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package:lib-tflite-1.15.0-src-static (v3.0.0)
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Copyright: See copyright in the source repository
License: See license in the source repository
Creation date: 2019-09-29
Source: GitHub
cID: 1dc07ee0f4742028:2648d9e6c1b44a5a
Don't hesitate to get in touch if you encounter any issues or would like to discuss this community project!
License: See license in the source repository
Creation date: 2019-09-29
Source: GitHub
cID: 1dc07ee0f4742028:2648d9e6c1b44a5a
Description
- Automation framework: CK
- Development repository: ck-ml
- Source: GitHub
- Tags: lib,tensorflow,lite,tflite,tensorflow-lite,tensorflow-static,vsrc,vstatic,v1.15.0,v1.15,v1,channel-stable
- Support for host OS: android, linux
- Support for target OS: android, linux
- Version: 1.15.0
- Software detection plugin: lib.tflite.static
- Template: TFLite ML framework (static)
- How to get the stable version from this portal via the CK client:
pip install cbench
cb download package:lib-tflite-1.15.0-src-static --version=3.0.0 --all
ck install package:lib-tflite-1.15.0-src-static
ck help package
- How to get the development version:
pip install ck
ck pull repo:ck-ml
ck install package:lib-tflite-1.15.0-src-static
ck help package
- Useful CK automation actions (CLI with the Python CK API and JSON IO):
ck show env
ck find env:{ID from above}
ck virtual env:{ID from above}
- CLI and Python API: module:package
- Useful CK automation actions (CLI with the Python CK API and JSON IO):
ReadMe
TensorFlow Lite package
This package installs TensorFlow Lite from the official tagged release 1.15.0 of TensorFlow ("Heavy").
NB: This package enables the new GEMM backend of TFLite.
To reproduce MLPerf Inference v0.5 results
from dividiti, use ck-mlperf:package:lib-tflite-1.15.0-rc2-src-static.
$ ck install package:lib-tflite-1.15.0-src-static --env.CK_HOST_CPU_NUMBER_OF_PROCESSORS=4
NB: To use machine-specific build options (very important on Raspberry Pi, for example!), use:
$ ck install package:lib-tflite-1.15.0-src-static \
--env.EXTRA_CXXFLAGS="-march=armv7-a+neon+vfpv4 -mfpu=neon-vfpv4"
Unresolved issues
Cannot build for Android
Tried installing with --target_os=android23-arm64 using Android NDK 17.2:
- GCC 4.9.x complained about paths to stdint.h.
- LLVM 6.0.2 failed when linking:
/home/anton/CK_TOOLS/lib-tflite-src-static-1.15.0-rc2-llvm-android-ndk-6.0.2-android23-arm64/src/tensorflow/lite/tools/make/gen/lib/libtensorflow-lite.a(c_api_internal.o): error adding symbols: File in wrong format
clang++: error: linker command failed with exit code 1 (use -v to see invocation)
Resolved issues
Files
- .cm/desc.json (3 bytes)
- .cm/info.json (586 bytes)
- .cm/meta.json (1304 bytes)
- README.md (1253 bytes)
- patch.android/Makefile.patch (1950 bytes)
- patch.android/benchmark_performance_options.cc.patch (922 bytes)
- patch.linux/Makefile.patch (1401 bytes)
- patch.linux/offsetof.patch (1612 bytes)