-
-

PaddlePaddle Compiling Guide for iOS

+
+

Build PaddlePaddle for iOS

This tutorial will walk you through cross compiling the PaddlePaddle library for iOS from the source in MacOS.

Preparation

@@ -312,15 +312,15 @@ Build version 9A235
  • set IOS_USE_VECLIB_FOR_BLAS with ON
  • -
    -

    Compile and install

    +
    +

    Build and install

    After CMake, run following commands, PaddlePaddle will download the compile 3rd party dependencies, compile and install PaddlePaddle inference library.

    $ make
     $ make install
     

    Please Note: if you compiled PaddlePaddle in the source directory for other platforms, do remove third_party and build directory within the source with rm -rf to ensure that all the 3rd party libraries dependencies and PaddlePaddle is newly compiled with current CMake configuration.

    -

    your/path/to/install directory will have following directories after compile and install:

    +

    your/path/to/install directory will have following directories after make install:

    • include, contains all the C-API header files.
    • lib, contains PaddlePaddle C-API static library.
    • diff --git a/develop/doc/mobile/cross_compiling_for_raspberry_en.html b/develop/doc/mobile/cross_compiling_for_raspberry_en.html index d32956974b..d607bcee92 100644 --- a/develop/doc/mobile/cross_compiling_for_raspberry_en.html +++ b/develop/doc/mobile/cross_compiling_for_raspberry_en.html @@ -34,7 +34,7 @@ - + @@ -177,7 +177,7 @@
    • MOBILE
    • @@ -272,7 +272,7 @@ make install diff --git a/develop/doc/mobile/index_en.html b/develop/doc/mobile/index_en.html index c868e99406..47214946f7 100644 --- a/develop/doc/mobile/index_en.html +++ b/develop/doc/mobile/index_en.html @@ -177,7 +177,7 @@
    • MOBILE
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\ No newline at end of file diff --git a/develop/doc/survey/cluster_bootstrapping_tools.html b/develop/doc/survey/cluster_bootstrapping_tools.html index 95cbee75b0..bb40395171 100644 --- a/develop/doc/survey/cluster_bootstrapping_tools.html +++ b/develop/doc/survey/cluster_bootstrapping_tools.html @@ -175,7 +175,7 @@
    • MOBILE
    • diff --git a/develop/doc/v1_api_tutorials/README.html b/develop/doc/v1_api_tutorials/README.html index ecfbcbfbb0..08de393c16 100644 --- a/develop/doc/v1_api_tutorials/README.html +++ b/develop/doc/v1_api_tutorials/README.html @@ -175,7 +175,7 @@
    • MOBILE
    • diff --git a/develop/doc/v1_api_tutorials/embedding_model/index_en.html b/develop/doc/v1_api_tutorials/embedding_model/index_en.html index 35864a1aff..f9f0449a57 100644 --- a/develop/doc/v1_api_tutorials/embedding_model/index_en.html +++ b/develop/doc/v1_api_tutorials/embedding_model/index_en.html @@ -175,7 +175,7 @@
    • MOBILE
    • diff --git a/develop/doc/v1_api_tutorials/gan/index_en.html b/develop/doc/v1_api_tutorials/gan/index_en.html index 046a1743cb..83e3ff1fac 100644 --- a/develop/doc/v1_api_tutorials/gan/index_en.html +++ b/develop/doc/v1_api_tutorials/gan/index_en.html @@ -175,7 +175,7 @@
    • MOBILE
    • diff --git a/develop/doc/v1_api_tutorials/imagenet_model/resnet_model_en.html b/develop/doc/v1_api_tutorials/imagenet_model/resnet_model_en.html index 334a6c38d5..9c6b25a20a 100644 --- a/develop/doc/v1_api_tutorials/imagenet_model/resnet_model_en.html +++ b/develop/doc/v1_api_tutorials/imagenet_model/resnet_model_en.html @@ -175,7 +175,7 @@
    • MOBILE
    • diff --git a/develop/doc/v1_api_tutorials/quick_start/index_en.html b/develop/doc/v1_api_tutorials/quick_start/index_en.html index 935bf6589a..3abf9686c4 100644 --- a/develop/doc/v1_api_tutorials/quick_start/index_en.html +++ b/develop/doc/v1_api_tutorials/quick_start/index_en.html @@ -175,7 +175,7 @@
    • MOBILE
    • diff --git a/develop/doc_cn/_sources/mobile/cross_compiling_for_android_cn.md.txt b/develop/doc_cn/_sources/mobile/cross_compiling_for_android_cn.md.txt index 424d7718c6..ae24ced770 100644 --- a/develop/doc_cn/_sources/mobile/cross_compiling_for_android_cn.md.txt +++ b/develop/doc_cn/_sources/mobile/cross_compiling_for_android_cn.md.txt @@ -1,8 +1,9 @@ # Android平台编译指南 用户可通过如下两种方式,交叉编译Android平台上适用的PaddlePaddle库: -- 基于Docker容器的编译方式 -- 基于Linux交叉编译环境的编译方式 + +- [基于Docker容器的编译方式](#基于docker容器的编译方式) +- [基于Linux交叉编译环境的编译方式](#基于linux交叉编译环境的编译方式) ## 基于Docker容器的编译方式 Docker能在所有主要操作系统(包括Linux,Mac OS X和Windows)上运行,因此,使用基于Docker容器的编译方式,用户可在自己熟悉的开发平台上编译Android平台上适用的PaddlePaddle库。 @@ -16,6 +17,12 @@ $ cd Paddle $ docker build -t username/paddle-android:dev . -f Dockerfile.android ``` +用户也可以使用PaddlePaddle提供的官方开发镜像: + +```bash +$ docker pull paddlepaddle/paddle:latest-dev-android +``` + ### 编译PaddlePaddle C-API库 构建好开发镜像后,即可使用开发镜像来编译Android版PaddlePaddle C-API库。 Android的Docker开发镜像向用户提供两个可配置的参数: @@ -41,23 +48,25 @@ Android的Docker开发镜像向用户提供两个可配置的参数: ANDROID_API - >= 21 + >= 16 21 - 编译`armeabi-v7a`,`Android API 21`的PaddlePaddle库 + ```bash $ docker run -it --rm -v $PWD:/paddle -e "ANDROID_ABI=armeabi-v7a" -e "ANDROID_API=21" username/paddle-android:dev ``` - 编译`arm64-v8a`,`Android API 21`的PaddlePaddle库 + ```bash $ docker run -it --rm -v $PWD:/paddle -e "ANDROID_ABI=arm64-v8a" -e "ANDROID_API=21" username/paddle-android:dev ``` -执行上述`docker run`命令时,容器默认执行[paddle/scripts/docker/build_android.sh](https://github.com/PaddlePaddle/Paddle/blob/develop/paddle/scripts/docker/build_android.sh)脚本。该脚本中记录了交叉编译Android版PaddlePaddle库常用的CMake配置,并且会根据`ANDROID_ABI`和`ANDROID_API`自动构建独立工具链、进行编译和安装。由于arm64架构要求Android API不小于21。因此当`ANDROID_ABI=arm64-v8a`,`ANDROID_API<21`时,Docker容器中将默认使用`Android API 21`的编译工具链。用户可以参考下文**配置交叉编译参数**章节,根据个人的需求修改定制Docker容器所执行的脚本。编译安装结束之后,PaddlePaddle的C-API库将被安装到`$PWD/install_android`目录,所依赖的第三方库同时也被安装到`$PWD/install_android/third_party`目录。 +执行上述`docker run`命令时,容器默认执行[paddle/scripts/docker/build_android.sh](https://github.com/PaddlePaddle/Paddle/blob/develop/paddle/scripts/docker/build_android.sh)脚本。该脚本中记录了交叉编译Android版PaddlePaddle库常用的CMake配置,并且会根据`ANDROID_ABI`和`ANDROID_API`自动构建独立工具链、进行编译和安装。由于arm64架构要求Android API不小于21。因此当`ANDROID_ABI=arm64-v8a`,`ANDROID_API<21`时,Docker容器中将默认使用`Android API 21`的编译工具链。用户可以参考下文[配置交叉编译参数](#配置交叉编译参数)章节,根据个人的需求修改定制Docker容器所执行的脚本。编译安装结束之后,PaddlePaddle的C-API库将被安装到`$PWD/install_android`目录,所依赖的第三方库同时也被安装到`$PWD/install_android/third_party`目录。 ## 基于Linux交叉编译环境的编译方式 本文档将以Linux x86-64平台为例,介绍交叉编译Android平台上适用的PaddlePaddle库的方法和步骤。 @@ -83,6 +92,7 @@ your/path/to/android-ndk-r14b-linux-x86_64/build/tools/make-standalone-toolchain 此命令将在`your/path/to/arm_standalone_toolchain`目录生成一套独立编译工具链,面向架构为32位ARM架构,支持的最小的Android API级别为21,支持编译器`arm-linux-androideabi-gcc (GCC) 4.9`和`clang 3.8`。 - 构建`arm64-v8a`、 `Android API 21`的独立工具链: + ```bash your/path/to/android-ndk-r14b-linux-x86_64/build/tools/make-standalone-toolchain.sh \ --arch=arm64 --platform=android-21 --install-dir=your/path/to/arm64_standalone_toolchain @@ -90,14 +100,12 @@ your/path/to/android-ndk-r14b-linux-x86_64/build/tools/make-standalone-toolchain 此命令将在`your/path/to/arm64_standalone_toolchain`目录生成一套独立编译工具链,面向架构为64位ARM64架构,支持的最小Android API级别为21,支持编译器`arm-linux-androideabi-gcc (GCC) 4.9`和`clang 3.8`。 -注意:**PaddlePaddle要求使用的编译工具链所支持的Android API级别不小于21**。 - ### 配置交叉编译参数 CMake系统对交叉编译提供了支持[cmake-toolchains](https://cmake.org/cmake/help/v3.0/manual/cmake-toolchains.7.html#cross-compiling)。为了简化cmake配置,PaddlePaddle为交叉编译提供了工具链配置文档[cmake/cross_compiling/android.cmake](https://github.com/PaddlePaddle/Paddle/blob/develop/cmake/cross_compiling/android.cmake),以提供一些默认的编译器和编译参数相关配置。注意,从CMake 3.7版本开始,CMake官方对Android平台的交叉编译提供了通用的支持。PaddlePaddle若检测到用户使用的CMake版本不低于3.7时,将会将用户传进来的配置参数传递CMake系统,交由CMake系统本身来处理。有关参数配置的详细说明见[cmake-toolchains](https://cmake.org/cmake/help/v3.7/manual/cmake-toolchains.7.html#cross-compiling)。 交叉编译Android版本的PaddlePaddle库时,有一些必须配置的参数: -- `CMAKE_SYSTEM_NAME`,CMake编译的目标平台,必须设置为`Android`。在设置`CMAKE_SYSTEM_NAME=Android`后,PaddlePaddle的CMake系统才认为是在交叉编译Android系统的版本,并自动编译宿主机版protoc可执行文件、目标机版protobuf库、以及Android所需`arm_soft_fp_abi`分支的目标机版OpenBLAS库。此外,还会强制设置一些PaddlePaddle参数的值(`WITH_GPU=OFF`、`WITH_AVX=OFF`、`WITH_PYTHON=OFF`、`WITH_RDMA=OFF`)。 +- `CMAKE_SYSTEM_NAME`,CMake编译的目标平台,必须设置为`Android`。在设置`CMAKE_SYSTEM_NAME=Android`后,PaddlePaddle的CMake系统才认为是在交叉编译Android系统的版本,并自动编译PaddlePaddle所需的所有第三方库。此外,还会强制设置一些PaddlePaddle参数的值(`WITH_GPU=OFF`、`WITH_AVX=OFF`、`WITH_PYTHON=OFF`、`WITH_RDMA=OFF`、`WITH_MKL=OFF`、`WITH_GOLANG=OFF`)。 - `WITH_C_API`,必须设置为`ON`。在Android平台上只支持使用C-API来预测。 - `WITH_SWIG_PY`,必须设置为`OFF`。在Android平台上不支持通过swig调用来训练或者预测。 @@ -119,7 +127,7 @@ Android平台可选配置参数: 其他配置参数: - `USE_EIGEN_FOR_BLAS`,是否使用Eigen库进行矩阵计算。可设置`ON/OFF`,默认值为`OFF`。 -- `HOST_C/CXX_COMPILER`,宿主机的C/C++编译器。在编译宿主机版protoc可执行文件和目标机版OpenBLAS库时需要用到。默认设置成环境变量`CC`的值;若环境变量`CC`没有设置,则设置成`cc`编译器。 +- `HOST_C/CXX_COMPILER`,宿主机的C/C++编译器。在编译宿主机版protoc可执行文件和目标机版OpenBLAS库时需要用到。默认设置成环境变量`CC/CXX`的值;若环境变量`CC/CXX`没有设置,则设置成`cc/c++`编译器。 常用的cmake配置如下: @@ -147,9 +155,10 @@ cmake -DCMAKE_SYSTEM_NAME=Android \ .. ``` -用户还可根据自己的需求设置其他编译参数。比如希望最小化生成的库的大小,可以设置`CMAKE_BUILD_TYPE`为`MinSizeRel`;若希望最快的执行速度,则可设置`CMAKE_BUILD_TYPE`为`Release`。亦可以通过手动设置`CMAKE_C/CXX_FLAGS_MINSIZEREL/RELEASE`来影响PaddlePaddle的编译过程。 +用户还可根据自己的需求设置其他编译参数。比如希望最小化生成的库的大小,可以设置`CMAKE_BUILD_TYPE`为`MinSizeRel`;若希望最快的执行速度,则可设置`CMAKE_BUILD_TYPE`为`Release`。亦可以通过手动设置`CMAKE_C/CXX_FLAGS`来影响PaddlePaddle的编译过程。 **性能TIPS**,为了达到最快的计算速度,在CMake参数配置上,有以下建议: + - 设置`CMAKE_BUILD_TYPE`为`Release` - 使用`clang`编译工具链 - `armeabi-v7a`时,设置`USE_EIGEN_BLAS=ON`,使用Eigen进行矩阵计算;`arm64-v8a`时,设置`USE_EIGEN_FOR_BLAS=OFF`,使用OpenBLAS进行矩阵计算 diff --git a/develop/doc_cn/mobile/cross_compiling_for_android_cn.html b/develop/doc_cn/mobile/cross_compiling_for_android_cn.html index ec11c2ede4..a2eb4f8ef7 100644 --- a/develop/doc_cn/mobile/cross_compiling_for_android_cn.html +++ b/develop/doc_cn/mobile/cross_compiling_for_android_cn.html @@ -230,8 +230,8 @@

      Android平台编译指南

      用户可通过如下两种方式,交叉编译Android平台上适用的PaddlePaddle库:

      基于Docker容器的编译方式

      @@ -244,6 +244,10 @@ $ cd Paddle $ docker build -t username/paddle-android:dev . -f Dockerfile.android