-flag.patch @@ -0,0 +1,74 @@ +From d8451a9048d09692994c40a6f9bc928e70ed79b5 Mon Sep 17 00:00:00 2001 +From: James Hilliard <james.hilliard1@gmail.com> +Date: Mon, 28 Nov 2022 21:36:34 -0700 +Subject: [PATCH] Add SYSTEM_FARMHASH cmake config flag + +Since farmhash does not install a cmake package we need to +search for the library and headers to use the provided +version. + +Signed-off-by: James Hilliard <james.hilliard1@gmail.com> +[james.hilliard1@gmail.com: backport from upstream commit +d8451a9048d09692994c40a6f9bc928e70ed79b5] +--- + tensorflow/lite/g3doc/guide/build_cmake.md | 1 + + .../tools/cmake/modules/Findfarmhash.cmake | 30 +++++++++++++++---- + 2 files changed, 26 insertions(+), 5 deletions(-) + +diff --git a/tensorflow/lite/g3doc/guide/build_cmake.md b/tensorflow/lite/g3doc/guide/build_cmake.md +index 6950a365bb8..6de955e70b0 100644 +--- a/tensorflow/lite/g3doc/guide/build_cmake.md ++++ b/tensorflow/lite/g3doc/guide/build_cmake.md +@@ -81,6 +81,7 @@ variables to point to your library installations. + ```sh + cmake ../tensorflow_src/tensorflow/lite -DTFLITE_ENABLE_INSTALL=ON \ + -DCMAKE_FIND_PACKAGE_PREFER_CONFIG=ON \ ++ -DSYSTEM_FARMHASH=ON \ + -Dabsl_DIR=<install path>/lib/cmake/absl \ + -DEigen3_DIR=<install path>/share/eigen3/cmake \ + -DFlatbuffers_DIR=<install path>/lib/cmake/flatbuffers \ +diff --git a/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake b/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake +index 1b0dc28f624..97b43298f13 100644 +--- a/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake ++++ b/tensorflow/lite/tools/cmake/modules/Findfarmhash.cmake +@@ -13,12 +13,32 @@ + # See the License for the specific language governing permissions and + # limitations under the License. + +-# tensorflow-lite uses find_package for this package, so override the system +-# installation and build from source instead. +-include(farmhash) +-if(farmhash_POPULATED) ++# tensorflow-lite uses find_package for this package, so build from ++# source if the system version is not enabled. ++ ++if(SYSTEM_FARMHASH) ++ include(FindPackageHandleStandardArgs) ++ find_path(FARMHASH_ROOT_DIR NAMES include/farmhash.h) ++ find_library(FARMHASH_LIB NAMES farmhash PATHS ${FARMHASH_ROOT_DIR}/lib ${FARMHASH_LIB_PATH}) ++ find_path(FARMHASH_INCLUDE_DIRS NAMES farmhash.h PATHS ${FARMHASH_ROOT_DIR}/include) ++ find_package_handle_standard_args(farmhash DEFAULT_MSG FARMHASH_LIB FARMHASH_INCLUDE_DIRS) ++endif() ++ ++if(farmhash_FOUND) ++ add_library(farmhash SHARED IMPORTED GLOBAL) ++ set_target_properties(farmhash PROPERTIES ++ IMPORTED_LOCATION ${FARMHASH_LIB} ++ INTERFACE_INCLUDE_DIRECTORIES ${FARMHASH_INCLUDE_DIRS} ++ ) ++else() ++ include(farmhash) ++ if(farmhash_POPULATED) ++ get_target_property(FARMHASH_INCLUDE_DIRS farmhash INTERFACE_DIRECTORIES) ++ endif() ++endif() ++ ++if(farmhash_FOUND OR farmhash_POPULATED) + set(FARMHASH_FOUND TRUE) +- get_target_property(FARMHASH_INCLUDE_DIRS farmhash INTERFACE_DIRECTORIES) + add_library(farmhash::farmhash ALIAS farmhash) + set(FARMHASH_LIBRARIES farmhash::farmhash) + endif() +-- +2.34.1 + diff --git a/package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch b/package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch new file mode 100644 index 0000000000..1d511ca441 --- /dev/null +++ b/package/tensorflow-lite/0003-Fix-FindFlatBuffers-cmake-file.patch @@ -0,0 +1,51 @@ +From d8f98dd9f2b437cca5954b38cb48d9c21733f67d Mon Sep 17 00:00:00 2001 +From: James Hilliard <james.hilliard1@gmail.com> +Date: Thu, 24 Nov 2022 14:29:06 -0700 +Subject: [PATCH] Fix FindFlatBuffers cmake file + +Capitalization needs to match for system cmake override to work: +https://github.com/google/flatbuffers/blob/v22.11.23/CMake/FindFlatBuffers.cmake + +Signed-off-by: James Hilliard <james.hilliard1@gmail.com> +[james.hilliard1@gmail.com: backport from upstream commit +d8f98dd9f2b437cca5954b38cb48d9c21733f67d] +--- + tensorflow/lite/CMakeLists.txt | 2 +- + tensorflow/lite/g3doc/guide/build_cmake.md | 2 +- + .../modules/{FindFlatbuffers.cmake => FindFlatBuffers.cmake} | 0 + 3 files changed, 2 insertions(+), 2 deletions(-) + rename tensorflow/lite/tools/cmake/modules/{FindFlatbuffers.cmake => FindFlatBuffers.cmake} (100%) + +diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt +index f9c30d6a046..c2ee9edfb61 100644 +--- a/tensorflow/lite/CMakeLists.txt ++++ b/tensorflow/lite/CMakeLists.txt +@@ -143,7 +143,7 @@ find_package(absl REQUIRED) + find_package(Eigen3 REQUIRED) + find_package(farmhash REQUIRED) + find_package(fft2d REQUIRED) +-find_package(Flatbuffers REQUIRED) ++find_package(FlatBuffers REQUIRED) + find_package(gemmlowp REQUIRED) + find_package(NEON_2_SSE REQUIRED) + find_package(cpuinfo REQUIRED) #CPUINFO is used by XNNPACK and RUY library +diff --git a/tensorflow/lite/g3doc/guide/build_cmake.md b/tensorflow/lite/g3doc/guide/build_cmake.md +index 6950a365bb8..9cb7ebac326 100644 +--- a/tensorflow/lite/g3doc/guide/build_cmake.md ++++ b/tensorflow/lite/g3doc/guide/build_cmake.md +@@ -83,7 +83,7 @@ cmake ../tensorflow_src/tensorflow/lite -DTFLITE_ENABLE_INSTALL=ON \ + -DCMAKE_FIND_PACKAGE_PREFER_CONFIG=ON \ + -Dabsl_DIR=<install path>/lib/cmake/absl \ + -DEigen3_DIR=<install path>/share/eigen3/cmake \ +- -DFlatbuffers_DIR=<install path>/lib/cmake/flatbuffers \ ++ -DFlatBuffers_DIR=<install path>/lib/cmake/flatbuffers \ + -DNEON_2_SSE_DIR=<install path>/lib/cmake/NEON_2_SSE \ + -Dcpuinfo_DIR=<install path>/share/cpuinfo \ + -Druy_DIR=<install path>/lib/cmake/ruy +diff --git a/tensorflow/lite/tools/cmake/modules/FindFlatbuffers.cmake b/tensorflow/lite/tools/cmake/modules/FindFlatBuffers.cmake +similarity index 100% +rename from tensorflow/lite/tools/cmake/modules/FindFlatbuffers.cmake +rename to tensorflow/lite/tools/cmake/modules/FindFlatBuffers.cmake +-- +2.34.1 + diff --git a/package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch b/package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch new file mode 100644 index 0000000000..d9ad78ef9e --- /dev/null +++ b/package/tensorflow-lite/0004-Don-t-link-tensorflow-lite-against-gemmlowp.patch @@ -0,0 +1,32 @@ +From fb584589f707853d85a081c99b1b82598c2631c1 Mon Sep 17 00:00:00 2001 +From: James Hilliard <james.hilliard1@gmail.com> +Date: Thu, 24 Nov 2022 15:10:27 -0700 +Subject: [PATCH] Don't link tensorflow-lite against gemmlowp + +We can't link against gemmlowp as it is a header only library. + +Fixes: +/bin/ld: cannot find -lgemmlowp: No such file or directory + +Signed-off-by: James Hilliard <james.hilliard1@gmail.com> +[james.hilliard1@gmail.com: backport from upstream commit +fb584589f707853d85a081c99b1b82598c2631c1] +--- + tensorflow/lite/CMakeLists.txt | 1 - + 1 file changed, 1 deletion(-) + +diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt +index f9c30d6a046..3fe5ed15605 100644 +--- a/tensorflow/lite/CMakeLists.txt ++++ b/tensorflow/lite/CMakeLists.txt +@@ -560,7 +560,6 @@ target_link_libraries(tensorflow-lite + farmhash + fft2d_fftsg2d + flatbuffers::flatbuffers +- gemmlowp + ruy::ruy + pthreadpool + ${CMAKE_DL_LIBS} +-- +2.34.1 + diff --git a/package/tensorflow-lite/Config.in b/package/tensorflow-lite/Config.in new file mode 100644 index 0000000000..8685ec0c71 --- /dev/null +++ b/package/tensorflow-lite/Config.in @@ -0,0 +1,36 @@ +config BR2_PACKAGE_TENSORFLOW_LITE_ARCH_SUPPORTS + bool + default y if BR2_aarch64 + default y if BR2_arm + default y if BR2_i386 + default y if BR2_x86_64 + depends on BR2_PACKAGE_CPUINFO_ARCH_SUPPORTS + +config BR2_PACKAGE_TENSORFLOW_LITE + bool "tensorflow-lite" + depends on BR2_PACKAGE_TENSORFLOW_LITE_ARCH_SUPPORTS + depends on BR2_INSTALL_LIBSTDCPP + depends on BR2_TOOLCHAIN_GCC_AT_LEAST_7 # C++17 + depends on BR2_TOOLCHAIN_HAS_THREADS # cpuinfo + depends on BR2_TOOLCHAIN_USES_GLIBC + depends on BR2_SHARED_LIBS + select BR2_PACKAGE_CPUINFO + select BR2_PACKAGE_EIGEN + select BR2_PACKAGE_FARMHASH + select BR2_PACKAGE_FFT2D + select BR2_PACKAGE_FLATBUFFERS + select BR2_PACKAGE_GEMMLOWP + select BR2_PACKAGE_LIBABSEIL_CPP + select BR2_PACKAGE_NEON_2_SSE + select BR2_PACKAGE_RUY if BR2_PACKAGE_RUY_ARCH_SUPPORTS + select BR2_PACKAGE_XNNPACK if BR2_PACKAGE_XNNPACK_ARCH_SUPPORTS + help + Tensorflow Lite dynamic library and headers: Inference engine + to run previously trained machine learning models. + +comment "tensorflow-lite needs a toolchain w/ glibc, C++17, threads" + depends on !BR2_TOOLCHAIN_USES_GLIBC || !BR2_INSTALL_LIBSTDCPP || \ + !BR2_TOOLCHAIN_GCC_AT_LEAST_7 || !BR2_TOOLCHAIN_HAS_THREADS + +comment "tensorflow-lite needs a toolchain w/ shared libraries" + depends on !BR2_SHARED_LIBS diff --git a/package/tensorflow-lite/tensorflow-lite.hash b/package/tensorflow-lite/tensorflow-lite.hash new file mode 100644 index 0000000000..7d9035707b --- /dev/null +++ b/package/tensorflow-lite/tensorflow-lite.hash @@ -0,0 +1,4 @@ +# Locally calculated +sha256 99c732b92b1b37fc243a559e02f9aef5671771e272758aa4aec7f34dc92dac48 tensorflow-lite-2.11.0.tar.gz +# License files, locally calculated +sha256 71c6915d04265772a0339bed47276942c678b45cc01534210ebe6984fd1aec65 LICENSE diff --git a/package/tensorflow-lite/tensorflow-lite.mk b/package/tensorflow-lite/tensorflow-lite.mk new file mode 100644 index 0000000000..433eff3242 --- /dev/null +++ b/package/tensorflow-lite/tensorflow-lite.mk @@ -0,0 +1,59 @@ +################################################################################ +# +# tensorflow-lite +# +################################################################################ + +TENSORFLOW_LITE_VERSION = 2.11.0 +TENSORFLOW_LITE_SITE = $(call github,tensorflow,tensorflow,v$(TENSORFLOW_LITE_VERSION)) +TENSORFLOW_LITE_INSTALL_STAGING = YES +TENSORFLOW_LITE_LICENSE = Apache-2.0 +TENSORFLOW_LITE_LICENSE_FILES = LICENSE +TENSORFLOW_LITE_SUBDIR = tensorflow/lite +TENSORFLOW_LITE_SUPPORTS_IN_SOURCE_BUILD = NO +TENSORFLOW_LITE_DEPENDENCIES += \ + host-pkgconf \ + host-flatbuffers \ + cpuinfo \ + eigen \ + farmhash \ + fft2d \ + flatbuffers \ + gemmlowp \ + libabseil-cpp \ + neon-2-sse + +TENSORFLOW_LITE_CONF_OPTS = \ + -Dabsl_DIR=$(STAGING_DIR)/usr/lib/cmake/absl \ + -DBUILD_SHARED_LIBS=ON \ + -DCMAKE_CXX_FLAGS="$(TARGET_CXXFLAGS) -I$(STAGING_DIR)/usr/include/gemmlowp" \ + -DCMAKE_FIND_PACKAGE_PREFER_CONFIG=ON \ + -DCMAKE_POSITION_INDEPENDENT_CODE=ON \ + -DEigen3_DIR=$(STAGING_DIR)/usr/share/eigen3/cmake \ + -DFETCHCONTENT_FULLY_DISCONNECTED=ON \ + -DFETCHCONTENT_QUIET=OFF \ + -DFFT2D_SOURCE_DIR=$(STAGING_DIR)/usr/include/fft2d \ + -DFlatBuffers_DIR=$(STAGING_DIR)/usr/lib/cmake/flatbuffers \ + -DNEON_2_SSE_DIR=$(STAGING_DIR)/usr/lib/cmake/NEON_2_SSE \ + -DSYSTEM_FARMHASH=ON \ + -DTFLITE_ENABLE_EXTERNAL_DELEGATE=ON \ + -DTFLITE_ENABLE_GPU=OFF \ + -DTFLITE_ENABLE_INSTALL=ON \ + -DTFLITE_ENABLE_MMAP=ON \ + -DTFLITE_ENABLE_NNAPI=OFF + +ifeq ($(BR2_PACKAGE_RUY),y) +TENSORFLOW_LITE_DEPENDENCIES += ruy +TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_RUY=ON +else +TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_RUY=OFF +endif + +ifeq ($(BR2_PACKAGE_XNNPACK),y) +TENSORFLOW_LITE_DEPENDENCIES += xnnpack +TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_XNNPACK=ON -Dxnnpack_POPULATED=ON +else +TENSORFLOW_LITE_CONF_OPTS += -DTFLITE_ENABLE_XNNPACK=OFF +endif + +$(eval $(cmake-package))