Ubuntu TensorFlow 源码 Android Demo的编译运行

Ubuntu TensorFlow 源码 Android Demo的编译运行

一、 安装 Android 的SDK和NDK

SDK 配置

A:下载

国内下载地址选最新的：
SDK:

https://developer.android.google.cn/studio/index.html
也可以下载一个旧的再update

NDK:

https://developer.android.google.cn/ndk/downloads/index.html

B:解压 配置环境变量

sudo tar -zxvf android-sdk_r26.0.1-linux.tgz
sudo unzip android-ndk-r14b-linux-x86_64.zip

SDK更新（如果是最新的无需更新）

cd ~/sdk/android-sdk-linux
sudo tools/android update sdk --no-ui

C:配置环境变量

打开.bashrc 最后添加一行（主要更改目录）

PATH="/home/dyufei/sdk/android-sdk-linux/tools:/home/dyufei/sdk/android-sdk-linux/platform-tools:/home/dyufei/sdk/android-sdk-linux/build-tools:${PATH}"

D: 使环境变量生效

source .bashrc

二、 TensorFlow 源码下载、配置

源码的下载、编译、安装请参考： http://www.cnblogs.com/dyufei/p/8027517.html

1）下载tensorflow 源码

git clone https://github.com/tensorflow/tensorflow

2）配置TensorFlow 的WORKSPACE

在 TensorFlow 的根目录下，找到WORKSPACE，将注释了的SDK和NDK的部分打开，修改成自己的SDK和JDK的目录和对应的版本

#Uncomment and update the paths in these entries to build the Android demo.
android_sdk_repository(
    name = "androidsdk",
    api_level = 25,
    # Ensure that you have the build_tools_version below installed in the
    # SDK manager as it updates periodically.
    build_tools_version = "27.0.2",
    # Replace with path to Android SDK on your system
    path = "/home/dyufei/sdk/android-sdk-linux/",
)
 
android_ndk_repository(
    name="androidndk",
    path="/home/dyufei/sdk/android-ndk-r14b/",
    # This needs to be 14 or higher to compile TensorFlow.
    # Please specify API level to >= 21 to build for 64-bit
    # archtectures or the Android NDK will automatically select biggest
    # API level that it supports without notice.
    # Note that the NDK version is not the API level.
api_level=14)

3）编译Android Demo APK

在 TensorFlow 的根目录下,执行下面命令编译：

bazel build //tensorflow/examples/android:tensorflow_demo

编译完成后生成三个文件：
(在bazel-bin/tensorflow/examples/android/目录下)

Target //tensorflow/examples/android:tensorflow_demo up-to-date:
bazel-bin/tensorflow/examples/android/tensorflow_demo_deploy.jar
bazel-bin/tensorflow/examples/android/tensorflow_demo_unsigned.apk
bazel-bin/tensorflow/examples/android/tensorflow_demo.apk
INFO: Elapsed time: 201.760s, Critical Path: 69.16s
INFO: Build completed successfully, 784 total actions

4）在手机上运行

好了，大功告成！
将tensorflow_demo.apk 安装到手机上，看看效果吧