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TensorFlow training by using mobile GPU on mobile devices

License: Apache License 2.0

Python 40.58% C++ 48.03% C 0.41% Shell 0.49% LLVM 0.01% CMake 0.23% Java 0.85% RenderScript 0.01% Jupyter Notebook 2.51% Makefile 0.06% Objective-C 0.01% Objective-C++ 0.11% Ruby 0.01% PHP 0.01% PureBasic 0.03% HTML 5.42% Go 1.21% Perl 0.01% Batchfile 0.01% Smarty 0.01%

tf-mobile-gpu-training's Introduction

Extension to TensorFlow to support on-mobile-gpu training.

Install bazel

install the bazel

Build example demo

$ bazel build //tensorflow/examples/rs_test:rs_benchmark --crosstool_top=//external:android/crosstool --host_crosstool_top=@bazel_tools//tools/cpp:toolchain --cpu=armeabi-v7a --copt=-D__ANDROID_TYPES_FULL__

Test the demo

$ adb push tensorflow/contrib/android_renderscript_ops/rs/so/libRSSupport.so /data/local/tmp
$ adb push tensorflow/contrib/android_renderscript_ops/rs/so/libblasV8.so /data/local/tmp
$ adb push bazel-bin/tensorflow/examples/rs_test/rs_benchmark /data/local/tmp
$ adb shell
$ cd /data/local/tmp
$ export LD_LIBRARY_PATH=./
$ ./rs_benchmark --graph=graph/OnlineTraining_128_10_True_40_20000.pb --batch_size=128

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