Android ADB Guide

Use ADB Shell to Benchmark FeatherCNN on Android Devices.

This is an example to show how to test FeatherCNN on Android devices with a Ubuntu 16.04 desktop using adb tool. In the following, we illustrate necessary steps to show how it works.

Prerequisites

Install g++/gcc cross compiler for X86 platform and adb tools.

  sudo apt-get install gcc-aarch64-linux-gnu
  sudo apt-get install g++-aarch64-linux-gnu
  sudo apt-get install android-tools-adb

Install android-ndk

Download android-ndk-r17b-linux-x86_64.zip from https://developer.android.com/ndk/downloads.

  cd NDK_PATH
  unzip android-ndk-r17b-linux-x86_64.zip 
  export NDK_ROOT=$NDK_PATH/android-ndk-r17

Build FeatherCNN for Benchmarking

Build FeatherCNN

    ./build_script/build_android.sh
    ./build_script/push_android.sh

A program named as test will be generated, and you can find 3 executable files with:

    find . -name "test"

and then it outputs:

./test/libs/arm64-v8a/test
./test/obj/local/arm64-v8a/objs/test
./test/obj/local/arm64-v8a/test

copy any one of the generated program and its related data to android devices

  adb push ./test/libs/arm64-v8a/test /data/local/tmp
  adb push ./data/input_3x224x224.txt /data/local/tmp
  adb push ./data/mobilenet.feathermodel /data/local/tmp

benchmarking

  adb shell ./data/local/tmp/test ./data/local/tmp/mobilenet.feathermodel ./data/local/tmp/input_3x224x224.txt 10 1

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Uh oh!

Android ADB Guide

Use ADB Shell to Benchmark FeatherCNN on Android Devices.

Prerequisites

Build FeatherCNN for Benchmarking

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Clone this wiki locally